id	sid	tid	token	lemma	pos
cana-1746	1	1	communications	communication	NOUN
cana-1746	1	2	on	on	ADP
cana-1746	1	3	applied	apply	VERB
cana-1746	1	4	nonlinear	nonlinear	ADJ
cana-1746	1	5	analysis	analysis	NOUN
cana-1746	1	6	issn	issn	NOUN
cana-1746	1	7	:	:	PUNCT
cana-1746	1	8	1074	1074	NUM
cana-1746	1	9	-	-	PUNCT
cana-1746	1	10	133x	133x	NUM
cana-1746	1	11	vol	vol	NOUN
cana-1746	1	12	32	32	NUM
cana-1746	1	13	no	no	NOUN
cana-1746	1	14	.	.	NOUN
cana-1746	1	15	2	2	NUM
cana-1746	1	16	(	(	PUNCT
cana-1746	1	17	2025	2025	NUM
cana-1746	1	18	)	)	PUNCT
cana-1746	1	19	337	337	NUM
cana-1746	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	1	21	cross	cross	ADJ
cana-1746	1	22	-	-	ADJ
cana-1746	1	23	language	language	ADJ
cana-1746	1	24	information	information	NOUN
cana-1746	1	25	retrieval	retrieval	NOUN
cana-1746	1	26	for	for	ADP
cana-1746	1	27	poetry	poetry	NOUN
cana-1746	1	28	form	form	NOUN
cana-1746	1	29	of	of	ADP
cana-1746	1	30	literaturebased	literaturebase	VERB
cana-1746	1	31	on	on	ADP
cana-1746	1	32	machine	machine	NOUN
cana-1746	1	33	transliteration	transliteration	NOUN
cana-1746	1	34	using	use	VERB
cana-1746	1	35	modified	modify	VERB
cana-1746	1	36	cosine	cosine	NOUN
cana-1746	1	37	similarity	similarity	NOUN
cana-1746	1	38	algorithm	algorithm	PROPN
cana-1746	1	39	ranjana	ranjana	PROPN
cana-1746	1	40	s.	s.	PROPN
cana-1746	1	41	jadhav1	jadhav1	PROPN
cana-1746	1	42	,	,	PUNCT
cana-1746	1	43	manikrao	manikrao	NOUN
cana-1746	1	44	laxmanrao	laxmanrao	NOUN
cana-1746	1	45	dhore2	dhore2	PROPN
cana-1746	1	46	1,2asst.prof	1,2asst.prof	NUM
cana-1746	1	47	.	.	PROPN
cana-1746	1	48	,	,	PUNCT
cana-1746	1	49	dept	dept	NOUN
cana-1746	1	50	of	of	ADP
cana-1746	1	51	computer	computer	NOUN
cana-1746	1	52	engineering	engineering	NOUN
cana-1746	1	53	,	,	PUNCT
cana-1746	1	54	vishwakarma	vishwakarma	PROPN
cana-1746	1	55	institute	institute	PROPN
cana-1746	1	56	of	of	ADP
cana-1746	1	57	technology	technology	PROPN
cana-1746	1	58	,	,	PUNCT
cana-1746	1	59	666	666	NUM
cana-1746	1	60	,	,	PUNCT
cana-1746	1	61	upper	upper	ADJ
cana-1746	1	62	indiranagar	indiranagar	NOUN
cana-1746	1	63	,	,	PUNCT
cana-1746	1	64	bibwewadi	bibwewadi	NOUN
cana-1746	1	65	,	,	PUNCT
cana-1746	1	66	pune	pune	NOUN
cana-1746	1	67	,	,	PUNCT
cana-1746	1	68	maharashtra	maharashtra	PROPN
cana-1746	1	69	,	,	PUNCT
cana-1746	1	70	india	india	PROPN
cana-1746	1	71	411	411	NUM
cana-1746	1	72	037	037	NUM
cana-1746	1	73	.	.	PUNCT
cana-1746	2	1	ranjana.jadhav@vit.edu1,manikrao.dhore@vit.edu2	ranjana.jadhav@vit.edu1,manikrao.dhore@vit.edu2	NOUN
cana-1746	2	2	article	article	NOUN
cana-1746	2	3	history	history	NOUN
cana-1746	2	4	:	:	PUNCT
cana-1746	2	5	received	receive	VERB
cana-1746	2	6	:	:	PUNCT
cana-1746	2	7	02	02	NUM
cana-1746	2	8	-	-	SYM
cana-1746	2	9	08	08	NUM
cana-1746	2	10	-	-	PUNCT
cana-1746	2	11	2024	2024	NUM
cana-1746	2	12	revised	revise	VERB
cana-1746	2	13	:	:	PUNCT
cana-1746	2	14	11	11	NUM
cana-1746	2	15	-	-	SYM
cana-1746	2	16	09	09	NUM
cana-1746	2	17	-	-	PUNCT
cana-1746	2	18	2024	2024	NUM
cana-1746	2	19	accepted	accept	VERB
cana-1746	2	20	:	:	PUNCT
cana-1746	2	21	20	20	NUM
cana-1746	2	22	-	-	SYM
cana-1746	2	23	09	09	NUM
cana-1746	2	24	-	-	PUNCT
cana-1746	2	25	2024	2024	NUM
cana-1746	2	26	abstract	abstract	NOUN
cana-1746	2	27	:	:	PUNCT
cana-1746	2	28	introduction	introduction	NOUN
cana-1746	2	29	:	:	PUNCT
cana-1746	2	30	the	the	DET
cana-1746	2	31	current	current	ADJ
cana-1746	2	32	era	era	NOUN
cana-1746	2	33	of	of	ADP
cana-1746	2	34	the	the	DET
cana-1746	2	35	web	web	NOUN
cana-1746	2	36	content	content	NOUN
cana-1746	2	37	retrieval	retrieval	NOUN
cana-1746	2	38	is	be	AUX
cana-1746	2	39	enormously	enormously	ADV
cana-1746	2	40	increasing	increase	VERB
cana-1746	2	41	.	.	PUNCT
cana-1746	3	1	the	the	DET
cana-1746	3	2	regional	regional	ADJ
cana-1746	3	3	users	user	NOUN
cana-1746	3	4	are	be	AUX
cana-1746	3	5	accessing	access	VERB
cana-1746	3	6	the	the	DET
cana-1746	3	7	web	web	NOUN
cana-1746	3	8	contents	content	NOUN
cana-1746	3	9	directly	directly	ADV
cana-1746	3	10	through	through	ADP
cana-1746	3	11	the	the	DET
cana-1746	3	12	search	search	NOUN
cana-1746	3	13	-	-	PUNCT
cana-1746	3	14	based	base	VERB
cana-1746	3	15	information	information	NOUN
cana-1746	3	16	retrieval	retrieval	NOUN
cana-1746	3	17	.	.	PUNCT
cana-1746	4	1	the	the	DET
cana-1746	4	2	amount	amount	NOUN
cana-1746	4	3	of	of	ADP
cana-1746	4	4	contents	content	NOUN
cana-1746	4	5	and	and	CCONJ
cana-1746	4	6	the	the	DET
cana-1746	4	7	literature	literature	NOUN
cana-1746	4	8	available	available	ADJ
cana-1746	4	9	in	in	ADP
cana-1746	4	10	the	the	DET
cana-1746	4	11	regional	regional	ADJ
cana-1746	4	12	language	language	NOUN
cana-1746	4	13	is	be	AUX
cana-1746	4	14	increasing	increase	VERB
cana-1746	4	15	day	day	NOUN
cana-1746	4	16	by	by	ADP
cana-1746	4	17	day	day	NOUN
cana-1746	4	18	.	.	PUNCT
cana-1746	5	1	objectives	objective	NOUN
cana-1746	5	2	:	:	PUNCT
cana-1746	5	3	this	this	DET
cana-1746	5	4	work	work	NOUN
cana-1746	5	5	presents	present	VERB
cana-1746	5	6	the	the	DET
cana-1746	5	7	finding	find	VERB
cana-1746	5	8	semiotic	semiotic	ADJ
cana-1746	5	9	similarities	similarity	NOUN
cana-1746	5	10	between	between	ADP
cana-1746	5	11	the	the	DET
cana-1746	5	12	poetry	poetry	NOUN
cana-1746	5	13	form	form	NOUN
cana-1746	5	14	of	of	ADP
cana-1746	5	15	data	datum	NOUN
cana-1746	5	16	in	in	ADP
cana-1746	5	17	the	the	DET
cana-1746	5	18	form	form	NOUN
cana-1746	5	19	of	of	ADP
cana-1746	5	20	stanza	stanza	NOUN
cana-1746	5	21	,	,	PUNCT
cana-1746	5	22	lyrical	lyrical	ADJ
cana-1746	5	23	and	and	CCONJ
cana-1746	5	24	poetry	poetry	NOUN
cana-1746	5	25	.	.	PUNCT
cana-1746	6	1	this	this	DET
cana-1746	6	2	study	study	NOUN
cana-1746	6	3	shows	show	VERB
cana-1746	6	4	the	the	DET
cana-1746	6	5	methodology	methodology	NOUN
cana-1746	6	6	to	to	PART
cana-1746	6	7	retrieve	retrieve	VERB
cana-1746	6	8	the	the	DET
cana-1746	6	9	semiotic	semiotic	ADJ
cana-1746	6	10	similarities	similarity	NOUN
cana-1746	6	11	between	between	ADP
cana-1746	6	12	the	the	DET
cana-1746	6	13	regional	regional	ADJ
cana-1746	6	14	contents	content	NOUN
cana-1746	6	15	available	available	ADJ
cana-1746	6	16	on	on	ADP
cana-1746	6	17	world	world	NOUN
cana-1746	6	18	wide	wide	ADJ
cana-1746	6	19	web	web	NOUN
cana-1746	7	1	.	.	PROPN
cana-1746	7	2	methods	method	NOUN
cana-1746	7	3	:	:	PUNCT
cana-1746	7	4	the	the	DET
cana-1746	7	5	approach	approach	NOUN
cana-1746	7	6	proposed	propose	VERB
cana-1746	7	7	a	a	DET
cana-1746	7	8	system	system	NOUN
cana-1746	7	9	that	that	PRON
cana-1746	7	10	effectively	effectively	ADV
cana-1746	7	11	recognize	recognize	VERB
cana-1746	7	12	and	and	CCONJ
cana-1746	7	13	recommend	recommend	VERB
cana-1746	7	14	regional	regional	ADJ
cana-1746	7	15	information	information	NOUN
cana-1746	7	16	based	base	VERB
cana-1746	7	17	on	on	ADP
cana-1746	7	18	the	the	DET
cana-1746	7	19	user	user	NOUN
cana-1746	7	20	queries	query	VERB
cana-1746	7	21	regardless	regardless	ADV
cana-1746	7	22	of	of	ADP
cana-1746	7	23	query	query	NOUN
cana-1746	7	24	written	write	VERB
cana-1746	7	25	in	in	ADP
cana-1746	7	26	the	the	DET
cana-1746	7	27	devanagari	devanagari	NOUN
cana-1746	7	28	or	or	CCONJ
cana-1746	7	29	romanized	romanized	ADJ
cana-1746	7	30	script	script	NOUN
cana-1746	7	31	.	.	PUNCT
cana-1746	8	1	the	the	DET
cana-1746	8	2	method	method	NOUN
cana-1746	8	3	achieves	achieve	VERB
cana-1746	8	4	the	the	DET
cana-1746	8	5	objective	objective	NOUN
cana-1746	8	6	to	to	PART
cana-1746	8	7	fetch	fetch	VERB
cana-1746	8	8	the	the	DET
cana-1746	8	9	given	give	VERB
cana-1746	8	10	query	query	NOUN
cana-1746	8	11	written	write	VERB
cana-1746	8	12	in	in	ADP
cana-1746	8	13	devanagari	devanagari	NOUN
cana-1746	8	14	or	or	CCONJ
cana-1746	8	15	romanized	romanize	VERB
cana-1746	8	16	from	from	ADP
cana-1746	8	17	the	the	DET
cana-1746	8	18	marathi	marathi	PROPN
cana-1746	8	19	database	database	NOUN
cana-1746	8	20	to	to	PART
cana-1746	8	21	implement	implement	VERB
cana-1746	8	22	the	the	DET
cana-1746	8	23	search	search	NOUN
cana-1746	8	24	-	-	PUNCT
cana-1746	8	25	based	base	VERB
cana-1746	8	26	information	information	NOUN
cana-1746	8	27	retrieval	retrieval	NOUN
cana-1746	8	28	.	.	PUNCT
cana-1746	9	1	to	to	PART
cana-1746	9	2	achieve	achieve	VERB
cana-1746	9	3	this	this	DET
cana-1746	9	4	input	input	NOUN
cana-1746	9	5	query	query	NOUN
cana-1746	9	6	is	be	AUX
cana-1746	9	7	converts	convert	NOUN
cana-1746	9	8	devanagari	devanagari	ADJ
cana-1746	9	9	script	script	NOUN
cana-1746	9	10	poetry	poetry	NOUN
cana-1746	9	11	into	into	ADP
cana-1746	9	12	roman	roman	ADJ
cana-1746	9	13	script	script	NOUN
cana-1746	9	14	for	for	ADP
cana-1746	9	15	the	the	DET
cana-1746	9	16	next	next	ADJ
cana-1746	9	17	processing	processing	NOUN
cana-1746	9	18	steps	step	NOUN
cana-1746	9	19	.	.	PUNCT
cana-1746	10	1	it	it	PRON
cana-1746	10	2	uses	use	VERB
cana-1746	10	3	defined	define	VERB
cana-1746	10	4	custom	custom	NOUN
cana-1746	10	5	mappings	mapping	NOUN
cana-1746	10	6	and	and	CCONJ
cana-1746	10	7	custom	custom	NOUN
cana-1746	10	8	transcriptions	transcription	NOUN
cana-1746	10	9	function	function	NOUN
cana-1746	10	10	by	by	ADP
cana-1746	10	11	pre	pre	ADJ
cana-1746	10	12	-	-	ADJ
cana-1746	10	13	processing	process	VERB
cana-1746	10	14	the	the	DET
cana-1746	10	15	data	datum	NOUN
cana-1746	10	16	,	,	PUNCT
cana-1746	10	17	the	the	DET
cana-1746	10	18	model	model	NOUN
cana-1746	10	19	ensure	ensure	VERB
cana-1746	10	20	that	that	SCONJ
cana-1746	10	21	it	it	PRON
cana-1746	10	22	is	be	AUX
cana-1746	10	23	clean	clean	ADJ
cana-1746	10	24	and	and	CCONJ
cana-1746	10	25	in	in	ADP
cana-1746	10	26	a	a	DET
cana-1746	10	27	suitable	suitable	ADJ
cana-1746	10	28	format	format	NOUN
cana-1746	10	29	for	for	ADP
cana-1746	10	30	generating	generate	VERB
cana-1746	10	31	embeddings	embedding	NOUN
cana-1746	10	32	and	and	CCONJ
cana-1746	10	33	performing	perform	VERB
cana-1746	10	34	similarity	similarity	NOUN
cana-1746	10	35	searches	search	NOUN
cana-1746	10	36	.	.	PUNCT
cana-1746	11	1	these	these	DET
cana-1746	11	2	embeddings	embedding	NOUN
cana-1746	11	3	generated	generate	VERB
cana-1746	11	4	for	for	ADP
cana-1746	11	5	regional	regional	ADJ
cana-1746	11	6	input	input	NOUN
cana-1746	11	7	query	query	NOUN
cana-1746	11	8	and	and	CCONJ
cana-1746	11	9	transliterated	transliterated	ADJ
cana-1746	11	10	poetry	poetry	NOUN
cana-1746	11	11	stanza	stanza	NOUN
cana-1746	11	12	,	,	PUNCT
cana-1746	11	13	sequentially	sequentially	ADV
cana-1746	11	14	combined	combine	VERB
cana-1746	11	15	to	to	PART
cana-1746	11	16	improve	improve	VERB
cana-1746	11	17	the	the	DET
cana-1746	11	18	algorithms	algorithms	NOUN
cana-1746	11	19	accuracy	accuracy	NOUN
cana-1746	11	20	to	to	PART
cana-1746	11	21	identify	identify	VERB
cana-1746	11	22	and	and	CCONJ
cana-1746	11	23	find	find	VERB
cana-1746	11	24	the	the	DET
cana-1746	11	25	input	input	NOUN
cana-1746	11	26	among	among	ADP
cana-1746	11	27	different	different	ADJ
cana-1746	11	28	script	script	NOUN
cana-1746	11	29	.	.	PUNCT
cana-1746	12	1	results	result	NOUN
cana-1746	12	2	:	:	PUNCT
cana-1746	12	3	the	the	DET
cana-1746	12	4	input	input	NOUN
cana-1746	12	5	query	query	NOUN
cana-1746	12	6	written	write	VERB
cana-1746	12	7	in	in	ADP
cana-1746	12	8	roman	roman	ADJ
cana-1746	12	9	script	script	NOUN
cana-1746	12	10	transliterated	transliterate	VERB
cana-1746	12	11	into	into	ADP
cana-1746	12	12	marathi	marathi	PROPN
cana-1746	12	13	using	use	VERB
cana-1746	12	14	the	the	DET
cana-1746	12	15	customized	customize	VERB
cana-1746	12	16	transcription	transcription	NOUN
cana-1746	12	17	function	function	NOUN
cana-1746	12	18	to	to	PART
cana-1746	12	19	generate	generate	VERB
cana-1746	12	20	the	the	DET
cana-1746	12	21	embedding	embed	VERB
cana-1746	12	22	further	far	ADV
cana-1746	12	23	.	.	PUNCT
cana-1746	13	1	the	the	DET
cana-1746	13	2	adapted	adapt	VERB
cana-1746	13	3	cosine	cosine	NOUN
cana-1746	13	4	semiotic	semiotic	ADJ
cana-1746	13	5	similarity	similarity	NOUN
cana-1746	13	6	value	value	NOUN
cana-1746	13	7	is	be	AUX
cana-1746	13	8	used	use	VERB
cana-1746	13	9	to	to	PART
cana-1746	13	10	compare	compare	VERB
cana-1746	13	11	the	the	DET
cana-1746	13	12	embeddings	embedding	NOUN
cana-1746	13	13	which	which	PRON
cana-1746	13	14	makes	make	VERB
cana-1746	13	15	the	the	DET
cana-1746	13	16	model	model	NOUN
cana-1746	13	17	to	to	PART
cana-1746	13	18	fetch	fetch	VERB
cana-1746	13	19	the	the	DET
cana-1746	13	20	most	most	ADV
cana-1746	13	21	semantically	semantically	ADV
cana-1746	13	22	matched	match	VERB
cana-1746	13	23	poetry	poetry	NOUN
cana-1746	13	24	stanza	stanza	NOUN
cana-1746	13	25	.	.	PUNCT
cana-1746	14	1	conclusions	conclusion	NOUN
cana-1746	14	2	:	:	PUNCT
cana-1746	14	3	the	the	DET
cana-1746	14	4	proposed	propose	VERB
cana-1746	14	5	customized	customize	VERB
cana-1746	14	6	cosine	cosine	NOUN
cana-1746	14	7	semiotic	semiotic	ADJ
cana-1746	14	8	similarity	similarity	NOUN
cana-1746	14	9	for	for	ADP
cana-1746	14	10	retrieval	retrieval	NOUN
cana-1746	14	11	achieves	achieve	VERB
cana-1746	14	12	the	the	DET
cana-1746	14	13	accuracy	accuracy	NOUN
cana-1746	14	14	of	of	ADP
cana-1746	14	15	92	92	NUM
cana-1746	14	16	%	%	NOUN
cana-1746	14	17	and	and	CCONJ
cana-1746	14	18	a	a	DET
cana-1746	14	19	loss	loss	NOUN
cana-1746	14	20	of	of	ADP
cana-1746	14	21	0.18	0.18	NUM
cana-1746	14	22	.	.	PUNCT
cana-1746	15	1	keywords	keyword	NOUN
cana-1746	15	2	:	:	PUNCT
cana-1746	15	3	transcription	transcription	NOUN
cana-1746	15	4	,	,	PUNCT
cana-1746	15	5	devanagari	devanagari	NOUN
cana-1746	15	6	,	,	PUNCT
cana-1746	15	7	information	information	NOUN
cana-1746	15	8	retrieval	retrieval	NOUN
cana-1746	15	9	,	,	PUNCT
cana-1746	15	10	semiotic	semiotic	ADJ
cana-1746	15	11	similarity	similarity	NOUN
cana-1746	15	12	,	,	PUNCT
cana-1746	15	13	embeddings	embedding	NOUN
cana-1746	15	14	1	1	NUM
cana-1746	15	15	.	.	PUNCT
cana-1746	15	16	introduction	introduction	NOUN
cana-1746	15	17	the	the	DET
cana-1746	15	18	method	method	NOUN
cana-1746	15	19	based	base	VERB
cana-1746	15	20	on	on	ADP
cana-1746	15	21	language	language	NOUN
cana-1746	15	22	frequently	frequently	ADV
cana-1746	15	23	distinguishes	distinguish	VERB
cana-1746	15	24	identified	identify	VERB
cana-1746	15	25	substances	substance	NOUN
cana-1746	15	26	through	through	ADP
cana-1746	15	27	assumptions	assumption	NOUN
cana-1746	15	28	and	and	CCONJ
cana-1746	15	29	developed	develop	VERB
cana-1746	15	30	manual	manual	ADJ
cana-1746	15	31	specifications	specification	NOUN
cana-1746	15	32	by	by	ADP
cana-1746	15	33	linguists	linguist	NOUN
cana-1746	15	34	.	.	PUNCT
cana-1746	16	1	using	use	VERB
cana-1746	16	2	a	a	DET
cana-1746	16	3	handcrafted	handcraft	VERB
cana-1746	16	4	technique	technique	NOUN
cana-1746	16	5	based	base	VERB
cana-1746	16	6	on	on	ADP
cana-1746	16	7	pattern	pattern	NOUN
cana-1746	16	8	matching	matching	NOUN
cana-1746	16	9	,	,	PUNCT
cana-1746	16	10	the	the	DET
cana-1746	16	11	linguistic	linguistic	ADJ
cana-1746	16	12	approach	approach	NOUN
cana-1746	16	13	creates	create	VERB
cana-1746	16	14	rules	rule	NOUN
cana-1746	16	15	by	by	ADP
cana-1746	16	16	means	mean	NOUN
cana-1746	16	17	of	of	ADP
cana-1746	16	18	linguistic	linguistic	ADJ
cana-1746	16	19	analysis	analysis	NOUN
cana-1746	16	20	.	.	PUNCT
cana-1746	17	1	proficiency	proficiency	NOUN
cana-1746	17	2	in	in	ADP
cana-1746	17	3	communications	communication	NOUN
cana-1746	17	4	on	on	ADP
cana-1746	17	5	applied	apply	VERB
cana-1746	17	6	nonlinear	nonlinear	ADJ
cana-1746	17	7	analysis	analysis	NOUN
cana-1746	17	8	issn	issn	NOUN
cana-1746	17	9	:	:	PUNCT
cana-1746	17	10	1074	1074	NUM
cana-1746	17	11	-	-	PUNCT
cana-1746	17	12	133x	133x	NUM
cana-1746	17	13	vol	vol	NOUN
cana-1746	17	14	32	32	NUM
cana-1746	17	15	no	no	NOUN
cana-1746	17	16	.	.	NOUN
cana-1746	17	17	2	2	NUM
cana-1746	17	18	(	(	PUNCT
cana-1746	17	19	2025	2025	NUM
cana-1746	17	20	)	)	PUNCT
cana-1746	17	21	338	338	NUM
cana-1746	17	22	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	17	23	grammar	grammar	NOUN
cana-1746	17	24	and	and	CCONJ
cana-1746	17	25	other	other	ADJ
cana-1746	17	26	language	language	NOUN
cana-1746	17	27	-	-	PUNCT
cana-1746	17	28	related	relate	VERB
cana-1746	17	29	rules	rule	NOUN
cana-1746	17	30	is	be	AUX
cana-1746	17	31	necessary	necessary	ADJ
cana-1746	17	32	.	.	PUNCT
cana-1746	18	1	it	it	PRON
cana-1746	18	2	necessitates	necessitate	VERB
cana-1746	18	3	a	a	DET
cana-1746	18	4	thorough	thorough	ADJ
cana-1746	18	5	understanding	understanding	NOUN
cana-1746	18	6	of	of	ADP
cana-1746	18	7	grammar	grammar	NOUN
cana-1746	18	8	and	and	CCONJ
cana-1746	18	9	other	other	ADJ
cana-1746	18	10	linguistic	linguistic	ADJ
cana-1746	18	11	principles	principle	NOUN
cana-1746	18	12	.	.	PUNCT
cana-1746	19	1	the	the	DET
cana-1746	19	2	primary	primary	ADJ
cana-1746	19	3	drawback	drawback	NOUN
cana-1746	19	4	of	of	ADP
cana-1746	19	5	this	this	DET
cana-1746	19	6	method	method	NOUN
cana-1746	19	7	is	be	AUX
cana-1746	19	8	that	that	SCONJ
cana-1746	19	9	it	it	PRON
cana-1746	19	10	necessitates	necessitate	VERB
cana-1746	19	11	extensive	extensive	ADJ
cana-1746	19	12	knowledge	knowledge	NOUN
cana-1746	19	13	and	and	CCONJ
cana-1746	19	14	structural	structural	ADJ
cana-1746	19	15	information	information	NOUN
cana-1746	19	16	of	of	ADP
cana-1746	19	17	the	the	DET
cana-1746	19	18	objective	objective	ADJ
cana-1746	19	19	linguistic	linguistic	NOUN
cana-1746	19	20	or	or	CCONJ
cana-1746	19	21	area	area	NOUN
cana-1746	19	22	;	;	PUNCT
cana-1746	19	23	also	also	ADV
cana-1746	19	24	,	,	PUNCT
cana-1746	19	25	these	these	DET
cana-1746	19	26	schemes	scheme	NOUN
cana-1746	19	27	can	can	AUX
cana-1746	19	28	not	not	PART
cana-1746	19	29	be	be	AUX
cana-1746	19	30	applied	apply	VERB
cana-1746	19	31	to	to	ADP
cana-1746	19	32	further	further	ADJ
cana-1746	19	33	idioms	idiom	NOUN
cana-1746	19	34	or	or	CCONJ
cana-1746	19	35	areas	area	NOUN
cana-1746	19	36	.	.	PUNCT
cana-1746	20	1	nonetheless	nonetheless	ADV
cana-1746	20	2	,	,	PUNCT
cana-1746	20	3	the	the	DET
cana-1746	20	4	expense	expense	NOUN
cana-1746	20	5	of	of	ADP
cana-1746	20	6	translating	translate	VERB
cana-1746	20	7	a	a	DET
cana-1746	20	8	rebases	rebase	NOUN
cana-1746	20	9	from	from	ADP
cana-1746	20	10	one	one	NUM
cana-1746	20	11	indian	indian	ADJ
cana-1746	20	12	language	language	NOUN
cana-1746	20	13	to	to	ADP
cana-1746	20	14	another	another	PRON
cana-1746	20	15	might	might	AUX
cana-1746	20	16	be	be	AUX
cana-1746	20	17	relatively	relatively	ADV
cana-1746	20	18	low	low	ADJ
cana-1746	20	19	due	due	ADP
cana-1746	20	20	to	to	ADP
cana-1746	20	21	the	the	DET
cana-1746	20	22	shared	share	VERB
cana-1746	20	23	characteristics	characteristic	NOUN
cana-1746	20	24	of	of	ADP
cana-1746	20	25	numerous	numerous	ADJ
cana-1746	20	26	indian	indian	ADJ
cana-1746	20	27	languages	language	NOUN
cana-1746	20	28	.	.	PUNCT
cana-1746	21	1	the	the	DET
cana-1746	21	2	rules	rule	NOUN
cana-1746	21	3	-	-	PUNCT
cana-1746	21	4	driven	drive	VERB
cana-1746	21	5	method	method	NOUN
cana-1746	21	6	is	be	AUX
cana-1746	21	7	a	a	DET
cana-1746	21	8	different	different	ADJ
cana-1746	21	9	acronym	acronym	NOUN
cana-1746	21	10	for	for	ADP
cana-1746	21	11	this	this	DET
cana-1746	21	12	type	type	NOUN
cana-1746	21	13	of	of	ADP
cana-1746	21	14	approach	approach	NOUN
cana-1746	21	15	.	.	PUNCT
cana-1746	22	1	a	a	DET
cana-1746	22	2	list	list	NOUN
cana-1746	22	3	of	of	ADP
cana-1746	22	4	trigger	trigger	NOUN
cana-1746	22	5	words	word	NOUN
cana-1746	22	6	,	,	PUNCT
cana-1746	22	7	gazetteer	gazetteer	NOUN
cana-1746	22	8	lists	list	NOUN
cana-1746	22	9	,	,	PUNCT
cana-1746	22	10	and	and	CCONJ
cana-1746	22	11	lexicalized	lexicalized	ADJ
cana-1746	22	12	grammar	grammar	NOUN
cana-1746	22	13	are	be	AUX
cana-1746	22	14	among	among	ADP
cana-1746	22	15	the	the	DET
cana-1746	22	16	various	various	ADJ
cana-1746	22	17	rule	rule	NOUN
cana-1746	22	18	-	-	PUNCT
cana-1746	22	19	based	base	VERB
cana-1746	22	20	systems	system	NOUN
cana-1746	22	21	.	.	PUNCT
cana-1746	23	1	it	it	PRON
cana-1746	23	2	needs	need	VERB
cana-1746	23	3	rich	rich	ADJ
cana-1746	23	4	and	and	CCONJ
cana-1746	23	5	expressive	expressive	ADJ
cana-1746	23	6	rules	rule	NOUN
cana-1746	23	7	to	to	PART
cana-1746	23	8	obtain	obtain	VERB
cana-1746	23	9	good	good	ADJ
cana-1746	23	10	results	result	NOUN
cana-1746	23	11	.	.	PUNCT
cana-1746	24	1	numerical	numerical	ADJ
cana-1746	24	2	method	method	PROPN
cana-1746	24	3	attempts	attempt	VERB
cana-1746	24	4	to	to	PART
cana-1746	24	5	engender	engender	VERB
cana-1746	24	6	transcriptions	transcription	NOUN
cana-1746	24	7	using	use	VERB
cana-1746	24	8	statistical	statistical	ADJ
cana-1746	24	9	approaches	approach	NOUN
cana-1746	24	10	built	build	VERB
cana-1746	24	11	on	on	ADP
cana-1746	24	12	multi	multi	ADJ
cana-1746	24	13	-	-	ADJ
cana-1746	24	14	lingual	lingual	ADJ
cana-1746	24	15	text	text	NOUN
cana-1746	24	16	corpora	corpora	NOUN
cana-1746	24	17	.	.	PUNCT
cana-1746	25	1	to	to	PART
cana-1746	25	2	get	get	VERB
cana-1746	25	3	good	good	ADJ
cana-1746	25	4	results	result	NOUN
cana-1746	25	5	,	,	PUNCT
cana-1746	25	6	it	it	PRON
cana-1746	25	7	requires	require	VERB
cana-1746	25	8	explicit	explicit	ADJ
cana-1746	25	9	and	and	CCONJ
cana-1746	25	10	rich	rich	ADJ
cana-1746	25	11	regulations	regulation	NOUN
cana-1746	25	12	.	.	PUNCT
cana-1746	26	1	the	the	DET
cana-1746	26	2	statistical	statistical	ADJ
cana-1746	26	3	analysis	analysis	NOUN
cana-1746	26	4	methodology	methodology	NOUN
cana-1746	26	5	uses	use	VERB
cana-1746	26	6	statistical	statistical	ADJ
cana-1746	26	7	techniques	technique	NOUN
cana-1746	26	8	based	base	VERB
cana-1746	26	9	on	on	ADP
cana-1746	26	10	bilingual	bilingual	ADJ
cana-1746	26	11	text	text	NOUN
cana-1746	26	12	corpora	corpora	VERB
cana-1746	26	13	to	to	ADP
cana-1746	26	14	present	present	ADJ
cana-1746	26	15	transcriptions	transcription	NOUN
cana-1746	26	16	.	.	PUNCT
cana-1746	27	1	transliterations	transliteration	NOUN
cana-1746	27	2	are	be	AUX
cana-1746	27	3	engendered	engender	VERB
cana-1746	27	4	built	build	VERB
cana-1746	27	5	on	on	ADP
cana-1746	27	6	arithmetical	arithmetical	ADJ
cana-1746	27	7	representations	representation	NOUN
cana-1746	27	8	,	,	PUNCT
cana-1746	27	9	which	which	PRON
cana-1746	27	10	are	be	AUX
cana-1746	27	11	consequent	consequent	ADJ
cana-1746	27	12	from	from	ADP
cana-1746	27	13	the	the	DET
cana-1746	27	14	study	study	NOUN
cana-1746	27	15	of	of	ADP
cana-1746	27	16	multilingual	multilingual	ADJ
cana-1746	27	17	transcript	transcript	NOUN
cana-1746	27	18	quantities	quantity	NOUN
cana-1746	27	19	.	.	PUNCT
cana-1746	28	1	the	the	DET
cana-1746	28	2	elementary	elementary	ADJ
cana-1746	28	3	axiom	axiom	NOUN
cana-1746	28	4	-	-	PUNCT
cana-1746	28	5	based	base	VERB
cana-1746	28	6	translation	translation	NOUN
cana-1746	28	7	prototypical	prototypical	ADJ
cana-1746	28	8	is	be	AUX
cana-1746	28	9	an	an	DET
cana-1746	28	10	incidence	incidence	NOUN
cana-1746	28	11	of	of	ADP
cana-1746	28	12	the	the	DET
cana-1746	28	13	deafening	deafen	VERB
cana-1746	28	14	network	network	NOUN
cana-1746	28	15	method	method	NOUN
cana-1746	28	16	in	in	ADP
cana-1746	28	17	which	which	PRON
cana-1746	28	18	the	the	DET
cana-1746	28	19	paraphrase	paraphrase	NOUN
cana-1746	28	20	of	of	ADP
cana-1746	28	21	french	french	ADJ
cana-1746	28	22	information	information	NOUN
cana-1746	28	23	into	into	ADP
cana-1746	28	24	english	english	PROPN
cana-1746	28	25	is	be	AUX
cana-1746	28	26	demonstrated	demonstrate	VERB
cana-1746	28	27	.	.	PUNCT
cana-1746	29	1	this	this	PRON
cana-1746	29	2	prototypical	prototypical	ADJ
cana-1746	29	3	existed	exist	VERB
cana-1746	29	4	advanced	advanced	ADJ
cana-1746	29	5	for	for	ADP
cana-1746	29	6	mechanism	mechanism	NOUN
cana-1746	29	7	paraphrase	paraphrase	NOUN
cana-1746	29	8	wherever	wherever	SCONJ
cana-1746	29	9	the	the	DET
cana-1746	29	10	contribution	contribution	NOUN
cana-1746	29	11	remained	remain	VERB
cana-1746	29	12	a	a	DET
cana-1746	29	13	french	french	ADJ
cana-1746	29	14	information	information	NOUN
cana-1746	29	15	.	.	PUNCT
cana-1746	30	1	the	the	DET
cana-1746	30	2	identical	identical	ADJ
cana-1746	30	3	equivalence	equivalence	NOUN
cana-1746	30	4	more	more	ADV
cana-1746	30	5	sustained	sustain	VERB
cana-1746	30	6	for	for	ADP
cana-1746	30	7	arithmetical	arithmetical	ADJ
cana-1746	30	8	auto	auto	NOUN
cana-1746	30	9	transcription	transcription	NOUN
cana-1746	30	10	by	by	ADP
cana-1746	30	11	substituting	substitute	VERB
cana-1746	30	12	a	a	DET
cana-1746	30	13	term	term	NOUN
cana-1746	30	14	in	in	ADP
cana-1746	30	15	the	the	DET
cana-1746	30	16	data	datum	NOUN
cana-1746	30	17	by	by	ADP
cana-1746	30	18	an	an	DET
cana-1746	30	19	alphabet	alphabet	NOUN
cana-1746	30	20	or	or	CCONJ
cana-1746	30	21	a	a	DET
cana-1746	30	22	cluster	cluster	NOUN
cana-1746	30	23	of	of	ADP
cana-1746	30	24	alphabets	alphabet	NOUN
cana-1746	30	25	in	in	ADP
cana-1746	30	26	the	the	DET
cana-1746	30	27	termed	term	VERB
cana-1746	30	28	elements	element	NOUN
cana-1746	30	29	.	.	PUNCT
cana-1746	31	1	[	[	X
cana-1746	31	2	brown	brown	ADJ
cana-1746	31	3	1993	1993	NUM
cana-1746	31	4	]	]	PUNCT
cana-1746	31	5	.	.	PUNCT
cana-1746	32	1	the	the	DET
cana-1746	32	2	given	give	VERB
cana-1746	32	3	hybrid	hybrid	ADJ
cana-1746	32	4	model	model	NOUN
cana-1746	32	5	incorporates	incorporate	VERB
cana-1746	32	6	ideas	idea	NOUN
cana-1746	32	7	from	from	ADP
cana-1746	32	8	statistical	statistical	ADJ
cana-1746	32	9	and	and	CCONJ
cana-1746	32	10	rule	rule	NOUN
cana-1746	32	11	-	-	PUNCT
cana-1746	32	12	based	base	VERB
cana-1746	32	13	methodologies	methodology	NOUN
cana-1746	32	14	.	.	PUNCT
cana-1746	33	1	it	it	PRON
cana-1746	33	2	is	be	AUX
cana-1746	33	3	based	base	VERB
cana-1746	33	4	on	on	ADP
cana-1746	33	5	the	the	DET
cana-1746	33	6	bayes	bayes	PROPN
cana-1746	33	7	theorem	theorem	VERB
cana-1746	33	8	and	and	CCONJ
cana-1746	33	9	provides	provide	VERB
cana-1746	33	10	a	a	DET
cana-1746	33	11	generative	generative	ADJ
cana-1746	33	12	model	model	NOUN
cana-1746	33	13	where	where	SCONJ
cana-1746	33	14	the	the	DET
cana-1746	33	15	system	system	NOUN
cana-1746	33	16	looks	look	VERB
cana-1746	33	17	for	for	ADP
cana-1746	33	18	the	the	DET
cana-1746	33	19	english	english	ADJ
cana-1746	33	20	word	word	NOUN
cana-1746	33	21	that	that	PRON
cana-1746	33	22	maximizes	maximize	VERB
cana-1746	33	23	probability	probability	NOUN
cana-1746	33	24	of	of	ADP
cana-1746	33	25	given	give	VERB
cana-1746	33	26	a	a	DET
cana-1746	33	27	japanese	japanese	ADJ
cana-1746	33	28	katakana	katakana	PROPN
cana-1746	33	29	string	string	PROPN
cana-1746	33	30	,	,	PUNCT
cana-1746	33	31	represented	represent	VERB
cana-1746	33	32	,	,	PUNCT
cana-1746	33	33	as	as	SCONJ
cana-1746	33	34	seen	see	VERB
cana-1746	33	35	by	by	ADP
cana-1746	33	36	an	an	DET
cana-1746	33	37	optical	optical	ADJ
cana-1746	33	38	character	character	NOUN
cana-1746	33	39	recognition	recognition	NOUN
cana-1746	33	40	(	(	PUNCT
cana-1746	33	41	ocr	ocr	ADJ
cana-1746	33	42	)	)	PUNCT
cana-1746	33	43	program	program	NOUN
cana-1746	33	44	.	.	PUNCT
cana-1746	34	1	[	[	X
cana-1746	34	2	knight	knight	NOUN
cana-1746	34	3	1998	1998	NUM
cana-1746	34	4	]	]	PUNCT
cana-1746	34	5	.	.	PUNCT
cana-1746	35	1	the	the	DET
cana-1746	35	2	conditional	conditional	ADJ
cana-1746	35	3	probability	probability	NOUN
cana-1746	35	4	of	of	ADP
cana-1746	35	5	objective	objective	ADJ
cana-1746	35	6	terms	term	NOUN
cana-1746	35	7	given	give	VERB
cana-1746	35	8	a	a	DET
cana-1746	35	9	basis	basis	NOUN
cana-1746	35	10	term	term	NOUN
cana-1746	35	11	is	be	AUX
cana-1746	35	12	represented	represent	VERB
cana-1746	35	13	by	by	ADP
cana-1746	35	14	the	the	DET
cana-1746	35	15	basis	basis	NOUN
cana-1746	35	16	network	network	NOUN
cana-1746	35	17	prototypical	prototypical	ADJ
cana-1746	35	18	.	.	PUNCT
cana-1746	36	1	presume	presume	VERB
cana-1746	36	2	that	that	SCONJ
cana-1746	36	3	a	a	DET
cana-1746	36	4	word	word	NOUN
cana-1746	36	5	which	which	PRON
cana-1746	36	6	is	be	AUX
cana-1746	36	7	signified	signify	VERB
cana-1746	36	8	as	as	ADP
cana-1746	36	9	a	a	DET
cana-1746	36	10	string	string	NOUN
cana-1746	36	11	of	of	ADP
cana-1746	36	12	elements	element	NOUN
cana-1746	36	13	in	in	ADP
cana-1746	36	14	the	the	DET
cana-1746	36	15	basis	basis	NOUN
cana-1746	36	16	linguistics	linguistic	NOUN
cana-1746	36	17	,	,	PUNCT
cana-1746	36	18	desires	desire	NOUN
cana-1746	36	19	to	to	PART
cana-1746	36	20	be	be	AUX
cana-1746	36	21	recorded	record	VERB
cana-1746	36	22	as	as	ADP
cana-1746	36	23	a	a	DET
cana-1746	36	24	string	string	NOUN
cana-1746	36	25	of	of	ADP
cana-1746	36	26	letters	letter	NOUN
cana-1746	36	27	in	in	ADP
cana-1746	36	28	the	the	DET
cana-1746	36	29	objective	objective	ADJ
cana-1746	36	30	language	language	NOUN
cana-1746	36	31	.	.	PUNCT
cana-1746	37	1	the	the	DET
cana-1746	37	2	combined	combined	ADJ
cana-1746	37	3	basis	basis	NOUN
cana-1746	37	4	network	network	NOUN
cana-1746	37	5	prototypical	prototypical	ADJ
cana-1746	37	6	,	,	PUNCT
cana-1746	37	7	when	when	SCONJ
cana-1746	37	8	compared	compare	VERB
cana-1746	37	9	to	to	ADP
cana-1746	37	10	the	the	DET
cana-1746	37	11	noisy	noisy	ADJ
cana-1746	37	12	network	network	NOUN
cana-1746	37	13	prototypical	prototypical	ADJ
cana-1746	37	14	,	,	PUNCT
cana-1746	37	15	focuses	focus	VERB
cana-1746	37	16	on	on	ADP
cana-1746	37	17	how	how	SCONJ
cana-1746	37	18	the	the	DET
cana-1746	37	19	basis	basis	NOUN
cana-1746	37	20	and	and	CCONJ
cana-1746	37	21	objective	objective	NOUN
cana-1746	37	22	can	can	AUX
cana-1746	37	23	be	be	AUX
cana-1746	37	24	formed	form	VERB
cana-1746	37	25	simultaneously	simultaneously	ADV
cana-1746	37	26	instead	instead	ADV
cana-1746	37	27	of	of	ADP
cana-1746	37	28	attempting	attempt	VERB
cana-1746	37	29	to	to	PART
cana-1746	37	30	represent	represent	VERB
cana-1746	37	31	how	how	SCONJ
cana-1746	37	32	the	the	DET
cana-1746	37	33	basis	basis	NOUN
cana-1746	37	34	might	might	AUX
cana-1746	37	35	be	be	AUX
cana-1746	37	36	recorded	record	VERB
cana-1746	37	37	to	to	ADP
cana-1746	37	38	the	the	DET
cana-1746	37	39	objective	objective	NOUN
cana-1746	37	40	.	.	PUNCT
cana-1746	38	1	put	put	VERB
cana-1746	38	2	differently	differently	ADV
cana-1746	38	3	,	,	PUNCT
cana-1746	38	4	it	it	PRON
cana-1746	38	5	estimates	estimate	VERB
cana-1746	38	6	a	a	DET
cana-1746	38	7	readily	readily	ADV
cana-1746	38	8	marginalizable	marginalizable	ADJ
cana-1746	38	9	joint	joint	ADJ
cana-1746	38	10	probability	probability	NOUN
cana-1746	38	11	model	model	NOUN
cana-1746	38	12	that	that	PRON
cana-1746	38	13	produces	produce	VERB
cana-1746	38	14	conditional	conditional	ADJ
cana-1746	38	15	odds	odd	NOUN
cana-1746	38	16	models	model	NOUN
cana-1746	38	17	involving	involve	VERB
cana-1746	38	18	back	back	NOUN
cana-1746	38	19	-	-	PUNCT
cana-1746	38	20	transliteration	transliteration	NOUN
cana-1746	38	21	and	and	CCONJ
cana-1746	38	22	transcription	transcription	NOUN
cana-1746	39	1	[	[	X
cana-1746	39	2	li	li	PROPN
cana-1746	39	3	haizhou	haizhou	PROPN
cana-1746	39	4	2004	2004	PROPN
cana-1746	39	5	]	]	PUNCT
cana-1746	39	6	.	.	PUNCT
cana-1746	40	1	a	a	DET
cana-1746	40	2	robust	robust	ADJ
cana-1746	40	3	probability	probability	NOUN
cana-1746	40	4	estimation	estimation	NOUN
cana-1746	40	5	tool	tool	NOUN
cana-1746	40	6	for	for	ADP
cana-1746	40	7	simulating	simulate	VERB
cana-1746	40	8	generative	generative	ADJ
cana-1746	40	9	sequences	sequence	NOUN
cana-1746	40	10	,	,	PUNCT
cana-1746	40	11	or	or	CCONJ
cana-1746	40	12	sequences	sequence	NOUN
cana-1746	40	13	that	that	PRON
cana-1746	40	14	may	may	AUX
cana-1746	40	15	be	be	AUX
cana-1746	40	16	described	describe	VERB
cana-1746	40	17	by	by	ADP
cana-1746	40	18	a	a	DET
cana-1746	40	19	secret	secret	ADJ
cana-1746	40	20	mechanism	mechanism	NOUN
cana-1746	40	21	providing	provide	VERB
cana-1746	40	22	an	an	DET
cana-1746	40	23	observable	observable	ADJ
cana-1746	40	24	sequence	sequence	NOUN
cana-1746	40	25	,	,	PUNCT
cana-1746	40	26	is	be	AUX
cana-1746	40	27	the	the	DET
cana-1746	40	28	concealed	conceal	VERB
cana-1746	40	29	markov	markov	NOUN
cana-1746	40	30	prototypical	prototypical	ADJ
cana-1746	40	31	.	.	PUNCT
cana-1746	41	1	the	the	DET
cana-1746	41	2	hidden	hide	VERB
cana-1746	41	3	markov	markov	NOUN
cana-1746	41	4	model	model	NOUN
cana-1746	41	5	is	be	AUX
cana-1746	41	6	a	a	DET
cana-1746	41	7	directed	direct	VERB
cana-1746	41	8	graphical	graphical	ADJ
cana-1746	41	9	model	model	NOUN
cana-1746	41	10	which	which	PRON
cana-1746	41	11	estimates	estimate	VERB
cana-1746	41	12	conditional	conditional	ADJ
cana-1746	41	13	probability	probability	NOUN
cana-1746	41	14	distributions	distribution	NOUN
cana-1746	41	15	based	base	VERB
cana-1746	41	16	on	on	ADP
cana-1746	41	17	limited	limited	ADJ
cana-1746	41	18	history	history	NOUN
cana-1746	41	19	using	use	VERB
cana-1746	41	20	the	the	DET
cana-1746	41	21	markov	markov	NOUN
cana-1746	41	22	property	property	NOUN
cana-1746	41	23	.	.	PUNCT
cana-1746	42	1	there	there	PRON
cana-1746	42	2	are	be	VERB
cana-1746	42	3	n	n	PRON
cana-1746	42	4	numbers	number	NOUN
cana-1746	42	5	of	of	ADP
cana-1746	42	6	conditions	condition	NOUN
cana-1746	42	7	in	in	ADP
cana-1746	42	8	the	the	DET
cana-1746	42	9	model	model	NOUN
cana-1746	42	10	.	.	PUNCT
cana-1746	43	1	while	while	SCONJ
cana-1746	43	2	conditions	condition	NOUN
cana-1746	43	3	are	be	AUX
cana-1746	43	4	concealed	conceal	VERB
cana-1746	43	5	,	,	PUNCT
cana-1746	43	6	for	for	ADP
cana-1746	43	7	countless	countless	ADJ
cana-1746	43	8	real	real	ADJ
cana-1746	43	9	-	-	PUNCT
cana-1746	43	10	world	world	NOUN
cana-1746	43	11	applications	application	NOUN
cana-1746	43	12	there	there	PRON
cana-1746	43	13	is	be	VERB
cana-1746	43	14	frequently	frequently	ADV
cana-1746	43	15	around	around	ADP
cana-1746	43	16	corporeal	corporeal	ADJ
cana-1746	43	17	consequence	consequence	NOUN
cana-1746	43	18	devoted	devote	VERB
cana-1746	43	19	to	to	ADP
cana-1746	43	20	the	the	DET
cana-1746	43	21	states	state	NOUN
cana-1746	43	22	or	or	CCONJ
cana-1746	43	23	the	the	DET
cana-1746	43	24	groups	group	NOUN
cana-1746	43	25	of	of	ADP
cana-1746	43	26	conditions	condition	NOUN
cana-1746	43	27	of	of	ADP
cana-1746	43	28	the	the	DET
cana-1746	43	29	prototypical	prototypical	ADJ
cana-1746	43	30	.	.	PUNCT
cana-1746	44	1	they	they	PRON
cana-1746	44	2	stand	stand	VERB
cana-1746	44	3	a	a	DET
cana-1746	44	4	kind	kind	NOUN
cana-1746	44	5	of	of	ADP
cana-1746	44	6	the	the	DET
cana-1746	44	7	generative	generative	ADJ
cana-1746	44	8	model	model	NOUN
cana-1746	44	9	,	,	PUNCT
cana-1746	44	10	which	which	PRON
cana-1746	44	11	defines	define	VERB
cana-1746	44	12	probability	probability	NOUN
cana-1746	44	13	distribution	distribution	NOUN
cana-1746	44	14	with	with	ADP
cana-1746	44	15	respect	respect	NOUN
cana-1746	44	16	to	to	ADP
cana-1746	44	17	observation	observation	NOUN
cana-1746	44	18	sequences	sequence	NOUN
cana-1746	44	19	and	and	CCONJ
cana-1746	44	20	their	their	PRON
cana-1746	44	21	corresponding	correspond	VERB
cana-1746	44	22	label	label	NOUN
cana-1746	44	23	sequences	sequence	NOUN
cana-1746	44	24	[	[	X
cana-1746	44	25	rabiner	rabiner	ADJ
cana-1746	44	26	1989	1989	NUM
cana-1746	44	27	]	]	PUNCT
cana-1746	44	28	.	.	PUNCT
cana-1746	45	1	a	a	DET
cana-1746	45	2	crf	crf	PROPN
cana-1746	45	3	is	be	AUX
cana-1746	45	4	a	a	DET
cana-1746	45	5	kind	kind	NOUN
cana-1746	45	6	of	of	ADP
cana-1746	45	7	communications	communication	NOUN
cana-1746	45	8	on	on	ADP
cana-1746	45	9	applied	apply	VERB
cana-1746	45	10	nonlinear	nonlinear	ADJ
cana-1746	45	11	analysis	analysis	NOUN
cana-1746	45	12	issn	issn	NOUN
cana-1746	45	13	:	:	PUNCT
cana-1746	45	14	1074	1074	NUM
cana-1746	45	15	-	-	PUNCT
cana-1746	45	16	133x	133x	NUM
cana-1746	45	17	vol	vol	NOUN
cana-1746	45	18	32	32	NUM
cana-1746	45	19	no	no	NOUN
cana-1746	45	20	.	.	NOUN
cana-1746	45	21	2	2	NUM
cana-1746	45	22	(	(	PUNCT
cana-1746	45	23	2025	2025	NUM
cana-1746	45	24	)	)	PUNCT
cana-1746	45	25	339	339	NUM
cana-1746	45	26	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1746	45	27	undirected	undirected	ADJ
cana-1746	45	28	model	model	NOUN
cana-1746	45	29	just	just	ADV
cana-1746	45	30	like	like	ADP
cana-1746	45	31	graph	graph	NOUN
cana-1746	45	32	models	model	NOUN
cana-1746	45	33	;	;	PUNCT
cana-1746	45	34	it	it	PRON
cana-1746	45	35	describes	describe	VERB
cana-1746	45	36	one	one	NUM
cana-1746	45	37	specific	specific	ADJ
cana-1746	45	38	distribution	distribution	NOUN
cana-1746	45	39	of	of	ADP
cana-1746	45	40	label	label	NOUN
cana-1746	45	41	sequences	sequence	NOUN
cana-1746	45	42	conditional	conditional	ADJ
cana-1746	45	43	on	on	ADP
cana-1746	45	44	an	an	DET
cana-1746	45	45	observed	observed	ADJ
cana-1746	45	46	sequence	sequence	NOUN
cana-1746	45	47	of	of	ADP
cana-1746	45	48	labels	label	NOUN
cana-1746	45	49	.	.	PUNCT
cana-1746	46	1	the	the	DET
cana-1746	46	2	conditional	conditional	ADJ
cana-1746	46	3	probability	probability	NOUN
cana-1746	46	4	is	be	AUX
cana-1746	46	5	identified	identify	VERB
cana-1746	46	6	by	by	ADP
cana-1746	46	7	the	the	DET
cana-1746	46	8	crf	crf	PROPN
cana-1746	46	9	model	model	NOUN
cana-1746	46	10	.	.	PUNCT
cana-1746	47	1	the	the	DET
cana-1746	47	2	distribution	distribution	NOUN
cana-1746	47	3	of	of	ADP
cana-1746	47	4	label	label	NOUN
cana-1746	47	5	sequences	sequence	NOUN
cana-1746	47	6	under	under	ADP
cana-1746	47	7	a	a	DET
cana-1746	47	8	provided	provide	VERB
cana-1746	47	9	observation	observation	NOUN
cana-1746	47	10	sequence	sequence	NOUN
cana-1746	47	11	as	as	SCONJ
cana-1746	47	12	contrasted	contrast	VERB
cana-1746	47	13	to	to	ADP
cana-1746	47	14	joint	joint	ADJ
cana-1746	47	15	probability	probability	NOUN
cana-1746	47	16	distribution	distribution	NOUN
cana-1746	47	17	between	between	ADP
cana-1746	47	18	the	the	DET
cana-1746	47	19	tag	tag	NOUN
cana-1746	47	20	and	and	CCONJ
cana-1746	47	21	the	the	DET
cana-1746	47	22	observation	observation	NOUN
cana-1746	47	23	arrangements	arrangement	NOUN
cana-1746	47	24	.	.	PUNCT
cana-1746	48	1	it	it	PRON
cana-1746	48	2	formally	formally	ADV
cana-1746	48	3	brings	bring	VERB
cana-1746	48	4	g	g	NOUN
cana-1746	48	5	=	=	SYM
cana-1746	48	6	(	(	PUNCT
cana-1746	48	7	v	v	NOUN
cana-1746	48	8	,	,	PUNCT
cana-1746	48	9	e	e	NOUN
cana-1746	48	10	)	)	PUNCT
cana-1746	48	11	to	to	PART
cana-1746	48	12	denote	denote	VERB
cana-1746	48	13	an	an	DET
cana-1746	48	14	undirected	undirected	ADJ
cana-1746	48	15	graph	graph	NOUN
cana-1746	48	16	for	for	ADP
cana-1746	48	17	each	each	PRON
cana-1746	48	18	of	of	ADP
cana-1746	48	19	the	the	DET
cana-1746	48	20	random	random	ADJ
cana-1746	48	21	variables	variable	NOUN
cana-1746	48	22	signifies	signify	VERB
cana-1746	48	23	an	an	DET
cana-1746	48	24	element	element	NOUN
cana-1746	48	25	.	.	PUNCT
cana-1746	49	1	however	however	ADV
cana-1746	49	2	,	,	PUNCT
cana-1746	49	3	if	if	SCONJ
cana-1746	49	4	each	each	DET
cana-1746	49	5	random	random	ADJ
cana-1746	49	6	variable	variable	NOUN
cana-1746	49	7	yv	yv	PROPN
cana-1746	49	8	satisfies	satisfie	NOUN
cana-1746	49	9	markov	markov	NOUN
cana-1746	49	10	property	property	NOUN
cana-1746	49	11	with	with	ADP
cana-1746	49	12	respect	respect	NOUN
cana-1746	49	13	to	to	ADP
cana-1746	49	14	g	g	NOUN
cana-1746	49	15	,	,	PUNCT
cana-1746	49	16	then	then	ADV
cana-1746	49	17	,	,	PUNCT
cana-1746	49	18	the	the	DET
cana-1746	49	19	model	model	NOUN
cana-1746	49	20	is	be	AUX
cana-1746	49	21	limited	limit	VERB
cana-1746	49	22	to	to	ADP
cana-1746	49	23	conditional	conditional	ADJ
cana-1746	49	24	random	random	ADJ
cana-1746	49	25	fields	field	NOUN
cana-1746	49	26	of	of	ADP
cana-1746	49	27	(	(	PUNCT
cana-1746	49	28	y	y	PROPN
cana-1746	49	29	,	,	PUNCT
cana-1746	49	30	x	x	NOUN
cana-1746	49	31	)	)	PUNCT
cana-1746	49	32	.	.	PUNCT
cana-1746	50	1	in	in	ADP
cana-1746	50	2	machine	machine	NOUN
cana-1746	50	3	transcription	transcription	NOUN
cana-1746	50	4	,	,	PUNCT
cana-1746	50	5	the	the	DET
cana-1746	50	6	option	option	NOUN
cana-1746	50	7	crf	crf	PROPN
cana-1746	50	8	can	can	AUX
cana-1746	50	9	be	be	AUX
cana-1746	50	10	used	use	VERB
cana-1746	50	11	and	and	CCONJ
cana-1746	50	12	from	from	ADP
cana-1746	50	13	the	the	DET
cana-1746	50	14	basis	basis	NOUN
cana-1746	50	15	language	language	NOUN
cana-1746	50	16	word	word	NOUN
cana-1746	50	17	,	,	PUNCT
cana-1746	50	18	it	it	PRON
cana-1746	50	19	can	can	AUX
cana-1746	50	20	generate	generate	VERB
cana-1746	50	21	the	the	DET
cana-1746	50	22	objective	objective	ADJ
cana-1746	50	23	language	language	NOUN
cana-1746	50	24	word	word	NOUN
cana-1746	50	25	.	.	PUNCT
cana-1746	51	1	crf	crf	PROPN
cana-1746	51	2	has	have	AUX
cana-1746	51	3	been	be	AUX
cana-1746	51	4	defined	define	VERB
cana-1746	51	5	here	here	ADV
cana-1746	51	6	as	as	ADP
cana-1746	51	7	conditional	conditional	ADJ
cana-1746	51	8	probability	probability	NOUN
cana-1746	51	9	distribution	distribution	NOUN
cana-1746	51	10	functions	function	NOUN
cana-1746	51	11	that	that	PRON
cana-1746	51	12	map	map	VERB
cana-1746	51	13	the	the	DET
cana-1746	51	14	basis	basis	NOUN
cana-1746	51	15	language	language	NOUN
cana-1746	51	16	words	word	NOUN
cana-1746	51	17	to	to	ADP
cana-1746	51	18	the	the	DET
cana-1746	51	19	objective	objective	ADJ
cana-1746	51	20	language	language	NOUN
cana-1746	51	21	words	word	NOUN
cana-1746	51	22	.	.	PUNCT
cana-1746	52	1	[	[	X
cana-1746	52	2	lafferty	lafferty	NOUN
cana-1746	52	3	2001	2001	NUM
cana-1746	52	4	,	,	PUNCT
cana-1746	52	5	wallach	wallach	PROPN
cana-1746	52	6	2004	2004	NUM
cana-1746	52	7	]	]	PUNCT
cana-1746	52	8	.	.	PUNCT
cana-1746	53	1	a	a	DET
cana-1746	53	2	true	true	ADJ
cana-1746	53	3	and	and	CCONJ
cana-1746	53	4	effective	effective	ADJ
cana-1746	53	5	probability	probability	NOUN
cana-1746	53	6	model	model	NOUN
cana-1746	53	7	,	,	PUNCT
cana-1746	53	8	the	the	DET
cana-1746	53	9	maximum	maximum	PROPN
cana-1746	53	10	entropy	entropy	PROPN
cana-1746	53	11	model	model	NOUN
cana-1746	53	12	has	have	AUX
cana-1746	53	13	been	be	AUX
cana-1746	53	14	applied	apply	VERB
cana-1746	53	15	in	in	ADP
cana-1746	53	16	heterogeneous	heterogeneous	ADJ
cana-1746	53	17	information	information	NOUN
cana-1746	53	18	indeed	indeed	ADV
cana-1746	53	19	.	.	PUNCT
cana-1746	54	1	in	in	ADP
cana-1746	54	2	the	the	DET
cana-1746	54	3	mem	mem	NOUN
cana-1746	54	4	,	,	PUNCT
cana-1746	54	5	an	an	DET
cana-1746	54	6	event	event	NOUN
cana-1746	54	7	(	(	PUNCT
cana-1746	54	8	ev	ev	X
cana-1746	54	9	)	)	PUNCT
cana-1746	54	10	is	be	AUX
cana-1746	54	11	often	often	ADV
cana-1746	54	12	described	describe	VERB
cana-1746	54	13	to	to	PART
cana-1746	54	14	be	be	AUX
cana-1746	54	15	comprise	comprise	NOUN
cana-1746	54	16	of	of	ADP
cana-1746	54	17	a	a	DET
cana-1746	54	18	objective	objective	ADJ
cana-1746	54	19	event	event	NOUN
cana-1746	54	20	(	(	PUNCT
cana-1746	54	21	te	te	PROPN
cana-1746	54	22	)	)	PUNCT
cana-1746	54	23	and	and	CCONJ
cana-1746	54	24	a	a	DET
cana-1746	54	25	history	history	NOUN
cana-1746	54	26	event	event	NOUN
cana-1746	54	27	(	(	PUNCT
cana-1746	54	28	he	he	PRON
cana-1746	54	29	)	)	PUNCT
cana-1746	54	30	;	;	PUNCT
cana-1746	54	31	let	let	VERB
cana-1746	54	32	us	we	PRON
cana-1746	54	33	write	write	VERB
cana-1746	54	34	ev=<te	ev=<te	PROPN
cana-1746	54	35	,	,	PUNCT
cana-1746	54	36	he	he	PRON
cana-1746	54	37	>	>	X
cana-1746	54	38	the	the	DET
cana-1746	54	39	existence	existence	NOUN
cana-1746	54	40	of	of	ADP
cana-1746	54	41	some	some	DET
cana-1746	54	42	characteristics	characteristic	NOUN
cana-1746	54	43	in	in	ADP
cana-1746	54	44	event	event	NOUN
cana-1746	54	45	ev	ev	X
cana-1746	54	46	is	be	AUX
cana-1746	54	47	represented	represent	VERB
cana-1746	54	48	by	by	ADP
cana-1746	54	49	a	a	DET
cana-1746	54	50	set	set	NOUN
cana-1746	54	51	of	of	ADP
cana-1746	54	52	feature	feature	NOUN
cana-1746	54	53	functions	function	NOUN
cana-1746	54	54	,	,	PUNCT
cana-1746	54	55	fei(ev	fei(ev	PROPN
cana-1746	54	56	)	)	PUNCT
cana-1746	54	57	.	.	PUNCT
cana-1746	55	1	in	in	ADP
cana-1746	55	2	feature	feature	NOUN
cana-1746	55	3	learning	learn	VERB
cana-1746	55	4	a	a	DET
cana-1746	55	5	feature	feature	NOUN
cana-1746	55	6	function	function	NOUN
cana-1746	55	7	is	be	AUX
cana-1746	55	8	computed	compute	VERB
cana-1746	55	9	to	to	PART
cana-1746	55	10	be	be	AUX
cana-1746	55	11	a	a	DET
cana-1746	55	12	binary	binary	ADV
cana-1746	55	13	-	-	PUNCT
cana-1746	55	14	valued	value	VERB
cana-1746	55	15	function	function	NOUN
cana-1746	55	16	.	.	PUNCT
cana-1746	56	1	it	it	PRON
cana-1746	56	2	is	be	AUX
cana-1746	56	3	activated	activate	VERB
cana-1746	56	4	if	if	SCONJ
cana-1746	56	5	it	it	PRON
cana-1746	56	6	undergoes	undergo	VERB
cana-1746	56	7	its	its	PRON
cana-1746	56	8	activating	activate	VERB
cana-1746	56	9	condition	condition	NOUN
cana-1746	56	10	;	;	PUNCT
cana-1746	56	11	else	else	ADV
cana-1746	56	12	,	,	PUNCT
cana-1746	56	13	it	it	PRON
cana-1746	56	14	is	be	AUX
cana-1746	56	15	deactivated	deactivate	VERB
cana-1746	56	16	(	(	PUNCT
cana-1746	56	17	fei(ev	fei(ev	X
cana-1746	56	18	)	)	PUNCT
cana-1746	56	19	=	=	SYM
cana-1746	56	20	0	0	NUM
cana-1746	56	21	)	)	PUNCT
cana-1746	56	22	.	.	PUNCT
cana-1746	57	1	[	[	X
cana-1746	57	2	berger	berger	NOUN
cana-1746	57	3	1996	1996	NUM
cana-1746	57	4	]	]	PUNCT
cana-1746	57	5	.	.	PUNCT
cana-1746	58	1	hybrid	hybrid	ADJ
cana-1746	58	2	approach	approach	NOUN
cana-1746	58	3	is	be	AUX
cana-1746	58	4	a	a	DET
cana-1746	58	5	good	good	ADJ
cana-1746	58	6	approach	approach	NOUN
cana-1746	58	7	of	of	ADP
cana-1746	58	8	converting	convert	VERB
cana-1746	58	9	both	both	DET
cana-1746	58	10	rule	rule	NOUN
cana-1746	58	11	based	base	VERB
cana-1746	58	12	and	and	CCONJ
cana-1746	58	13	statistical	statistical	ADJ
cana-1746	58	14	approaches	approach	NOUN
cana-1746	58	15	to	to	PART
cana-1746	58	16	create	create	VERB
cana-1746	58	17	maximum	maximum	ADJ
cana-1746	58	18	performance	performance	NOUN
cana-1746	58	19	.	.	PUNCT
cana-1746	59	1	combined	combine	VERB
cana-1746	59	2	approach	approach	NOUN
cana-1746	59	3	used	use	VERB
cana-1746	59	4	multiple	multiple	ADJ
cana-1746	59	5	graphemes	grapheme	NOUN
cana-1746	59	6	or	or	CCONJ
cana-1746	59	7	phoneme	phoneme	NOUN
cana-1746	59	8	-	-	PUNCT
cana-1746	59	9	based	base	VERB
cana-1746	59	10	methods	method	NOUN
cana-1746	59	11	at	at	ADP
cana-1746	59	12	a	a	DET
cana-1746	59	13	time	time	NOUN
cana-1746	59	14	but	but	CCONJ
cana-1746	59	15	not	not	PART
cana-1746	59	16	both	both	PRON
cana-1746	59	17	.	.	PUNCT
cana-1746	60	1	in	in	ADP
cana-1746	60	2	this	this	DET
cana-1746	60	3	section	section	NOUN
cana-1746	60	4	we	we	PRON
cana-1746	60	5	have	have	AUX
cana-1746	60	6	discussed	discuss	VERB
cana-1746	60	7	existing	exist	VERB
cana-1746	60	8	machine	machine	NOUN
cana-1746	60	9	transcription	transcription	NOUN
cana-1746	60	10	models	model	NOUN
cana-1746	60	11	as	as	ADP
cana-1746	60	12	grapheme	grapheme	NOUN
cana-1746	60	13	based	base	VERB
cana-1746	60	14	,	,	PUNCT
cana-1746	60	15	phoneme	phoneme	NOUN
cana-1746	60	16	based	base	VERB
cana-1746	60	17	,	,	PUNCT
cana-1746	60	18	hybrid	hybrid	ADJ
cana-1746	60	19	transcription	transcription	NOUN
cana-1746	60	20	and	and	CCONJ
cana-1746	60	21	combined	combine	VERB
cana-1746	60	22	transcription	transcription	NOUN
cana-1746	60	23	methods	method	NOUN
cana-1746	60	24	.	.	PUNCT
cana-1746	61	1	the	the	DET
cana-1746	61	2	detailed	detailed	ADJ
cana-1746	61	3	literature	literature	NOUN
cana-1746	61	4	survey	survey	NOUN
cana-1746	61	5	of	of	ADP
cana-1746	61	6	the	the	DET
cana-1746	61	7	transcription	transcription	NOUN
cana-1746	61	8	for	for	ADP
cana-1746	61	9	the	the	DET
cana-1746	61	10	cross	cross	ADJ
cana-1746	61	11	-	-	ADJ
cana-1746	61	12	language	language	ADJ
cana-1746	61	13	information	information	NOUN
cana-1746	61	14	retrieval	retrieval	NOUN
cana-1746	61	15	is	be	AUX
cana-1746	61	16	discussed	discuss	VERB
cana-1746	61	17	in	in	ADP
cana-1746	61	18	the	the	DET
cana-1746	61	19	section	section	NOUN
cana-1746	61	20	2	2	NUM
cana-1746	61	21	.	.	PUNCT
cana-1746	62	1	the	the	DET
cana-1746	62	2	section	section	NOUN
cana-1746	62	3	3	3	NUM
cana-1746	62	4	is	be	AUX
cana-1746	62	5	about	about	ADP
cana-1746	62	6	the	the	DET
cana-1746	62	7	proposed	propose	VERB
cana-1746	62	8	methodology	methodology	NOUN
cana-1746	62	9	and	and	CCONJ
cana-1746	62	10	result	result	VERB
cana-1746	62	11	analysis	analysis	NOUN
cana-1746	62	12	presented	present	VERB
cana-1746	62	13	in	in	ADP
cana-1746	62	14	the	the	DET
cana-1746	62	15	section	section	NOUN
cana-1746	62	16	4	4	NUM
cana-1746	62	17	whereas	whereas	SCONJ
cana-1746	62	18	the	the	DET
cana-1746	62	19	study	study	NOUN
cana-1746	62	20	is	be	AUX
cana-1746	62	21	concluded	conclude	VERB
cana-1746	62	22	in	in	ADP
cana-1746	62	23	the	the	DET
cana-1746	62	24	section	section	NOUN
cana-1746	62	25	5	5	NUM
cana-1746	62	26	.	.	SYM
cana-1746	62	27	2	2	NUM
cana-1746	62	28	.	.	X
cana-1746	62	29	literature	literature	NOUN
cana-1746	62	30	survey	survey	PROPN
cana-1746	62	31	local	local	ADJ
cana-1746	62	32	language	language	NOUN
cana-1746	62	33	technology	technology	NOUN
cana-1746	62	34	in	in	ADP
cana-1746	62	35	india	india	PROPN
cana-1746	62	36	during	during	ADP
cana-1746	62	37	1980	1980	NUM
cana-1746	62	38	-	-	SYM
cana-1746	62	39	90	90	NUM
cana-1746	62	40	:	:	PUNCT
cana-1746	62	41	presently	presently	ADV
cana-1746	62	42	,	,	PUNCT
cana-1746	62	43	the	the	DET
cana-1746	62	44	government	government	NOUN
cana-1746	62	45	of	of	ADP
cana-1746	62	46	india	india	PROPN
cana-1746	62	47	’s	’s	PART
cana-1746	62	48	,	,	PUNCT
cana-1746	62	49	c	c	X
cana-1746	62	50	-	-	PUNCT
cana-1746	62	51	dac	dac	PROPN
cana-1746	62	52	is	be	AUX
cana-1746	62	53	the	the	DET
cana-1746	62	54	market	market	NOUN
cana-1746	62	55	leader	leader	NOUN
cana-1746	62	56	in	in	ADP
cana-1746	62	57	local	local	ADJ
cana-1746	62	58	language	language	NOUN
cana-1746	62	59	software	software	NOUN
cana-1746	62	60	.	.	PUNCT
cana-1746	63	1	early	early	ADV
cana-1746	63	2	in	in	ADP
cana-1746	63	3	the	the	DET
cana-1746	63	4	1980s	1980s	NUM
cana-1746	63	5	,	,	PUNCT
cana-1746	63	6	gist	gist	NOUN
cana-1746	63	7	(	(	PUNCT
cana-1746	63	8	graphics	graphic	NOUN
cana-1746	63	9	and	and	CCONJ
cana-1746	63	10	intelligence	intelligence	NOUN
cana-1746	63	11	–	–	PUNCT
cana-1746	63	12	based	base	VERB
cana-1746	63	13	script	script	NOUN
cana-1746	63	14	technology	technology	NOUN
cana-1746	63	15	)	)	PUNCT
cana-1746	63	16	was	be	AUX
cana-1746	63	17	successful	successful	ADJ
cana-1746	63	18	.	.	PUNCT
cana-1746	64	1	in	in	ADP
cana-1746	64	2	matters	matter	NOUN
cana-1746	64	3	related	relate	VERB
cana-1746	64	4	to	to	ADP
cana-1746	64	5	it	it	PRON
cana-1746	64	6	application	application	NOUN
cana-1746	64	7	for	for	ADP
cana-1746	64	8	indian	indian	ADJ
cana-1746	64	9	languages	language	NOUN
cana-1746	64	10	,	,	PUNCT
cana-1746	64	11	a	a	DET
cana-1746	64	12	work	work	NOUN
cana-1746	64	13	that	that	PRON
cana-1746	64	14	is	be	AUX
cana-1746	64	15	path	path	NOUN
cana-1746	64	16	breaking	breaking	NOUN
cana-1746	64	17	has	have	AUX
cana-1746	64	18	been	be	AUX
cana-1746	64	19	done	do	VERB
cana-1746	64	20	by	by	ADP
cana-1746	64	21	cdac	cdac	PROPN
cana-1746	64	22	.	.	PUNCT
cana-1746	65	1	the	the	DET
cana-1746	65	2	indian	indian	ADJ
cana-1746	65	3	scripts	script	NOUN
cana-1746	65	4	can	can	AUX
cana-1746	65	5	be	be	AUX
cana-1746	65	6	typed	type	VERB
cana-1746	65	7	on	on	ADP
cana-1746	65	8	a	a	DET
cana-1746	65	9	keyboard	keyboard	NOUN
cana-1746	65	10	having	have	VERB
cana-1746	65	11	an	an	DET
cana-1746	65	12	overlay	overlay	NOUN
cana-1746	65	13	of	of	ADP
cana-1746	65	14	the	the	DET
cana-1746	65	15	concerned	concerned	ADJ
cana-1746	65	16	indian	indian	ADJ
cana-1746	65	17	scripts	script	NOUN
cana-1746	65	18	,	,	PUNCT
cana-1746	65	19	and	and	CCONJ
cana-1746	65	20	any	any	DET
cana-1746	65	21	non	non	ADJ
cana-1746	65	22	-	-	ADJ
cana-1746	65	23	indian	indian	ADJ
cana-1746	65	24	scripts	script	NOUN
cana-1746	65	25	can	can	AUX
cana-1746	65	26	be	be	AUX
cana-1746	65	27	converted	convert	VERB
cana-1746	65	28	to	to	ADP
cana-1746	65	29	the	the	DET
cana-1746	65	30	desired	desire	VERB
cana-1746	65	31	indian	indian	ADJ
cana-1746	65	32	scripts	script	NOUN
cana-1746	65	33	based	base	VERB
cana-1746	65	34	on	on	ADP
cana-1746	65	35	the	the	DET
cana-1746	65	36	information	information	NOUN
cana-1746	65	37	entered	enter	VERB
cana-1746	65	38	on	on	ADP
cana-1746	65	39	the	the	DET
cana-1746	65	40	keyboard	keyboard	NOUN
cana-1746	65	41	and	and	CCONJ
cana-1746	65	42	c	c	PROPN
cana-1746	65	43	code	code	NOUN
cana-1746	65	44	(	(	PUNCT
cana-1746	65	45	see	see	VERB
cana-1746	65	46	fig	fig	NOUN
cana-1746	65	47	2	2	NUM
cana-1746	65	48	)	)	PUNCT
cana-1746	65	49	allows	allow	VERB
cana-1746	65	50	display	display	NOUN
cana-1746	65	51	of	of	ADP
cana-1746	65	52	various	various	ADJ
cana-1746	65	53	indian	indian	ADJ
cana-1746	65	54	scripts	script	NOUN
cana-1746	65	55	on	on	ADP
cana-1746	65	56	the	the	DET
cana-1746	65	57	computer	computer	NOUN
cana-1746	65	58	monitor	monitor	NOUN
cana-1746	65	59	screen	screen	NOUN
cana-1746	65	60	.	.	PUNCT
cana-1746	66	1	taking	take	VERB
cana-1746	66	2	in	in	ADP
cana-1746	66	3	consideration	consideration	NOUN
cana-1746	66	4	the	the	DET
cana-1746	66	5	interest	interest	NOUN
cana-1746	66	6	of	of	ADP
cana-1746	66	7	the	the	DET
cana-1746	66	8	indian	indian	ADJ
cana-1746	66	9	language	language	NOUN
cana-1746	66	10	the	the	DET
cana-1746	66	11	department	department	NOUN
cana-1746	66	12	of	of	ADP
cana-1746	66	13	electronics	electronics	PROPN
cana-1746	66	14	(	(	PUNCT
cana-1746	66	15	doe	doe	NOUN
cana-1746	66	16	)	)	PUNCT
cana-1746	66	17	arranged	arrange	VERB
cana-1746	66	18	a	a	DET
cana-1746	66	19	first	first	ADJ
cana-1746	66	20	symposium	symposium	NOUN
cana-1746	66	21	on	on	ADP
cana-1746	66	22	‘	'	PUNCT
cana-1746	66	23	linguistic	linguistic	ADJ
cana-1746	66	24	implications	implication	NOUN
cana-1746	66	25	of	of	ADP
cana-1746	66	26	computer	computer	NOUN
cana-1746	66	27	based	base	VERB
cana-1746	66	28	information	information	NOUN
cana-1746	66	29	processing	processing	NOUN
cana-1746	66	30	’	'	PUNCT
cana-1746	66	31	in	in	ADP
cana-1746	66	32	1979	1979	NUM
cana-1746	66	33	and	and	CCONJ
cana-1746	66	34	ten	ten	NUM
cana-1746	66	35	projects	project	NOUN
cana-1746	66	36	were	be	AUX
cana-1746	66	37	initiated	initiate	VERB
cana-1746	66	38	at	at	ADP
cana-1746	66	39	the	the	DET
cana-1746	66	40	various	various	ADJ
cana-1746	66	41	indian	indian	PROPN
cana-1746	66	42	institute	institute	PROPN
cana-1746	66	43	of	of	ADP
cana-1746	66	44	technologies	technology	NOUN
cana-1746	66	45	(	(	PUNCT
cana-1746	66	46	iits	iit	NOUN
cana-1746	66	47	)	)	PUNCT
cana-1746	66	48	,	,	PUNCT
cana-1746	66	49	bombay	bombay	PROPN
cana-1746	66	50	university	university	PROPN
cana-1746	66	51	,	,	PUNCT
cana-1746	66	52	birla	birla	PROPN
cana-1746	66	53	institute	institute	PROPN
cana-1746	66	54	of	of	ADP
cana-1746	66	55	technology	technology	PROPN
cana-1746	66	56	and	and	CCONJ
cana-1746	66	57	science	science	NOUN
cana-1746	66	58	(	(	PUNCT
cana-1746	66	59	bits	bit	NOUN
cana-1746	66	60	)	)	PUNCT
cana-1746	66	61	pilani	pilani	NOUN
cana-1746	66	62	,	,	PUNCT
cana-1746	66	63	national	national	ADJ
cana-1746	66	64	council	council	PROPN
cana-1746	66	65	of	of	ADP
cana-1746	66	66	education	education	PROPN
cana-1746	66	67	(	(	PUNCT
cana-1746	66	68	nce	nce	NOUN
cana-1746	66	69	)	)	PUNCT
cana-1746	66	70	calcutta	calcutta	NOUN
cana-1746	66	71	and	and	CCONJ
cana-1746	66	72	jadhavpur	jadhavpur	PROPN
cana-1746	66	73	university	university	NOUN
cana-1746	66	74	.	.	PUNCT
cana-1746	67	1	the	the	DET
cana-1746	67	2	department	department	PROPN
cana-1746	67	3	of	of	ADP
cana-1746	67	4	electronics	electronic	NOUN
cana-1746	67	5	initiated	initiate	VERB
cana-1746	67	6	a	a	DET
cana-1746	67	7	programme	programme	NOUN
cana-1746	67	8	on	on	ADP
cana-1746	67	9	"	"	PUNCT
cana-1746	67	10	electronic	electronic	ADJ
cana-1746	67	11	tools	tool	NOUN
cana-1746	67	12	for	for	ADP
cana-1746	67	13	indian	indian	ADJ
cana-1746	67	14	languages	language	NOUN
cana-1746	67	15	(	(	PUNCT
cana-1746	67	16	etil	etil	NOUN
cana-1746	67	17	)	)	PUNCT
cana-1746	67	18	"	"	PUNCT
cana-1746	67	19	in	in	ADP
cana-1746	67	20	1987	1987	NUM
cana-1746	67	21	.	.	PUNCT
cana-1746	68	1	this	this	DET
cana-1746	68	2	programme	programme	NOUN
cana-1746	68	3	was	be	AUX
cana-1746	68	4	concerned	concern	VERB
cana-1746	68	5	with	with	ADP
cana-1746	68	6	the	the	DET
cana-1746	68	7	lexicographic	lexicographic	ADJ
cana-1746	68	8	processes	process	NOUN
cana-1746	68	9	for	for	ADP
cana-1746	68	10	indian	indian	ADJ
cana-1746	68	11	language	language	NOUN
cana-1746	68	12	processing	processing	NOUN
cana-1746	68	13	,	,	PUNCT
cana-1746	68	14	new	new	ADJ
cana-1746	68	15	areas	area	NOUN
cana-1746	68	16	of	of	ADP
cana-1746	68	17	applications	application	NOUN
cana-1746	68	18	of	of	ADP
cana-1746	68	19	the	the	DET
cana-1746	68	20	developed	develop	VERB
cana-1746	68	21	tools	tool	NOUN
cana-1746	68	22	,	,	PUNCT
cana-1746	68	23	evaluation	evaluation	NOUN
cana-1746	68	24	and	and	CCONJ
cana-1746	68	25	feedback	feedback	NOUN
cana-1746	68	26	and	and	CCONJ
cana-1746	68	27	the	the	DET
cana-1746	68	28	dissemination	dissemination	NOUN
cana-1746	68	29	of	of	ADP
cana-1746	68	30	the	the	DET
cana-1746	68	31	research	research	NOUN
cana-1746	68	32	outcomes	outcome	NOUN
cana-1746	68	33	in	in	ADP
cana-1746	68	34	operational	operational	ADJ
cana-1746	68	35	systems	system	NOUN
cana-1746	68	36	.	.	PUNCT
cana-1746	69	1	communications	communication	NOUN
cana-1746	69	2	on	on	ADP
cana-1746	69	3	applied	apply	VERB
cana-1746	69	4	nonlinear	nonlinear	ADJ
cana-1746	69	5	analysis	analysis	NOUN
cana-1746	69	6	issn	issn	NOUN
cana-1746	69	7	:	:	PUNCT
cana-1746	69	8	1074	1074	NUM
cana-1746	69	9	-	-	PUNCT
cana-1746	69	10	133x	133x	NUM
cana-1746	69	11	vol	vol	NOUN
cana-1746	69	12	32	32	NUM
cana-1746	69	13	no	no	NOUN
cana-1746	69	14	.	.	NOUN
cana-1746	69	15	2	2	NUM
cana-1746	69	16	(	(	PUNCT
cana-1746	69	17	2025	2025	NUM
cana-1746	69	18	)	)	PUNCT
cana-1746	69	19	340	340	NUM
cana-1746	69	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	69	21	local	local	ADJ
cana-1746	69	22	language	language	NOUN
cana-1746	69	23	technology	technology	NOUN
cana-1746	69	24	in	in	ADP
cana-1746	69	25	india	india	PROPN
cana-1746	69	26	during	during	ADP
cana-1746	69	27	1990	1990	NUM
cana-1746	69	28	-	-	SYM
cana-1746	69	29	2000	2000	NUM
cana-1746	69	30	:	:	PUNCT
cana-1746	69	31	during	during	ADP
cana-1746	69	32	the	the	DET
cana-1746	69	33	events	event	NOUN
cana-1746	69	34	of	of	ADP
cana-1746	69	35	the	the	DET
cana-1746	69	36	viiith	viiith	NOUN
cana-1746	69	37	plan	plan	NOUN
cana-1746	69	38	in	in	ADP
cana-1746	69	39	india	india	PROPN
cana-1746	69	40	it	it	PRON
cana-1746	69	41	was	be	AUX
cana-1746	69	42	proposed	propose	VERB
cana-1746	69	43	to	to	PART
cana-1746	69	44	lay	lay	VERB
cana-1746	69	45	greater	great	ADJ
cana-1746	69	46	emphasis	emphasis	NOUN
cana-1746	69	47	on	on	ADP
cana-1746	69	48	language	language	NOUN
cana-1746	69	49	technology	technology	NOUN
cana-1746	69	50	for	for	ADP
cana-1746	69	51	indian	indian	ADJ
cana-1746	69	52	languages	language	NOUN
cana-1746	69	53	.	.	PUNCT
cana-1746	70	1	during	during	ADP
cana-1746	70	2	199091	199091	NUM
cana-1746	70	3	,	,	PUNCT
cana-1746	70	4	the	the	DET
cana-1746	70	5	department	department	NOUN
cana-1746	70	6	of	of	ADP
cana-1746	70	7	electronics	electronic	NOUN
cana-1746	70	8	,	,	PUNCT
cana-1746	70	9	government	government	NOUN
cana-1746	70	10	of	of	ADP
cana-1746	70	11	india	india	PROPN
cana-1746	70	12	,	,	PUNCT
cana-1746	70	13	started	start	VERB
cana-1746	70	14	a	a	DET
cana-1746	70	15	national	national	ADJ
cana-1746	70	16	level	level	NOUN
cana-1746	70	17	programme	programme	NOUN
cana-1746	70	18	‘	'	PUNCT
cana-1746	70	19	technology	technology	NOUN
cana-1746	70	20	development	development	NOUN
cana-1746	70	21	for	for	ADP
cana-1746	70	22	indian	indian	ADJ
cana-1746	70	23	languages	language	NOUN
cana-1746	70	24	(	(	PUNCT
cana-1746	70	25	t	t	NOUN
cana-1746	70	26	d	d	X
cana-1746	70	27	i	i	PROPN
cana-1746	70	28	l	l	NOUN
cana-1746	70	29	)	)	PUNCT
cana-1746	70	30	’	'	PUNCT
cana-1746	70	31	with	with	ADP
cana-1746	70	32	the	the	DET
cana-1746	70	33	specific	specific	ADJ
cana-1746	70	34	aim	aim	NOUN
cana-1746	70	35	to	to	PART
cana-1746	70	36	come	come	VERB
cana-1746	70	37	up	up	ADP
cana-1746	70	38	with	with	ADP
cana-1746	70	39	the	the	DET
cana-1746	70	40	necessary	necessary	ADJ
cana-1746	70	41	technologies	technology	NOUN
cana-1746	70	42	’	'	PUNCT
cana-1746	70	43	tools	tool	NOUN
cana-1746	70	44	for	for	ADP
cana-1746	70	45	indian	indian	ADJ
cana-1746	70	46	languages	language	NOUN
cana-1746	70	47	processing	processing	NOUN
cana-1746	70	48	and	and	CCONJ
cana-1746	70	49	to	to	PART
cana-1746	70	50	carry	carry	VERB
cana-1746	70	51	out	out	ADP
cana-1746	70	52	human	human	ADJ
cana-1746	70	53	machine	machine	NOUN
cana-1746	70	54	interface	interface	NOUN
cana-1746	70	55	in	in	ADP
cana-1746	70	56	indian	indian	ADJ
cana-1746	70	57	languages	language	NOUN
cana-1746	70	58	.	.	PUNCT
cana-1746	71	1	authenticated	authenticate	VERB
cana-1746	71	2	collection	collection	NOUN
cana-1746	71	3	of	of	ADP
cana-1746	71	4	india	india	PROPN
cana-1746	71	5	language	language	NOUN
cana-1746	71	6	text	text	NOUN
cana-1746	71	7	of	of	ADP
cana-1746	71	8	about	about	ADV
cana-1746	71	9	29	29	NUM
cana-1746	71	10	,	,	PUNCT
cana-1746	71	11	00,000	00,000	NUM
cana-1746	71	12	words	word	NOUN
cana-1746	71	13	in	in	ADP
cana-1746	71	14	tamil	tamil	PROPN
cana-1746	71	15	,	,	PUNCT
cana-1746	71	16	telugu	telugu	PROPN
cana-1746	71	17	,	,	PUNCT
cana-1746	71	18	kanada	kanada	PROPN
cana-1746	71	19	,	,	PUNCT
cana-1746	71	20	malayalam	malayalam	PROPN
cana-1746	71	21	,	,	PUNCT
cana-1746	71	22	assamese	assamese	PROPN
cana-1746	71	23	,	,	PUNCT
cana-1746	71	24	bengali	bengali	PROPN
cana-1746	71	25	,	,	PUNCT
cana-1746	71	26	oriya	oriya	PROPN
cana-1746	71	27	,	,	PUNCT
cana-1746	71	28	english	english	PROPN
cana-1746	71	29	,	,	PUNCT
cana-1746	71	30	hindi	hindi	NOUN
cana-1746	71	31	,	,	PUNCT
cana-1746	71	32	punjabi	punjabi	PROPN
cana-1746	71	33	,	,	PUNCT
cana-1746	71	34	sanskrit	sanskrit	PROPN
cana-1746	71	35	,	,	PUNCT
cana-1746	71	36	kashmiri	kashmiri	PROPN
cana-1746	71	37	,	,	PUNCT
cana-1746	71	38	urdu	urdu	PROPN
cana-1746	71	39	marathi	marathi	PROPN
cana-1746	71	40	,	,	PUNCT
cana-1746	71	41	gujarati	gujarati	PROPN
cana-1746	71	42	&	&	CCONJ
cana-1746	71	43	sindhi	sindhi	PROPN
cana-1746	71	44	have	have	AUX
cana-1746	71	45	also	also	ADV
cana-1746	71	46	been	be	AUX
cana-1746	71	47	created	create	VERB
cana-1746	71	48	.	.	PUNCT
cana-1746	72	1	iit	iit	PROPN
cana-1746	72	2	chennai	chennai	PROPN
cana-1746	72	3	has	have	AUX
cana-1746	72	4	prepared	prepare	VERB
cana-1746	72	5	interface	interface	NOUN
cana-1746	72	6	software	software	NOUN
cana-1746	72	7	which	which	PRON
cana-1746	72	8	can	can	AUX
cana-1746	72	9	be	be	AUX
cana-1746	72	10	used	use	VERB
cana-1746	72	11	for	for	ADP
cana-1746	72	12	preparation	preparation	NOUN
cana-1746	72	13	of	of	ADP
cana-1746	72	14	documents	document	NOUN
cana-1746	72	15	in	in	ADP
cana-1746	72	16	all	all	DET
cana-1746	72	17	indian	indian	ADJ
cana-1746	72	18	languages	language	NOUN
cana-1746	72	19	and	and	CCONJ
cana-1746	72	20	some	some	PRON
cana-1746	72	21	of	of	ADP
cana-1746	72	22	the	the	DET
cana-1746	72	23	foreign	foreign	ADJ
cana-1746	72	24	languages	language	NOUN
cana-1746	72	25	for	for	ADP
cana-1746	72	26	viewing	view	VERB
cana-1746	72	27	as	as	ADV
cana-1746	72	28	well	well	ADV
cana-1746	72	29	as	as	ADP
cana-1746	72	30	for	for	ADP
cana-1746	72	31	printing	printing	NOUN
cana-1746	72	32	.	.	PUNCT
cana-1746	73	1	it	it	PRON
cana-1746	73	2	is	be	AUX
cana-1746	73	3	now	now	ADV
cana-1746	73	4	possible	possible	ADJ
cana-1746	73	5	to	to	PART
cana-1746	73	6	transmit	transmit	VERB
cana-1746	73	7	tv	tv	NOUN
cana-1746	73	8	programmes	programme	NOUN
cana-1746	73	9	with	with	ADP
cana-1746	73	10	dubbing	dub	VERB
cana-1746	73	11	and	and	CCONJ
cana-1746	73	12	subtitling	subtitle	VERB
cana-1746	73	13	in	in	ADP
cana-1746	73	14	various	various	ADJ
cana-1746	73	15	indian	indian	ADJ
cana-1746	73	16	languages	language	NOUN
cana-1746	73	17	.	.	PUNCT
cana-1746	74	1	isfoc	isfoc	ADJ
cana-1746	74	2	fonts	font	NOUN
cana-1746	74	3	for	for	ADP
cana-1746	74	4	indian	indian	ADJ
cana-1746	74	5	languages	language	NOUN
cana-1746	74	6	have	have	AUX
cana-1746	74	7	also	also	ADV
cana-1746	74	8	been	be	AUX
cana-1746	74	9	produced	produce	VERB
cana-1746	74	10	by	by	ADP
cana-1746	74	11	c	c	NOUN
cana-1746	74	12	-	-	PUNCT
cana-1746	74	13	dac	dac	NOUN
cana-1746	74	14	and	and	CCONJ
cana-1746	74	15	many	many	ADJ
cana-1746	74	16	of	of	ADP
cana-1746	74	17	font	font	NOUN
cana-1746	74	18	types	type	NOUN
cana-1746	74	19	are	be	AUX
cana-1746	74	20	available	available	ADJ
cana-1746	74	21	.	.	PUNCT
cana-1746	75	1	a	a	DET
cana-1746	75	2	team	team	NOUN
cana-1746	75	3	of	of	ADP
cana-1746	75	4	indic	indic	ADJ
cana-1746	75	5	trans	trans	PROPN
cana-1746	75	6	in	in	ADP
cana-1746	75	7	india	india	PROPN
cana-1746	75	8	achieved	achieve	VERB
cana-1746	75	9	two	two	NUM
cana-1746	75	10	key	key	ADJ
cana-1746	75	11	goals	goal	NOUN
cana-1746	75	12	while	while	SCONJ
cana-1746	75	13	adopting	adopt	VERB
cana-1746	75	14	local	local	ADJ
cana-1746	75	15	language	language	NOUN
cana-1746	75	16	technology	technology	NOUN
cana-1746	75	17	from	from	ADP
cana-1746	75	18	2000	2000	NUM
cana-1746	75	19	to	to	ADP
cana-1746	75	20	2011	2011	NUM
cana-1746	75	21	.	.	PUNCT
cana-1746	76	1	the	the	DET
cana-1746	76	2	first	first	ADJ
cana-1746	76	3	one	one	NUM
cana-1746	76	4	consisted	consist	VERB
cana-1746	76	5	of	of	ADP
cana-1746	76	6	migration	migration	NOUN
cana-1746	76	7	of	of	ADP
cana-1746	76	8	live	live	ADJ
cana-1746	76	9	data	datum	NOUN
cana-1746	76	10	and	and	CCONJ
cana-1746	76	11	file	file	NOUN
cana-1746	76	12	-	-	PUNCT
cana-1746	76	13	journey	journey	NOUN
cana-1746	76	14	-	-	PUNCT
cana-1746	76	15	management	management	NOUN
cana-1746	76	16	database	database	NOUN
cana-1746	76	17	from	from	ADP
cana-1746	76	18	non	non	ADJ
cana-1746	76	19	-	-	ADJ
cana-1746	76	20	unicode	unicode	ADJ
cana-1746	76	21	to	to	PART
cana-1746	76	22	unicode	unicode	NOUN
cana-1746	76	23	standard	standard	NOUN
cana-1746	76	24	.	.	PUNCT
cana-1746	77	1	the	the	DET
cana-1746	77	2	second	second	ADJ
cana-1746	77	3	one	one	NOUN
cana-1746	77	4	was	be	AUX
cana-1746	77	5	for	for	ADP
cana-1746	77	6	searching	search	VERB
cana-1746	77	7	the	the	DET
cana-1746	77	8	voter	voter	NOUN
cana-1746	77	9	list	list	NOUN
cana-1746	77	10	for	for	ADP
cana-1746	77	11	the	the	DET
cana-1746	77	12	chief	chief	ADJ
cana-1746	77	13	electoral	electoral	ADJ
cana-1746	77	14	officer	officer	NOUN
cana-1746	77	15	of	of	ADP
cana-1746	77	16	maharashtra	maharashtra	PROPN
cana-1746	77	17	.	.	PUNCT
cana-1746	78	1	ncst	ncst	PROPN
cana-1746	78	2	and	and	CCONJ
cana-1746	78	3	c	c	NOUN
cana-1746	78	4	-	-	PUNCT
cana-1746	78	5	dac	dac	NOUN
cana-1746	78	6	who	who	PRON
cana-1746	78	7	have	have	AUX
cana-1746	78	8	been	be	AUX
cana-1746	78	9	doing	do	VERB
cana-1746	78	10	path	path	NOUN
cana-1746	78	11	breaking	break	VERB
cana-1746	78	12	work	work	NOUN
cana-1746	78	13	in	in	ADP
cana-1746	78	14	the	the	DET
cana-1746	78	15	area	area	NOUN
cana-1746	78	16	of	of	ADP
cana-1746	78	17	indian	indian	ADJ
cana-1746	78	18	language	language	NOUN
cana-1746	78	19	support	support	NOUN
cana-1746	78	20	on	on	ADP
cana-1746	78	21	pc	pc	NOUN
cana-1746	78	22	’s	’s	PART
cana-1746	78	23	have	have	AUX
cana-1746	78	24	designed	design	VERB
cana-1746	78	25	the	the	DET
cana-1746	78	26	transcription	transcription	NOUN
cana-1746	78	27	software	software	NOUN
cana-1746	78	28	packages	package	NOUN
cana-1746	78	29	.	.	PUNCT
cana-1746	79	1	now	now	ADV
cana-1746	79	2	the	the	DET
cana-1746	79	3	above	above	ADV
cana-1746	79	4	-	-	PUNCT
cana-1746	79	5	mentioned	mention	VERB
cana-1746	79	6	packages	package	NOUN
cana-1746	79	7	are	be	AUX
cana-1746	79	8	being	be	AUX
cana-1746	79	9	applied	apply	VERB
cana-1746	79	10	by	by	ADP
cana-1746	79	11	the	the	DET
cana-1746	79	12	indian	indian	ADJ
cana-1746	79	13	railways	railway	NOUN
cana-1746	79	14	to	to	PART
cana-1746	79	15	display	display	VERB
cana-1746	79	16	reserve	reserve	NOUN
cana-1746	79	17	charts	chart	NOUN
cana-1746	79	18	,	,	PUNCT
cana-1746	79	19	by	by	ADP
cana-1746	79	20	the	the	DET
cana-1746	79	21	mahanagar	mahanagar	NOUN
cana-1746	79	22	telephone	telephone	PROPN
cana-1746	79	23	nigam	nigam	PROPN
cana-1746	79	24	’s	’s	PART
cana-1746	79	25	to	to	PART
cana-1746	79	26	print	print	VERB
cana-1746	79	27	bilingual	bilingual	ADJ
cana-1746	79	28	telephone	telephone	NOUN
cana-1746	79	29	directories	directory	NOUN
cana-1746	79	30	and	and	CCONJ
cana-1746	79	31	finally	finally	ADV
cana-1746	79	32	by	by	ADP
cana-1746	79	33	the	the	DET
cana-1746	79	34	mahavitaran	mahavitaran	NOUN
cana-1746	79	35	to	to	PART
cana-1746	79	36	print	print	VERB
cana-1746	79	37	bilingual	bilingual	ADJ
cana-1746	79	38	electricity	electricity	NOUN
cana-1746	79	39	bills	bill	NOUN
cana-1746	79	40	[	[	X
cana-1746	79	41	murthy	murthy	ADJ
cana-1746	79	42	1998	1998	NUM
cana-1746	79	43	,	,	PUNCT
cana-1746	79	44	frost	frost	NOUN
cana-1746	79	45	2003	2003	NUM
cana-1746	79	46	,	,	PUNCT
cana-1746	79	47	badodekar	badodekar	NOUN
cana-1746	79	48	2003	2003	NUM
cana-1746	79	49	,	,	PUNCT
cana-1746	79	50	shah	shah	NOUN
cana-1746	79	51	2004	2004	NUM
cana-1746	79	52	]	]	PUNCT
cana-1746	79	53	.	.	PUNCT
cana-1746	80	1	lee	lee	PROPN
cana-1746	80	2	&	&	CCONJ
cana-1746	80	3	choi	choi	PROPN
cana-1746	80	4	(	(	PUNCT
cana-1746	80	5	1998	1998	NUM
cana-1746	80	6	)	)	PUNCT
cana-1746	80	7	and	and	CCONJ
cana-1746	80	8	jeong	jeong	PROPN
cana-1746	80	9	,	,	PUNCT
cana-1746	80	10	myaeng	myaeng	PROPN
cana-1746	80	11	,	,	PUNCT
cana-1746	80	12	lee	lee	PROPN
cana-1746	80	13	,	,	PUNCT
cana-1746	80	14	&	&	CCONJ
cana-1746	80	15	choi	choi	PROPN
cana-1746	80	16	(	(	PUNCT
cana-1746	80	17	1999	1999	NUM
cana-1746	80	18	)	)	PUNCT
cana-1746	80	19	,	,	PUNCT
cana-1746	80	20	have	have	AUX
cana-1746	80	21	implemented	implement	VERB
cana-1746	80	22	their	their	PRON
cana-1746	80	23	schemes	scheme	NOUN
cana-1746	80	24	through	through	ADP
cana-1746	80	25	straight	straight	ADJ
cana-1746	80	26	orthographical	orthographical	ADJ
cana-1746	80	27	plotting	plotting	NOUN
cana-1746	80	28	from	from	ADP
cana-1746	80	29	basis	basis	NOUN
cana-1746	80	30	graphic	graphic	ADJ
cana-1746	80	31	symbol	symbol	NOUN
cana-1746	80	32	to	to	ADP
cana-1746	80	33	objective	objective	ADJ
cana-1746	80	34	graphic	graphic	ADJ
cana-1746	80	35	symbol	symbol	NOUN
cana-1746	80	36	.	.	PUNCT
cana-1746	81	1	the	the	DET
cana-1746	81	2	authors	author	NOUN
cana-1746	81	3	have	have	AUX
cana-1746	81	4	used	use	VERB
cana-1746	81	5	the	the	DET
cana-1746	81	6	basis	basis	NOUN
cana-1746	81	7	network	network	NOUN
cana-1746	81	8	model	model	NOUN
cana-1746	81	9	for	for	ADP
cana-1746	81	10	english	english	PROPN
cana-1746	81	11	to	to	ADP
cana-1746	81	12	korean	korean	ADJ
cana-1746	81	13	transcription	transcription	NOUN
cana-1746	81	14	.	.	PUNCT
cana-1746	82	1	they	they	PRON
cana-1746	82	2	use	use	VERB
cana-1746	82	3	a	a	DET
cana-1746	82	4	portion	portion	NOUN
cana-1746	82	5	of	of	ADP
cana-1746	82	6	graphemes	grapheme	NOUN
cana-1746	82	7	that	that	PRON
cana-1746	82	8	can	can	AUX
cana-1746	82	9	resemble	resemble	VERB
cana-1746	82	10	to	to	ADP
cana-1746	82	11	a	a	DET
cana-1746	82	12	basis	basis	NOUN
cana-1746	82	13	phoneme	phoneme	NOUN
cana-1746	82	14	.	.	PUNCT
cana-1746	83	1	initial	initial	ADJ
cana-1746	83	2	,	,	PUNCT
cana-1746	83	3	english	english	ADJ
cana-1746	83	4	words	word	NOUN
cana-1746	83	5	are	be	AUX
cana-1746	83	6	segmented	segment	VERB
cana-1746	83	7	into	into	ADP
cana-1746	83	8	a	a	DET
cana-1746	83	9	mass	mass	NOUN
cana-1746	83	10	of	of	ADP
cana-1746	83	11	english	english	PROPN
cana-1746	83	12	graphemes	grapheme	NOUN
cana-1746	83	13	.	.	PUNCT
cana-1746	84	1	furthermore	furthermore	ADV
cana-1746	84	2	,	,	PUNCT
cana-1746	84	3	all	all	DET
cana-1746	84	4	probable	probable	ADJ
cana-1746	84	5	masses	masse	NOUN
cana-1746	84	6	of	of	ADP
cana-1746	84	7	korean	korean	ADJ
cana-1746	84	8	graphemes	grapheme	NOUN
cana-1746	84	9	conforming	conform	VERB
cana-1746	84	10	to	to	ADP
cana-1746	84	11	the	the	DET
cana-1746	84	12	mass	mass	NOUN
cana-1746	84	13	of	of	ADP
cana-1746	84	14	english	english	PROPN
cana-1746	84	15	graphemes	grapheme	NOUN
cana-1746	84	16	are	be	AUX
cana-1746	84	17	formed	form	VERB
cana-1746	84	18	.	.	PUNCT
cana-1746	85	1	conclusively	conclusively	ADV
cana-1746	85	2	,	,	PUNCT
cana-1746	85	3	the	the	DET
cana-1746	85	4	utmost	utmost	ADJ
cana-1746	85	5	related	related	ADJ
cana-1746	85	6	order	order	NOUN
cana-1746	85	7	of	of	ADP
cana-1746	85	8	korean	korean	ADJ
cana-1746	85	9	graphemes	grapheme	NOUN
cana-1746	85	10	is	be	AUX
cana-1746	85	11	recognized	recognize	VERB
cana-1746	85	12	by	by	ADP
cana-1746	85	13	means	mean	NOUN
cana-1746	85	14	of	of	ADP
cana-1746	85	15	the	the	DET
cana-1746	85	16	basis	basis	NOUN
cana-1746	85	17	network	network	NOUN
cana-1746	85	18	model	model	NOUN
cana-1746	85	19	.	.	PUNCT
cana-1746	86	1	the	the	DET
cana-1746	86	2	benefit	benefit	NOUN
cana-1746	86	3	of	of	ADP
cana-1746	86	4	this	this	DET
cana-1746	86	5	method	method	NOUN
cana-1746	86	6	is	be	AUX
cana-1746	86	7	that	that	SCONJ
cana-1746	86	8	it	it	PRON
cana-1746	86	9	reflects	reflect	VERB
cana-1746	86	10	a	a	DET
cana-1746	86	11	mass	mass	NOUN
cana-1746	86	12	of	of	ADP
cana-1746	86	13	graphemes	grapheme	NOUN
cana-1746	86	14	signifying	signify	VERB
cana-1746	86	15	a	a	DET
cana-1746	86	16	phonetic	phonetic	ADJ
cana-1746	86	17	feature	feature	NOUN
cana-1746	86	18	of	of	ADP
cana-1746	86	19	the	the	DET
cana-1746	86	20	basis	basis	NOUN
cana-1746	86	21	linguistic	linguistic	ADJ
cana-1746	86	22	term	term	NOUN
cana-1746	86	23	.	.	PUNCT
cana-1746	87	1	though	though	ADV
cana-1746	87	2	,	,	PUNCT
cana-1746	87	3	mistakes	mistake	NOUN
cana-1746	87	4	in	in	ADP
cana-1746	87	5	the	the	DET
cana-1746	87	6	primary	primary	ADJ
cana-1746	87	7	stage	stage	NOUN
cana-1746	87	8	of	of	ADP
cana-1746	87	9	segmenting	segment	VERB
cana-1746	87	10	the	the	DET
cana-1746	87	11	english	english	ADJ
cana-1746	87	12	term	term	NOUN
cana-1746	87	13	spread	spread	VERB
cana-1746	87	14	to	to	ADP
cana-1746	87	15	the	the	DET
cana-1746	87	16	succeeding	succeed	VERB
cana-1746	87	17	phases	phase	NOUN
cana-1746	87	18	,	,	PUNCT
cana-1746	87	19	making	make	VERB
cana-1746	87	20	the	the	DET
cana-1746	87	21	situation	situation	NOUN
cana-1746	87	22	grim	grim	ADJ
cana-1746	87	23	to	to	PART
cana-1746	87	24	produce	produce	VERB
cana-1746	87	25	accurate	accurate	ADJ
cana-1746	87	26	transcriptions	transcription	NOUN
cana-1746	87	27	in	in	ADP
cana-1746	87	28	those	those	DET
cana-1746	87	29	stages	stage	NOUN
cana-1746	87	30	.	.	PUNCT
cana-1746	88	1	additionally	additionally	ADV
cana-1746	88	2	,	,	PUNCT
cana-1746	88	3	there	there	PRON
cana-1746	88	4	is	be	VERB
cana-1746	88	5	high	high	ADJ
cana-1746	88	6	time	time	NOUN
cana-1746	88	7	insignificance	insignificance	NOUN
cana-1746	88	8	because	because	SCONJ
cana-1746	88	9	all	all	DET
cana-1746	88	10	probable	probable	ADJ
cana-1746	88	11	masses	masse	NOUN
cana-1746	88	12	of	of	ADP
cana-1746	88	13	graphemes	grapheme	NOUN
cana-1746	88	14	are	be	AUX
cana-1746	88	15	engendered	engender	VERB
cana-1746	88	16	in	in	ADP
cana-1746	88	17	mutually	mutually	ADV
cana-1746	88	18	languages	language	NOUN
cana-1746	88	19	.	.	PUNCT
cana-1746	89	1	the	the	DET
cana-1746	89	2	fonts	font	NOUN
cana-1746	89	3	are	be	AUX
cana-1746	89	4	transcribed	transcribe	VERB
cana-1746	89	5	successively	successively	ADV
cana-1746	89	6	,	,	PUNCT
cana-1746	89	7	and	and	CCONJ
cana-1746	89	8	some	some	DET
cana-1746	89	9	fonts	font	NOUN
cana-1746	89	10	are	be	AUX
cana-1746	89	11	transcribed	transcribe	VERB
cana-1746	89	12	as	as	ADP
cana-1746	89	13	an	an	DET
cana-1746	89	14	element	element	NOUN
cana-1746	89	15	.	.	PUNCT
cana-1746	90	1	assuming	assume	VERB
cana-1746	90	2	that	that	SCONJ
cana-1746	90	3	a	a	DET
cana-1746	90	4	term	term	NOUN
cana-1746	90	5	is	be	AUX
cana-1746	90	6	collected	collect	VERB
cana-1746	90	7	of	of	ADP
cana-1746	90	8	these	these	DET
cana-1746	90	9	elements	element	NOUN
cana-1746	90	10	,	,	PUNCT
cana-1746	90	11	it	it	PRON
cana-1746	90	12	is	be	AUX
cana-1746	90	13	segmented	segment	VERB
cana-1746	90	14	as	as	ADP
cana-1746	90	15	pronunciation	pronunciation	NOUN
cana-1746	90	16	components	component	NOUN
cana-1746	90	17	(	(	PUNCT
cana-1746	90	18	pc	pc	NOUN
cana-1746	90	19	)	)	PUNCT
cana-1746	90	20	.	.	PUNCT
cana-1746	91	1	the	the	DET
cana-1746	91	2	symbolization	symbolization	NOUN
cana-1746	91	3	is	be	AUX
cana-1746	91	4	used	use	VERB
cana-1746	91	5	for	for	ADP
cana-1746	91	6	the	the	DET
cana-1746	91	7	korean	korean	ADJ
cana-1746	91	8	pc	pc	NOUN
cana-1746	91	9	and	and	CCONJ
cana-1746	91	10	ep	ep	PROPN
cana-1746	91	11	for	for	ADP
cana-1746	91	12	the	the	DET
cana-1746	91	13	english	english	PROPN
cana-1746	91	14	pc	pc	NOUN
cana-1746	91	15	.	.	PUNCT
cana-1746	92	1	the	the	DET
cana-1746	92	2	size	size	NOUN
cana-1746	92	3	of	of	ADP
cana-1746	92	4	the	the	DET
cana-1746	92	5	pc	pc	NOUN
cana-1746	92	6	is	be	AUX
cana-1746	92	7	the	the	DET
cana-1746	92	8	number	number	NOUN
cana-1746	92	9	of	of	ADP
cana-1746	92	10	characters	character	NOUN
cana-1746	92	11	in	in	ADP
cana-1746	92	12	the	the	DET
cana-1746	92	13	component	component	NOUN
cana-1746	92	14	.	.	PUNCT
cana-1746	93	1	completely	completely	ADV
cana-1746	93	2	,	,	PUNCT
cana-1746	93	3	they	they	PRON
cana-1746	93	4	have	have	AUX
cana-1746	93	5	used	use	VERB
cana-1746	93	6	“	"	PUNCT
cana-1746	93	7	s	s	NUM
cana-1746	93	8	-	-	PUNCT
cana-1746	93	9	size	size	NOUN
cana-1746	93	10	pc	pc	NOUN
cana-1746	93	11	”	"	PUNCT
cana-1746	93	12	when	when	SCONJ
cana-1746	93	13	the	the	DET
cana-1746	93	14	size	size	NOUN
cana-1746	93	15	of	of	ADP
cana-1746	93	16	the	the	DET
cana-1746	93	17	pc	pc	NOUN
cana-1746	93	18	is	be	AUX
cana-1746	93	19	n	n	PRON
cana-1746	93	20	and	and	CCONJ
cana-1746	93	21	the	the	DET
cana-1746	93	22	prototypical	prototypical	ADJ
cana-1746	93	23	uses	use	VERB
cana-1746	93	24	any	any	DET
cana-1746	93	25	size	size	NOUN
cana-1746	93	26	pc	pc	NOUN
cana-1746	93	27	between	between	ADP
cana-1746	93	28	1	1	NUM
cana-1746	93	29	and	and	CCONJ
cana-1746	93	30	s	s	NOUN
cana-1746	93	31	:	:	PUNCT
cana-1746	93	32	for	for	ADP
cana-1746	93	33	example	example	NOUN
cana-1746	93	34	,	,	PUNCT
cana-1746	93	35	“	"	PUNCT
cana-1746	93	36	3	3	NUM
cana-1746	93	37	-	-	PUNCT
cana-1746	93	38	pc	pc	NOUN
cana-1746	93	39	”	"	PUNCT
cana-1746	93	40	uses	use	VERB
cana-1746	93	41	1	1	NUM
cana-1746	93	42	-	-	PUNCT
cana-1746	93	43	size	size	NOUN
cana-1746	93	44	,	,	PUNCT
cana-1746	93	45	2	2	NUM
cana-1746	93	46	-	-	PUNCT
cana-1746	93	47	size	size	NOUN
cana-1746	93	48	and	and	CCONJ
cana-1746	93	49	3	3	NUM
cana-1746	93	50	-	-	PUNCT
cana-1746	93	51	size	size	NOUN
cana-1746	93	52	pcs	pc	NOUN
cana-1746	94	1	[	[	X
cana-1746	94	2	lee	lee	PROPN
cana-1746	94	3	1998	1998	NUM
cana-1746	94	4	,	,	PUNCT
cana-1746	94	5	jeong	jeong	PROPN
cana-1746	94	6	1999	1999	NUM
cana-1746	94	7	]	]	PUNCT
cana-1746	94	8	.	.	PUNCT
cana-1746	95	1	in	in	ADP
cana-1746	95	2	particular	particular	ADJ
cana-1746	95	3	,	,	PUNCT
cana-1746	95	4	kim	kim	PROPN
cana-1746	95	5	and	and	CCONJ
cana-1746	95	6	kang	kang	PROPN
cana-1746	95	7	(	(	PUNCT
cana-1746	95	8	2000	2000	NUM
cana-1746	95	9	)	)	PUNCT
cana-1746	95	10	proposed	propose	VERB
cana-1746	95	11	a	a	DET
cana-1746	95	12	technique	technique	NOUN
cana-1746	95	13	for	for	ADP
cana-1746	95	14	english	english	ADJ
cana-1746	95	15	korean	korean	ADJ
cana-1746	95	16	transcription	transcription	NOUN
cana-1746	95	17	and	and	CCONJ
cana-1746	95	18	post	post	NOUN
cana-1746	95	19	transcription	transcription	NOUN
cana-1746	95	20	based	base	VERB
cana-1746	95	21	on	on	ADP
cana-1746	95	22	hmm	hmm	NOUN
cana-1746	95	23	.	.	PUNCT
cana-1746	96	1	according	accord	VERB
cana-1746	96	2	to	to	ADP
cana-1746	96	3	them	they	PRON
cana-1746	96	4	,	,	PUNCT
cana-1746	96	5	the	the	DET
cana-1746	96	6	authors	author	NOUN
cana-1746	96	7	extended	extend	VERB
cana-1746	96	8	the	the	DET
cana-1746	96	9	problem	problem	NOUN
cana-1746	96	10	using	use	VERB
cana-1746	96	11	the	the	DET
cana-1746	96	12	basis	basis	NOUN
cana-1746	96	13	channel	channel	NOUN
cana-1746	96	14	wide	wide	ADV
cana-1746	96	15	-	-	PUNCT
cana-1746	96	16	ranging	range	VERB
cana-1746	96	17	method	method	NOUN
cana-1746	96	18	.	.	PUNCT
cana-1746	97	1	for	for	ADP
cana-1746	97	2	their	their	PRON
cana-1746	97	3	linguistic	linguistic	ADJ
cana-1746	97	4	prototypical	prototypical	ADJ
cana-1746	97	5	,	,	PUNCT
cana-1746	97	6	they	they	PRON
cana-1746	97	7	used	use	VERB
cana-1746	97	8	the	the	DET
cana-1746	97	9	bigram	bigram	PROPN
cana-1746	97	10	model	model	NOUN
cana-1746	97	11	.	.	PUNCT
cana-1746	98	1	in	in	ADP
cana-1746	98	2	the	the	DET
cana-1746	98	3	communications	communication	NOUN
cana-1746	98	4	on	on	ADP
cana-1746	98	5	applied	apply	VERB
cana-1746	98	6	nonlinear	nonlinear	ADJ
cana-1746	98	7	analysis	analysis	NOUN
cana-1746	98	8	issn	issn	NOUN
cana-1746	98	9	:	:	PUNCT
cana-1746	98	10	1074	1074	NUM
cana-1746	98	11	-	-	PUNCT
cana-1746	98	12	133x	133x	NUM
cana-1746	98	13	vol	vol	NOUN
cana-1746	98	14	32	32	NUM
cana-1746	98	15	no	no	NOUN
cana-1746	98	16	.	.	NOUN
cana-1746	98	17	2	2	NUM
cana-1746	98	18	(	(	PUNCT
cana-1746	98	19	2025	2025	NUM
cana-1746	98	20	)	)	PUNCT
cana-1746	98	21	341	341	NUM
cana-1746	98	22	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1746	98	23	proposed	propose	VERB
cana-1746	98	24	model	model	NOUN
cana-1746	98	25	it	it	PRON
cana-1746	98	26	is	be	AUX
cana-1746	98	27	given	give	VERB
cana-1746	98	28	under	under	ADP
cana-1746	98	29	the	the	DET
cana-1746	98	30	assumption	assumption	NOUN
cana-1746	98	31	that	that	SCONJ
cana-1746	98	32	it	it	PRON
cana-1746	98	33	satisfies	satisfy	VERB
cana-1746	98	34	the	the	DET
cana-1746	98	35	first	first	ADJ
cana-1746	98	36	order	order	NOUN
cana-1746	98	37	markov	markov	NOUN
cana-1746	98	38	dependence	dependence	NOUN
cana-1746	98	39	.	.	PUNCT
cana-1746	99	1	for	for	ADP
cana-1746	99	2	each	each	DET
cana-1746	99	3	basis	basis	NOUN
cana-1746	99	4	word	word	NOUN
cana-1746	99	5	,	,	PUNCT
cana-1746	99	6	all	all	DET
cana-1746	99	7	the	the	DET
cana-1746	99	8	possible	possible	ADJ
cana-1746	99	9	phone	phone	NOUN
cana-1746	99	10	sequences	sequence	NOUN
cana-1746	99	11	are	be	AUX
cana-1746	99	12	generated	generate	VERB
cana-1746	99	13	.	.	PUNCT
cana-1746	100	1	the	the	DET
cana-1746	100	2	proposed	propose	VERB
cana-1746	100	3	model	model	NOUN
cana-1746	100	4	does	do	AUX
cana-1746	100	5	not	not	PART
cana-1746	100	6	offer	offer	VERB
cana-1746	100	7	one	one	NUM
cana-1746	100	8	of	of	ADP
cana-1746	100	9	the	the	DET
cana-1746	100	10	best	good	ADJ
cana-1746	100	11	segmentations	segmentation	NOUN
cana-1746	100	12	only	only	ADV
cana-1746	100	13	,	,	PUNCT
cana-1746	100	14	it	it	PRON
cana-1746	100	15	computes	compute	VERB
cana-1746	100	16	all	all	DET
cana-1746	100	17	the	the	DET
cana-1746	100	18	possible	possible	ADJ
cana-1746	100	19	segmentations	segmentation	NOUN
cana-1746	100	20	.	.	PUNCT
cana-1746	101	1	thus	thus	ADV
cana-1746	101	2	,	,	PUNCT
cana-1746	101	3	if	if	SCONJ
cana-1746	101	4	there	there	PRON
cana-1746	101	5	is	be	VERB
cana-1746	101	6	no	no	DET
cana-1746	101	7	pronunciation	pronunciation	NOUN
cana-1746	101	8	,	,	PUNCT
cana-1746	101	9	then	then	ADV
cana-1746	101	10	those	those	DET
cana-1746	101	11	other	other	ADJ
cana-1746	101	12	segmentations	segmentation	NOUN
cana-1746	101	13	are	be	AUX
cana-1746	101	14	there	there	ADV
cana-1746	101	15	,	,	PUNCT
cana-1746	101	16	and	and	CCONJ
cana-1746	101	17	the	the	DET
cana-1746	101	18	basis	basis	NOUN
cana-1746	101	19	word	word	NOUN
cana-1746	101	20	has	have	VERB
cana-1746	101	21	a	a	DET
cana-1746	101	22	better	well	ADJ
cana-1746	101	23	shot	shot	NOUN
cana-1746	101	24	at	at	ADP
cana-1746	101	25	being	be	AUX
cana-1746	101	26	transliterated	transliterate	VERB
cana-1746	101	27	.	.	PUNCT
cana-1746	102	1	to	to	PART
cana-1746	102	2	put	put	VERB
cana-1746	102	3	a	a	DET
cana-1746	102	4	probability	probability	NOUN
cana-1746	102	5	on	on	ADP
cana-1746	102	6	each	each	PRON
cana-1746	102	7	of	of	ADP
cana-1746	102	8	these	these	PRON
cana-1746	102	9	,	,	PUNCT
cana-1746	102	10	the	the	DET
cana-1746	102	11	substrings	substring	NOUN
cana-1746	102	12	that	that	PRON
cana-1746	102	13	have	have	AUX
cana-1746	102	14	been	be	AUX
cana-1746	102	15	derived	derive	VERB
cana-1746	102	16	from	from	ADP
cana-1746	102	17	the	the	DET
cana-1746	102	18	training	training	NOUN
cana-1746	102	19	data	datum	NOUN
cana-1746	102	20	were	be	AUX
cana-1746	102	21	used	use	VERB
cana-1746	102	22	.	.	PUNCT
cana-1746	103	1	these	these	PRON
cana-1746	103	2	were	be	AUX
cana-1746	103	3	multiplied	multiply	VERB
cana-1746	103	4	by	by	ADP
cana-1746	103	5	the	the	DET
cana-1746	103	6	size	size	NOUN
cana-1746	103	7	of	of	ADP
cana-1746	103	8	each	each	DET
cana-1746	103	9	substring	substring	NOUN
cana-1746	103	10	and	and	CCONJ
cana-1746	103	11	incorporated	incorporate	VERB
cana-1746	103	12	into	into	ADP
cana-1746	103	13	the	the	DET
cana-1746	103	14	probabilities	probability	NOUN
cana-1746	103	15	of	of	ADP
cana-1746	103	16	each	each	DET
cana-1746	103	17	transformation	transformation	NOUN
cana-1746	104	1	[	[	X
cana-1746	104	2	kang	kang	PROPN
cana-1746	104	3	and	and	CCONJ
cana-1746	104	4	kim	kim	PROPN
cana-1746	104	5	2000	2000	NUM
cana-1746	104	6	]	]	PUNCT
cana-1746	104	7	.	.	PUNCT
cana-1746	105	1	decision	decision	NOUN
cana-1746	105	2	tree	tree	NOUN
cana-1746	105	3	learning	learning	NOUN
cana-1746	105	4	has	have	AUX
cana-1746	105	5	been	be	AUX
cana-1746	105	6	applied	apply	VERB
cana-1746	105	7	by	by	ADP
cana-1746	105	8	kang	kang	PROPN
cana-1746	105	9	and	and	CCONJ
cana-1746	105	10	choi	choi	NOUN
cana-1746	105	11	in	in	ADP
cana-1746	105	12	their	their	PRON
cana-1746	105	13	study	study	NOUN
cana-1746	105	14	in	in	ADP
cana-1746	105	15	2000	2000	NUM
cana-1746	105	16	and	and	CCONJ
cana-1746	105	17	kang	kang	PROPN
cana-1746	105	18	in	in	ADP
cana-1746	105	19	2001	2001	NUM
cana-1746	105	20	to	to	PART
cana-1746	105	21	formulate	formulate	VERB
cana-1746	105	22	english	english	PROPN
cana-1746	105	23	to	to	ADP
cana-1746	105	24	korean	korean	ADJ
cana-1746	105	25	transcription	transcription	NOUN
cana-1746	105	26	tool	tool	NOUN
cana-1746	105	27	.	.	PUNCT
cana-1746	106	1	for	for	ADP
cana-1746	106	2	the	the	DET
cana-1746	106	3	method	method	NOUN
cana-1746	106	4	based	base	VERB
cana-1746	106	5	on	on	ADP
cana-1746	106	6	the	the	DET
cana-1746	106	7	decision	decision	NOUN
cana-1746	106	8	tree	tree	NOUN
cana-1746	106	9	,	,	PUNCT
cana-1746	106	10	decision	decision	NOUN
cana-1746	106	11	trees	tree	NOUN
cana-1746	106	12	that	that	PRON
cana-1746	106	13	map	map	VERB
cana-1746	106	14	each	each	DET
cana-1746	106	15	basis	basis	NOUN
cana-1746	106	16	grapheme	grapheme	NOUN
cana-1746	106	17	to	to	ADP
cana-1746	106	18	objective	objective	ADJ
cana-1746	106	19	graphemes	grapheme	NOUN
cana-1746	106	20	are	be	AUX
cana-1746	106	21	trained	train	VERB
cana-1746	106	22	and	and	CCONJ
cana-1746	106	23	directly	directly	ADV
cana-1746	106	24	applied	apply	VERB
cana-1746	106	25	for	for	ADP
cana-1746	106	26	the	the	DET
cana-1746	106	27	task	task	NOUN
cana-1746	106	28	of	of	ADP
cana-1746	106	29	machine	machine	NOUN
cana-1746	106	30	transcription	transcription	NOUN
cana-1746	106	31	.	.	PUNCT
cana-1746	107	1	the	the	DET
cana-1746	107	2	advantage	advantage	NOUN
cana-1746	107	3	of	of	ADP
cana-1746	107	4	such	such	DET
cana-1746	107	5	an	an	DET
cana-1746	107	6	approach	approach	NOUN
cana-1746	107	7	is	be	AUX
cana-1746	107	8	that	that	SCONJ
cana-1746	107	9	it	it	PRON
cana-1746	107	10	involves	involve	VERB
cana-1746	107	11	a	a	DET
cana-1746	107	12	lot	lot	NOUN
cana-1746	107	13	of	of	ADP
cana-1746	107	14	context	context	NOUN
cana-1746	107	15	information	information	NOUN
cana-1746	107	16	for	for	ADP
cana-1746	107	17	example	example	NOUN
cana-1746	107	18	the	the	DET
cana-1746	107	19	left	left	ADJ
cana-1746	107	20	three	three	NUM
cana-1746	107	21	and	and	CCONJ
cana-1746	107	22	the	the	DET
cana-1746	107	23	right	right	ADJ
cana-1746	107	24	three	three	NUM
cana-1746	107	25	context	context	NOUN
cana-1746	107	26	information(s	information(s	PROPN
cana-1746	107	27	)	)	PUNCT
cana-1746	107	28	.	.	PUNCT
cana-1746	108	1	however	however	ADV
cana-1746	108	2	,	,	PUNCT
cana-1746	108	3	it	it	PRON
cana-1746	108	4	can	can	AUX
cana-1746	108	5	sometimes	sometimes	ADV
cana-1746	108	6	produce	produce	VERB
cana-1746	108	7	ambiguous	ambiguous	ADJ
cana-1746	108	8	representations	representation	NOUN
cana-1746	108	9	,	,	PUNCT
cana-1746	108	10	and	and	CCONJ
cana-1746	108	11	it	it	PRON
cana-1746	108	12	does	do	AUX
cana-1746	108	13	not	not	PART
cana-1746	108	14	pay	pay	VERB
cana-1746	108	15	regards	regard	NOUN
cana-1746	108	16	to	to	ADP
cana-1746	108	17	any	any	DET
cana-1746	108	18	phonetic	phonetic	ADJ
cana-1746	108	19	aspect	aspect	NOUN
cana-1746	108	20	of	of	ADP
cana-1746	108	21	the	the	DET
cana-1746	108	22	transcription	transcription	NOUN
cana-1746	108	23	process	process	NOUN
cana-1746	108	24	[	[	X
cana-1746	108	25	kang	kang	PROPN
cana-1746	108	26	and	and	CCONJ
cana-1746	108	27	choi	choi	PROPN
cana-1746	108	28	2000	2000	NUM
cana-1746	108	29	,	,	PUNCT
cana-1746	108	30	kang	kang	PROPN
cana-1746	108	31	2001	2001	NUM
cana-1746	108	32	]	]	PUNCT
cana-1746	108	33	.	.	PUNCT
cana-1746	109	1	goto	goto	NOUN
cana-1746	109	2	,	,	PUNCT
cana-1746	109	3	uratani	uratani	PROPN
cana-1746	109	4	,	,	PUNCT
cana-1746	109	5	kato	kato	PROPN
cana-1746	109	6	,	,	PUNCT
cana-1746	109	7	and	and	CCONJ
cana-1746	109	8	ehara	ehara	PROPN
cana-1746	109	9	(	(	PUNCT
cana-1746	109	10	2003	2003	NUM
cana-1746	109	11	)	)	PUNCT
cana-1746	109	12	projected	project	VERB
cana-1746	109	13	a	a	DET
cana-1746	109	14	technique	technique	NOUN
cana-1746	109	15	grounded	ground	VERB
cana-1746	109	16	on	on	ADP
cana-1746	109	17	a	a	DET
cana-1746	109	18	transcription	transcription	NOUN
cana-1746	109	19	system	system	NOUN
cana-1746	109	20	for	for	ADP
cana-1746	109	21	english	english	PROPN
cana-1746	109	22	to	to	ADP
cana-1746	109	23	japanese	japanese	ADJ
cana-1746	109	24	transcription	transcription	NOUN
cana-1746	109	25	.	.	PUNCT
cana-1746	110	1	the	the	DET
cana-1746	110	2	basis	basis	NOUN
cana-1746	110	3	for	for	ADP
cana-1746	110	4	making	make	VERB
cana-1746	110	5	a	a	DET
cana-1746	110	6	system	system	NOUN
cana-1746	110	7	of	of	ADP
cana-1746	110	8	the	the	DET
cana-1746	110	9	transcription	transcription	NOUN
cana-1746	110	10	they	they	PRON
cana-1746	110	11	used	use	VERB
cana-1746	110	12	also	also	ADV
cana-1746	110	13	consisted	consist	VERB
cana-1746	110	14	of	of	ADP
cana-1746	110	15	arcs	arc	NOUN
cana-1746	110	16	as	as	ADP
cana-1746	110	17	well	well	ADV
cana-1746	110	18	nodes	node	NOUN
cana-1746	110	19	.	.	PUNCT
cana-1746	111	1	a	a	DET
cana-1746	111	2	node	node	NOUN
cana-1746	111	3	means	mean	VERB
cana-1746	111	4	basis	basis	NOUN
cana-1746	111	5	graphemes	grapheme	NOUN
cana-1746	111	6	and	and	CCONJ
cana-1746	111	7	the	the	DET
cana-1746	111	8	objective	objective	NOUN
cana-1746	111	9	graphemes	grapheme	VERB
cana-1746	111	10	with	with	ADP
cana-1746	111	11	a	a	DET
cana-1746	111	12	section	section	NOUN
cana-1746	111	13	of	of	ADP
cana-1746	111	14	the	the	DET
cana-1746	111	15	given	give	VERB
cana-1746	111	16	graphemes	grapheme	NOUN
cana-1746	111	17	.	.	PUNCT
cana-1746	112	1	an	an	DET
cana-1746	112	2	arc	arc	NOUN
cana-1746	112	3	is	be	AUX
cana-1746	112	4	a	a	DET
cana-1746	112	5	connection	connection	NOUN
cana-1746	112	6	between	between	ADP
cana-1746	112	7	two	two	NUM
cana-1746	112	8	nodes	node	NOUN
cana-1746	112	9	,	,	PUNCT
cana-1746	112	10	and	and	CCONJ
cana-1746	112	11	it	it	PRON
cana-1746	112	12	is	be	AUX
cana-1746	112	13	a	a	DET
cana-1746	112	14	possibility	possibility	NOUN
cana-1746	112	15	that	that	SCONJ
cana-1746	112	16	some	some	DET
cana-1746	112	17	nodes	node	NOUN
cana-1746	112	18	may	may	AUX
cana-1746	112	19	be	be	AUX
cana-1746	112	20	connected	connect	VERB
cana-1746	112	21	in	in	ADP
cana-1746	112	22	a	a	DET
cana-1746	112	23	stronger	strong	ADJ
cana-1746	112	24	manner	manner	NOUN
cana-1746	112	25	than	than	ADP
cana-1746	112	26	others	other	NOUN
cana-1746	112	27	hence	hence	ADV
cana-1746	112	28	it	it	PRON
cana-1746	112	29	has	have	VERB
cana-1746	112	30	a	a	DET
cana-1746	112	31	weight	weight	NOUN
cana-1746	112	32	.	.	PUNCT
cana-1746	113	1	as	as	ADP
cana-1746	113	2	with	with	ADP
cana-1746	113	3	the	the	DET
cana-1746	113	4	methods	method	NOUN
cana-1746	113	5	based	base	VERB
cana-1746	113	6	on	on	ADP
cana-1746	113	7	the	the	DET
cana-1746	113	8	basis	basis	NOUN
cana-1746	113	9	channel	channel	NOUN
cana-1746	113	10	model	model	NOUN
cana-1746	113	11	in	in	ADP
cana-1746	113	12	which	which	PRON
cana-1746	113	13	the	the	DET
cana-1746	113	14	phonetic	phonetic	ADJ
cana-1746	113	15	aspect	aspect	NOUN
cana-1746	113	16	is	be	AUX
cana-1746	113	17	considered	consider	VERB
cana-1746	113	18	in	in	ADP
cana-1746	113	19	the	the	DET
cana-1746	113	20	form	form	NOUN
cana-1746	113	21	of	of	ADP
cana-1746	113	22	chunks	chunk	NOUN
cana-1746	113	23	of	of	ADP
cana-1746	113	24	graphemes	grapheme	NOUN
cana-1746	113	25	.	.	PUNCT
cana-1746	114	1	in	in	ADP
cana-1746	114	2	addition	addition	NOUN
cana-1746	114	3	,	,	PUNCT
cana-1746	114	4	they	they	PRON
cana-1746	114	5	divide	divide	VERB
cana-1746	114	6	a	a	DET
cana-1746	114	7	block	block	NOUN
cana-1746	114	8	of	of	ADP
cana-1746	114	9	graphemes	grapheme	NOUN
cana-1746	114	10	and	and	CCONJ
cana-1746	114	11	zero	zero	NUM
cana-1746	114	12	in	in	ADP
cana-1746	114	13	on	on	ADP
cana-1746	114	14	a	a	DET
cana-1746	114	15	particular	particular	ADJ
cana-1746	114	16	sequence	sequence	NOUN
cana-1746	114	17	of	of	ADP
cana-1746	114	18	objective	objective	ADJ
cana-1746	114	19	graphemes	grapheme	NOUN
cana-1746	114	20	in	in	ADP
cana-1746	114	21	one	one	NUM
cana-1746	114	22	go	go	NOUN
cana-1746	114	23	.	.	PUNCT
cana-1746	115	1	this	this	PRON
cana-1746	115	2	means	mean	VERB
cana-1746	115	3	that	that	SCONJ
cana-1746	115	4	errors	error	NOUN
cana-1746	115	5	are	be	AUX
cana-1746	115	6	not	not	PART
cana-1746	115	7	transmitted	transmit	VERB
cana-1746	115	8	from	from	ADP
cana-1746	115	9	one	one	NUM
cana-1746	115	10	step	step	NOUN
cana-1746	115	11	to	to	ADP
cana-1746	115	12	another	another	PRON
cana-1746	115	13	,	,	PUNCT
cana-1746	115	14	unlike	unlike	ADP
cana-1746	115	15	in	in	ADP
cana-1746	115	16	those	those	DET
cana-1746	115	17	methods	method	NOUN
cana-1746	115	18	derived	derive	VERB
cana-1746	115	19	based	base	VERB
cana-1746	115	20	on	on	ADP
cana-1746	115	21	the	the	DET
cana-1746	115	22	basis	basis	NOUN
cana-1746	115	23	channel	channel	NOUN
cana-1746	115	24	model	model	NOUN
cana-1746	115	25	.	.	PUNCT
cana-1746	116	1	this	this	DET
cana-1746	116	2	method	method	NOUN
cana-1746	116	3	at	at	ADP
cana-1746	116	4	the	the	DET
cana-1746	116	5	same	same	ADJ
cana-1746	116	6	time	time	NOUN
cana-1746	116	7	computes	compute	VERB
cana-1746	116	8	the	the	DET
cana-1746	116	9	probabilities	probability	NOUN
cana-1746	116	10	of	of	ADP
cana-1746	116	11	units	unit	NOUN
cana-1746	116	12	for	for	ADP
cana-1746	116	13	conversion	conversion	NOUN
cana-1746	116	14	candidate	candidate	NOUN
cana-1746	116	15	units	unit	NOUN
cana-1746	116	16	as	as	ADV
cana-1746	116	17	well	well	ADV
cana-1746	116	18	as	as	ADP
cana-1746	116	19	the	the	DET
cana-1746	116	20	chunking	chunk	VERB
cana-1746	116	21	probabilities	probability	NOUN
cana-1746	116	22	of	of	ADP
cana-1746	116	23	conversion	conversion	NOUN
cana-1746	116	24	units	unit	NOUN
cana-1746	116	25	.	.	PUNCT
cana-1746	117	1	contrary	contrary	ADJ
cana-1746	117	2	to	to	ADP
cana-1746	117	3	most	most	ADJ
cana-1746	117	4	of	of	ADP
cana-1746	117	5	the	the	DET
cana-1746	117	6	methods	method	NOUN
cana-1746	117	7	,	,	PUNCT
cana-1746	117	8	context	context	NOUN
cana-1746	117	9	information	information	NOUN
cana-1746	117	10	is	be	AUX
cana-1746	117	11	not	not	PART
cana-1746	117	12	taken	take	VERB
cana-1746	117	13	into	into	ADP
cana-1746	117	14	consideration	consideration	NOUN
cana-1746	117	15	in	in	ADP
cana-1746	117	16	the	the	DET
cana-1746	117	17	process	process	NOUN
cana-1746	117	18	of	of	ADP
cana-1746	117	19	probability	probability	NOUN
cana-1746	117	20	calculation	calculation	NOUN
cana-1746	117	21	when	when	SCONJ
cana-1746	117	22	it	it	PRON
cana-1746	117	23	comes	come	VERB
cana-1746	117	24	to	to	ADP
cana-1746	117	25	english	english	ADJ
cana-1746	117	26	pronunciation	pronunciation	NOUN
cana-1746	117	27	.	.	PUNCT
cana-1746	118	1	by	by	ADP
cana-1746	118	2	reference	reference	NOUN
cana-1746	118	3	to	to	ADP
cana-1746	118	4	goto	goto	NOUN
cana-1746	118	5	2003	2003	NUM
cana-1746	118	6	,	,	PUNCT
cana-1746	118	7	the	the	DET
cana-1746	118	8	feature	feature	NOUN
cana-1746	118	9	functions	function	NOUN
cana-1746	118	10	of	of	ADP
cana-1746	118	11	a	a	DET
cana-1746	118	12	translation	translation	NOUN
cana-1746	118	13	model	model	NOUN
cana-1746	118	14	and	and	CCONJ
cana-1746	118	15	a	a	DET
cana-1746	118	16	chunking	chunk	VERB
cana-1746	118	17	model	model	NOUN
cana-1746	118	18	for	for	ADP
cana-1746	118	19	learning	learning	NOUN
cana-1746	118	20	are	be	AUX
cana-1746	118	21	derived	derive	VERB
cana-1746	118	22	from	from	ADP
cana-1746	118	23	a	a	DET
cana-1746	118	24	maximum	maximum	ADJ
cana-1746	118	25	entropy	entropy	NOUN
cana-1746	118	26	method	method	NOUN
cana-1746	118	27	.	.	PUNCT
cana-1746	119	1	nasreen	nasreen	PROPN
cana-1746	119	2	and	and	CCONJ
cana-1746	119	3	larkey	larkey	PROPN
cana-1746	119	4	(	(	PUNCT
cana-1746	119	5	2003	2003	NUM
cana-1746	119	6	)	)	PUNCT
cana-1746	119	7	have	have	VERB
cana-1746	119	8	advanced	advance	VERB
cana-1746	119	9	arithmetical	arithmetical	ADJ
cana-1746	119	10	prototypical	prototypical	ADJ
cana-1746	119	11	that	that	PRON
cana-1746	119	12	provides	provide	VERB
cana-1746	119	13	a	a	DET
cana-1746	119	14	group	group	NOUN
cana-1746	119	15	of	of	ADP
cana-1746	119	16	arabic	arabic	ADJ
cana-1746	119	17	language	language	NOUN
cana-1746	119	18	letterings	lettering	NOUN
cana-1746	119	19	from	from	ADP
cana-1746	119	20	a	a	DET
cana-1746	119	21	group	group	NOUN
cana-1746	119	22	of	of	ADP
cana-1746	119	23	english	english	ADJ
cana-1746	119	24	language	language	NOUN
cana-1746	119	25	letterings	lettering	NOUN
cana-1746	119	26	.	.	PUNCT
cana-1746	120	1	the	the	DET
cana-1746	120	2	prototypical	prototypical	ADJ
cana-1746	120	3	is	be	AUX
cana-1746	120	4	a	a	DET
cana-1746	120	5	set	set	NOUN
cana-1746	120	6	of	of	ADP
cana-1746	120	7	restrictive	restrictive	ADJ
cana-1746	120	8	probability	probability	NOUN
cana-1746	120	9	disseminations	dissemination	NOUN
cana-1746	120	10	on	on	ADP
cana-1746	120	11	an	an	DET
cana-1746	120	12	arabic	arabic	ADJ
cana-1746	120	13	alphabet	alphabet	NOUN
cana-1746	120	14	and	and	CCONJ
cana-1746	120	15	insignificant	insignificant	ADJ
cana-1746	120	16	,	,	PUNCT
cana-1746	120	17	trained	train	VERB
cana-1746	120	18	on	on	ADP
cana-1746	120	19	english	english	ADJ
cana-1746	120	20	language	language	NOUN
cana-1746	120	21	unigrams	unigram	NOUN
cana-1746	120	22	and	and	CCONJ
cana-1746	120	23	certain	certain	ADJ
cana-1746	120	24	n	n	CCONJ
cana-1746	120	25	-	-	PUNCT
cana-1746	120	26	grams	gram	NOUN
cana-1746	120	27	.	.	PUNCT
cana-1746	121	1	individually	individually	ADV
cana-1746	121	2	english	english	ADJ
cana-1746	121	3	alphabets	alphabet	NOUN
cana-1746	121	4	n	n	CCONJ
cana-1746	121	5	-	-	PUNCT
cana-1746	121	6	gram	gram	NOUN
cana-1746	121	7	can	can	AUX
cana-1746	121	8	be	be	AUX
cana-1746	121	9	recorded	record	VERB
cana-1746	121	10	on	on	ADP
cana-1746	121	11	an	an	DET
cana-1746	121	12	arabic	arabic	ADJ
cana-1746	121	13	character	character	NOUN
cana-1746	121	14	or	or	CCONJ
cana-1746	121	15	else	else	ADJ
cana-1746	121	16	order	order	NOUN
cana-1746	121	17	with	with	ADP
cana-1746	121	18	a	a	DET
cana-1746	121	19	probability	probability	NOUN
cana-1746	121	20	.	.	PUNCT
cana-1746	122	1	the	the	DET
cana-1746	122	2	prototypical	prototypical	ADJ
cana-1746	122	3	is	be	AUX
cana-1746	122	4	accomplished	accomplish	VERB
cana-1746	122	5	from	from	ADP
cana-1746	122	6	lists	list	NOUN
cana-1746	122	7	of	of	ADP
cana-1746	122	8	appropriate	appropriate	ADJ
cana-1746	122	9	term	term	NOUN
cana-1746	122	10	sets	set	NOUN
cana-1746	122	11	in	in	ADP
cana-1746	122	12	arabic	arabic	ADJ
cana-1746	122	13	and	and	CCONJ
cana-1746	122	14	english	english	PROPN
cana-1746	122	15	,	,	PUNCT
cana-1746	122	16	through	through	ADP
cana-1746	122	17	two	two	NUM
cana-1746	122	18	position	position	NOUN
cana-1746	122	19	phases	phase	NOUN
cana-1746	122	20	,	,	PUNCT
cana-1746	122	21	the	the	DET
cana-1746	122	22	primary	primary	NOUN
cana-1746	122	23	is	be	AUX
cana-1746	122	24	used	use	VERB
cana-1746	122	25	to	to	PART
cana-1746	122	26	choice	choice	VERB
cana-1746	122	27	n	n	CCONJ
cana-1746	122	28	-	-	PUNCT
cana-1746	122	29	grammes	gramme	NOUN
cana-1746	122	30	for	for	ADP
cana-1746	122	31	the	the	DET
cana-1746	122	32	prototype	prototype	NOUN
cana-1746	122	33	,	,	PUNCT
cana-1746	122	34	and	and	CCONJ
cana-1746	122	35	the	the	DET
cana-1746	122	36	subsequent	subsequent	ADJ
cana-1746	122	37	which	which	PRON
cana-1746	122	38	governs	govern	VERB
cana-1746	122	39	the	the	DET
cana-1746	122	40	paraphrase	paraphrase	NOUN
cana-1746	122	41	possibilities	possibility	NOUN
cana-1746	122	42	for	for	ADP
cana-1746	122	43	the	the	DET
cana-1746	122	44	n	n	CCONJ
cana-1746	122	45	-	-	PUNCT
cana-1746	122	46	grammes	gramme	NOUN
cana-1746	122	47	.	.	PUNCT
cana-1746	123	1	for	for	ADP
cana-1746	123	2	engender	engender	VERB
cana-1746	123	3	arabic	arabic	ADJ
cana-1746	123	4	transcriptions	transcription	NOUN
cana-1746	123	5	for	for	ADP
cana-1746	123	6	an	an	DET
cana-1746	123	7	english	english	ADJ
cana-1746	123	8	term	term	NOUN
cana-1746	123	9	,	,	PUNCT
cana-1746	123	10	the	the	DET
cana-1746	123	11	term	term	NOUN
cana-1746	123	12	is	be	AUX
cana-1746	123	13	originally	originally	ADV
cana-1746	123	14	fragmented	fragment	VERB
cana-1746	123	15	according	accord	VERB
cana-1746	123	16	to	to	ADP
cana-1746	123	17	the	the	DET
cana-1746	123	18	n	n	CCONJ
cana-1746	123	19	-	-	PUNCT
cana-1746	123	20	gramme	gramme	ADJ
cana-1746	123	21	list	list	NOUN
cana-1746	123	22	.	.	PUNCT
cana-1746	124	1	for	for	ADP
cana-1746	124	2	each	each	DET
cana-1746	124	3	part	part	NOUN
cana-1746	124	4	,	,	PUNCT
cana-1746	124	5	entirely	entirely	ADV
cana-1746	124	6	probable	probable	ADJ
cana-1746	124	7	transcriptions	transcription	NOUN
cana-1746	124	8	stay	stay	AUX
cana-1746	124	9	generated	generate	VERB
cana-1746	124	10	.	.	PUNCT
cana-1746	125	1	each	each	DET
cana-1746	125	2	word	word	NOUN
cana-1746	125	3	transcription	transcription	NOUN
cana-1746	125	4	receives	receive	VERB
cana-1746	125	5	a	a	DET
cana-1746	125	6	score	score	NOUN
cana-1746	125	7	as	as	SCONJ
cana-1746	125	8	follows	follow	VERB
cana-1746	125	9	which	which	PRON
cana-1746	125	10	allows	allow	VERB
cana-1746	125	11	the	the	DET
cana-1746	125	12	transcriptions	transcription	NOUN
cana-1746	125	13	to	to	PART
cana-1746	125	14	be	be	AUX
cana-1746	125	15	ranked	rank	VERB
cana-1746	125	16	.	.	PUNCT
cana-1746	126	1	the	the	DET
cana-1746	126	2	probability	probability	NOUN
cana-1746	126	3	of	of	ADP
cana-1746	126	4	the	the	DET
cana-1746	126	5	word	word	NOUN
cana-1746	126	6	was	be	AUX
cana-1746	126	7	compatible	compatible	ADJ
cana-1746	126	8	to	to	ADP
cana-1746	126	9	the	the	DET
cana-1746	126	10	structure	structure	NOUN
cana-1746	126	11	shapes	shape	NOUN
cana-1746	126	12	in	in	ADP
cana-1746	126	13	arabic	arabic	ADJ
cana-1746	126	14	terms	term	NOUN
cana-1746	126	15	.	.	PUNCT
cana-1746	127	1	it	it	PRON
cana-1746	127	2	is	be	AUX
cana-1746	127	3	calculated	calculate	VERB
cana-1746	127	4	consuming	consume	VERB
cana-1746	127	5	a	a	DET
cana-1746	127	6	term	term	NOUN
cana-1746	127	7	bigram	bigram	NOUN
cana-1746	127	8	prototypical	prototypical	ADJ
cana-1746	127	9	of	of	ADP
cana-1746	127	10	overall	overall	ADJ
cana-1746	127	11	arabic	arabic	ADJ
cana-1746	127	12	as	as	ADP
cana-1746	127	13	the	the	DET
cana-1746	127	14	output	output	NOUN
cana-1746	127	15	of	of	ADP
cana-1746	127	16	the	the	DET
cana-1746	127	17	possibilities	possibility	NOUN
cana-1746	127	18	of	of	ADP
cana-1746	127	19	each	each	DET
cana-1746	127	20	term	term	NOUN
cana-1746	127	21	bigram	bigram	NOUN
cana-1746	127	22	in	in	ADP
cana-1746	127	23	wa	wa	PROPN
cana-1746	127	24	[	[	X
cana-1746	127	25	jaleel	jaleel	PROPN
cana-1746	127	26	2003	2003	NUM
cana-1746	127	27	]	]	PUNCT
cana-1746	127	28	.	.	PUNCT
cana-1746	128	1	communications	communication	NOUN
cana-1746	128	2	on	on	ADP
cana-1746	128	3	applied	apply	VERB
cana-1746	128	4	nonlinear	nonlinear	ADJ
cana-1746	128	5	analysis	analysis	NOUN
cana-1746	128	6	issn	issn	NOUN
cana-1746	128	7	:	:	PUNCT
cana-1746	128	8	1074	1074	NUM
cana-1746	128	9	-	-	PUNCT
cana-1746	128	10	133x	133x	NUM
cana-1746	128	11	vol	vol	NOUN
cana-1746	128	12	32	32	NUM
cana-1746	128	13	no	no	NOUN
cana-1746	128	14	.	.	NOUN
cana-1746	128	15	2	2	NUM
cana-1746	128	16	(	(	PUNCT
cana-1746	128	17	2025	2025	NUM
cana-1746	128	18	)	)	PUNCT
cana-1746	128	19	342	342	NUM
cana-1746	128	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	128	21	zhang	zhang	PROPN
cana-1746	128	22	min	min	PROPN
cana-1746	128	23	,	,	PUNCT
cana-1746	128	24	li	li	PROPN
cana-1746	128	25	haizhou	haizhou	PROPN
cana-1746	128	26	and	and	CCONJ
cana-1746	128	27	sujian	sujian	ADJ
cana-1746	128	28	(	(	PUNCT
cana-1746	128	29	2004	2004	NUM
cana-1746	128	30	)	)	PUNCT
cana-1746	128	31	given	give	VERB
cana-1746	128	32	a	a	DET
cana-1746	128	33	technique	technique	NOUN
cana-1746	128	34	grounded	ground	VERB
cana-1746	128	35	on	on	ADP
cana-1746	128	36	the	the	DET
cana-1746	128	37	combined	combine	VERB
cana-1746	128	38	basis	basis	NOUN
cana-1746	128	39	network	network	NOUN
cana-1746	128	40	model	model	NOUN
cana-1746	128	41	which	which	PRON
cana-1746	128	42	concurrently	concurrently	ADV
cana-1746	128	43	deliberates	deliberate	VERB
cana-1746	128	44	the	the	DET
cana-1746	128	45	basis	basis	NOUN
cana-1746	128	46	linguistic	linguistic	ADJ
cana-1746	128	47	and	and	CCONJ
cana-1746	128	48	objective	objective	ADJ
cana-1746	128	49	linguistic	linguistic	ADJ
cana-1746	128	50	conditions	condition	NOUN
cana-1746	128	51	for	for	ADP
cana-1746	128	52	machine	machine	NOUN
cana-1746	128	53	transcription	transcription	NOUN
cana-1746	129	1	[	[	X
cana-1746	129	2	li	li	PROPN
cana-1746	129	3	and	and	CCONJ
cana-1746	129	4	zhang	zhang	PROPN
cana-1746	129	5	2004	2004	NUM
cana-1746	129	6	]	]	PUNCT
cana-1746	129	7	.	.	PUNCT
cana-1746	130	1	its	its	PRON
cana-1746	130	2	foremost	foremost	NOUN
cana-1746	130	3	plus	plus	CCONJ
cana-1746	130	4	is	be	AUX
cana-1746	130	5	the	the	DET
cana-1746	130	6	practise	practise	NOUN
cana-1746	130	7	of	of	ADP
cana-1746	130	8	bilingualist	bilingualist	ADJ
cana-1746	130	9	discourse	discourse	NOUN
cana-1746	130	10	.	.	PUNCT
cana-1746	131	1	the	the	DET
cana-1746	131	2	language	language	NOUN
cana-1746	131	3	pair	pair	NOUN
cana-1746	131	4	used	use	VERB
cana-1746	131	5	was	be	AUX
cana-1746	131	6	chinese	chinese	ADJ
cana-1746	131	7	and	and	CCONJ
cana-1746	131	8	english	english	PROPN
cana-1746	131	9	.	.	PUNCT
cana-1746	132	1	the	the	DET
cana-1746	132	2	complications	complication	NOUN
cana-1746	132	3	of	of	ADP
cana-1746	132	4	english	english	ADJ
cana-1746	132	5	chinese	chinese	ADJ
cana-1746	132	6	transcription	transcription	NOUN
cana-1746	132	7	have	have	AUX
cana-1746	132	8	been	be	AUX
cana-1746	132	9	considered	consider	VERB
cana-1746	132	10	broadly	broadly	ADV
cana-1746	132	11	in	in	ADP
cana-1746	132	12	the	the	DET
cana-1746	132	13	standard	standard	NOUN
cana-1746	132	14	of	of	ADP
cana-1746	132	15	noisy	noisy	ADJ
cana-1746	132	16	network	network	NOUN
cana-1746	132	17	prototypical	prototypical	ADJ
cana-1746	132	18	(	(	PUNCT
cana-1746	132	19	nnp	nnp	NOUN
cana-1746	132	20	)	)	PUNCT
cana-1746	132	21	.	.	PUNCT
cana-1746	133	1	for	for	ADP
cana-1746	133	2	a	a	DET
cana-1746	133	3	given	give	VERB
cana-1746	133	4	english	english	ADJ
cana-1746	133	5	name	name	NOUN
cana-1746	133	6	e	e	NOUN
cana-1746	133	7	as	as	ADP
cana-1746	133	8	the	the	DET
cana-1746	133	9	observed	observed	ADJ
cana-1746	133	10	channel	channel	NOUN
cana-1746	133	11	output	output	NOUN
cana-1746	133	12	,	,	PUNCT
cana-1746	133	13	one	one	PRON
cana-1746	133	14	seeks	seek	VERB
cana-1746	133	15	a	a	DET
cana-1746	133	16	posterior	posterior	NOUN
cana-1746	133	17	the	the	DET
cana-1746	133	18	most	most	ADV
cana-1746	133	19	likely	likely	ADJ
cana-1746	133	20	chinese	chinese	ADJ
cana-1746	133	21	transcription	transcription	NOUN
cana-1746	133	22	c	c	NOUN
cana-1746	133	23	that	that	PRON
cana-1746	133	24	maximizes	maximize	VERB
cana-1746	133	25	by	by	ADP
cana-1746	133	26	applying	apply	VERB
cana-1746	133	27	bayes	bayes	NOUN
cana-1746	133	28	rule	rule	NOUN
cana-1746	133	29	.	.	PUNCT
cana-1746	134	1	two	two	NUM
cana-1746	134	2	probability	probability	NOUN
cana-1746	134	3	distributions	distribution	NOUN
cana-1746	134	4	were	be	AUX
cana-1746	134	5	being	be	AUX
cana-1746	134	6	utilized	utilize	VERB
cana-1746	134	7	by	by	ADP
cana-1746	134	8	the	the	DET
cana-1746	134	9	author	author	NOUN
cana-1746	134	10	,	,	PUNCT
cana-1746	134	11	namely	namely	ADV
cana-1746	134	12	,	,	PUNCT
cana-1746	134	13	probability	probability	NOUN
cana-1746	134	14	of	of	ADP
cana-1746	134	15	transforming	transform	VERB
cana-1746	134	16	chinese	chinese	PROPN
cana-1746	134	17	to	to	ADP
cana-1746	134	18	english	english	PROPN
cana-1746	134	19	through	through	ADP
cana-1746	134	20	noise	noise	NOUN
cana-1746	134	21	channel	channel	PROPN
cana-1746	134	22	,	,	PUNCT
cana-1746	134	23	which	which	PRON
cana-1746	134	24	is	be	AUX
cana-1746	134	25	referred	refer	VERB
cana-1746	134	26	to	to	ADP
cana-1746	134	27	as	as	ADP
cana-1746	134	28	transformation	transformation	NOUN
cana-1746	134	29	rules	rule	NOUN
cana-1746	134	30	and	and	CCONJ
cana-1746	134	31	probability	probability	NOUN
cana-1746	134	32	distribution	distribution	NOUN
cana-1746	134	33	of	of	ADP
cana-1746	134	34	the	the	DET
cana-1746	134	35	basis	basis	NOUN
cana-1746	134	36	,	,	PUNCT
cana-1746	134	37	which	which	PRON
cana-1746	134	38	states	state	VERB
cana-1746	134	39	what	what	PRON
cana-1746	134	40	is	be	AUX
cana-1746	134	41	considered	consider	VERB
cana-1746	134	42	as	as	ADP
cana-1746	134	43	good	good	ADJ
cana-1746	134	44	chinese	chinese	ADJ
cana-1746	134	45	transcription	transcription	NOUN
cana-1746	134	46	in	in	ADP
cana-1746	134	47	general	general	ADJ
cana-1746	134	48	.	.	PUNCT
cana-1746	135	1	similarly	similarly	ADV
cana-1746	135	2	,	,	PUNCT
cana-1746	135	3	in	in	ADP
cana-1746	135	4	c2e	c2e	ADJ
cana-1746	135	5	back	back	ADJ
cana-1746	135	6	transcription	transcription	NOUN
cana-1746	135	7	is	be	AUX
cana-1746	135	8	possible	possible	ADJ
cana-1746	135	9	for	for	ADP
cana-1746	135	10	that	that	DET
cana-1746	135	11	specific	specific	ADJ
cana-1746	135	12	chinese	chinese	ADJ
cana-1746	135	13	information	information	NOUN
cana-1746	135	14	.	.	PUNCT
cana-1746	136	1	the	the	DET
cana-1746	136	2	probability	probability	NOUN
cana-1746	136	3	transcription	transcription	NOUN
cana-1746	136	4	of	of	ADP
cana-1746	136	5	chinese	chinese	ADJ
cana-1746	136	6	and	and	CCONJ
cana-1746	136	7	english	english	PROPN
cana-1746	136	8	are	be	AUX
cana-1746	136	9	usually	usually	ADV
cana-1746	136	10	estimated	estimate	VERB
cana-1746	136	11	using	use	VERB
cana-1746	136	12	n	n	CCONJ
cana-1746	136	13	-	-	PUNCT
cana-1746	136	14	gram	gram	NOUN
cana-1746	136	15	language	language	NOUN
cana-1746	136	16	models	model	NOUN
cana-1746	136	17	.	.	PUNCT
cana-1746	137	1	first	first	ADV
cana-1746	137	2	of	of	ADP
cana-1746	137	3	all	all	PRON
cana-1746	137	4	,	,	PUNCT
cana-1746	137	5	a	a	DET
cana-1746	137	6	spring	spring	NOUN
cana-1746	137	7	language	language	NOUN
cana-1746	137	8	information	information	NOUN
cana-1746	137	9	is	be	AUX
cana-1746	137	10	translated	translate	VERB
cana-1746	137	11	into	into	ADP
cana-1746	137	12	intermediate	intermediate	ADJ
cana-1746	137	13	phonetization	phonetization	NOUN
cana-1746	137	14	and	and	CCONJ
cana-1746	137	15	then	then	ADV
cana-1746	137	16	the	the	DET
cana-1746	137	17	phonetization	phonetization	NOUN
cana-1746	137	18	in	in	ADP
cana-1746	137	19	the	the	DET
cana-1746	137	20	objective	objective	ADJ
cana-1746	137	21	language	language	NOUN
cana-1746	137	22	is	be	AUX
cana-1746	137	23	made	make	VERB
cana-1746	137	24	.	.	PUNCT
cana-1746	138	1	to	to	ADP
cana-1746	138	2	date	date	NOUN
cana-1746	138	3	,	,	PUNCT
cana-1746	138	4	punjabi	punjabi	NOUN
cana-1746	138	5	transcription	transcription	NOUN
cana-1746	138	6	has	have	AUX
cana-1746	138	7	been	be	AUX
cana-1746	138	8	constructed	construct	VERB
cana-1746	138	9	by	by	ADP
cana-1746	138	10	malik	malik	PROPN
cana-1746	138	11	(	(	PUNCT
cana-1746	138	12	2006	2006	NUM
cana-1746	138	13	)	)	PUNCT
cana-1746	138	14	based	base	VERB
cana-1746	138	15	on	on	ADP
cana-1746	138	16	the	the	DET
cana-1746	138	17	rule	rule	NOUN
cana-1746	138	18	-	-	PUNCT
cana-1746	138	19	based	base	VERB
cana-1746	138	20	transcription	transcription	NOUN
cana-1746	138	21	framework	framework	NOUN
cana-1746	138	22	where	where	SCONJ
cana-1746	138	23	rubrics	rubric	NOUN
cana-1746	138	24	are	be	AUX
cana-1746	138	25	constructed	construct	VERB
cana-1746	138	26	for	for	ADP
cana-1746	138	27	transliterating	transliterate	VERB
cana-1746	138	28	shahmukhi	shahmukhi	ADJ
cana-1746	138	29	arguments	argument	NOUN
cana-1746	138	30	into	into	ADP
cana-1746	138	31	gurumukhi	gurumukhi	PROPN
cana-1746	138	32	.	.	PUNCT
cana-1746	139	1	the	the	DET
cana-1746	139	2	system	system	NOUN
cana-1746	139	3	,	,	PUNCT
cana-1746	139	4	in	in	ADP
cana-1746	139	5	addition	addition	NOUN
cana-1746	139	6	,	,	PUNCT
cana-1746	139	7	provides	provide	VERB
cana-1746	139	8	translation	translation	NOUN
cana-1746	139	9	and	and	CCONJ
cana-1746	139	10	transcription	transcription	NOUN
cana-1746	139	11	of	of	ADP
cana-1746	139	12	each	each	DET
cana-1746	139	13	word	word	NOUN
cana-1746	139	14	written	write	VERB
cana-1746	139	15	in	in	ADP
cana-1746	139	16	shahmukhi	shahmukhi	PROPN
cana-1746	139	17	.	.	PUNCT
cana-1746	140	1	there	there	PRON
cana-1746	140	2	are	be	VERB
cana-1746	140	3	various	various	ADJ
cana-1746	140	4	forms	form	NOUN
cana-1746	140	5	of	of	ADP
cana-1746	140	6	machine	machine	NOUN
cana-1746	140	7	transcription	transcription	NOUN
cana-1746	140	8	,	,	PUNCT
cana-1746	140	9	and	and	CCONJ
cana-1746	140	10	it	it	PRON
cana-1746	140	11	is	be	AUX
cana-1746	140	12	peculiar	peculiar	ADJ
cana-1746	140	13	to	to	ADP
cana-1746	140	14	its	its	PRON
cana-1746	140	15	kind	kind	NOUN
cana-1746	140	16	.	.	PUNCT
cana-1746	141	1	it	it	PRON
cana-1746	141	2	replaces	replace	VERB
cana-1746	141	3	a	a	DET
cana-1746	141	4	shahmukhi	shahmukhi	ADJ
cana-1746	141	5	-	-	PUNCT
cana-1746	141	6	linguistic	linguistic	ADJ
cana-1746	141	7	word	word	NOUN
cana-1746	141	8	with	with	ADP
cana-1746	141	9	a	a	DET
cana-1746	141	10	gurmukhi	gurmukhi	ADJ
cana-1746	141	11	-	-	PUNCT
cana-1746	141	12	linguistic	linguistic	ADJ
cana-1746	141	13	term	term	NOUN
cana-1746	141	14	regardless	regardless	ADV
cana-1746	141	15	of	of	ADP
cana-1746	141	16	the	the	DET
cana-1746	141	17	natural	natural	ADJ
cana-1746	141	18	restrictions	restriction	NOUN
cana-1746	141	19	of	of	ADP
cana-1746	141	20	the	the	DET
cana-1746	141	21	term	term	NOUN
cana-1746	141	22	.	.	PUNCT
cana-1746	142	1	it	it	PRON
cana-1746	142	2	not	not	PART
cana-1746	142	3	only	only	ADV
cana-1746	142	4	retains	retain	VERB
cana-1746	142	5	phonetics	phonetic	NOUN
cana-1746	142	6	of	of	ADP
cana-1746	142	7	the	the	DET
cana-1746	142	8	transliterated	transliterated	ADJ
cana-1746	142	9	word	word	NOUN
cana-1746	142	10	but	but	CCONJ
cana-1746	142	11	in	in	ADP
cana-1746	142	12	contrast	contrast	NOUN
cana-1746	142	13	of	of	ADP
cana-1746	142	14	usual	usual	ADJ
cana-1746	142	15	method	method	NOUN
cana-1746	142	16	of	of	ADP
cana-1746	142	17	transcription	transcription	NOUN
cana-1746	142	18	,	,	PUNCT
cana-1746	142	19	it	it	PRON
cana-1746	142	20	also	also	ADV
cana-1746	142	21	retains	retain	VERB
cana-1746	142	22	the	the	DET
cana-1746	142	23	meaning	meaning	NOUN
cana-1746	142	24	[	[	X
cana-1746	142	25	malik	malik	NOUN
cana-1746	142	26	2006	2006	NUM
cana-1746	142	27	]	]	PUNCT
cana-1746	142	28	.	.	PUNCT
cana-1746	143	1	in	in	ADP
cana-1746	143	2	a	a	DET
cana-1746	143	3	study	study	NOUN
cana-1746	143	4	conducted	conduct	VERB
cana-1746	143	5	by	by	ADP
cana-1746	143	6	ekbal	ekbal	ADJ
cana-1746	143	7	(	(	PUNCT
cana-1746	143	8	2006	2006	NUM
cana-1746	143	9	)	)	PUNCT
cana-1746	143	10	,	,	PUNCT
cana-1746	143	11	an	an	DET
cana-1746	143	12	enhanced	enhanced	ADJ
cana-1746	143	13	joint	joint	ADJ
cana-1746	143	14	basis	basis	NOUN
cana-1746	143	15	channel	channel	NOUN
cana-1746	143	16	was	be	AUX
cana-1746	143	17	explored	explore	VERB
cana-1746	143	18	concerning	concern	VERB
cana-1746	143	19	bengali	bengali	PROPN
cana-1746	143	20	english	english	PROPN
cana-1746	143	21	.	.	PUNCT
cana-1746	144	1	the	the	DET
cana-1746	144	2	positions	position	NOUN
cana-1746	144	3	of	of	ADP
cana-1746	144	4	transcription	transcription	NOUN
cana-1746	144	5	elements	element	NOUN
cana-1746	144	6	in	in	ADP
cana-1746	144	7	the	the	DET
cana-1746	144	8	basis	basis	NOUN
cana-1746	144	9	term	term	NOUN
cana-1746	144	10	were	be	AUX
cana-1746	144	11	determined	determine	VERB
cana-1746	144	12	constructed	construct	VERB
cana-1746	144	13	on	on	ADP
cana-1746	144	14	the	the	DET
cana-1746	144	15	regular	regular	ADJ
cana-1746	144	16	expression	expression	NOUN
cana-1746	144	17	related	relate	VERB
cana-1746	144	18	to	to	ADP
cana-1746	144	19	the	the	DET
cana-1746	144	20	count	count	NOUN
cana-1746	144	21	of	of	ADP
cana-1746	144	22	vanjan	vanjan	NOUN
cana-1746	144	23	’s	’s	PART
cana-1746	144	24	,	,	PUNCT
cana-1746	144	25	swara	swara	PROPN
cana-1746	144	26	’s	’s	PART
cana-1746	144	27	,	,	PUNCT
cana-1746	144	28	and	and	CCONJ
cana-1746	144	29	matra	matra	PROPN
cana-1746	144	30	’s	’s	PART
cana-1746	144	31	in	in	ADP
cana-1746	144	32	bengali	bengali	PROPN
cana-1746	144	33	lettering	lettering	NOUN
cana-1746	144	34	.	.	PUNCT
cana-1746	145	1	the	the	DET
cana-1746	145	2	opposing	opposing	ADJ
cana-1746	145	3	views	view	NOUN
cana-1746	145	4	of	of	ADP
cana-1746	145	5	the	the	DET
cana-1746	145	6	previous	previous	ADJ
cana-1746	145	7	and	and	CCONJ
cana-1746	145	8	imminent	imminent	ADJ
cana-1746	145	9	contexts	context	NOUN
cana-1746	145	10	and	and	CCONJ
cana-1746	145	11	other	other	ADJ
cana-1746	145	12	contexts	context	NOUN
cana-1746	145	13	in	in	ADP
cana-1746	145	14	the	the	DET
cana-1746	145	15	objective	objective	ADJ
cana-1746	145	16	term	term	NOUN
cana-1746	145	17	remained	remained	AUX
cana-1746	145	18	considered	consider	VERB
cana-1746	145	19	.	.	PUNCT
cana-1746	146	1	since	since	SCONJ
cana-1746	146	2	they	they	PRON
cana-1746	146	3	found	find	VERB
cana-1746	146	4	one	one	NUM
cana-1746	146	5	-	-	PUNCT
cana-1746	146	6	to	to	ADP
cana-1746	146	7	-	-	PUNCT
cana-1746	146	8	many	many	ADJ
cana-1746	146	9	arrangements	arrangement	NOUN
cana-1746	146	10	amongst	amongst	ADP
cana-1746	146	11	english	english	ADJ
cana-1746	146	12	language	language	NOUN
cana-1746	146	13	and	and	CCONJ
cana-1746	146	14	bengali	bengali	VERB
cana-1746	146	15	,	,	PUNCT
cana-1746	146	16	additional	additional	ADJ
cana-1746	146	17	manual	manual	ADJ
cana-1746	146	18	transformational	transformational	ADJ
cana-1746	146	19	rubrics	rubric	NOUN
cana-1746	146	20	were	be	AUX
cana-1746	146	21	given	give	VERB
cana-1746	146	22	to	to	ADP
cana-1746	146	23	their	their	PRON
cana-1746	146	24	system	system	NOUN
cana-1746	146	25	.	.	PUNCT
cana-1746	147	1	in	in	ADP
cana-1746	147	2	case	case	NOUN
cana-1746	147	3	of	of	ADP
cana-1746	147	4	catastrophe	catastrophe	NOUN
cana-1746	147	5	in	in	ADP
cana-1746	147	6	arrangement	arrangement	NOUN
cana-1746	147	7	even	even	ADV
cana-1746	147	8	when	when	SCONJ
cana-1746	147	9	specialized	specialized	ADJ
cana-1746	147	10	rubrics	rubric	NOUN
cana-1746	147	11	are	be	AUX
cana-1746	147	12	incorporated	incorporate	VERB
cana-1746	147	13	use	use	NOUN
cana-1746	147	14	of	of	ADP
cana-1746	147	15	handmade	handmade	ADJ
cana-1746	147	16	rules	rule	NOUN
cana-1746	147	17	were	be	AUX
cana-1746	147	18	used	use	VERB
cana-1746	147	19	during	during	ADP
cana-1746	147	20	the	the	DET
cana-1746	147	21	training	training	NOUN
cana-1746	147	22	phase	phase	NOUN
cana-1746	147	23	to	to	PART
cana-1746	147	24	overcome	overcome	VERB
cana-1746	147	25	these	these	DET
cana-1746	147	26	types	type	NOUN
cana-1746	147	27	of	of	ADP
cana-1746	147	28	errors	error	NOUN
cana-1746	147	29	[	[	PUNCT
cana-1746	147	30	ekbal	ekbal	ADJ
cana-1746	147	31	and	and	CCONJ
cana-1746	147	32	naskar	naskar	NOUN
cana-1746	147	33	2006	2006	NUM
cana-1746	147	34	]	]	PUNCT
cana-1746	147	35	.	.	PUNCT
cana-1746	148	1	kumaran	kumaran	PROPN
cana-1746	148	2	and	and	CCONJ
cana-1746	148	3	kellner	kellner	PROPN
cana-1746	148	4	(	(	PUNCT
cana-1746	148	5	2007	2007	NUM
cana-1746	148	6	)	)	PUNCT
cana-1746	148	7	have	have	AUX
cana-1746	148	8	used	use	VERB
cana-1746	148	9	the	the	DET
cana-1746	148	10	noisy	noisy	ADJ
cana-1746	148	11	channel	channel	NOUN
cana-1746	148	12	system	system	NOUN
cana-1746	148	13	for	for	ADP
cana-1746	148	14	the	the	DET
cana-1746	148	15	development	development	NOUN
cana-1746	148	16	of	of	ADP
cana-1746	148	17	machine	machine	NOUN
cana-1746	148	18	transcription	transcription	NOUN
cana-1746	148	19	.	.	PUNCT
cana-1746	149	1	the	the	DET
cana-1746	149	2	transcription	transcription	NOUN
cana-1746	149	3	is	be	AUX
cana-1746	149	4	learnt	learn	VERB
cana-1746	149	5	by	by	ADP
cana-1746	149	6	finding	find	VERB
cana-1746	149	7	the	the	DET
cana-1746	149	8	parameters	parameter	NOUN
cana-1746	149	9	of	of	ADP
cana-1746	149	10	the	the	DET
cana-1746	149	11	distribution	distribution	NOUN
cana-1746	149	12	that	that	PRON
cana-1746	149	13	can	can	AUX
cana-1746	149	14	generate	generate	VERB
cana-1746	149	15	the	the	DET
cana-1746	149	16	observed	observed	ADJ
cana-1746	149	17	garbling	garbling	NOUN
cana-1746	149	18	in	in	ADP
cana-1746	149	19	the	the	DET
cana-1746	149	20	training	training	NOUN
cana-1746	149	21	data	datum	NOUN
cana-1746	149	22	.	.	PUNCT
cana-1746	150	1	the	the	DET
cana-1746	150	2	basis	basis	NOUN
cana-1746	150	3	language	language	NOUN
cana-1746	150	4	model	model	NOUN
cana-1746	150	5	is	be	AUX
cana-1746	150	6	denoted	denote	VERB
cana-1746	150	7	as	as	ADP
cana-1746	150	8	p(s	p(s	NOUN
cana-1746	150	9	)	)	PUNCT
cana-1746	150	10	and	and	CCONJ
cana-1746	150	11	p(t|s	p(t|s	NUM
cana-1746	150	12	)	)	PUNCT
cana-1746	150	13	is	be	AUX
cana-1746	150	14	the	the	DET
cana-1746	150	15	model	model	NOUN
cana-1746	150	16	learnt	learn	VERB
cana-1746	150	17	by	by	ADP
cana-1746	150	18	the	the	DET
cana-1746	150	19	transcription	transcription	NOUN
cana-1746	150	20	model	model	NOUN
cana-1746	150	21	from	from	ADP
cana-1746	150	22	the	the	DET
cana-1746	150	23	training	training	NOUN
cana-1746	150	24	corpus	corpus	NOUN
cana-1746	150	25	.	.	PUNCT
cana-1746	151	1	the	the	DET
cana-1746	151	2	demonstrated	demonstrate	VERB
cana-1746	151	3	approach	approach	NOUN
cana-1746	151	4	is	be	AUX
cana-1746	151	5	applied	apply	VERB
cana-1746	151	6	to	to	PART
cana-1746	151	7	make	make	VERB
cana-1746	151	8	the	the	DET
cana-1746	151	9	use	use	NOUN
cana-1746	151	10	of	of	ADP
cana-1746	151	11	the	the	DET
cana-1746	151	12	only	only	ADJ
cana-1746	151	13	available	available	ADJ
cana-1746	151	14	information	information	NOUN
cana-1746	151	15	about	about	ADP
cana-1746	151	16	the	the	DET
cana-1746	151	17	alignment	alignment	NOUN
cana-1746	151	18	,	,	PUNCT
cana-1746	151	19	namely	namely	ADV
cana-1746	151	20	,	,	PUNCT
cana-1746	151	21	that	that	SCONJ
cana-1746	151	22	some	some	DET
cana-1746	151	23	initial	initial	ADJ
cana-1746	151	24	substring	substring	NOUN
cana-1746	151	25	(	(	PUNCT
cana-1746	151	26	or	or	CCONJ
cana-1746	151	27	a	a	DET
cana-1746	151	28	final	final	ADJ
cana-1746	151	29	substring	substring	NOUN
cana-1746	151	30	in	in	ADP
cana-1746	151	31	the	the	DET
cana-1746	151	32	basis	basis	NOUN
cana-1746	151	33	string	string	NOUN
cana-1746	151	34	)	)	PUNCT
cana-1746	151	35	must	must	AUX
cana-1746	151	36	be	be	AUX
cana-1746	151	37	aligned	align	VERB
cana-1746	151	38	with	with	ADP
cana-1746	151	39	some	some	DET
cana-1746	151	40	initial	initial	ADJ
cana-1746	151	41	substring	substring	NOUN
cana-1746	151	42	(	(	PUNCT
cana-1746	151	43	or	or	CCONJ
cana-1746	151	44	a	a	DET
cana-1746	151	45	final	final	ADJ
cana-1746	151	46	substring	substring	NOUN
cana-1746	151	47	in	in	ADP
cana-1746	151	48	the	the	DET
cana-1746	151	49	objective	objective	ADJ
cana-1746	151	50	string	string	NOUN
cana-1746	151	51	)	)	PUNCT
cana-1746	151	52	in	in	ADP
cana-1746	151	53	each	each	PRON
cana-1746	151	54	of	of	ADP
cana-1746	151	55	the	the	DET
cana-1746	151	56	strings	string	NOUN
cana-1746	151	57	that	that	PRON
cana-1746	151	58	form	form	VERB
cana-1746	151	59	the	the	DET
cana-1746	151	60	preparation	preparation	NOUN
cana-1746	151	61	set	set	NOUN
cana-1746	151	62	.	.	PUNCT
cana-1746	152	1	then	then	ADV
cana-1746	152	2	the	the	DET
cana-1746	152	3	viterbi	viterbi	ADJ
cana-1746	152	4	procedure	procedure	NOUN
cana-1746	152	5	is	be	AUX
cana-1746	152	6	towards	towards	ADP
cana-1746	152	7	search	search	NOUN
cana-1746	152	8	for	for	ADP
cana-1746	152	9	the	the	DET
cana-1746	152	10	optimum	optimum	ADJ
cana-1746	152	11	path	path	NOUN
cana-1746	152	12	for	for	ADP
cana-1746	152	13	each	each	DET
cana-1746	152	14	pair	pair	NOUN
cana-1746	152	15	of	of	ADP
cana-1746	152	16	the	the	DET
cana-1746	152	17	given	give	VERB
cana-1746	152	18	two	two	NUM
cana-1746	152	19	strings	string	NOUN
cana-1746	152	20	based	base	VERB
cana-1746	152	21	on	on	ADP
cana-1746	152	22	the	the	DET
cana-1746	152	23	estimated	estimate	VERB
cana-1746	152	24	alignment	alignment	NOUN
cana-1746	152	25	probability	probability	NOUN
cana-1746	152	26	.	.	PUNCT
cana-1746	153	1	language	language	NOUN
cana-1746	153	2	pairs	pair	NOUN
cana-1746	153	3	employed	employ	VERB
cana-1746	153	4	)	)	PUNCT
cana-1746	153	5	english	english	PROPN
cana-1746	153	6	to	to	ADP
cana-1746	153	7	hindi	hindi	PROPN
cana-1746	153	8	,	,	PUNCT
cana-1746	153	9	tamil	tamil	PROPN
cana-1746	153	10	,	,	PUNCT
cana-1746	153	11	japanese	japanese	ADJ
cana-1746	153	12	and	and	CCONJ
cana-1746	153	13	arabic	arabic	ADJ
cana-1746	154	1	[	[	X
cana-1746	154	2	kumaran	kumaran	PROPN
cana-1746	154	3	2007	2007	NUM
cana-1746	154	4	]	]	PUNCT
cana-1746	154	5	.	.	PUNCT
cana-1746	155	1	https://www.vocabulary.com/dictionary/discourse	https://www.vocabulary.com/dictionary/discourse	NOUN
cana-1746	155	2	communications	communication	NOUN
cana-1746	155	3	on	on	ADP
cana-1746	155	4	applied	apply	VERB
cana-1746	155	5	nonlinear	nonlinear	ADJ
cana-1746	155	6	analysis	analysis	NOUN
cana-1746	155	7	issn	issn	NOUN
cana-1746	155	8	:	:	PUNCT
cana-1746	155	9	1074	1074	NUM
cana-1746	155	10	-	-	PUNCT
cana-1746	155	11	133x	133x	NUM
cana-1746	155	12	vol	vol	NOUN
cana-1746	155	13	32	32	NUM
cana-1746	155	14	no	no	NOUN
cana-1746	155	15	.	.	NOUN
cana-1746	155	16	2	2	NUM
cana-1746	155	17	(	(	PUNCT
cana-1746	155	18	2025	2025	NUM
cana-1746	155	19	)	)	PUNCT
cana-1746	156	1	343	343	NUM
cana-1746	156	2	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1746	156	3	statistical	statistical	ADJ
cana-1746	156	4	transcription	transcription	NOUN
cana-1746	156	5	model	model	NOUN
cana-1746	156	6	has	have	AUX
cana-1746	156	7	been	be	AUX
cana-1746	156	8	provided	provide	VERB
cana-1746	156	9	by	by	ADP
cana-1746	156	10	ganesh	ganesh	PROPN
cana-1746	156	11	,	,	PUNCT
cana-1746	156	12	harsha	harsha	PROPN
cana-1746	156	13	,	,	PUNCT
cana-1746	156	14	pingali	pingali	NOUN
cana-1746	156	15	and	and	CCONJ
cana-1746	156	16	verma	verma	PROPN
cana-1746	156	17	(	(	PUNCT
cana-1746	156	18	2008	2008	NUM
cana-1746	156	19	)	)	PUNCT
cana-1746	156	20	which	which	PRON
cana-1746	156	21	is	be	AUX
cana-1746	156	22	linguistic	linguistic	ADJ
cana-1746	156	23	autonomous	autonomous	ADJ
cana-1746	156	24	.	.	PUNCT
cana-1746	157	1	for	for	ADP
cana-1746	157	2	transcription	transcription	NOUN
cana-1746	157	3	,	,	PUNCT
cana-1746	157	4	they	they	PRON
cana-1746	157	5	employed	employ	VERB
cana-1746	157	6	arithmetical	arithmetical	ADJ
cana-1746	157	7	prototypical	prototypical	ADJ
cana-1746	157	8	which	which	PRON
cana-1746	157	9	stands	stand	VERB
cana-1746	157	10	associated	associate	VERB
cana-1746	157	11	with	with	ADP
cana-1746	157	12	hidden	hide	VERB
cana-1746	157	13	markov	markov	NOUN
cana-1746	157	14	model	model	NOUN
cana-1746	157	15	arrangement	arrangement	NOUN
cana-1746	157	16	and	and	CCONJ
cana-1746	157	17	crf	crf	PROPN
cana-1746	157	18	.	.	PUNCT
cana-1746	158	1	the	the	DET
cana-1746	158	2	hmm	hmm	INTJ
cana-1746	158	3	alignment	alignment	NOUN
cana-1746	158	4	calculates	calculate	VERB
cana-1746	158	5	the	the	DET
cana-1746	158	6	maximum	maximum	ADJ
cana-1746	158	7	possibility	possibility	NOUN
cana-1746	158	8	of	of	ADP
cana-1746	158	9	the	the	DET
cana-1746	158	10	basis	basis	NOUN
cana-1746	158	11	and	and	CCONJ
cana-1746	158	12	objective	objective	ADJ
cana-1746	158	13	words	word	NOUN
cana-1746	158	14	based	base	VERB
cana-1746	158	15	on	on	ADP
cana-1746	158	16	the	the	DET
cana-1746	158	17	expectancy	expectancy	NOUN
cana-1746	158	18	expansion	expansion	NOUN
cana-1746	158	19	algorithm	algorithm	NOUN
cana-1746	158	20	.	.	PUNCT
cana-1746	159	1	after	after	SCONJ
cana-1746	159	2	this	this	DET
cana-1746	159	3	expansion	expansion	NOUN
cana-1746	159	4	process	process	NOUN
cana-1746	159	5	is	be	AUX
cana-1746	159	6	over	over	ADP
cana-1746	159	7	the	the	DET
cana-1746	159	8	alphabet	alphabet	ADJ
cana-1746	159	9	level	level	NOUN
cana-1746	159	10	arrangements	arrangement	NOUN
cana-1746	159	11	(	(	PUNCT
cana-1746	159	12	n	n	CCONJ
cana-1746	159	13	-	-	PUNCT
cana-1746	159	14	gram	gram	NOUN
cana-1746	159	15	)	)	PUNCT
cana-1746	159	16	remain	remain	VERB
cana-1746	159	17	decided	decide	VERB
cana-1746	159	18	to	to	ADP
cana-1746	159	19	the	the	DET
cana-1746	159	20	max	max	PROPN
cana-1746	159	21	subsequent	subsequent	ADJ
cana-1746	159	22	calculations	calculation	NOUN
cana-1746	159	23	of	of	ADP
cana-1746	159	24	the	the	DET
cana-1746	159	25	prototypical	prototypical	ADJ
cana-1746	159	26	.	.	PUNCT
cana-1746	160	1	this	this	DET
cana-1746	160	2	alignment	alignment	NOUN
cana-1746	160	3	is	be	AUX
cana-1746	160	4	used	use	VERB
cana-1746	160	5	to	to	PART
cana-1746	160	6	get	get	VERB
cana-1746	160	7	the	the	DET
cana-1746	160	8	character	character	NOUN
cana-1746	160	9	level	level	NOUN
cana-1746	160	10	n	n	CCONJ
cana-1746	160	11	-	-	PUNCT
cana-1746	160	12	gram	gram	NOUN
cana-1746	160	13	alignment	alignment	NOUN
cana-1746	160	14	of	of	ADP
cana-1746	160	15	the	the	DET
cana-1746	160	16	basis	basis	NOUN
cana-1746	160	17	and	and	CCONJ
cana-1746	160	18	objective	objective	ADJ
cana-1746	160	19	language	language	NOUN
cana-1746	160	20	words	word	NOUN
cana-1746	160	21	.	.	PUNCT
cana-1746	161	1	again	again	ADV
cana-1746	161	2	,	,	PUNCT
cana-1746	161	3	taking	take	VERB
cana-1746	161	4	the	the	DET
cana-1746	161	5	retrieved	retrieve	VERB
cana-1746	161	6	character	character	NOUN
cana-1746	161	7	level	level	NOUN
cana-1746	161	8	mapping	mapping	NOUN
cana-1746	161	9	,	,	PUNCT
cana-1746	161	10	each	each	DET
cana-1746	161	11	basis	basis	NOUN
cana-1746	161	12	language	language	NOUN
cana-1746	161	13	character	character	NOUN
cana-1746	161	14	(	(	PUNCT
cana-1746	161	15	n	n	CCONJ
cana-1746	161	16	-	-	PUNCT
cana-1746	161	17	gram	gram	NOUN
cana-1746	161	18	)	)	PUNCT
cana-1746	161	19	is	be	AUX
cana-1746	161	20	compared	compare	VERB
cana-1746	161	21	to	to	ADP
cana-1746	161	22	the	the	DET
cana-1746	161	23	corresponding	correspond	VERB
cana-1746	161	24	objective	objective	ADJ
cana-1746	161	25	language	language	NOUN
cana-1746	161	26	character	character	NOUN
cana-1746	161	27	(	(	PUNCT
cana-1746	161	28	n	n	CCONJ
cana-1746	161	29	-	-	PUNCT
cana-1746	161	30	gram	gram	NOUN
cana-1746	161	31	)	)	PUNCT
cana-1746	161	32	.	.	PUNCT
cana-1746	162	1	crf	crf	PROPN
cana-1746	162	2	outputs	outputs	PROPN
cana-1746	162	3	aobjective	aobjective	ADJ
cana-1746	162	4	language	language	NOUN
cana-1746	162	5	word	word	NOUN
cana-1746	162	6	,	,	PUNCT
cana-1746	162	7	like	like	ADP
cana-1746	162	8	the	the	DET
cana-1746	162	9	label	label	NOUN
cana-1746	162	10	sequence	sequence	NOUN
cana-1746	162	11	,	,	PUNCT
cana-1746	162	12	from	from	ADP
cana-1746	162	13	a	a	DET
cana-1746	162	14	basis	basis	NOUN
cana-1746	162	15	language	language	NOUN
cana-1746	162	16	word	word	NOUN
cana-1746	162	17	,	,	PUNCT
cana-1746	162	18	similar	similar	ADJ
cana-1746	162	19	to	to	ADP
cana-1746	162	20	the	the	DET
cana-1746	162	21	observation	observation	NOUN
cana-1746	162	22	sequence	sequence	NOUN
cana-1746	162	23	.	.	PUNCT
cana-1746	163	1	crf	crf	PROPN
cana-1746	163	2	only	only	ADV
cana-1746	163	3	has	have	VERB
cana-1746	163	4	a	a	DET
cana-1746	163	5	specific	specific	ADJ
cana-1746	163	6	training	training	NOUN
cana-1746	163	7	and	and	CCONJ
cana-1746	163	8	decoding	decode	VERB
cana-1746	163	9	process	process	NOUN
cana-1746	163	10	where	where	SCONJ
cana-1746	163	11	the	the	DET
cana-1746	163	12	decoding	decode	VERB
cana-1746	163	13	function	function	NOUN
cana-1746	163	14	varies	vary	VERB
cana-1746	163	15	with	with	ADP
cana-1746	163	16	the	the	DET
cana-1746	163	17	basis	basis	NOUN
cana-1746	163	18	and	and	CCONJ
cana-1746	163	19	objective	objective	ADJ
cana-1746	163	20	language	language	NOUN
cana-1746	163	21	while	while	SCONJ
cana-1746	163	22	offering	offer	VERB
cana-1746	163	23	the	the	DET
cana-1746	163	24	global	global	ADJ
cana-1746	163	25	optimum	optimum	NOUN
cana-1746	163	26	.	.	PUNCT
cana-1746	164	1	when	when	SCONJ
cana-1746	164	2	hmm	hmm	INTJ
cana-1746	164	3	and	and	CCONJ
cana-1746	164	4	crf	crf	PROPN
cana-1746	164	5	are	be	AUX
cana-1746	164	6	combined	combine	VERB
cana-1746	164	7	,	,	PUNCT
cana-1746	164	8	they	they	PRON
cana-1746	164	9	outperform	outperform	VERB
cana-1746	164	10	the	the	DET
cana-1746	164	11	previous	previous	ADJ
cana-1746	164	12	transcription	transcription	NOUN
cana-1746	164	13	system	system	NOUN
cana-1746	164	14	.	.	PUNCT
cana-1746	165	1	the	the	DET
cana-1746	165	2	language	language	NOUN
cana-1746	165	3	pair	pair	NOUN
cana-1746	165	4	used	use	VERB
cana-1746	165	5	in	in	ADP
cana-1746	165	6	the	the	DET
cana-1746	165	7	research	research	NOUN
cana-1746	165	8	was	be	AUX
cana-1746	165	9	englishhindi	englishhindi	VERB
cana-1746	165	10	[	[	X
cana-1746	165	11	ganesh	ganesh	ADJ
cana-1746	165	12	2008	2008	NUM
cana-1746	165	13	]	]	PUNCT
cana-1746	165	14	.	.	PUNCT
cana-1746	166	1	nam	nam	PROPN
cana-1746	166	2	used	use	VERB
cana-1746	166	3	entity	entity	NOUN
cana-1746	166	4	transcription	transcription	NOUN
cana-1746	166	5	,	,	PUNCT
cana-1746	166	6	martin	martin	PROPN
cana-1746	166	7	jansche	jansche	PROPN
cana-1746	166	8	and	and	CCONJ
cana-1746	166	9	richard	richard	PROPN
cana-1746	166	10	sproat	sproat	PROPN
cana-1746	166	11	employed	employ	VERB
cana-1746	166	12	n	n	CCONJ
cana-1746	166	13	-	-	PUNCT
cana-1746	166	14	gram	gram	NOUN
cana-1746	166	15	models	model	NOUN
cana-1746	166	16	at	at	ADP
cana-1746	166	17	google	google	PROPN
cana-1746	166	18	inc	inc	PROPN
cana-1746	166	19	in	in	ADP
cana-1746	166	20	2009	2009	NUM
cana-1746	166	21	and	and	CCONJ
cana-1746	166	22	he	he	PRON
cana-1746	166	23	did	do	VERB
cana-1746	166	24	it	it	PRON
cana-1746	166	25	by	by	ADP
cana-1746	166	26	using	use	VERB
cana-1746	166	27	two	two	NUM
cana-1746	166	28	different	different	ADJ
cana-1746	166	29	size	size	NOUN
cana-1746	166	30	n	n	CCONJ
cana-1746	166	31	–	–	PUNCT
cana-1746	166	32	grams	gram	NOUN
cana-1746	166	33	for	for	ADP
cana-1746	166	34	two	two	NUM
cana-1746	166	35	different	different	ADJ
cana-1746	166	36	pairs	pair	NOUN
cana-1746	166	37	.	.	PUNCT
cana-1746	167	1	for	for	ADP
cana-1746	167	2	english	english	PROPN
cana-1746	167	3	korean	korean	PROPN
cana-1746	167	4	,	,	PUNCT
cana-1746	167	5	the	the	DET
cana-1746	167	6	hangul	hangul	PROPN
cana-1746	167	7	super	super	PROPN
cana-1746	167	8	character	character	NOUN
cana-1746	167	9	is	be	AUX
cana-1746	167	10	consonant	consonant	ADJ
cana-1746	167	11	to	to	ADP
cana-1746	167	12	the	the	DET
cana-1746	167	13	phonetic	phonetic	ADJ
cana-1746	167	14	transcription	transcription	NOUN
cana-1746	167	15	of	of	ADP
cana-1746	167	16	the	the	DET
cana-1746	167	17	world	world	NOUN
cana-1746	167	18	bet	bet	NOUN
cana-1746	167	19	corresponding	correspond	VERB
cana-1746	167	20	to	to	ADP
cana-1746	167	21	the	the	DET
cana-1746	167	22	glyphs	glyph	NOUN
cana-1746	167	23	by	by	ADP
cana-1746	167	24	the	the	DET
cana-1746	167	25	tables	table	NOUN
cana-1746	167	26	out	out	ADP
cana-1746	167	27	of	of	ADP
cana-1746	167	28	the	the	DET
cana-1746	167	29	unitrans	unitran	NOUN
cana-1746	167	30	.	.	PUNCT
cana-1746	168	1	the	the	DET
cana-1746	168	2	corresponding	corresponding	NOUN
cana-1746	168	3	between	between	ADP
cana-1746	168	4	the	the	DET
cana-1746	168	5	hangul	hangul	PROPN
cana-1746	168	6	syllables	syllable	NOUN
cana-1746	168	7	and	and	CCONJ
cana-1746	168	8	their	their	PRON
cana-1746	168	9	phonetic	phonetic	ADJ
cana-1746	168	10	transcription	transcription	NOUN
cana-1746	168	11	was	be	AUX
cana-1746	168	12	dealt	deal	VERB
cana-1746	168	13	with	with	ADP
cana-1746	168	14	by	by	ADP
cana-1746	168	15	a	a	DET
cana-1746	168	16	single	single	ADJ
cana-1746	168	17	fst	fst	NOUN
cana-1746	168	18	.	.	PUNCT
cana-1746	169	1	the	the	DET
cana-1746	169	2	primary	primary	ADJ
cana-1746	169	3	transcribing	transcribe	VERB
cana-1746	169	4	model	model	NOUN
cana-1746	169	5	used	use	VERB
cana-1746	169	6	for	for	ADP
cana-1746	169	7	the	the	DET
cana-1746	169	8	standard	standard	ADJ
cana-1746	169	9	run	run	NOUN
cana-1746	169	10	,	,	PUNCT
cana-1746	169	11	were	be	AUX
cana-1746	169	12	a	a	DET
cana-1746	169	13	10	10	NUM
cana-1746	169	14	-	-	PUNCT
cana-1746	169	15	gram	gram	NOUN
cana-1746	169	16	pair	pair	NOUN
cana-1746	169	17	lm	lm	INTJ
cana-1746	169	18	trained	train	VERB
cana-1746	169	19	on	on	ADP
cana-1746	169	20	an	an	DET
cana-1746	169	21	english	english	ADJ
cana-1746	169	22	letter	letter	NOUN
cana-1746	169	23	to	to	ADP
cana-1746	169	24	korean	korean	ADJ
cana-1746	169	25	phoneme	phoneme	NOUN
cana-1746	169	26	mapping	mapping	NOUN
cana-1746	169	27	.	.	PUNCT
cana-1746	170	1	similarly	similarly	ADV
cana-1746	170	2	,	,	PUNCT
cana-1746	170	3	the	the	DET
cana-1746	170	4	same	same	ADJ
cana-1746	170	5	procedure	procedure	NOUN
cana-1746	170	6	was	be	AUX
cana-1746	170	7	adopted	adopt	VERB
cana-1746	170	8	for	for	ADP
cana-1746	170	9	other	other	ADJ
cana-1746	170	10	indian	indian	ADJ
cana-1746	170	11	languages	language	NOUN
cana-1746	170	12	like	like	ADP
cana-1746	170	13	hindi	hindi	NOUN
cana-1746	170	14	,	,	PUNCT
cana-1746	170	15	tamil	tamil	PROPN
cana-1746	170	16	and	and	CCONJ
cana-1746	170	17	kannada	kannada	PROPN
cana-1746	170	18	.	.	PUNCT
cana-1746	171	1	to	to	PART
cana-1746	171	2	make	make	VERB
cana-1746	171	3	the	the	DET
cana-1746	171	4	conversion	conversion	NOUN
cana-1746	171	5	a	a	DET
cana-1746	171	6	close	close	ADJ
cana-1746	171	7	one	one	NUM
cana-1746	171	8	,	,	PUNCT
cana-1746	171	9	a	a	DET
cana-1746	171	10	scheme	scheme	NOUN
cana-1746	171	11	that	that	PRON
cana-1746	171	12	maps	map	VERB
cana-1746	171	13	devanagari	devanagari	NOUN
cana-1746	171	14	,	,	PUNCT
cana-1746	171	15	tamil	tamil	PROPN
cana-1746	171	16	or	or	CCONJ
cana-1746	171	17	kannda	kannda	ADJ
cana-1746	171	18	symbols	symbol	NOUN
cana-1746	171	19	to	to	ADP
cana-1746	171	20	phonemic	phonemic	ADJ
cana-1746	171	21	levels	level	NOUN
cana-1746	171	22	is	be	AUX
cana-1746	171	23	created	create	VERB
cana-1746	171	24	using	use	VERB
cana-1746	171	25	a	a	DET
cana-1746	171	26	special	special	ADJ
cana-1746	171	27	tool	tool	NOUN
cana-1746	171	28	known	know	VERB
cana-1746	171	29	as	as	ADP
cana-1746	171	30	unitrans	unitrans	PROPN
cana-1746	171	31	.	.	PUNCT
cana-1746	172	1	still	still	ADV
cana-1746	172	2	,	,	PUNCT
cana-1746	172	3	most	most	ADJ
cana-1746	172	4	of	of	ADP
cana-1746	172	5	the	the	DET
cana-1746	172	6	scripts	script	NOUN
cana-1746	172	7	inherited	inherit	VERB
cana-1746	172	8	for	for	ADP
cana-1746	172	9	brahmi	brahmi	NOUN
cana-1746	172	10	do	do	AUX
cana-1746	172	11	not	not	PART
cana-1746	172	12	differentiate	differentiate	VERB
cana-1746	172	13	between	between	ADP
cana-1746	172	14	the	the	DET
cana-1746	172	15	diacritic	diacritic	NOUN
cana-1746	172	16	and	and	CCONJ
cana-1746	172	17	the	the	DET
cana-1746	172	18	complete	complete	ADJ
cana-1746	172	19	vowel	vowel	NOUN
cana-1746	172	20	signs	sign	NOUN
cana-1746	172	21	to	to	PART
cana-1746	172	22	map	map	VERB
cana-1746	172	23	back	back	ADV
cana-1746	172	24	from	from	ADP
cana-1746	172	25	the	the	DET
cana-1746	172	26	phonemic	phonemic	ADJ
cana-1746	172	27	transcription	transcription	NOUN
cana-1746	172	28	into	into	ADP
cana-1746	172	29	the	the	DET
cana-1746	172	30	script	script	NOUN
cana-1746	172	31	one	one	NUM
cana-1746	172	32	of	of	ADP
cana-1746	172	33	which	which	PRON
cana-1746	172	34	must	must	AUX
cana-1746	172	35	be	be	AUX
cana-1746	172	36	familiar	familiar	ADJ
cana-1746	172	37	whether	whether	SCONJ
cana-1746	172	38	the	the	DET
cana-1746	172	39	vowel	vowel	NOUN
cana-1746	172	40	sign	sign	NOUN
cana-1746	172	41	in	in	ADP
cana-1746	172	42	question	question	NOUN
cana-1746	172	43	is	be	AUX
cana-1746	172	44	marginal	marginal	ADJ
cana-1746	172	45	or	or	CCONJ
cana-1746	172	46	not	not	PART
cana-1746	172	47	to	to	PART
cana-1746	172	48	select	select	VERB
cana-1746	172	49	the	the	DET
cana-1746	172	50	form	form	NOUN
cana-1746	172	51	.	.	PUNCT
cana-1746	173	1	these	these	DET
cana-1746	173	2	and	and	CCONJ
cana-1746	173	3	other	other	ADJ
cana-1746	173	4	restraints	restraint	NOUN
cana-1746	173	5	were	be	AUX
cana-1746	173	6	imposed	impose	VERB
cana-1746	173	7	with	with	ADP
cana-1746	173	8	a	a	DET
cana-1746	173	9	rudimentary	rudimentary	ADJ
cana-1746	173	10	wfst	wfst	NOUN
cana-1746	173	11	hand	hand	NOUN
cana-1746	173	12	built	build	VERB
cana-1746	173	13	for	for	ADP
cana-1746	173	14	each	each	DET
cana-1746	173	15	script	script	NOUN
cana-1746	173	16	.	.	PUNCT
cana-1746	174	1	the	the	DET
cana-1746	174	2	primary	primary	ADJ
cana-1746	174	3	transcription	transcription	NOUN
cana-1746	174	4	model	model	NOUN
cana-1746	174	5	for	for	ADP
cana-1746	174	6	the	the	DET
cana-1746	174	7	standard	standard	ADJ
cana-1746	174	8	run	run	NOUN
cana-1746	174	9	was	be	AUX
cana-1746	174	10	a	a	DET
cana-1746	174	11	6	6	NUM
cana-1746	174	12	-	-	PUNCT
cana-1746	174	13	gram	gram	NOUN
cana-1746	174	14	pair	pair	NOUN
cana-1746	174	15	language	language	NOUN
cana-1746	174	16	model	model	NOUN
cana-1746	174	17	which	which	PRON
cana-1746	174	18	used	use	VERB
cana-1746	174	19	an	an	DET
cana-1746	174	20	alignment	alignment	NOUN
cana-1746	174	21	of	of	ADP
cana-1746	174	22	letters	letter	NOUN
cana-1746	174	23	in	in	ADP
cana-1746	174	24	english	english	PROPN
cana-1746	174	25	with	with	ADP
cana-1746	174	26	the	the	DET
cana-1746	174	27	phonemes	phoneme	NOUN
cana-1746	174	28	of	of	ADP
cana-1746	174	29	hindi	hindi	NOUN
cana-1746	174	30	,	,	PUNCT
cana-1746	174	31	kannada	kannada	PROPN
cana-1746	174	32	or	or	CCONJ
cana-1746	174	33	tamil	tamil	PROPN
cana-1746	174	34	used	use	VERB
cana-1746	174	35	in	in	ADP
cana-1746	174	36	the	the	DET
cana-1746	174	37	training	training	NOUN
cana-1746	174	38	and	and	CCONJ
cana-1746	174	39	development	development	NOUN
cana-1746	174	40	data	datum	NOUN
cana-1746	174	41	.	.	PUNCT
cana-1746	175	1	to	to	PART
cana-1746	175	2	decode	decode	VERB
cana-1746	175	3	english	english	PROPN
cana-1746	175	4	russian	russian	PROPN
cana-1746	175	5	,	,	PUNCT
cana-1746	175	6	they	they	PRON
cana-1746	175	7	merely	merely	ADV
cana-1746	175	8	found	find	VERB
cana-1746	175	9	one	one	NUM
cana-1746	175	10	-	-	PUNCT
cana-1746	175	11	to	to	ADP
cana-1746	175	12	-	-	PUNCT
cana-1746	175	13	one	one	NUM
cana-1746	175	14	mappings	mapping	NOUN
cana-1746	175	15	between	between	ADP
cana-1746	175	16	the	the	DET
cana-1746	175	17	latin	latin	ADJ
cana-1746	175	18	characters	character	NOUN
cana-1746	175	19	used	use	VERB
cana-1746	175	20	in	in	ADP
cana-1746	175	21	english	english	ADJ
cana-1746	175	22	words	word	NOUN
cana-1746	175	23	and	and	CCONJ
cana-1746	175	24	the	the	DET
cana-1746	175	25	cyrillic	cyrillic	PROPN
cana-1746	175	26	characters	character	NOUN
cana-1746	175	27	used	use	VERB
cana-1746	175	28	in	in	ADP
cana-1746	175	29	russian	russian	ADJ
cana-1746	175	30	words	word	NOUN
cana-1746	175	31	.	.	PUNCT
cana-1746	176	1	it	it	PRON
cana-1746	176	2	has	have	AUX
cana-1746	176	3	already	already	ADV
cana-1746	176	4	been	be	AUX
cana-1746	176	5	noted	note	VERB
cana-1746	176	6	that	that	SCONJ
cana-1746	176	7	russian	russian	ADJ
cana-1746	176	8	orthography	orthography	NOUN
cana-1746	176	9	is	be	AUX
cana-1746	176	10	phonemic	phonemic	ADJ
cana-1746	176	11	a	a	DET
cana-1746	176	12	least	least	ADJ
cana-1746	176	13	at	at	ADP
cana-1746	176	14	the	the	DET
cana-1746	176	15	phonemic	phonemic	ADJ
cana-1746	176	16	level	level	NOUN
cana-1746	176	17	.	.	PUNCT
cana-1746	177	1	the	the	DET
cana-1746	177	2	pair	pair	NOUN
cana-1746	177	3	language	language	NOUN
cana-1746	177	4	model	model	NOUN
cana-1746	177	5	of	of	ADP
cana-1746	177	6	6gram	6gram	PROPN
cana-1746	177	7	was	be	AUX
cana-1746	177	8	used	use	VERB
cana-1746	177	9	in	in	ADP
cana-1746	177	10	the	the	DET
cana-1746	177	11	baseline	baseline	NOUN
cana-1746	177	12	run	run	NOUN
cana-1746	177	13	.	.	PUNCT
cana-1746	178	1	for	for	ADP
cana-1746	178	2	english	english	PROPN
cana-1746	178	3	chinese	chinese	PROPN
cana-1746	178	4	,	,	PUNCT
cana-1746	178	5	a	a	DET
cana-1746	178	6	direct	direct	ADJ
cana-1746	178	7	stochastic	stochastic	ADJ
cana-1746	178	8	model	model	NOUN
cana-1746	178	9	between	between	ADP
cana-1746	178	10	strings	string	NOUN
cana-1746	178	11	of	of	ADP
cana-1746	178	12	latin	latin	ADJ
cana-1746	178	13	characters	character	NOUN
cana-1746	178	14	to	to	PART
cana-1746	178	15	represent	represent	VERB
cana-1746	178	16	the	the	DET
cana-1746	178	17	english	english	ADJ
cana-1746	178	18	names	name	NOUN
cana-1746	178	19	and	and	CCONJ
cana-1746	178	20	strings	string	NOUN
cana-1746	178	21	of	of	ADP
cana-1746	178	22	hanzi	hanzi	PROPN
cana-1746	178	23	to	to	PART
cana-1746	178	24	represent	represent	VERB
cana-1746	178	25	the	the	DET
cana-1746	178	26	chinese	chinese	ADJ
cana-1746	178	27	transcription	transcription	NOUN
cana-1746	178	28	are	be	AUX
cana-1746	178	29	applied	apply	VERB
cana-1746	178	30	.	.	PUNCT
cana-1746	179	1	this	this	PRON
cana-1746	179	2	suggests	suggest	VERB
cana-1746	179	3	that	that	SCONJ
cana-1746	179	4	the	the	DET
cana-1746	179	5	direct	direct	ADJ
cana-1746	179	6	method	method	NOUN
cana-1746	179	7	yields	yield	VERB
cana-1746	179	8	a	a	DET
cana-1746	179	9	much	much	ADV
cana-1746	179	10	higher	high	ADJ
cana-1746	179	11	level	level	NOUN
cana-1746	179	12	of	of	ADP
cana-1746	179	13	accuracy	accuracy	NOUN
cana-1746	179	14	compared	compare	VERB
cana-1746	179	15	to	to	ADP
cana-1746	179	16	indirect	indirect	ADJ
cana-1746	179	17	approaches	approach	NOUN
cana-1746	179	18	where	where	SCONJ
cana-1746	179	19	pinyin	pinyin	NOUN
cana-1746	179	20	or	or	CCONJ
cana-1746	179	21	phoneme	phoneme	NOUN
cana-1746	179	22	representations	representation	NOUN
cana-1746	179	23	are	be	AUX
cana-1746	179	24	used	use	VERB
cana-1746	179	25	.	.	PUNCT
cana-1746	180	1	in	in	ADP
cana-1746	180	2	direct	direct	ADJ
cana-1746	180	3	approach	approach	NOUN
cana-1746	180	4	,	,	PUNCT
cana-1746	180	5	they	they	PRON
cana-1746	180	6	have	have	AUX
cana-1746	180	7	first	first	ADV
cana-1746	180	8	used	use	VERB
cana-1746	180	9	the	the	DET
cana-1746	180	10	memoryless	memoryless	NOUN
cana-1746	180	11	monotonic	monotonic	ADJ
cana-1746	180	12	alignment	alignment	NOUN
cana-1746	180	13	model	model	NOUN
cana-1746	180	14	to	to	PART
cana-1746	180	15	map	map	VERB
cana-1746	180	16	the	the	DET
cana-1746	180	17	english	english	PROPN
cana-1746	180	18	letter	letter	NOUN
cana-1746	180	19	strings	string	NOUN
cana-1746	180	20	to	to	ADP
cana-1746	180	21	their	their	PRON
cana-1746	180	22	corresponding	corresponding	ADJ
cana-1746	180	23	chinese	chinese	ADJ
cana-1746	180	24	hanzi	hanzi	PROPN
cana-1746	180	25	strings	string	NOUN
cana-1746	180	26	.	.	PUNCT
cana-1746	181	1	a	a	DET
cana-1746	181	2	6	6	NUM
cana-1746	181	3	-	-	PUNCT
cana-1746	181	4	gram	gram	NOUN
cana-1746	181	5	language	language	NOUN
cana-1746	181	6	model	model	NOUN
cana-1746	181	7	was	be	AUX
cana-1746	181	8	used	use	VERB
cana-1746	181	9	;	;	PUNCT
cana-1746	181	10	jansche	jansche	PROPN
cana-1746	181	11	2009	2009	NUM
cana-1746	181	12	unfortunately	unfortunately	ADV
cana-1746	181	13	no	no	DET
cana-1746	181	14	link	link	NOUN
cana-1746	181	15	available	available	ADJ
cana-1746	181	16	.	.	PUNCT
cana-1746	182	1	communications	communication	NOUN
cana-1746	182	2	on	on	ADP
cana-1746	182	3	applied	apply	VERB
cana-1746	182	4	nonlinear	nonlinear	ADJ
cana-1746	182	5	analysis	analysis	NOUN
cana-1746	182	6	issn	issn	NOUN
cana-1746	182	7	:	:	PUNCT
cana-1746	182	8	1074	1074	NUM
cana-1746	182	9	-	-	PUNCT
cana-1746	182	10	133x	133x	NUM
cana-1746	182	11	vol	vol	NOUN
cana-1746	182	12	32	32	NUM
cana-1746	182	13	no	no	NOUN
cana-1746	182	14	.	.	NOUN
cana-1746	182	15	2	2	NUM
cana-1746	182	16	(	(	PUNCT
cana-1746	182	17	2025	2025	NUM
cana-1746	182	18	)	)	PUNCT
cana-1746	182	19	344	344	NUM
cana-1746	182	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	182	21	yong	yong	PROPN
cana-1746	182	22	-	-	PUNCT
cana-1746	182	23	hoon	hoon	PROPN
cana-1746	183	1	oh	oh	INTJ
cana-1746	183	2	,	,	PUNCT
cana-1746	183	3	kiyotaka	kiyotaka	PROPN
cana-1746	183	4	uchimoto	uchimoto	PROPN
cana-1746	183	5	&	&	CCONJ
cana-1746	183	6	kentaro	kentaro	PROPN
cana-1746	183	7	torisaw	torisaw	PROPN
cana-1746	183	8	’s	’s	PART
cana-1746	183	9	(	(	PUNCT
cana-1746	183	10	2009	2009	NUM
cana-1746	183	11	)	)	PUNCT
cana-1746	183	12	method	method	NOUN
cana-1746	183	13	relies	rely	VERB
cana-1746	183	14	with	with	ADP
cana-1746	183	15	two	two	NUM
cana-1746	183	16	transcription	transcription	NOUN
cana-1746	183	17	models	model	NOUN
cana-1746	183	18	:	:	PUNCT
cana-1746	183	19	tmg	tmg	NOUN
cana-1746	183	20	:	:	PUNCT
cana-1746	183	21	transliteration	transliteration	NOUN
cana-1746	183	22	model	model	NOUN
cana-1746	183	23	based	base	VERB
cana-1746	183	24	on	on	ADP
cana-1746	183	25	objective	objective	ADJ
cana-1746	183	26	language	language	NOUN
cana-1746	183	27	graphemes	grapheme	NOUN
cana-1746	183	28	&	&	CCONJ
cana-1746	183	29	tmgp	tmgp	NOUN
cana-1746	183	30	:	:	PUNCT
cana-1746	183	31	transliteration	transliteration	NOUN
cana-1746	183	32	model	model	NOUN
cana-1746	183	33	based	base	VERB
cana-1746	183	34	on	on	ADP
cana-1746	183	35	objective	objective	ADJ
cana-1746	183	36	language	language	NOUN
cana-1746	183	37	graphemes	grapheme	NOUN
cana-1746	183	38	and	and	CCONJ
cana-1746	183	39	phonemes	phoneme	NOUN
cana-1746	183	40	.	.	PUNCT
cana-1746	184	1	the	the	DET
cana-1746	184	2	difference	difference	NOUN
cana-1746	184	3	between	between	ADP
cana-1746	184	4	the	the	DET
cana-1746	184	5	models	model	NOUN
cana-1746	184	6	is	be	AUX
cana-1746	184	7	in	in	ADP
cana-1746	184	8	the	the	DET
cana-1746	184	9	fact	fact	NOUN
cana-1746	184	10	if	if	SCONJ
cana-1746	184	11	the	the	DET
cana-1746	184	12	machine	machine	NOUN
cana-1746	184	13	transcription	transcription	NOUN
cana-1746	184	14	process	process	NOUN
cana-1746	184	15	thus	thus	ADV
cana-1746	184	16	corresponds	correspond	VERB
cana-1746	184	17	to	to	ADP
cana-1746	184	18	the	the	DET
cana-1746	184	19	objective	objective	ADJ
cana-1746	184	20	language	language	NOUN
cana-1746	184	21	phonemes	phoneme	NOUN
cana-1746	184	22	.	.	PUNCT
cana-1746	185	1	tm	tm	PROPN
cana-1746	185	2	-	-	PUNCT
cana-1746	185	3	g	g	PROPN
cana-1746	185	4	translates	translate	VERB
cana-1746	185	5	basis	basis	NOUN
cana-1746	185	6	language	language	NOUN
cana-1746	185	7	graphemes	grapheme	VERB
cana-1746	185	8	to	to	ADP
cana-1746	185	9	the	the	DET
cana-1746	185	10	objective	objective	ADJ
cana-1746	185	11	language	language	NOUN
cana-1746	185	12	graphemes	grapheme	VERB
cana-1746	185	13	straight	straight	ADJ
cana-1746	185	14	and	and	CCONJ
cana-1746	185	15	tm	tm	NOUN
cana-1746	185	16	-	-	NOUN
cana-1746	185	17	gp	gp	NOUN
cana-1746	185	18	first	first	ADV
cana-1746	185	19	translates	translate	VERB
cana-1746	185	20	basis	basis	NOUN
cana-1746	185	21	language	language	NOUN
cana-1746	185	22	graphemes	grapheme	VERB
cana-1746	185	23	to	to	ADP
cana-1746	185	24	the	the	DET
cana-1746	185	25	objective	objective	ADJ
cana-1746	185	26	language	language	NOUN
cana-1746	185	27	phonemes	phoneme	NOUN
cana-1746	185	28	and	and	CCONJ
cana-1746	185	29	then	then	ADV
cana-1746	185	30	objectives	objective	VERB
cana-1746	185	31	the	the	DET
cana-1746	185	32	connected	connected	ADJ
cana-1746	185	33	objective	objective	ADJ
cana-1746	185	34	language	language	NOUN
cana-1746	185	35	phonemes	phoneme	NOUN
cana-1746	185	36	linked	link	VERB
cana-1746	185	37	with	with	ADP
cana-1746	185	38	the	the	DET
cana-1746	185	39	corresponding	corresponding	ADJ
cana-1746	185	40	basis	basis	NOUN
cana-1746	185	41	language	language	NOUN
cana-1746	185	42	grapheme	grapheme	NOUN
cana-1746	185	43	and	and	CCONJ
cana-1746	185	44	the	the	DET
cana-1746	185	45	objectives	objective	NOUN
cana-1746	185	46	the	the	DET
cana-1746	185	47	objective	objective	ADJ
cana-1746	185	48	language	language	NOUN
cana-1746	185	49	phoneme	phoneme	NOUN
cana-1746	185	50	and	and	CCONJ
cana-1746	185	51	the	the	DET
cana-1746	185	52	basis	basis	NOUN
cana-1746	185	53	language	language	NOUN
cana-1746	185	54	grapheme	grapheme	NOUN
cana-1746	185	55	for	for	ADP
cana-1746	185	56	the	the	DET
cana-1746	185	57	objective	objective	ADJ
cana-1746	185	58	language	language	NOUN
cana-1746	185	59	graphemes	grapheme	VERB
cana-1746	185	60	.	.	PUNCT
cana-1746	186	1	to	to	PART
cana-1746	186	2	build	build	VERB
cana-1746	186	3	several	several	ADJ
cana-1746	186	4	machine	machine	NOUN
cana-1746	186	5	transcription	transcription	NOUN
cana-1746	186	6	engines	engine	NOUN
cana-1746	186	7	,	,	PUNCT
cana-1746	186	8	the	the	DET
cana-1746	186	9	following	follow	VERB
cana-1746	186	10	three	three	NUM
cana-1746	186	11	machine	machine	NOUN
cana-1746	186	12	learning	learn	VERB
cana-1746	186	13	algorithms	algorithm	NOUN
cana-1746	186	14	were	be	AUX
cana-1746	186	15	used	use	VERB
cana-1746	186	16	:	:	PUNCT
cana-1746	186	17	crf	crf	NOUN
cana-1746	186	18	,	,	PUNCT
cana-1746	186	19	mira	mira	PROPN
cana-1746	186	20	,	,	PUNCT
cana-1746	186	21	and	and	CCONJ
cana-1746	186	22	mem	mem	NOUN
cana-1746	187	1	[	[	X
cana-1746	187	2	oh	oh	INTJ
cana-1746	187	3	et	et	NOUN
cana-1746	187	4	.	.	PUNCT
cana-1746	188	1	al	al	PROPN
cana-1746	188	2	.	.	PROPN
cana-1746	188	3	,	,	PUNCT
cana-1746	188	4	2009	2009	NUM
cana-1746	188	5	]	]	PUNCT
cana-1746	188	6	.	.	PUNCT
cana-1746	189	1	directl	directl	NOUN
cana-1746	189	2	as	as	ADP
cana-1746	189	3	an	an	DET
cana-1746	189	4	online	online	ADJ
cana-1746	189	5	discriminative	discriminative	NOUN
cana-1746	189	6	sequence	sequence	NOUN
cana-1746	189	7	prediction	prediction	NOUN
cana-1746	189	8	model	model	NOUN
cana-1746	189	9	proposed	propose	VERB
cana-1746	189	10	by	by	ADP
cana-1746	189	11	jiampojamarn	jiampojamarn	PROPN
cana-1746	189	12	,	,	PUNCT
cana-1746	189	13	bhargava	bhargava	PROPN
cana-1746	189	14	,	,	PUNCT
cana-1746	189	15	dou	dou	X
cana-1746	189	16	and	and	CCONJ
cana-1746	189	17	kondrak	kondrak	PROPN
cana-1746	189	18	(	(	PUNCT
cana-1746	189	19	2009	2009	NUM
cana-1746	189	20	)	)	PUNCT
cana-1746	189	21	provides	provide	VERB
cana-1746	189	22	an	an	DET
cana-1746	189	23	unverified	unverified	ADJ
cana-1746	189	24	many	many	ADJ
cana-1746	189	25	-	-	PUNCT
cana-1746	189	26	to	to	ADP
cana-1746	189	27	-	-	PUNCT
cana-1746	189	28	many	many	ADJ
cana-1746	189	29	placement	placement	NOUN
cana-1746	189	30	by	by	ADP
cana-1746	189	31	means	mean	NOUN
cana-1746	189	32	of	of	ADP
cana-1746	189	33	em	em	PRON
cana-1746	189	34	amongst	amongst	ADP
cana-1746	189	35	objective	objective	ADJ
cana-1746	189	36	and	and	CCONJ
cana-1746	189	37	basis	basis	NOUN
cana-1746	189	38	terms	term	NOUN
cana-1746	189	39	.	.	PUNCT
cana-1746	190	1	the	the	DET
cana-1746	190	2	outcomes	outcome	NOUN
cana-1746	190	3	for	for	ADP
cana-1746	190	4	this	this	DET
cana-1746	190	5	system	system	NOUN
cana-1746	190	6	encompass	encompass	VERB
cana-1746	190	7	input	input	NOUN
cana-1746	190	8	segmentation	segmentation	NOUN
cana-1746	190	9	,	,	PUNCT
cana-1746	190	10	objective	objective	ADJ
cana-1746	190	11	character	character	NOUN
cana-1746	190	12	prediction	prediction	NOUN
cana-1746	190	13	,	,	PUNCT
cana-1746	190	14	and	and	CCONJ
cana-1746	190	15	sequence	sequence	NOUN
cana-1746	190	16	modelling	modelling	NOUN
cana-1746	190	17	within	within	ADP
cana-1746	190	18	a	a	DET
cana-1746	190	19	dynamic	dynamic	ADJ
cana-1746	190	20	programming	programming	NOUN
cana-1746	190	21	system	system	NOUN
cana-1746	190	22	.	.	PUNCT
cana-1746	191	1	feature	feature	NOUN
cana-1746	191	2	vector	vector	NOUN
cana-1746	191	3	includes	include	VERB
cana-1746	191	4	n	n	CCONJ
cana-1746	191	5	-	-	PUNCT
cana-1746	191	6	gram	gram	NOUN
cana-1746	191	7	context	context	NOUN
cana-1746	191	8	features	feature	NOUN
cana-1746	191	9	and	and	CCONJ
cana-1746	191	10	hmm	hmm	ADV
cana-1746	191	11	-	-	PUNCT
cana-1746	191	12	like	like	ADJ
cana-1746	191	13	transition	transition	NOUN
cana-1746	191	14	features	feature	NOUN
cana-1746	191	15	and	and	CCONJ
cana-1746	191	16	many	many	ADJ
cana-1746	191	17	other	other	ADJ
cana-1746	191	18	features	feature	NOUN
cana-1746	191	19	like	like	ADP
cana-1746	191	20	linear	linear	NOUN
cana-1746	191	21	-	-	PUNCT
cana-1746	191	22	chain	chain	NOUN
cana-1746	191	23	based	base	VERB
cana-1746	191	24	features	feature	NOUN
cana-1746	191	25	etc	etc	X
cana-1746	191	26	.	.	X
cana-1746	192	1	finally	finally	ADV
cana-1746	192	2	,	,	PUNCT
cana-1746	192	3	the	the	DET
cana-1746	192	4	most	most	ADV
cana-1746	192	5	probable	probable	ADJ
cana-1746	192	6	pos	pos	NOUN
cana-1746	192	7	tags	tag	NOUN
cana-1746	192	8	for	for	ADP
cana-1746	192	9	each	each	DET
cana-1746	192	10	word	word	NOUN
cana-1746	192	11	pair	pair	NOUN
cana-1746	192	12	in	in	ADP
cana-1746	192	13	the	the	DET
cana-1746	192	14	training	training	NOUN
cana-1746	192	15	data	datum	NOUN
cana-1746	192	16	is	be	AUX
cana-1746	192	17	found	find	VERB
cana-1746	192	18	using	use	VERB
cana-1746	192	19	standard	standard	ADJ
cana-1746	192	20	viterbi	viterbi	NOUN
cana-1746	192	21	algorithm	algorithm	NOUN
cana-1746	192	22	.	.	PUNCT
cana-1746	193	1	it	it	PRON
cana-1746	193	2	is	be	AUX
cana-1746	193	3	verified	verify	VERB
cana-1746	193	4	for	for	ADP
cana-1746	193	5	the	the	DET
cana-1746	193	6	english	english	PROPN
cana-1746	193	7	to	to	ADP
cana-1746	193	8	chinese	chinese	PROPN
cana-1746	193	9	,	,	PUNCT
cana-1746	193	10	hindi	hindi	ADJ
cana-1746	193	11	,	,	PUNCT
cana-1746	193	12	russian	russian	ADJ
cana-1746	193	13	,	,	PUNCT
cana-1746	193	14	japanese	japanese	ADJ
cana-1746	193	15	katakana	katakana	PROPN
cana-1746	193	16	and	and	CCONJ
cana-1746	193	17	korean	korean	ADJ
cana-1746	193	18	hangul	hangul	PROPN
cana-1746	193	19	and	and	CCONJ
cana-1746	193	20	from	from	ADP
cana-1746	193	21	the	the	DET
cana-1746	193	22	japanese	japanese	ADJ
cana-1746	193	23	name	name	NOUN
cana-1746	193	24	to	to	ADP
cana-1746	193	25	the	the	DET
cana-1746	193	26	japanese	japanese	ADJ
cana-1746	193	27	kanji	kanji	X
cana-1746	193	28	language	language	NOUN
cana-1746	193	29	pairs	pair	NOUN
cana-1746	194	1	[	[	X
cana-1746	194	2	jiampojamarn	jiampojamarn	NOUN
cana-1746	194	3	2009	2009	NUM
cana-1746	194	4	]	]	PUNCT
cana-1746	194	5	.	.	PUNCT
cana-1746	195	1	the	the	DET
cana-1746	195	2	study	study	NOUN
cana-1746	195	3	described	describe	VERB
cana-1746	195	4	by	by	ADP
cana-1746	195	5	vijayanand	vijayanand	PROPN
cana-1746	195	6	,	,	PUNCT
cana-1746	195	7	babu	babu	PROPN
cana-1746	195	8	,	,	PUNCT
cana-1746	195	9	and	and	CCONJ
cana-1746	195	10	sandiran	sandiran	NOUN
cana-1746	195	11	(	(	PUNCT
cana-1746	195	12	2009	2009	NUM
cana-1746	195	13	)	)	PUNCT
cana-1746	195	14	included	include	VERB
cana-1746	195	15	rule	rule	NOUN
cana-1746	195	16	-	-	PUNCT
cana-1746	195	17	based	base	VERB
cana-1746	195	18	english	english	PROPN
cana-1746	195	19	to	to	ADP
cana-1746	195	20	tamil	tamil	NOUN
cana-1746	195	21	transcription	transcription	NOUN
cana-1746	195	22	that	that	PRON
cana-1746	195	23	employs	employ	VERB
cana-1746	195	24	partitioning	partition	VERB
cana-1746	195	25	algorithm	algorithm	NOUN
cana-1746	195	26	as	as	ADV
cana-1746	195	27	well	well	ADV
cana-1746	195	28	as	as	ADP
cana-1746	195	29	segmentation	segmentation	NOUN
cana-1746	195	30	rules	rule	NOUN
cana-1746	195	31	.	.	PUNCT
cana-1746	196	1	the	the	DET
cana-1746	196	2	present	present	ADJ
cana-1746	196	3	system	system	NOUN
cana-1746	196	4	will	will	AUX
cana-1746	196	5	retrieve	retrieve	VERB
cana-1746	196	6	the	the	DET
cana-1746	196	7	basis	basis	NOUN
cana-1746	196	8	name	name	NOUN
cana-1746	196	9	and	and	CCONJ
cana-1746	196	10	store	store	VERB
cana-1746	196	11	them	they	PRON
cana-1746	196	12	in	in	ADP
cana-1746	196	13	an	an	DET
cana-1746	196	14	array	array	NOUN
cana-1746	196	15	list	list	NOUN
cana-1746	196	16	.	.	PUNCT
cana-1746	197	1	these	these	DET
cana-1746	197	2	basis	basis	NOUN
cana-1746	197	3	names	name	NOUN
cana-1746	197	4	are	be	AUX
cana-1746	197	5	attained	attain	VERB
cana-1746	197	6	in	in	ADP
cana-1746	197	7	turn	turn	NOUN
cana-1746	197	8	from	from	ADP
cana-1746	197	9	the	the	DET
cana-1746	197	10	array	array	NOUN
cana-1746	197	11	list	list	NOUN
cana-1746	197	12	and	and	CCONJ
cana-1746	197	13	stored	store	VERB
cana-1746	197	14	in	in	ADP
cana-1746	197	15	a	a	DET
cana-1746	197	16	string	string	NOUN
cana-1746	197	17	variable	variable	NOUN
cana-1746	197	18	for	for	ADP
cana-1746	197	19	later	later	ADJ
cana-1746	197	20	use	use	NOUN
cana-1746	197	21	.	.	PUNCT
cana-1746	198	1	thus	thus	ADV
cana-1746	198	2	,	,	PUNCT
cana-1746	198	3	the	the	DET
cana-1746	198	4	value	value	NOUN
cana-1746	198	5	of	of	ADP
cana-1746	198	6	the	the	DET
cana-1746	198	7	string	string	NOUN
cana-1746	198	8	is	be	AUX
cana-1746	198	9	searched	search	VERB
cana-1746	198	10	character	character	NOUN
cana-1746	198	11	wise	wise	ADJ
cana-1746	198	12	for	for	ADP
cana-1746	198	13	next	next	ADJ
cana-1746	198	14	two	two	NUM
cana-1746	198	15	positions	position	NOUN
cana-1746	198	16	of	of	ADP
cana-1746	198	17	its	its	PRON
cana-1746	198	18	index	index	NOUN
cana-1746	198	19	i	i	PRON
cana-1746	198	20	and	and	CCONJ
cana-1746	198	21	if	if	SCONJ
cana-1746	198	22	there	there	PRON
cana-1746	198	23	is	be	VERB
cana-1746	198	24	a	a	DET
cana-1746	198	25	vowel	vowel	NOUN
cana-1746	198	26	or	or	CCONJ
cana-1746	198	27	h	h	NOUN
cana-1746	198	28	then	then	ADV
cana-1746	198	29	value	value	VERB
cana-1746	198	30	till	till	SCONJ
cana-1746	198	31	that	that	DET
cana-1746	198	32	index	index	NOUN
cana-1746	198	33	is	be	AUX
cana-1746	198	34	extracted	extract	VERB
cana-1746	198	35	and	and	CCONJ
cana-1746	198	36	stored	store	VERB
cana-1746	198	37	into	into	ADP
cana-1746	198	38	another	another	DET
cana-1746	198	39	string	string	NOUN
cana-1746	198	40	variable	variable	NOUN
cana-1746	198	41	.	.	PUNCT
cana-1746	199	1	unless	unless	SCONJ
cana-1746	199	2	it	it	PRON
cana-1746	199	3	is	be	AUX
cana-1746	199	4	only	only	ADV
cana-1746	199	5	that	that	PRON
cana-1746	199	6	variable	variable	NOUN
cana-1746	199	7	is	be	AUX
cana-1746	199	8	stored	store	VERB
cana-1746	199	9	and	and	CCONJ
cana-1746	199	10	compared	compare	VERB
cana-1746	199	11	with	with	ADP
cana-1746	199	12	the	the	DET
cana-1746	199	13	database	database	NOUN
cana-1746	199	14	which	which	PRON
cana-1746	199	15	contain	contain	VERB
cana-1746	199	16	tamil	tamil	NOUN
cana-1746	199	17	character	character	NOUN
cana-1746	199	18	for	for	ADP
cana-1746	199	19	that	that	DET
cana-1746	199	20	particular	particular	ADJ
cana-1746	199	21	combination	combination	NOUN
cana-1746	199	22	of	of	ADP
cana-1746	199	23	characters	character	NOUN
cana-1746	199	24	are	be	AUX
cana-1746	199	25	in	in	ADP
cana-1746	199	26	english	english	ADJ
cana-1746	199	27	class	class	NOUN
cana-1746	199	28	.	.	PUNCT
cana-1746	200	1	following	follow	VERB
cana-1746	200	2	that	that	PRON
cana-1746	200	3	,	,	PUNCT
cana-1746	200	4	a	a	DET
cana-1746	200	5	specific	specific	ADJ
cana-1746	200	6	index	index	NOUN
cana-1746	200	7	of	of	ADP
cana-1746	200	8	a	a	DET
cana-1746	200	9	transcription	transcription	NOUN
cana-1746	200	10	in	in	ADP
cana-1746	200	11	an	an	DET
cana-1746	200	12	array	array	NOUN
cana-1746	200	13	list	list	NOUN
cana-1746	200	14	is	be	AUX
cana-1746	200	15	joined	join	VERB
cana-1746	200	16	with	with	ADP
cana-1746	200	17	another	another	DET
cana-1746	200	18	index	index	NOUN
cana-1746	200	19	of	of	ADP
cana-1746	200	20	an	an	DET
cana-1746	200	21	array	array	NOUN
cana-1746	200	22	list	list	NOUN
cana-1746	200	23	of	of	ADP
cana-1746	200	24	the	the	DET
cana-1746	200	25	transliteration	transliteration	NOUN
cana-1746	200	26	of	of	ADP
cana-1746	200	27	the	the	DET
cana-1746	200	28	letter	letter	NOUN
cana-1746	200	29	combination	combination	NOUN
cana-1746	200	30	and	and	CCONJ
cana-1746	200	31	stored	store	VERB
cana-1746	200	32	in	in	ADP
cana-1746	200	33	another	another	DET
cana-1746	200	34	variable	variable	NOUN
cana-1746	200	35	for	for	ADP
cana-1746	200	36	further	further	ADJ
cana-1746	200	37	reference	reference	NOUN
cana-1746	200	38	.	.	PUNCT
cana-1746	201	1	it	it	PRON
cana-1746	201	2	proceeds	proceed	VERB
cana-1746	201	3	until	until	SCONJ
cana-1746	201	4	the	the	DET
cana-1746	201	5	system	system	NOUN
cana-1746	201	6	gets	get	VERB
cana-1746	201	7	to	to	ADP
cana-1746	201	8	the	the	DET
cana-1746	201	9	end	end	NOUN
cana-1746	201	10	of	of	ADP
cana-1746	201	11	each	each	PRON
cana-1746	201	12	of	of	ADP
cana-1746	201	13	the	the	DET
cana-1746	201	14	array	array	NOUN
cana-1746	201	15	list	list	NOUN
cana-1746	202	1	[	[	X
cana-1746	202	2	vijayanand	vijayanand	NOUN
cana-1746	202	3	2009	2009	NUM
cana-1746	202	4	]	]	PUNCT
cana-1746	202	5	.	.	PUNCT
cana-1746	203	1	the	the	DET
cana-1746	203	2	concept	concept	NOUN
cana-1746	203	3	of	of	ADP
cana-1746	203	4	the	the	DET
cana-1746	203	5	name	name	NOUN
cana-1746	203	6	transcribing	transcribe	VERB
cana-1746	203	7	system	system	NOUN
cana-1746	203	8	has	have	AUX
cana-1746	203	9	been	be	AUX
cana-1746	203	10	done	do	VERB
cana-1746	203	11	by	by	ADP
cana-1746	203	12	jiang	jiang	PROPN
cana-1746	203	13	,	,	PUNCT
cana-1746	203	14	sun	sun	NOUN
cana-1746	203	15	and	and	CCONJ
cana-1746	203	16	huazhong	huazhong	NOUN
cana-1746	203	17	in	in	ADP
cana-1746	203	18	the	the	DET
cana-1746	203	19	year	year	NOUN
cana-1746	203	20	of	of	ADP
cana-1746	203	21	2009	2009	NUM
cana-1746	203	22	based	base	VERB
cana-1746	203	23	on	on	ADP
cana-1746	203	24	syllable	syllable	NOUN
cana-1746	203	25	for	for	ADP
cana-1746	203	26	transcribing	transcribe	VERB
cana-1746	203	27	the	the	DET
cana-1746	203	28	chinese	chinese	ADJ
cana-1746	203	29	names	name	NOUN
cana-1746	203	30	from	from	ADP
cana-1746	203	31	the	the	DET
cana-1746	203	32	english	english	ADJ
cana-1746	203	33	name	name	NOUN
cana-1746	203	34	.	.	PUNCT
cana-1746	204	1	the	the	DET
cana-1746	204	2	rule	rule	NOUN
cana-1746	204	3	-	-	PUNCT
cana-1746	204	4	based	base	VERB
cana-1746	204	5	approach	approach	NOUN
cana-1746	204	6	first	first	ADV
cana-1746	204	7	separates	separate	VERB
cana-1746	204	8	the	the	DET
cana-1746	204	9	english	english	ADJ
cana-1746	204	10	name	name	NOUN
cana-1746	204	11	in	in	ADP
cana-1746	204	12	syllables	syllable	NOUN
cana-1746	204	13	with	with	ADP
cana-1746	204	14	the	the	DET
cana-1746	204	15	help	help	NOUN
cana-1746	204	16	of	of	ADP
cana-1746	204	17	some	some	DET
cana-1746	204	18	rules	rule	NOUN
cana-1746	204	19	and	and	CCONJ
cana-1746	204	20	then	then	ADV
cana-1746	204	21	convert	convert	VERB
cana-1746	204	22	the	the	DET
cana-1746	204	23	obtained	obtain	VERB
cana-1746	204	24	syllable	syllable	NOUN
cana-1746	204	25	sequence	sequence	NOUN
cana-1746	204	26	into	into	ADP
cana-1746	204	27	most	most	ADV
cana-1746	204	28	probable	probable	ADJ
cana-1746	204	29	pinyin	pinyin	NOUN
cana-1746	204	30	sequence	sequence	NOUN
cana-1746	204	31	using	use	VERB
cana-1746	204	32	the	the	DET
cana-1746	204	33	syllable	syllable	NOUN
cana-1746	204	34	mapping	mapping	NOUN
cana-1746	204	35	model	model	NOUN
cana-1746	204	36	of	of	ADP
cana-1746	204	37	english	english	PROPN
cana-1746	204	38	to	to	ADP
cana-1746	204	39	pinyin	pinyin	PROPN
cana-1746	204	40	and	and	CCONJ
cana-1746	204	41	then	then	ADV
cana-1746	204	42	convert	convert	VERB
cana-1746	204	43	the	the	DET
cana-1746	204	44	obtained	obtain	VERB
cana-1746	204	45	pinyin	pinyin	PROPN
cana-1746	204	46	sequence	sequence	NOUN
cana-1746	204	47	into	into	ADP
cana-1746	204	48	chinese	chinese	ADJ
cana-1746	204	49	character	character	NOUN
cana-1746	204	50	with	with	ADP
cana-1746	204	51	the	the	DET
cana-1746	204	52	help	help	NOUN
cana-1746	204	53	of	of	ADP
cana-1746	204	54	pinyin	pinyin	PROPN
cana-1746	204	55	to	to	ADP
cana-1746	204	56	chinese	chinese	ADJ
cana-1746	204	57	character	character	NOUN
cana-1746	204	58	mapping	mapping	NOUN
cana-1746	204	59	model	model	NOUN
cana-1746	204	60	.	.	PUNCT
cana-1746	205	1	[	[	X
cana-1746	205	2	jiang	jiang	PROPN
cana-1746	205	3	2009	2009	NUM
cana-1746	205	4	]	]	PUNCT
cana-1746	205	5	.	.	PUNCT
cana-1746	206	1	thai	thai	PROPN
cana-1746	206	2	-	-	PUNCT
cana-1746	206	3	english	english	PROPN
cana-1746	206	4	machine	machine	NOUN
cana-1746	206	5	transcription	transcription	NOUN
cana-1746	206	6	system	system	NOUN
cana-1746	206	7	has	have	AUX
cana-1746	206	8	been	be	AUX
cana-1746	206	9	elaborated	elaborate	VERB
cana-1746	206	10	and	and	CCONJ
cana-1746	206	11	a	a	DET
cana-1746	206	12	bidirectional	bidirectional	ADJ
cana-1746	206	13	syllable	syllable	NOUN
cana-1746	206	14	-	-	PUNCT
cana-1746	206	15	based	base	VERB
cana-1746	206	16	thai	thai	PROPN
cana-1746	206	17	-	-	PUNCT
cana-1746	206	18	english	english	ADJ
cana-1746	206	19	machine	machine	NOUN
cana-1746	206	20	transcription	transcription	NOUN
cana-1746	206	21	system	system	NOUN
cana-1746	206	22	of	of	ADP
cana-1746	206	23	chai	chai	NOUN
cana-1746	206	24	wutiwiwatchai	wutiwiwatchai	ADJ
cana-1746	206	25	and	and	CCONJ
cana-1746	206	26	ausdang	ausdang	PROPN
cana-1746	206	27	thangthai	thangthai	PROPN
cana-1746	207	1	[	[	X
cana-1746	207	2	wutiwiwatchai	wutiwiwatchai	ADJ
cana-1746	207	3	2010	2010	NUM
cana-1746	207	4	]	]	PUNCT
cana-1746	207	5	.	.	PUNCT
cana-1746	208	1	this	this	DET
cana-1746	208	2	system	system	NOUN
cana-1746	208	3	involves	involve	VERB
cana-1746	208	4	syllabification	syllabification	NOUN
cana-1746	208	5	and	and	CCONJ
cana-1746	208	6	letter	letter	NOUN
cana-1746	208	7	to	to	PART
cana-1746	208	8	sound	sound	VERB
cana-1746	208	9	correspondence	correspondence	NOUN
cana-1746	208	10	that	that	PRON
cana-1746	208	11	is	be	AUX
cana-1746	208	12	,	,	PUNCT
cana-1746	208	13	how	how	SCONJ
cana-1746	208	14	each	each	DET
cana-1746	208	15	letter	letter	NOUN
cana-1746	208	16	in	in	ADP
cana-1746	208	17	a	a	DET
cana-1746	208	18	word	word	NOUN
cana-1746	208	19	is	be	AUX
cana-1746	208	20	pronounced	pronounce	VERB
cana-1746	208	21	.	.	PUNCT
cana-1746	209	1	thai	thai	PROPN
cana-1746	209	2	english	english	PROPN
cana-1746	209	3	is	be	AUX
cana-1746	209	4	mainly	mainly	ADV
cana-1746	209	5	done	do	VERB
cana-1746	209	6	on	on	ADP
cana-1746	209	7	the	the	DET
cana-1746	209	8	sound	sound	NOUN
cana-1746	209	9	imitating	imitating	NOUN
cana-1746	209	10	of	of	ADP
cana-1746	209	11	communications	communication	NOUN
cana-1746	209	12	on	on	ADP
cana-1746	209	13	applied	apply	VERB
cana-1746	209	14	nonlinear	nonlinear	ADJ
cana-1746	209	15	analysis	analysis	NOUN
cana-1746	209	16	issn	issn	NOUN
cana-1746	209	17	:	:	PUNCT
cana-1746	209	18	1074	1074	NUM
cana-1746	209	19	-	-	PUNCT
cana-1746	209	20	133x	133x	NUM
cana-1746	209	21	vol	vol	NOUN
cana-1746	209	22	32	32	NUM
cana-1746	209	23	no	no	NOUN
cana-1746	209	24	.	.	NOUN
cana-1746	209	25	2	2	NUM
cana-1746	209	26	(	(	PUNCT
cana-1746	209	27	2025	2025	NUM
cana-1746	209	28	)	)	PUNCT
cana-1746	209	29	345	345	NUM
cana-1746	209	30	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	209	31	syllable	syllable	NOUN
cana-1746	209	32	which	which	PRON
cana-1746	209	33	mostly	mostly	ADV
cana-1746	209	34	rely	rely	VERB
cana-1746	209	35	on	on	ADP
cana-1746	209	36	the	the	DET
cana-1746	209	37	english	english	ADJ
cana-1746	209	38	sound	sound	NOUN
cana-1746	209	39	and	and	CCONJ
cana-1746	209	40	word	word	NOUN
cana-1746	209	41	pattern	pattern	NOUN
cana-1746	209	42	.	.	PUNCT
cana-1746	210	1	consequently	consequently	ADV
cana-1746	210	2	,	,	PUNCT
cana-1746	210	3	the	the	DET
cana-1746	210	4	algorithm	algorithm	NOUN
cana-1746	210	5	first	first	ADV
cana-1746	210	6	segments	segment	VERB
cana-1746	210	7	the	the	DET
cana-1746	210	8	input	input	NOUN
cana-1746	210	9	word	word	NOUN
cana-1746	210	10	in	in	ADP
cana-1746	210	11	a	a	DET
cana-1746	210	12	basis	basis	NOUN
cana-1746	210	13	language	language	NOUN
cana-1746	210	14	into	into	ADP
cana-1746	210	15	syllable	syllable	NOUN
cana-1746	210	16	-	-	PUNCT
cana-1746	210	17	like	like	ADJ
cana-1746	210	18	units	unit	NOUN
cana-1746	210	19	and	and	CCONJ
cana-1746	210	20	finds	find	VERB
cana-1746	210	21	the	the	DET
cana-1746	210	22	pronunciations	pronunciation	NOUN
cana-1746	210	23	of	of	ADP
cana-1746	210	24	each	each	DET
cana-1746	210	25	unit	unit	NOUN
cana-1746	210	26	.	.	PUNCT
cana-1746	211	1	the	the	DET
cana-1746	211	2	pronunciation	pronunciation	NOUN
cana-1746	211	3	in	in	ADP
cana-1746	211	4	the	the	DET
cana-1746	211	5	form	form	NOUN
cana-1746	211	6	of	of	ADP
cana-1746	211	7	phonetic	phonetic	ADJ
cana-1746	211	8	scripts	script	NOUN
cana-1746	211	9	is	be	AUX
cana-1746	211	10	used	use	VERB
cana-1746	211	11	to	to	PART
cana-1746	211	12	find	find	VERB
cana-1746	211	13	possible	possible	ADJ
cana-1746	211	14	transcription	transcription	NOUN
cana-1746	211	15	forms	form	NOUN
cana-1746	211	16	given	give	VERB
cana-1746	211	17	a	a	DET
cana-1746	211	18	syllable	syllable	NOUN
cana-1746	211	19	translation	translation	NOUN
cana-1746	211	20	table	table	NOUN
cana-1746	211	21	.	.	PUNCT
cana-1746	212	1	the	the	DET
cana-1746	212	2	best	good	ADJ
cana-1746	212	3	result	result	NOUN
cana-1746	212	4	is	be	AUX
cana-1746	212	5	determined	determine	VERB
cana-1746	212	6	by	by	ADP
cana-1746	212	7	using	use	VERB
cana-1746	212	8	syllable	syllable	NOUN
cana-1746	212	9	n	n	CCONJ
cana-1746	212	10	-	-	PUNCT
cana-1746	212	11	gram	gram	NOUN
cana-1746	212	12	.	.	PUNCT
cana-1746	213	1	in	in	ADP
cana-1746	213	2	the	the	DET
cana-1746	213	3	english	english	PROPN
cana-1746	213	4	to	to	ADP
cana-1746	213	5	thai	thai	PROPN
cana-1746	213	6	system	system	NOUN
cana-1746	213	7	,	,	PUNCT
cana-1746	213	8	a	a	DET
cana-1746	213	9	simple	simple	ADJ
cana-1746	213	10	syllabification	syllabification	NOUN
cana-1746	213	11	module	module	NOUN
cana-1746	213	12	of	of	ADP
cana-1746	213	13	english	english	ADJ
cana-1746	213	14	words	word	NOUN
cana-1746	213	15	is	be	AUX
cana-1746	213	16	created	create	VERB
cana-1746	213	17	using	use	VERB
cana-1746	213	18	the	the	DET
cana-1746	213	19	following	follow	VERB
cana-1746	213	20	rules	rule	NOUN
cana-1746	213	21	.	.	PUNCT
cana-1746	214	1	step	step	NOUN
cana-1746	214	2	1	1	NUM
cana-1746	214	3	:	:	PUNCT
cana-1746	214	4	marking	mark	VERB
cana-1746	214	5	all	all	DET
cana-1746	214	6	vowels	vowel	NOUN
cana-1746	214	7	“	"	PUNCT
cana-1746	214	8	a	a	DET
cana-1746	214	9	,	,	PUNCT
cana-1746	214	10	e	e	NOUN
cana-1746	214	11	,	,	PUNCT
cana-1746	214	12	i	i	PRON
cana-1746	214	13	,	,	PUNCT
cana-1746	214	14	o	o	NOUN
cana-1746	214	15	,	,	PUNCT
cana-1746	214	16	u	u	NOUN
cana-1746	214	17	”	"	PUNCT
cana-1746	214	18	,	,	PUNCT
cana-1746	214	19	e.g.	e.g.	ADV
cana-1746	214	20	m[a]n[i]kr[a][o	m[a]n[i]kr[a][o	PROPN
cana-1746	214	21	]	]	X
cana-1746	214	22	step	step	NOUN
cana-1746	214	23	2	2	NUM
cana-1746	214	24	:	:	PUNCT
cana-1746	214	25	using	use	VERB
cana-1746	214	26	some	some	DET
cana-1746	214	27	rules	rule	NOUN
cana-1746	214	28	,	,	PUNCT
cana-1746	214	29	merging	merge	VERB
cana-1746	214	30	consonantal	consonantal	ADJ
cana-1746	214	31	letters	letter	NOUN
cana-1746	214	32	surrounding	surround	VERB
cana-1746	214	33	each	each	DET
cana-1746	214	34	vowel	vowel	NOUN
cana-1746	214	35	to	to	PART
cana-1746	214	36	form	form	VERB
cana-1746	214	37	basic	basic	ADJ
cana-1746	214	38	syllables	syllable	NOUN
cana-1746	214	39	,	,	PUNCT
cana-1746	214	40	e.g.	e.g.	ADJ
cana-1746	214	41	ma|ni|k|ra|o	ma|ni|k|ra|o	NOUN
cana-1746	214	42	step	step	NOUN
cana-1746	214	43	3	3	NUM
cana-1746	214	44	:	:	PUNCT
cana-1746	214	45	post	post	ADJ
cana-1746	214	46	-	-	ADJ
cana-1746	214	47	processing	processing	NOUN
cana-1746	214	48	by	by	ADP
cana-1746	214	49	merging	merge	VERB
cana-1746	214	50	the	the	DET
cana-1746	214	51	syllable	syllable	NOUN
cana-1746	214	52	with	with	ADP
cana-1746	214	53	“	"	PUNCT
cana-1746	214	54	o	o	NOUN
cana-1746	214	55	”	"	PUNCT
cana-1746	214	56	vowel	vowel	NOUN
cana-1746	214	57	into	into	ADP
cana-1746	214	58	its	its	PRON
cana-1746	214	59	preceding	precede	VERB
cana-1746	214	60	syllable	syllable	NOUN
cana-1746	214	61	e.g.	e.g.	ADV
cana-1746	214	62	ma|ni|k|rao	ma|ni|k|rao	VERB
cana-1746	214	63	the	the	DET
cana-1746	214	64	basis	basis	NOUN
cana-1746	214	65	language	language	NOUN
cana-1746	214	66	transcriptions	transcription	NOUN
cana-1746	214	67	may	may	AUX
cana-1746	214	68	be	be	AUX
cana-1746	214	69	reasonably	reasonably	ADV
cana-1746	214	70	transcribed	transcribe	VERB
cana-1746	214	71	using	use	VERB
cana-1746	214	72	a	a	DET
cana-1746	214	73	statistical	statistical	ADJ
cana-1746	214	74	model	model	NOUN
cana-1746	214	75	based	base	VERB
cana-1746	214	76	on	on	ADP
cana-1746	214	77	monolingual	monolingual	ADJ
cana-1746	214	78	rebases	rebase	NOUN
cana-1746	214	79	and	and	CCONJ
cana-1746	214	80	appropriate	appropriate	ADJ
cana-1746	214	81	bilingual	bilingual	ADJ
cana-1746	214	82	rule	rule	NOUN
cana-1746	214	83	bases	basis	NOUN
cana-1746	214	84	by	by	ADP
cana-1746	214	85	manoj	manoj	PROPN
cana-1746	214	86	k.	k.	PROPN
cana-1746	214	87	chinnakotla	chinnakotla	PROPN
cana-1746	214	88	,	,	PUNCT
cana-1746	214	89	om	om	PROPN
cana-1746	214	90	p.	p.	NOUN
cana-1746	214	91	damani	damani	PROPN
cana-1746	214	92	,	,	PUNCT
cana-1746	214	93	and	and	CCONJ
cana-1746	214	94	avijit	avijit	ADJ
cana-1746	214	95	satoskar	satoskar	NOUN
cana-1746	214	96	(	(	PUNCT
cana-1746	214	97	2010	2010	NUM
cana-1746	214	98	)	)	PUNCT
cana-1746	214	99	.	.	PUNCT
cana-1746	215	1	the	the	DET
cana-1746	215	2	statistical	statistical	ADJ
cana-1746	215	3	technique	technique	NOUN
cana-1746	215	4	used	use	VERB
cana-1746	215	5	here	here	ADV
cana-1746	215	6	is	be	AUX
cana-1746	215	7	the	the	DET
cana-1746	215	8	character	character	NOUN
cana-1746	215	9	sequence	sequence	NOUN
cana-1746	215	10	modelling	modelling	NOUN
cana-1746	215	11	(	(	PUNCT
cana-1746	215	12	csm	csm	NOUN
cana-1746	215	13	)	)	PUNCT
cana-1746	215	14	which	which	PRON
cana-1746	215	15	goes	go	VERB
cana-1746	215	16	by	by	ADP
cana-1746	215	17	the	the	DET
cana-1746	215	18	names	name	NOUN
cana-1746	215	19	of	of	ADP
cana-1746	215	20	language	language	NOUN
cana-1746	215	21	modelling	modelling	NOUN
cana-1746	215	22	.	.	PUNCT
cana-1746	216	1	they	they	PRON
cana-1746	216	2	have	have	AUX
cana-1746	216	3	provided	provide	VERB
cana-1746	216	4	evidence	evidence	NOUN
cana-1746	216	5	that	that	SCONJ
cana-1746	216	6	the	the	DET
cana-1746	216	7	word	word	NOUN
cana-1746	216	8	origin	origin	NOUN
cana-1746	216	9	should	should	AUX
cana-1746	216	10	be	be	AUX
cana-1746	216	11	used	use	VERB
cana-1746	216	12	for	for	ADP
cana-1746	216	13	the	the	DET
cana-1746	216	14	transcription	transcription	NOUN
cana-1746	216	15	in	in	ADP
cana-1746	216	16	-	-	PUNCT
cana-1746	216	17	case	case	NOUN
cana-1746	216	18	the	the	DET
cana-1746	216	19	system	system	NOUN
cana-1746	216	20	performs	perform	VERB
cana-1746	216	21	better	well	ADJ
cana-1746	216	22	than	than	ADP
cana-1746	216	23	the	the	DET
cana-1746	216	24	statistically	statistically	ADJ
cana-1746	216	25	methods	method	NOUN
cana-1746	216	26	[	[	X
cana-1746	216	27	chinnakotla	chinnakotla	NOUN
cana-1746	216	28	2010	2010	NUM
cana-1746	216	29	]	]	PUNCT
cana-1746	216	30	.	.	PUNCT
cana-1746	217	1	knight	knight	PROPN
cana-1746	217	2	k	k	PROPN
cana-1746	217	3	and	and	CCONJ
cana-1746	217	4	graehl	graehl	PROPN
cana-1746	217	5	j	j	PROPN
cana-1746	217	6	(	(	PUNCT
cana-1746	217	7	1998	1998	NUM
cana-1746	217	8	)	)	PUNCT
cana-1746	217	9	modelled	model	VERB
cana-1746	217	10	japanese	japanese	PROPN
cana-1746	217	11	to	to	ADP
cana-1746	217	12	english	english	ADJ
cana-1746	217	13	transcription	transcription	NOUN
cana-1746	217	14	using	use	VERB
cana-1746	217	15	three	three	NUM
cana-1746	217	16	steps	step	NOUN
cana-1746	217	17	.	.	PUNCT
cana-1746	218	1	a	a	DET
cana-1746	218	2	basis	basis	NOUN
cana-1746	218	3	s	s	VERB
cana-1746	218	4	that	that	PRON
cana-1746	218	5	is	be	AUX
cana-1746	218	6	in	in	ADP
cana-1746	218	7	japanese	japanese	PROPN
cana-1746	218	8	was	be	AUX
cana-1746	218	9	translated	translate	VERB
cana-1746	218	10	into	into	ADP
cana-1746	218	11	it	it	PRON
cana-1746	218	12	phonetical	phonetical	ADJ
cana-1746	218	13	presentation	presentation	NOUN
cana-1746	218	14	in	in	ADP
cana-1746	218	15	japanese	japanese	PROPN
cana-1746	218	16	,	,	PUNCT
cana-1746	218	17	these	these	DET
cana-1746	218	18	phone	phone	NOUN
cana-1746	218	19	symbols	symbol	NOUN
cana-1746	218	20	were	be	AUX
cana-1746	218	21	then	then	ADV
cana-1746	218	22	translated	translate	VERB
cana-1746	218	23	into	into	ADP
cana-1746	218	24	the	the	DET
cana-1746	218	25	objective	objective	ADJ
cana-1746	218	26	english	english	ADJ
cana-1746	218	27	phone	phone	NOUN
cana-1746	218	28	symbols	symbol	NOUN
cana-1746	218	29	and	and	CCONJ
cana-1746	218	30	the	the	DET
cana-1746	218	31	objective	objective	ADJ
cana-1746	218	32	english	english	ADJ
cana-1746	218	33	phone	phone	NOUN
cana-1746	218	34	symbols	symbol	NOUN
cana-1746	218	35	were	be	AUX
cana-1746	218	36	further	far	ADV
cana-1746	218	37	transcribed	transcribe	VERB
cana-1746	218	38	to	to	ADP
cana-1746	218	39	a	a	DET
cana-1746	218	40	set	set	NOUN
cana-1746	218	41	of	of	ADP
cana-1746	218	42	graphemes	grapheme	NOUN
cana-1746	218	43	to	to	PART
cana-1746	218	44	get	get	VERB
cana-1746	218	45	the	the	DET
cana-1746	218	46	objective	objective	ADJ
cana-1746	218	47	english	english	PROPN
cana-1746	218	48	.	.	PUNCT
cana-1746	219	1	as	as	ADP
cana-1746	219	2	for	for	ADP
cana-1746	219	3	the	the	DET
cana-1746	219	4	authors	author	NOUN
cana-1746	219	5	,	,	PUNCT
cana-1746	219	6	they	they	PRON
cana-1746	219	7	made	make	VERB
cana-1746	219	8	use	use	NOUN
cana-1746	219	9	of	of	ADP
cana-1746	219	10	a	a	DET
cana-1746	219	11	sequence	sequence	NOUN
cana-1746	219	12	of	of	ADP
cana-1746	219	13	wfsts	wfst	NOUN
cana-1746	219	14	and	and	CCONJ
cana-1746	219	15	a	a	DET
cana-1746	219	16	wfsa	wfsa	NOUN
cana-1746	219	17	and	and	CCONJ
cana-1746	219	18	a	a	DET
cana-1746	219	19	wfsa	wfsa	NOUN
cana-1746	219	20	.	.	PUNCT
cana-1746	220	1	as	as	SCONJ
cana-1746	220	2	suggested	suggest	VERB
cana-1746	220	3	by	by	ADP
cana-1746	220	4	stalling	stall	VERB
cana-1746	220	5	’s	’s	ADV
cana-1746	220	6	,	,	PUNCT
cana-1746	220	7	a	a	DET
cana-1746	220	8	finite	finite	ADJ
cana-1746	220	9	state	state	NOUN
cana-1746	220	10	machine	machine	NOUN
cana-1746	220	11	(	(	PUNCT
cana-1746	220	12	fsm	fsm	PROPN
cana-1746	220	13	)	)	PUNCT
cana-1746	220	14	can	can	AUX
cana-1746	220	15	be	be	AUX
cana-1746	220	16	described	describe	VERB
cana-1746	220	17	as	as	ADP
cana-1746	220	18	a	a	DET
cana-1746	220	19	model	model	NOUN
cana-1746	220	20	of	of	ADP
cana-1746	220	21	behaviour	behaviour	NOUN
cana-1746	220	22	where	where	SCONJ
cana-1746	220	23	there	there	PRON
cana-1746	220	24	are	be	VERB
cana-1746	220	25	specific	specific	ADJ
cana-1746	220	26	states	state	NOUN
cana-1746	220	27	,	,	PUNCT
cana-1746	220	28	transitions	transition	NOUN
cana-1746	220	29	between	between	ADP
cana-1746	220	30	the	the	DET
cana-1746	220	31	states	state	NOUN
cana-1746	220	32	and	and	CCONJ
cana-1746	220	33	activities	activity	NOUN
cana-1746	220	34	that	that	PRON
cana-1746	220	35	are	be	AUX
cana-1746	220	36	done	do	VERB
cana-1746	220	37	in	in	ADP
cana-1746	220	38	order	order	NOUN
cana-1746	220	39	to	to	PART
cana-1746	220	40	make	make	VERB
cana-1746	220	41	a	a	DET
cana-1746	220	42	change	change	NOUN
cana-1746	220	43	between	between	ADP
cana-1746	220	44	the	the	DET
cana-1746	220	45	states	state	NOUN
cana-1746	220	46	.	.	PUNCT
cana-1746	221	1	a	a	DET
cana-1746	221	2	weighted	weight	VERB
cana-1746	221	3	finite	finite	ADJ
cana-1746	221	4	-	-	ADJ
cana-1746	221	5	state	state	NOUN
cana-1746	221	6	transducer	transducer	NOUN
cana-1746	221	7	is	be	AUX
cana-1746	221	8	a	a	DET
cana-1746	221	9	kind	kind	NOUN
cana-1746	221	10	of	of	ADP
cana-1746	221	11	fsm	fsm	PROPN
cana-1746	221	12	which	which	PRON
cana-1746	221	13	defines	define	VERB
cana-1746	221	14	three	three	NUM
cana-1746	221	15	parameters	parameter	NOUN
cana-1746	221	16	for	for	ADP
cana-1746	221	17	each	each	DET
cana-1746	221	18	transition	transition	NOUN
cana-1746	221	19	:	:	PUNCT
cana-1746	221	20	it	it	PRON
cana-1746	221	21	is	be	AUX
cana-1746	221	22	made	make	VERB
cana-1746	221	23	up	up	ADP
cana-1746	221	24	of	of	ADP
cana-1746	221	25	input	input	NOUN
cana-1746	221	26	,	,	PUNCT
cana-1746	221	27	output	output	NOUN
cana-1746	221	28	and	and	CCONJ
cana-1746	221	29	weight	weight	NOUN
cana-1746	221	30	.	.	PUNCT
cana-1746	222	1	a	a	DET
cana-1746	222	2	wfsa	wfsa	NOUN
cana-1746	222	3	has	have	VERB
cana-1746	222	4	only	only	ADV
cana-1746	222	5	one	one	NUM
cana-1746	222	6	input	input	NOUN
cana-1746	222	7	symbol	symbol	NOUN
cana-1746	222	8	and	and	CCONJ
cana-1746	222	9	different	different	ADJ
cana-1746	222	10	weights	weight	NOUN
cana-1746	222	11	of	of	ADP
cana-1746	222	12	transitions	transition	NOUN
cana-1746	222	13	between	between	ADP
cana-1746	222	14	two	two	NUM
cana-1746	222	15	states	state	NOUN
cana-1746	222	16	;	;	PUNCT
cana-1746	222	17	the	the	DET
cana-1746	222	18	model	model	NOUN
cana-1746	222	19	indicates	indicate	VERB
cana-1746	222	20	which	which	DET
cana-1746	222	21	output	output	NOUN
cana-1746	222	22	is	be	AUX
cana-1746	222	23	more	more	ADV
cana-1746	222	24	probable	probable	ADJ
cana-1746	222	25	than	than	ADP
cana-1746	222	26	the	the	DET
cana-1746	222	27	other	other	ADJ
cana-1746	222	28	.	.	PUNCT
cana-1746	223	1	wfsa	wfsa	NOUN
cana-1746	223	2	and	and	CCONJ
cana-1746	223	3	wfsts	wfst	NOUN
cana-1746	223	4	were	be	AUX
cana-1746	223	5	built	build	VERB
cana-1746	223	6	automatically	automatically	ADV
cana-1746	223	7	and	and	CCONJ
cana-1746	223	8	manually	manually	ADV
cana-1746	223	9	in	in	ADP
cana-1746	223	10	the	the	DET
cana-1746	223	11	training	training	NOUN
cana-1746	223	12	stage	stage	NOUN
cana-1746	223	13	,	,	PUNCT
cana-1746	223	14	and	and	CCONJ
cana-1746	223	15	then	then	ADV
cana-1746	223	16	transferred	transfer	VERB
cana-1746	223	17	as	as	ADP
cana-1746	223	18	a	a	DET
cana-1746	223	19	transcription	transcription	NOUN
cana-1746	223	20	model	model	NOUN
cana-1746	223	21	to	to	ADP
cana-1746	223	22	the	the	DET
cana-1746	223	23	transcription	transcription	NOUN
cana-1746	223	24	stage	stage	NOUN
cana-1746	223	25	.	.	PUNCT
cana-1746	224	1	with	with	ADP
cana-1746	224	2	this	this	DET
cana-1746	224	3	paradigm	paradigm	NOUN
cana-1746	224	4	,	,	PUNCT
cana-1746	224	5	a	a	DET
cana-1746	224	6	series	series	NOUN
cana-1746	224	7	of	of	ADP
cana-1746	224	8	japanese	japanese	ADJ
cana-1746	224	9	characters	character	NOUN
cana-1746	224	10	corresponds	correspond	VERB
cana-1746	224	11	to	to	ADP
cana-1746	224	12	a	a	DET
cana-1746	224	13	single	single	ADJ
cana-1746	224	14	english	english	ADJ
cana-1746	224	15	character	character	NOUN
cana-1746	224	16	.	.	PUNCT
cana-1746	225	1	as	as	ADP
cana-1746	225	2	a	a	DET
cana-1746	225	3	result	result	NOUN
cana-1746	225	4	,	,	PUNCT
cana-1746	225	5	it	it	PRON
cana-1746	225	6	was	be	AUX
cana-1746	225	7	inappropriate	inappropriate	ADJ
cana-1746	225	8	to	to	PART
cana-1746	225	9	do	do	VERB
cana-1746	225	10	back	back	ADV
cana-1746	225	11	transcribing	transcribe	VERB
cana-1746	225	12	[	[	PUNCT
cana-1746	225	13	knight	knight	NOUN
cana-1746	225	14	1998	1998	NUM
cana-1746	225	15	]	]	PUNCT
cana-1746	225	16	.	.	PUNCT
cana-1746	226	1	based	base	VERB
cana-1746	226	2	on	on	ADP
cana-1746	226	3	consonant	consonant	ADJ
cana-1746	226	4	boundaries	boundary	NOUN
cana-1746	226	5	,	,	PUNCT
cana-1746	226	6	a	a	DET
cana-1746	226	7	syllabification	syllabification	NOUN
cana-1746	226	8	stage	stage	NOUN
cana-1746	226	9	divides	divide	VERB
cana-1746	226	10	english	english	ADJ
cana-1746	226	11	words	word	NOUN
cana-1746	226	12	into	into	ADP
cana-1746	226	13	syllables	syllable	NOUN
cana-1746	226	14	.	.	PUNCT
cana-1746	227	1	the	the	DET
cana-1746	227	2	phonetic	phonetic	ADJ
cana-1746	227	3	representation	representation	NOUN
cana-1746	227	4	of	of	ADP
cana-1746	227	5	each	each	DET
cana-1746	227	6	sub	sub	NOUN
cana-1746	227	7	syllable	syllable	NOUN
cana-1746	227	8	is	be	AUX
cana-1746	227	9	converted	convert	VERB
cana-1746	227	10	to	to	ADP
cana-1746	227	11	hanyu	hanyu	PROPN
cana-1746	227	12	pinyin	pinyin	PROPN
cana-1746	227	13	,	,	PUNCT
cana-1746	227	14	the	the	DET
cana-1746	227	15	most	most	ADV
cana-1746	227	16	widely	widely	ADV
cana-1746	227	17	used	use	VERB
cana-1746	227	18	standard	standard	ADJ
cana-1746	227	19	mandarin	mandarin	NOUN
cana-1746	227	20	romanization	romanization	NOUN
cana-1746	227	21	method	method	NOUN
cana-1746	227	22	,	,	PUNCT
cana-1746	227	23	using	use	VERB
cana-1746	227	24	a	a	DET
cana-1746	227	25	fixed	fix	VERB
cana-1746	227	26	english	english	ADJ
cana-1746	227	27	phoneme	phoneme	NOUN
cana-1746	227	28	to	to	ADP
cana-1746	227	29	chinese	chinese	ADJ
cana-1746	227	30	mapping	mapping	NOUN
cana-1746	227	31	.	.	PUNCT
cana-1746	228	1	a	a	DET
cana-1746	228	2	predetermined	predetermine	VERB
cana-1746	228	3	set	set	NOUN
cana-1746	228	4	of	of	ADP
cana-1746	228	5	guidelines	guideline	NOUN
cana-1746	228	6	served	serve	VERB
cana-1746	228	7	as	as	ADP
cana-1746	228	8	the	the	DET
cana-1746	228	9	foundation	foundation	NOUN
cana-1746	228	10	for	for	ADP
cana-1746	228	11	the	the	DET
cana-1746	228	12	phoneme	phoneme	NOUN
cana-1746	228	13	-	-	PUNCT
cana-1746	228	14	to	to	ADP
cana-1746	228	15	-	-	PUNCT
cana-1746	228	16	grapheme	grapheme	NOUN
cana-1746	228	17	conversion	conversion	NOUN
cana-1746	229	1	[	[	X
cana-1746	229	2	wan	wan	NOUN
cana-1746	229	3	1998	1998	NUM
cana-1746	229	4	]	]	PUNCT
cana-1746	229	5	.	.	PUNCT
cana-1746	230	1	english	english	PROPN
cana-1746	230	2	-	-	PUNCT
cana-1746	230	3	to	to	ADP
cana-1746	230	4	-	-	PUNCT
cana-1746	230	5	korean	korean	ADJ
cana-1746	230	6	transcription	transcription	NOUN
cana-1746	230	7	was	be	AUX
cana-1746	230	8	modelled	model	VERB
cana-1746	230	9	by	by	ADP
cana-1746	230	10	lee	lee	PROPN
cana-1746	230	11	(	(	PUNCT
cana-1746	230	12	1999	1999	NUM
cana-1746	230	13	)	)	PUNCT
cana-1746	230	14	in	in	ADP
cana-1746	230	15	two	two	NUM
cana-1746	230	16	stages	stage	NOUN
cana-1746	230	17	.	.	PUNCT
cana-1746	231	1	based	base	VERB
cana-1746	231	2	on	on	ADP
cana-1746	231	3	the	the	DET
cana-1746	231	4	underlying	underlying	ADJ
cana-1746	231	5	channel	channel	NOUN
cana-1746	231	6	model	model	NOUN
cana-1746	231	7	,	,	PUNCT
cana-1746	231	8	an	an	DET
cana-1746	231	9	english	english	ADJ
cana-1746	231	10	grapheme	grapheme	NOUN
cana-1746	231	11	to	to	ADP
cana-1746	231	12	english	english	ADJ
cana-1746	231	13	phoneme	phoneme	NOUN
cana-1746	231	14	transition	transition	NOUN
cana-1746	231	15	is	be	AUX
cana-1746	231	16	modelled	model	VERB
cana-1746	231	17	.	.	PUNCT
cana-1746	232	1	the	the	DET
cana-1746	232	2	english	english	ADJ
cana-1746	232	3	-	-	PUNCT
cana-1746	232	4	tokorean	tokorean	PROPN
cana-1746	232	5	standard	standard	ADJ
cana-1746	232	6	conversion	conversion	NOUN
cana-1746	232	7	rules	rule	NOUN
cana-1746	232	8	are	be	AUX
cana-1746	232	9	then	then	ADV
cana-1746	232	10	applied	apply	VERB
cana-1746	232	11	to	to	PART
cana-1746	232	12	convert	convert	VERB
cana-1746	232	13	the	the	DET
cana-1746	232	14	english	english	ADJ
cana-1746	232	15	phonemes	phoneme	NOUN
cana-1746	232	16	into	into	ADP
cana-1746	232	17	korean	korean	ADJ
cana-1746	232	18	communications	communication	NOUN
cana-1746	232	19	on	on	ADP
cana-1746	232	20	applied	apply	VERB
cana-1746	232	21	nonlinear	nonlinear	ADJ
cana-1746	232	22	analysis	analysis	NOUN
cana-1746	232	23	issn	issn	NOUN
cana-1746	232	24	:	:	PUNCT
cana-1746	232	25	1074	1074	NUM
cana-1746	232	26	-	-	PUNCT
cana-1746	232	27	133x	133x	NUM
cana-1746	232	28	vol	vol	NOUN
cana-1746	232	29	32	32	NUM
cana-1746	232	30	no	no	NOUN
cana-1746	232	31	.	.	NOUN
cana-1746	232	32	2	2	NUM
cana-1746	232	33	(	(	PUNCT
cana-1746	232	34	2025	2025	NUM
cana-1746	232	35	)	)	PUNCT
cana-1746	232	36	346	346	NUM
cana-1746	232	37	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	232	38	graphemes	grapheme	VERB
cana-1746	232	39	.	.	PUNCT
cana-1746	233	1	the	the	DET
cana-1746	233	2	rewriting	rewrite	VERB
cana-1746	233	3	rules	rule	NOUN
cana-1746	233	4	are	be	AUX
cana-1746	233	5	context	context	NOUN
cana-1746	233	6	-	-	PUNCT
cana-1746	233	7	sensitive	sensitive	ADJ
cana-1746	233	8	and	and	CCONJ
cana-1746	233	9	take	take	VERB
cana-1746	233	10	the	the	DET
cana-1746	233	11	form	form	NOUN
cana-1746	233	12	of	of	ADP
cana-1746	233	13	"	"	PUNCT
cana-1746	233	14	papxpb	papxpb	NOUN
cana-1746	233	15	→y	→y	PROPN
cana-1746	233	16	,	,	PUNCT
cana-1746	233	17	"	"	PUNCT
cana-1746	233	18	which	which	PRON
cana-1746	233	19	means	mean	VERB
cana-1746	233	20	that	that	SCONJ
cana-1746	233	21	in	in	ADP
cana-1746	233	22	the	the	DET
cana-1746	233	23	context	context	NOUN
cana-1746	233	24	of	of	ADP
cana-1746	233	25	pa	pa	PROPN
cana-1746	233	26	and	and	CCONJ
cana-1746	233	27	pb	pb	ADP
cana-1746	233	28	,	,	PUNCT
cana-1746	233	29	where	where	SCONJ
cana-1746	233	30	px	px	PROPN
cana-1746	233	31	,	,	PUNCT
cana-1746	233	32	pa	pa	PROPN
cana-1746	233	33	,	,	PUNCT
cana-1746	233	34	and	and	CCONJ
cana-1746	233	35	pb	pb	PART
cana-1746	233	36	represent	represent	VERB
cana-1746	233	37	english	english	ADJ
cana-1746	233	38	phonemes	phoneme	NOUN
cana-1746	233	39	,	,	PUNCT
cana-1746	233	40	the	the	DET
cana-1746	233	41	korean	korean	ADJ
cana-1746	233	42	grapheme	grapheme	NOUN
cana-1746	233	43	y	y	NOUN
cana-1746	233	44	is	be	AUX
cana-1746	233	45	substituted	substitute	VERB
cana-1746	233	46	for	for	ADP
cana-1746	233	47	the	the	DET
cana-1746	233	48	english	english	ADJ
cana-1746	233	49	phoneme	phoneme	NOUN
cana-1746	233	50	px	px	PROPN
cana-1746	233	51	.	.	PROPN
cana-1746	233	52	for	for	ADP
cana-1746	233	53	example	example	NOUN
cana-1746	233	54	,	,	PUNCT
cana-1746	233	55	"	"	PUNCT
cana-1746	234	1	pa	pa	PROPN
cana-1746	234	2	=	=	PUNCT
cana-1746	234	3	*	*	PROPN
cana-1746	234	4	,	,	PUNCT
cana-1746	234	5	px	px	PROPN
cana-1746	234	6	=	=	SYM
cana-1746	234	7	/sh/	/sh/	PROPN
cana-1746	234	8	,	,	PUNCT
cana-1746	234	9	pb	pb	ADP
cana-1746	234	10	=	=	PUNCT
cana-1746	234	11	end	end	NOUN
cana-1746	234	12	→	→	NOUN
cana-1746	234	13	'	'	PUNCT
cana-1746	234	14	si	si	X
cana-1746	234	15	"	"	PUNCT
cana-1746	234	16	indicates	indicate	VERB
cana-1746	234	17	"	"	PUNCT
cana-1746	234	18	the	the	DET
cana-1746	234	19	english	english	ADJ
cana-1746	234	20	phoneme	phoneme	NOUN
cana-1746	234	21	/sh/	/sh/	PROPN
cana-1746	234	22	is	be	AUX
cana-1746	234	23	rewritten	rewrite	VERB
cana-1746	234	24	into	into	ADP
cana-1746	234	25	the	the	DET
cana-1746	234	26	korean	korean	ADJ
cana-1746	234	27	grapheme	grapheme	NOUN
cana-1746	234	28	'	'	PUNCT
cana-1746	234	29	si	si	NOUN
cana-1746	234	30	'	'	PUNCT
cana-1746	234	31	if	if	SCONJ
cana-1746	234	32	it	it	PRON
cana-1746	234	33	occurs	occur	VERB
cana-1746	234	34	at	at	ADP
cana-1746	234	35	the	the	DET
cana-1746	234	36	end	end	NOUN
cana-1746	234	37	of	of	ADP
cana-1746	234	38	the	the	DET
cana-1746	234	39	word	word	NOUN
cana-1746	234	40	after	after	ADP
cana-1746	234	41	any	any	DET
cana-1746	234	42	phoneme	phoneme	NOUN
cana-1746	234	43	(	(	PUNCT
cana-1746	234	44	*	*	NOUN
cana-1746	234	45	)	)	PUNCT
cana-1746	234	46	"	"	PUNCT
cana-1746	234	47	.	.	PUNCT
cana-1746	235	1	error	error	NOUN
cana-1746	235	2	propagation	propagation	NOUN
cana-1746	235	3	is	be	AUX
cana-1746	235	4	a	a	DET
cana-1746	235	5	problem	problem	NOUN
cana-1746	235	6	with	with	ADP
cana-1746	235	7	this	this	DET
cana-1746	235	8	strategy	strategy	NOUN
cana-1746	236	1	[	[	X
cana-1746	236	2	lee	lee	PROPN
cana-1746	236	3	1999	1999	NUM
cana-1746	236	4	]	]	PUNCT
cana-1746	236	5	.	.	PUNCT
cana-1746	237	1	a	a	DET
cana-1746	237	2	technique	technique	NOUN
cana-1746	237	3	for	for	ADP
cana-1746	237	4	back	back	ADV
cana-1746	237	5	-	-	PUNCT
cana-1746	237	6	transliterating	transliterate	VERB
cana-1746	237	7	korean	korean	ADJ
cana-1746	237	8	non	non	ADJ
cana-1746	237	9	-	-	ADJ
cana-1746	237	10	dictionary	dictionary	ADJ
cana-1746	237	11	sentences	sentence	NOUN
cana-1746	237	12	into	into	ADP
cana-1746	237	13	english	english	PROPN
cana-1746	237	14	was	be	AUX
cana-1746	237	15	described	describe	VERB
cana-1746	237	16	by	by	ADP
cana-1746	237	17	jeong	jeong	PROPN
cana-1746	237	18	(	(	PUNCT
cana-1746	237	19	1999	1999	NUM
cana-1746	237	20	)	)	PUNCT
cana-1746	237	21	.	.	PUNCT
cana-1746	238	1	their	their	PRON
cana-1746	238	2	research	research	NOUN
cana-1746	238	3	was	be	AUX
cana-1746	238	4	split	split	VERB
cana-1746	238	5	into	into	ADP
cana-1746	238	6	two	two	NUM
cana-1746	238	7	primary	primary	ADJ
cana-1746	238	8	sections	section	NOUN
cana-1746	238	9	:	:	PUNCT
cana-1746	238	10	back	back	NOUN
cana-1746	238	11	-	-	PUNCT
cana-1746	238	12	transliteration	transliteration	NOUN
cana-1746	238	13	to	to	ADP
cana-1746	238	14	english	english	ADJ
cana-1746	238	15	and	and	CCONJ
cana-1746	238	16	foreign	foreign	ADJ
cana-1746	238	17	word	word	NOUN
cana-1746	238	18	recognition	recognition	NOUN
cana-1746	238	19	from	from	ADP
cana-1746	238	20	korean	korean	ADJ
cana-1746	238	21	literature	literature	PROPN
cana-1746	238	22	.	.	PUNCT
cana-1746	239	1	using	use	VERB
cana-1746	239	2	statistics	statistic	NOUN
cana-1746	239	3	on	on	ADP
cana-1746	239	4	the	the	DET
cana-1746	239	5	phonetic	phonetic	ADJ
cana-1746	239	6	discrepancies	discrepancy	NOUN
cana-1746	239	7	between	between	ADP
cana-1746	239	8	transliterated	transliterated	ADJ
cana-1746	239	9	and	and	CCONJ
cana-1746	239	10	korean	korean	ADJ
cana-1746	239	11	words	word	NOUN
cana-1746	239	12	,	,	PUNCT
cana-1746	239	13	the	the	DET
cana-1746	239	14	initial	initial	ADJ
cana-1746	239	15	phase	phase	NOUN
cana-1746	239	16	was	be	AUX
cana-1746	239	17	extracting	extract	VERB
cana-1746	239	18	non	non	ADJ
cana-1746	239	19	-	-	ADJ
cana-1746	239	20	korean	korean	ADJ
cana-1746	239	21	terms	term	NOUN
cana-1746	239	22	.	.	PUNCT
cana-1746	240	1	using	use	VERB
cana-1746	240	2	a	a	DET
cana-1746	240	3	hidden	hide	VERB
cana-1746	240	4	markov	markov	NOUN
cana-1746	240	5	model	model	NOUN
cana-1746	240	6	(	(	PUNCT
cana-1746	240	7	hmm	hmm	INTJ
cana-1746	240	8	)	)	PUNCT
cana-1746	240	9	implemented	implement	VERB
cana-1746	240	10	as	as	ADP
cana-1746	240	11	a	a	DET
cana-1746	240	12	feed	feed	NOUN
cana-1746	240	13	-	-	PUNCT
cana-1746	240	14	forward	forward	NOUN
cana-1746	240	15	network	network	NOUN
cana-1746	240	16	with	with	ADP
cana-1746	240	17	error	error	NOUN
cana-1746	240	18	-	-	PUNCT
cana-1746	240	19	propagation	propagation	NOUN
cana-1746	240	20	,	,	PUNCT
cana-1746	240	21	backtransliteration	backtransliteration	NOUN
cana-1746	240	22	candidates	candidate	NOUN
cana-1746	240	23	were	be	AUX
cana-1746	240	24	created	create	VERB
cana-1746	240	25	in	in	ADP
cana-1746	240	26	the	the	DET
cana-1746	240	27	second	second	ADJ
cana-1746	240	28	step	step	NOUN
cana-1746	241	1	[	[	X
cana-1746	241	2	jeong	jeong	PROPN
cana-1746	241	3	1999	1999	NUM
cana-1746	241	4	]	]	PUNCT
cana-1746	241	5	.	.	PUNCT
cana-1746	242	1	oh	oh	INTJ
cana-1746	242	2	,	,	PUNCT
cana-1746	242	3	and	and	CCONJ
cana-1746	242	4	choi	choi	NOUN
cana-1746	242	5	(	(	PUNCT
cana-1746	242	6	2002	2002	NUM
cana-1746	242	7	)	)	PUNCT
cana-1746	242	8	used	use	VERB
cana-1746	242	9	contextual	contextual	ADJ
cana-1746	242	10	criteria	criterion	NOUN
cana-1746	242	11	and	and	CCONJ
cana-1746	242	12	pronunciation	pronunciation	NOUN
cana-1746	242	13	to	to	PART
cana-1746	242	14	study	study	VERB
cana-1746	242	15	transcription	transcription	NOUN
cana-1746	242	16	from	from	ADP
cana-1746	242	17	english	english	PROPN
cana-1746	242	18	to	to	ADP
cana-1746	242	19	korean	korean	PROPN
cana-1746	242	20	.	.	PUNCT
cana-1746	243	1	during	during	ADP
cana-1746	243	2	the	the	DET
cana-1746	243	3	training	training	NOUN
cana-1746	243	4	phase	phase	NOUN
cana-1746	243	5	,	,	PUNCT
cana-1746	243	6	phonemes	phoneme	NOUN
cana-1746	243	7	and	and	CCONJ
cana-1746	243	8	english	english	ADJ
cana-1746	243	9	pronunciation	pronunciation	NOUN
cana-1746	243	10	units	unit	NOUN
cana-1746	243	11	from	from	ADP
cana-1746	243	12	a	a	DET
cana-1746	243	13	pronunciation	pronunciation	NOUN
cana-1746	243	14	lexicon	lexicon	NOUN
cana-1746	243	15	were	be	AUX
cana-1746	243	16	matched	match	VERB
cana-1746	243	17	to	to	PART
cana-1746	243	18	determine	determine	VERB
cana-1746	243	19	the	the	DET
cana-1746	243	20	likelihood	likelihood	NOUN
cana-1746	243	21	of	of	ADP
cana-1746	243	22	a	a	DET
cana-1746	243	23	correlation	correlation	NOUN
cana-1746	243	24	between	between	ADP
cana-1746	243	25	the	the	DET
cana-1746	243	26	two	two	NUM
cana-1746	243	27	.	.	PUNCT
cana-1746	244	1	a	a	DET
cana-1746	244	2	korean	korean	ADJ
cana-1746	244	3	word	word	NOUN
cana-1746	244	4	was	be	AUX
cana-1746	244	5	produced	produce	VERB
cana-1746	244	6	based	base	VERB
cana-1746	244	7	on	on	ADP
cana-1746	244	8	how	how	SCONJ
cana-1746	244	9	the	the	DET
cana-1746	244	10	english	english	ADJ
cana-1746	244	11	word	word	NOUN
cana-1746	244	12	was	be	AUX
cana-1746	244	13	pronounced	pronounce	VERB
cana-1746	244	14	.	.	PUNCT
cana-1746	245	1	greek	greek	ADJ
cana-1746	245	2	-	-	PUNCT
cana-1746	245	3	inspired	inspire	VERB
cana-1746	245	4	terms	term	NOUN
cana-1746	245	5	in	in	ADP
cana-1746	245	6	english	english	PROPN
cana-1746	245	7	were	be	AUX
cana-1746	245	8	divided	divide	VERB
cana-1746	245	9	using	use	VERB
cana-1746	245	10	word	word	NOUN
cana-1746	245	11	construction	construction	NOUN
cana-1746	245	12	information	information	NOUN
cana-1746	245	13	,	,	PUNCT
cana-1746	245	14	such	such	ADJ
cana-1746	245	15	as	as	ADP
cana-1746	245	16	prefixes	prefix	NOUN
cana-1746	245	17	and	and	CCONJ
cana-1746	245	18	postfixes	postfix	NOUN
cana-1746	246	1	[	[	X
cana-1746	246	2	oh	oh	INTJ
cana-1746	246	3	2002	2002	NUM
cana-1746	246	4	]	]	PUNCT
cana-1746	246	5	.	.	PUNCT
cana-1746	247	1	lin	lin	PROPN
cana-1746	247	2	and	and	CCONJ
cana-1746	247	3	chen	chen	PROPN
cana-1746	247	4	(	(	PUNCT
cana-1746	247	5	2002	2002	NUM
cana-1746	247	6	)	)	PUNCT
cana-1746	247	7	presented	present	VERB
cana-1746	247	8	a	a	DET
cana-1746	247	9	method	method	NOUN
cana-1746	247	10	of	of	ADP
cana-1746	247	11	back	back	NOUN
cana-1746	247	12	-	-	PUNCT
cana-1746	247	13	transliteration	transliteration	NOUN
cana-1746	247	14	for	for	ADP
cana-1746	247	15	english	english	PROPN
cana-1746	247	16	to	to	ADP
cana-1746	247	17	chinese	chinese	PROPN
cana-1746	247	18	.	.	PUNCT
cana-1746	248	1	they	they	PRON
cana-1746	248	2	modified	modify	VERB
cana-1746	248	3	the	the	DET
cana-1746	248	4	widrow	widrow	NOUN
cana-1746	248	5	-	-	PUNCT
cana-1746	248	6	hoff	hoff	NOUN
cana-1746	248	7	learning	learn	VERB
cana-1746	248	8	algorithm	algorithm	NOUN
cana-1746	248	9	to	to	PART
cana-1746	248	10	automatically	automatically	ADV
cana-1746	248	11	capture	capture	VERB
cana-1746	248	12	the	the	DET
cana-1746	248	13	phonetic	phonetic	ADJ
cana-1746	248	14	similarities	similarity	NOUN
cana-1746	248	15	from	from	ADP
cana-1746	248	16	a	a	DET
cana-1746	248	17	bilingual	bilingual	ADJ
cana-1746	248	18	transcription	transcription	NOUN
cana-1746	248	19	corpus	corpus	NOUN
cana-1746	248	20	.	.	PUNCT
cana-1746	249	1	their	their	PRON
cana-1746	249	2	automatic	automatic	ADJ
cana-1746	249	3	method	method	NOUN
cana-1746	249	4	of	of	ADP
cana-1746	249	5	extracting	extract	VERB
cana-1746	249	6	the	the	DET
cana-1746	249	7	phonetic	phonetic	ADJ
cana-1746	249	8	similarities	similarity	NOUN
cana-1746	249	9	outperforms	outperform	NOUN
cana-1746	249	10	predefined	predefine	VERB
cana-1746	249	11	phonetic	phonetic	ADJ
cana-1746	249	12	similarities	similarity	NOUN
cana-1746	249	13	modelled	model	VERB
cana-1746	249	14	as	as	ADP
cana-1746	249	15	fixed	fix	VERB
cana-1746	249	16	transformation	transformation	NOUN
cana-1746	249	17	rules	rule	NOUN
cana-1746	249	18	.	.	PUNCT
cana-1746	250	1	in	in	ADP
cana-1746	250	2	their	their	PRON
cana-1746	250	3	approach	approach	NOUN
cana-1746	250	4	they	they	PRON
cana-1746	250	5	used	use	VERB
cana-1746	250	6	a	a	DET
cana-1746	250	7	pronunciation	pronunciation	NOUN
cana-1746	250	8	dictionary	dictionary	NOUN
cana-1746	250	9	to	to	PART
cana-1746	250	10	transform	transform	VERB
cana-1746	250	11	both	both	PRON
cana-1746	250	12	english	english	ADJ
cana-1746	250	13	and	and	CCONJ
cana-1746	250	14	chinese	chinese	ADJ
cana-1746	250	15	names	name	NOUN
cana-1746	250	16	to	to	ADP
cana-1746	250	17	their	their	PRON
cana-1746	250	18	ipa	ipa	PROPN
cana-1746	250	19	representation	representation	NOUN
cana-1746	250	20	,	,	PUNCT
cana-1746	250	21	and	and	CCONJ
cana-1746	250	22	then	then	ADV
cana-1746	250	23	applied	apply	VERB
cana-1746	250	24	a	a	DET
cana-1746	250	25	similar	similar	ADJ
cana-1746	250	26	measure	measure	NOUN
cana-1746	250	27	on	on	ADP
cana-1746	250	28	the	the	DET
cana-1746	250	29	phoneme	phoneme	NOUN
cana-1746	251	1	[	[	X
cana-1746	251	2	lin	lin	PROPN
cana-1746	251	3	2002	2002	NUM
cana-1746	251	4	]	]	PUNCT
cana-1746	251	5	.	.	PUNCT
cana-1746	252	1	to	to	PART
cana-1746	252	2	facilitate	facilitate	VERB
cana-1746	252	3	cross	cross	ADJ
cana-1746	252	4	-	-	ADJ
cana-1746	252	5	lingual	lingual	ADJ
cana-1746	252	6	voice	voice	NOUN
cana-1746	252	7	and	and	CCONJ
cana-1746	252	8	text	text	NOUN
cana-1746	252	9	processing	processing	NOUN
cana-1746	252	10	applications	application	NOUN
cana-1746	252	11	,	,	PUNCT
cana-1746	252	12	paola	paola	PROPN
cana-1746	252	13	virga	virga	NOUN
cana-1746	252	14	and	and	CCONJ
cana-1746	252	15	sanjeev	sanjeev	PROPN
cana-1746	252	16	khudanpur	khudanpur	PROPN
cana-1746	252	17	(	(	PUNCT
cana-1746	252	18	2003	2003	NUM
cana-1746	252	19	)	)	PUNCT
cana-1746	252	20	tackled	tackle	VERB
cana-1746	252	21	the	the	DET
cana-1746	252	22	issue	issue	NOUN
cana-1746	252	23	of	of	ADP
cana-1746	252	24	transliterating	transliterate	VERB
cana-1746	252	25	english	english	ADJ
cana-1746	252	26	names	name	NOUN
cana-1746	252	27	using	use	VERB
cana-1746	252	28	chinese	chinese	ADJ
cana-1746	252	29	spelling	spelling	NOUN
cana-1746	252	30	.	.	PUNCT
cana-1746	253	1	they	they	PRON
cana-1746	253	2	gave	give	VERB
cana-1746	253	3	an	an	DET
cana-1746	253	4	example	example	NOUN
cana-1746	253	5	of	of	ADP
cana-1746	253	6	how	how	SCONJ
cana-1746	253	7	to	to	PART
cana-1746	253	8	"	"	PUNCT
cana-1746	253	9	translate	translate	VERB
cana-1746	253	10	"	"	PUNCT
cana-1746	253	11	an	an	DET
cana-1746	253	12	english	english	ADJ
cana-1746	253	13	name	name	NOUN
cana-1746	253	14	's	's	PART
cana-1746	253	15	phonemic	phonemic	ADJ
cana-1746	253	16	representation	representation	NOUN
cana-1746	253	17	using	use	VERB
cana-1746	253	18	statistical	statistical	ADJ
cana-1746	253	19	machine	machine	NOUN
cana-1746	253	20	translation	translation	NOUN
cana-1746	253	21	approaches	approach	NOUN
cana-1746	253	22	.	.	PUNCT
cana-1746	254	1	the	the	DET
cana-1746	254	2	sequence	sequence	NOUN
cana-1746	254	3	of	of	ADP
cana-1746	254	4	initials	initial	NOUN
cana-1746	254	5	and	and	CCONJ
cana-1746	254	6	finals	final	NOUN
cana-1746	254	7	,	,	PUNCT
cana-1746	254	8	which	which	PRON
cana-1746	254	9	are	be	AUX
cana-1746	254	10	frequently	frequently	ADV
cana-1746	254	11	utilized	utilize	VERB
cana-1746	254	12	sub	sub	ADJ
cana-1746	254	13	-	-	ADJ
cana-1746	254	14	word	word	ADJ
cana-1746	254	15	units	unit	NOUN
cana-1746	254	16	of	of	ADP
cana-1746	254	17	pronunciation	pronunciation	NOUN
cana-1746	254	18	for	for	ADP
cana-1746	254	19	chinese	chinese	PROPN
cana-1746	254	20	,	,	PUNCT
cana-1746	254	21	was	be	AUX
cana-1746	254	22	combined	combine	VERB
cana-1746	254	23	with	with	ADP
cana-1746	254	24	an	an	DET
cana-1746	254	25	artificial	artificial	ADJ
cana-1746	254	26	text	text	NOUN
cana-1746	254	27	-	-	PUNCT
cana-1746	254	28	to	to	ADP
cana-1746	254	29	-	-	PUNCT
cana-1746	254	30	speech	speech	NOUN
cana-1746	254	31	technology	technology	NOUN
cana-1746	254	32	to	to	PART
cana-1746	254	33	achieve	achieve	VERB
cana-1746	254	34	this	this	PRON
cana-1746	254	35	.	.	PUNCT
cana-1746	255	1	subsequently	subsequently	ADV
cana-1746	255	2	,	,	PUNCT
cana-1746	255	3	an	an	DET
cana-1746	255	4	additional	additional	ADJ
cana-1746	255	5	statistical	statistical	ADJ
cana-1746	255	6	translation	translation	NOUN
cana-1746	255	7	model	model	NOUN
cana-1746	255	8	is	be	AUX
cana-1746	255	9	employed	employ	VERB
cana-1746	255	10	to	to	PART
cana-1746	255	11	convert	convert	VERB
cana-1746	255	12	the	the	DET
cana-1746	255	13	starting	starting	NOUN
cana-1746	255	14	and	and	CCONJ
cana-1746	255	15	ending	end	VERB
cana-1746	255	16	sequence	sequence	NOUN
cana-1746	255	17	into	into	ADP
cana-1746	255	18	chinese	chinese	ADJ
cana-1746	255	19	characters	character	NOUN
cana-1746	255	20	.	.	PUNCT
cana-1746	256	1	the	the	DET
cana-1746	256	2	transcription	transcription	NOUN
cana-1746	256	3	process	process	NOUN
cana-1746	256	4	is	be	AUX
cana-1746	256	5	carried	carry	VERB
cana-1746	256	6	out	out	ADP
cana-1746	256	7	in	in	ADP
cana-1746	256	8	several	several	ADJ
cana-1746	256	9	steps	step	NOUN
cana-1746	256	10	step	step	NOUN
cana-1746	256	11	1	1	NUM
cana-1746	256	12	:	:	PUNCT
cana-1746	256	13	the	the	DET
cana-1746	256	14	festival	festival	NOUN
cana-1746	256	15	speech	speech	NOUN
cana-1746	256	16	synthesis	synthesis	NOUN
cana-1746	256	17	system	system	NOUN
cana-1746	256	18	is	be	AUX
cana-1746	256	19	used	use	VERB
cana-1746	256	20	to	to	PART
cana-1746	256	21	convert	convert	VERB
cana-1746	256	22	an	an	DET
cana-1746	256	23	english	english	ADJ
cana-1746	256	24	name	name	NOUN
cana-1746	256	25	into	into	ADP
cana-1746	256	26	a	a	DET
cana-1746	256	27	phonemic	phonemic	ADJ
cana-1746	256	28	representation	representation	NOUN
cana-1746	256	29	.	.	PUNCT
cana-1746	257	1	step	step	NOUN
cana-1746	257	2	2	2	NUM
cana-1746	257	3	:	:	PUNCT
cana-1746	257	4	conversion	conversion	NOUN
cana-1746	257	5	of	of	ADP
cana-1746	257	6	the	the	DET
cana-1746	257	7	phoneme	phoneme	NOUN
cana-1746	257	8	sequence	sequence	NOUN
cana-1746	257	9	in	in	ADP
cana-1746	257	10	english	english	PROPN
cana-1746	257	11	into	into	ADP
cana-1746	257	12	a	a	DET
cana-1746	257	13	generalized	generalized	ADJ
cana-1746	257	14	initials	initial	NOUN
cana-1746	257	15	and	and	CCONJ
cana-1746	257	16	finals	final	NOUN
cana-1746	257	17	(	(	PUNCT
cana-1746	257	18	gif	gif	NOUN
cana-1746	257	19	)	)	PUNCT
cana-1746	257	20	sequence	sequence	NOUN
cana-1746	257	21	.	.	PUNCT
cana-1746	258	1	step	step	NOUN
cana-1746	258	2	3	3	NUM
cana-1746	258	3	:	:	PUNCT
cana-1746	258	4	conversion	conversion	NOUN
cana-1746	258	5	of	of	ADP
cana-1746	258	6	the	the	DET
cana-1746	258	7	gif	gif	NOUN
cana-1746	258	8	sequence	sequence	NOUN
cana-1746	258	9	to	to	ADP
cana-1746	258	10	a	a	DET
cana-1746	258	11	toneless	toneless	ADJ
cana-1746	258	12	series	series	NOUN
cana-1746	258	13	of	of	ADP
cana-1746	258	14	pin	pin	PROPN
cana-1746	258	15	-	-	PUNCT
cana-1746	258	16	yin	yin	NOUN
cana-1746	258	17	symbols	symbol	NOUN
cana-1746	258	18	.	.	PUNCT
cana-1746	259	1	step	step	VERB
cana-1746	259	2	4	4	NUM
cana-1746	259	3	:	:	PUNCT
cana-1746	259	4	the	the	DET
cana-1746	259	5	pin	pin	PROPN
cana-1746	259	6	-	-	PUNCT
cana-1746	259	7	yin	yin	NOUN
cana-1746	259	8	sequence	sequence	NOUN
cana-1746	259	9	is	be	AUX
cana-1746	259	10	converted	convert	VERB
cana-1746	259	11	into	into	ADP
cana-1746	259	12	a	a	DET
cana-1746	259	13	character	character	NOUN
cana-1746	259	14	sequence	sequence	NOUN
cana-1746	259	15	.	.	PUNCT
cana-1746	260	1	communications	communication	NOUN
cana-1746	260	2	on	on	ADP
cana-1746	260	3	applied	apply	VERB
cana-1746	260	4	nonlinear	nonlinear	ADJ
cana-1746	260	5	analysis	analysis	NOUN
cana-1746	260	6	issn	issn	NOUN
cana-1746	260	7	:	:	PUNCT
cana-1746	260	8	1074	1074	NUM
cana-1746	260	9	-	-	PUNCT
cana-1746	260	10	133x	133x	NUM
cana-1746	260	11	vol	vol	NOUN
cana-1746	260	12	32	32	NUM
cana-1746	260	13	no	no	NOUN
cana-1746	260	14	.	.	NOUN
cana-1746	260	15	2	2	NUM
cana-1746	260	16	(	(	PUNCT
cana-1746	260	17	2025	2025	NUM
cana-1746	260	18	)	)	PUNCT
cana-1746	261	1	347	347	NUM
cana-1746	261	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	261	3	the	the	DET
cana-1746	261	4	first	first	ADJ
cana-1746	261	5	two	two	NUM
cana-1746	261	6	and	and	CCONJ
cana-1746	261	7	the	the	DET
cana-1746	261	8	third	third	ADJ
cana-1746	261	9	are	be	AUX
cana-1746	261	10	deterministic	deterministic	ADJ
cana-1746	261	11	transformations	transformation	NOUN
cana-1746	261	12	,	,	PUNCT
cana-1746	261	13	and	and	CCONJ
cana-1746	261	14	the	the	DET
cana-1746	261	15	second	second	ADJ
cana-1746	261	16	and	and	CCONJ
cana-1746	261	17	the	the	DET
cana-1746	261	18	fourth	fourth	ADJ
cana-1746	261	19	are	be	AUX
cana-1746	261	20	achieved	achieve	VERB
cana-1746	261	21	by	by	ADP
cana-1746	261	22	means	mean	NOUN
cana-1746	261	23	of	of	ADP
cana-1746	261	24	statistical	statistical	ADJ
cana-1746	261	25	techniques	technique	NOUN
cana-1746	261	26	.	.	PUNCT
cana-1746	262	1	statistical	statistical	ADJ
cana-1746	262	2	machine	machine	NOUN
cana-1746	262	3	translation	translation	NOUN
cana-1746	262	4	is	be	AUX
cana-1746	262	5	performed	perform	VERB
cana-1746	262	6	using	use	VERB
cana-1746	262	7	the	the	DET
cana-1746	262	8	ibm	ibm	PROPN
cana-1746	262	9	basis	basis	NOUN
cana-1746	262	10	channel	channel	NOUN
cana-1746	262	11	model	model	NOUN
cana-1746	262	12	[	[	X
cana-1746	262	13	virga	virga	NOUN
cana-1746	262	14	2003	2003	NUM
cana-1746	262	15	]	]	PUNCT
cana-1746	262	16	.	.	PUNCT
cana-1746	263	1	using	use	VERB
cana-1746	263	2	a	a	DET
cana-1746	263	3	direct	direct	ADJ
cana-1746	263	4	model	model	NOUN
cana-1746	263	5	as	as	SCONJ
cana-1746	263	6	opposed	oppose	VERB
cana-1746	263	7	to	to	ADP
cana-1746	263	8	the	the	DET
cana-1746	263	9	basic	basic	ADJ
cana-1746	263	10	channel	channel	NOUN
cana-1746	263	11	model	model	NOUN
cana-1746	263	12	,	,	PUNCT
cana-1746	263	13	gao	gao	PROPN
cana-1746	263	14	(	(	PUNCT
cana-1746	263	15	2004	2004	NUM
cana-1746	263	16	)	)	PUNCT
cana-1746	263	17	examined	examine	VERB
cana-1746	263	18	english	english	ADJ
cana-1746	263	19	-	-	PUNCT
cana-1746	263	20	tochinese	tochinese	NOUN
cana-1746	263	21	transcription	transcription	NOUN
cana-1746	263	22	in	in	ADP
cana-1746	263	23	a	a	DET
cana-1746	263	24	framework	framework	NOUN
cana-1746	263	25	.	.	PUNCT
cana-1746	264	1	using	use	VERB
cana-1746	264	2	a	a	DET
cana-1746	264	3	direct	direct	ADJ
cana-1746	264	4	model	model	NOUN
cana-1746	264	5	as	as	SCONJ
cana-1746	264	6	opposed	oppose	VERB
cana-1746	264	7	to	to	ADP
cana-1746	264	8	the	the	DET
cana-1746	264	9	basic	basic	ADJ
cana-1746	264	10	channel	channel	NOUN
cana-1746	264	11	model	model	NOUN
cana-1746	264	12	,	,	PUNCT
cana-1746	264	13	gao	gao	PROPN
cana-1746	264	14	(	(	PUNCT
cana-1746	264	15	2004	2004	NUM
cana-1746	264	16	)	)	PUNCT
cana-1746	264	17	examined	examine	VERB
cana-1746	264	18	english	english	PROPN
cana-1746	264	19	-	-	PUNCT
cana-1746	264	20	to	to	ADP
cana-1746	264	21	-	-	PUNCT
cana-1746	264	22	chinese	chinese	ADJ
cana-1746	264	23	transcription	transcription	NOUN
cana-1746	264	24	in	in	ADP
cana-1746	264	25	a	a	DET
cana-1746	264	26	framework	framework	NOUN
cana-1746	264	27	.	.	PUNCT
cana-1746	265	1	(	(	PUNCT
cana-1746	265	2	2008	2008	NUM
cana-1746	265	3	)	)	PUNCT
cana-1746	265	4	sudeshna	sudeshna	VERB
cana-1746	265	5	sarkar	sarkar	PROPN
cana-1746	265	6	,	,	PUNCT
cana-1746	265	7	pabitra	pabitra	PROPN
cana-1746	265	8	mitra	mitra	PROPN
cana-1746	265	9	,	,	PUNCT
cana-1746	265	10	partha	partha	PROPN
cana-1746	265	11	sarathi	sarathi	PROPN
cana-1746	265	12	ghosh	ghosh	PROPN
cana-1746	265	13	,	,	PUNCT
cana-1746	265	14	and	and	CCONJ
cana-1746	265	15	sujan	sujan	NOUN
cana-1746	265	16	kumar	kumar	PROPN
cana-1746	265	17	saha	saha	PROPN
cana-1746	265	18	suggested	suggest	VERB
cana-1746	265	19	a	a	DET
cana-1746	265	20	two	two	NUM
cana-1746	265	21	-	-	PUNCT
cana-1746	265	22	phase	phase	NOUN
cana-1746	265	23	transcription	transcription	NOUN
cana-1746	265	24	process	process	NOUN
cana-1746	265	25	.	.	PUNCT
cana-1746	266	1	the	the	DET
cana-1746	266	2	transcription	transcription	NOUN
cana-1746	266	3	module	module	NOUN
cana-1746	266	4	makes	make	VERB
cana-1746	266	5	use	use	NOUN
cana-1746	266	6	of	of	ADP
cana-1746	266	7	an	an	DET
cana-1746	266	8	intermediary	intermediary	ADJ
cana-1746	266	9	alphabet	alphabet	NOUN
cana-1746	266	10	that	that	PRON
cana-1746	266	11	maintains	maintain	VERB
cana-1746	266	12	phonetic	phonetic	ADJ
cana-1746	266	13	characteristics	characteristic	NOUN
cana-1746	266	14	.	.	PUNCT
cana-1746	267	1	the	the	DET
cana-1746	267	2	intermediate	intermediate	ADJ
cana-1746	267	3	alphabet	alphabet	NOUN
cana-1746	267	4	is	be	AUX
cana-1746	267	5	used	use	VERB
cana-1746	267	6	to	to	PART
cana-1746	267	7	transliterate	transliterate	VERB
cana-1746	267	8	the	the	DET
cana-1746	267	9	english	english	ADJ
cana-1746	267	10	names	name	NOUN
cana-1746	267	11	included	include	VERB
cana-1746	267	12	in	in	ADP
cana-1746	267	13	the	the	DET
cana-1746	267	14	name	name	NOUN
cana-1746	267	15	lists	list	NOUN
cana-1746	267	16	.	.	PUNCT
cana-1746	268	1	a	a	DET
cana-1746	268	2	hindi	hindi	NOUN
cana-1746	268	3	word	word	NOUN
cana-1746	268	4	is	be	AUX
cana-1746	268	5	also	also	ADV
cana-1746	268	6	transliterated	transliterate	VERB
cana-1746	268	7	into	into	ADP
cana-1746	268	8	the	the	DET
cana-1746	268	9	intermediate	intermediate	ADJ
cana-1746	268	10	alphabet	alphabet	NOUN
cana-1746	268	11	when	when	SCONJ
cana-1746	268	12	it	it	PRON
cana-1746	268	13	needs	need	VERB
cana-1746	268	14	to	to	PART
cana-1746	268	15	be	be	AUX
cana-1746	268	16	verified	verify	VERB
cana-1746	268	17	if	if	SCONJ
cana-1746	268	18	it	it	PRON
cana-1746	268	19	is	be	AUX
cana-1746	268	20	included	include	VERB
cana-1746	268	21	in	in	ADP
cana-1746	268	22	a	a	DET
cana-1746	268	23	gazetteer	gazetteer	NOUN
cana-1746	268	24	list	list	NOUN
cana-1746	268	25	.	.	PUNCT
cana-1746	269	1	if	if	SCONJ
cana-1746	269	2	the	the	DET
cana-1746	269	3	transliterated	transliterated	ADJ
cana-1746	269	4	intermediate	intermediate	ADJ
cana-1746	269	5	alphabet	alphabet	NOUN
cana-1746	269	6	strings	string	NOUN
cana-1746	269	7	of	of	ADP
cana-1746	269	8	two	two	NUM
cana-1746	269	9	english	english	ADJ
cana-1746	269	10	-	-	PUNCT
cana-1746	269	11	hindi	hindi	NOUN
cana-1746	269	12	words	word	NOUN
cana-1746	269	13	are	be	AUX
cana-1746	269	14	the	the	DET
cana-1746	269	15	same	same	ADJ
cana-1746	269	16	,	,	PUNCT
cana-1746	269	17	then	then	ADV
cana-1746	269	18	the	the	DET
cana-1746	269	19	english	english	ADJ
cana-1746	269	20	word	word	NOUN
cana-1746	269	21	is	be	AUX
cana-1746	269	22	the	the	DET
cana-1746	269	23	transcription	transcription	NOUN
cana-1746	269	24	of	of	ADP
cana-1746	269	25	the	the	DET
cana-1746	269	26	hindi	hindi	NOUN
cana-1746	269	27	word	word	NOUN
cana-1746	269	28	.	.	PUNCT
cana-1746	270	1	they	they	PRON
cana-1746	270	2	have	have	AUX
cana-1746	270	3	investigated	investigate	VERB
cana-1746	270	4	various	various	ADJ
cana-1746	270	5	aspects	aspect	NOUN
cana-1746	270	6	relevant	relevant	ADJ
cana-1746	270	7	to	to	ADP
cana-1746	270	8	the	the	DET
cana-1746	270	9	hindi	hindi	ADJ
cana-1746	270	10	language	language	NOUN
cana-1746	271	1	[	[	X
cana-1746	271	2	saha	saha	NOUN
cana-1746	271	3	2008	2008	NUM
cana-1746	271	4	]	]	PUNCT
cana-1746	271	5	.	.	PUNCT
cana-1746	272	1	al	al	PROPN
cana-1746	272	2	-	-	PUNCT
cana-1746	272	3	onaizan	onaizan	PROPN
cana-1746	272	4	&	&	CCONJ
cana-1746	272	5	knight	knight	PROPN
cana-1746	272	6	(	(	PUNCT
cana-1746	272	7	2002	2002	NUM
cana-1746	272	8	)	)	PUNCT
cana-1746	272	9	used	use	VERB
cana-1746	272	10	phonetic	phonetic	ADJ
cana-1746	272	11	and	and	CCONJ
cana-1746	272	12	grapheme	grapheme	ADJ
cana-1746	272	13	information	information	NOUN
cana-1746	272	14	to	to	PART
cana-1746	272	15	study	study	VERB
cana-1746	272	16	transcription	transcription	NOUN
cana-1746	272	17	from	from	ADP
cana-1746	272	18	arabic	arabic	ADJ
cana-1746	272	19	to	to	ADP
cana-1746	272	20	english	english	PROPN
cana-1746	272	21	.	.	PUNCT
cana-1746	273	1	the	the	DET
cana-1746	273	2	probabilities	probability	NOUN
cana-1746	273	3	of	of	ADP
cana-1746	273	4	these	these	DET
cana-1746	273	5	two	two	NUM
cana-1746	273	6	approaches	approach	NOUN
cana-1746	273	7	are	be	AUX
cana-1746	273	8	combined	combine	VERB
cana-1746	273	9	linearly	linearly	ADV
cana-1746	273	10	to	to	PART
cana-1746	273	11	form	form	VERB
cana-1746	273	12	the	the	DET
cana-1746	273	13	basis	basis	NOUN
cana-1746	273	14	for	for	ADP
cana-1746	273	15	the	the	DET
cana-1746	273	16	hybridization	hybridization	NOUN
cana-1746	273	17	:	:	PUNCT
cana-1746	273	18	p(t|s	p(t|s	NUM
cana-1746	273	19	)	)	PUNCT
cana-1746	273	20	=	=	PUNCT
cana-1746	273	21	(	(	PUNCT
cana-1746	273	22	1	1	NUM
cana-1746	273	23	−	−	PROPN
cana-1746	273	24	λ	λ	NOUN
cana-1746	273	25	)	)	PUNCT
cana-1746	273	26	pp(t	pp(t	NOUN
cana-1746	274	1	|	|	ADV
cana-1746	274	2	s	s	X
cana-1746	274	3	)	)	PUNCT
cana-1746	275	1	+	+	CCONJ
cana-1746	275	2	λps	λps	PROPN
cana-1746	275	3	(	(	PUNCT
cana-1746	275	4	t	t	PROPN
cana-1746	275	5	|	|	NOUN
cana-1746	275	6	s	s	NOUN
cana-1746	275	7	)	)	PUNCT
cana-1746	275	8	------------———---(2.22	------------———---(2.22	NOUN
cana-1746	275	9	)	)	PUNCT
cana-1746	275	10	where	where	SCONJ
cana-1746	275	11	λ	λ	PROPN
cana-1746	275	12	is	be	AUX
cana-1746	275	13	a	a	DET
cana-1746	275	14	tuneable	tuneable	ADJ
cana-1746	275	15	weight	weight	NOUN
cana-1746	275	16	parameter	parameter	NOUN
cana-1746	275	17	(	(	PUNCT
cana-1746	275	18	0	0	NUM
cana-1746	275	19	≤	≤	NUM
cana-1746	275	20	λ	λ	X
cana-1746	275	21	<	<	X
cana-1746	275	22	1	1	NUM
cana-1746	275	23	)	)	PUNCT
cana-1746	275	24	,	,	PUNCT
cana-1746	275	25	pp(t|s	pp(t|	NOUN
cana-1746	275	26	)	)	PUNCT
cana-1746	275	27	is	be	AUX
cana-1746	275	28	the	the	DET
cana-1746	275	29	score	score	NOUN
cana-1746	275	30	from	from	ADP
cana-1746	275	31	the	the	DET
cana-1746	275	32	phonetic	phonetic	ADJ
cana-1746	275	33	method	method	NOUN
cana-1746	275	34	,	,	PUNCT
cana-1746	275	35	and	and	CCONJ
cana-1746	275	36	ps(t|s	ps(t|	VERB
cana-1746	275	37	)	)	PUNCT
cana-1746	275	38	is	be	AUX
cana-1746	275	39	the	the	DET
cana-1746	275	40	probability	probability	NOUN
cana-1746	275	41	provided	provide	VERB
cana-1746	275	42	by	by	ADP
cana-1746	275	43	a	a	DET
cana-1746	275	44	grapheme	grapheme	ADJ
cana-1746	275	45	approach	approach	NOUN
cana-1746	275	46	.	.	PUNCT
cana-1746	276	1	evaluations	evaluation	NOUN
cana-1746	276	2	of	of	ADP
cana-1746	276	3	the	the	DET
cana-1746	276	4	hybrid	hybrid	NOUN
cana-1746	276	5	technique	technique	NOUN
cana-1746	276	6	over	over	ADP
cana-1746	276	7	phoneme	phoneme	NOUN
cana-1746	276	8	-	-	PUNCT
cana-1746	276	9	based	base	VERB
cana-1746	276	10	methods	method	NOUN
cana-1746	276	11	revealed	reveal	VERB
cana-1746	276	12	an	an	DET
cana-1746	276	13	improvement	improvement	NOUN
cana-1746	276	14	of	of	ADP
cana-1746	276	15	11.9	11.9	NUM
cana-1746	276	16	%	%	NOUN
cana-1746	276	17	in	in	ADP
cana-1746	276	18	word	word	NOUN
cana-1746	276	19	accuracy	accuracy	NOUN
cana-1746	276	20	,	,	PUNCT
cana-1746	276	21	but	but	CCONJ
cana-1746	276	22	a	a	DET
cana-1746	276	23	decrease	decrease	NOUN
cana-1746	276	24	of	of	ADP
cana-1746	276	25	3.7	3.7	NUM
cana-1746	276	26	%	%	NOUN
cana-1746	276	27	in	in	ADP
cana-1746	276	28	accuracy	accuracy	NOUN
cana-1746	276	29	when	when	SCONJ
cana-1746	276	30	compared	compare	VERB
cana-1746	276	31	to	to	ADP
cana-1746	276	32	grapheme	grapheme	NOUN
cana-1746	276	33	-	-	PUNCT
cana-1746	276	34	based	base	VERB
cana-1746	276	35	methods	method	NOUN
cana-1746	276	36	[	[	X
cana-1746	276	37	al	al	PROPN
cana-1746	276	38	-	-	PUNCT
cana-1746	276	39	onaizan	onaizan	NOUN
cana-1746	276	40	2002	2002	NUM
cana-1746	276	41	]	]	PUNCT
cana-1746	276	42	.	.	PUNCT
cana-1746	277	1	for	for	ADP
cana-1746	277	2	the	the	DET
cana-1746	277	3	arabic	arabic	ADJ
cana-1746	277	4	-	-	PUNCT
cana-1746	277	5	english	english	PROPN
cana-1746	277	6	language	language	NOUN
cana-1746	277	7	pair	pair	NOUN
cana-1746	277	8	,	,	PUNCT
cana-1746	277	9	bilac	bilac	PROPN
cana-1746	277	10	and	and	CCONJ
cana-1746	277	11	tanaka	tanaka	PROPN
cana-1746	277	12	(	(	PUNCT
cana-1746	277	13	2004	2004	NUM
cana-1746	277	14	)	)	PUNCT
cana-1746	277	15	have	have	AUX
cana-1746	277	16	presented	present	VERB
cana-1746	277	17	a	a	DET
cana-1746	277	18	hybrid	hybrid	ADJ
cana-1746	277	19	model	model	NOUN
cana-1746	277	20	based	base	VERB
cana-1746	277	21	back	back	NOUN
cana-1746	277	22	-	-	PUNCT
cana-1746	277	23	transliteration	transliteration	NOUN
cana-1746	277	24	approach	approach	NOUN
cana-1746	277	25	.	.	PUNCT
cana-1746	278	1	they	they	PRON
cana-1746	278	2	showed	show	VERB
cana-1746	278	3	how	how	SCONJ
cana-1746	278	4	directly	directly	ADV
cana-1746	278	5	combining	combine	VERB
cana-1746	278	6	grapheme	grapheme	ADJ
cana-1746	278	7	and	and	CCONJ
cana-1746	278	8	pronunciation	pronunciation	NOUN
cana-1746	278	9	information	information	NOUN
cana-1746	278	10	can	can	AUX
cana-1746	278	11	increase	increase	VERB
cana-1746	278	12	the	the	DET
cana-1746	278	13	accuracy	accuracy	NOUN
cana-1746	278	14	of	of	ADP
cana-1746	278	15	back	back	NOUN
cana-1746	278	16	-	-	PUNCT
cana-1746	278	17	transliteration	transliteration	NOUN
cana-1746	278	18	.	.	PUNCT
cana-1746	279	1	in	in	ADP
cana-1746	279	2	contrast	contrast	NOUN
cana-1746	279	3	to	to	ADP
cana-1746	279	4	al	al	PROPN
cana-1746	279	5	-	-	PUNCT
cana-1746	279	6	onaizan	onaizan	ADJ
cana-1746	279	7	and	and	CCONJ
cana-1746	279	8	knight	knight	NOUN
cana-1746	279	9	's	's	PART
cana-1746	279	10	method	method	NOUN
cana-1746	279	11	,	,	PUNCT
cana-1746	279	12	which	which	PRON
cana-1746	279	13	produced	produce	VERB
cana-1746	279	14	back	back	ADJ
cana-1746	279	15	-	-	PUNCT
cana-1746	279	16	transliterations	transliteration	NOUN
cana-1746	279	17	based	base	VERB
cana-1746	279	18	on	on	ADP
cana-1746	279	19	phonetics	phonetic	NOUN
cana-1746	279	20	and	and	CCONJ
cana-1746	279	21	spelling	spelling	NOUN
cana-1746	279	22	separately	separately	ADV
cana-1746	279	23	and	and	CCONJ
cana-1746	279	24	then	then	ADV
cana-1746	279	25	interpolated	interpolate	VERB
cana-1746	279	26	the	the	DET
cana-1746	279	27	results	result	NOUN
cana-1746	279	28	,	,	PUNCT
cana-1746	279	29	their	their	PRON
cana-1746	279	30	work	work	NOUN
cana-1746	279	31	performed	perform	VERB
cana-1746	279	32	the	the	DET
cana-1746	279	33	combination	combination	NOUN
cana-1746	279	34	during	during	ADP
cana-1746	279	35	the	the	DET
cana-1746	279	36	transcription	transcription	NOUN
cana-1746	279	37	process	process	NOUN
cana-1746	279	38	of	of	ADP
cana-1746	279	39	each	each	DET
cana-1746	279	40	basis	basis	NOUN
cana-1746	279	41	word	word	NOUN
cana-1746	279	42	[	[	X
cana-1746	279	43	bilac	bilac	X
cana-1746	279	44	2004	2004	NUM
cana-1746	279	45	]	]	PUNCT
cana-1746	279	46	.	.	PUNCT
cana-1746	280	1	oh	oh	INTJ
cana-1746	280	2	,	,	PUNCT
cana-1746	280	3	and	and	CCONJ
cana-1746	280	4	choi	choi	NOUN
cana-1746	280	5	(	(	PUNCT
cana-1746	280	6	2005	2005	NUM
cana-1746	280	7	,	,	PUNCT
cana-1746	280	8	2006	2006	NUM
cana-1746	280	9	)	)	PUNCT
cana-1746	280	10	investigated	investigate	VERB
cana-1746	280	11	a	a	DET
cana-1746	280	12	hybridization	hybridization	NOUN
cana-1746	280	13	technique	technique	NOUN
cana-1746	280	14	for	for	ADP
cana-1746	280	15	transliterating	transliterate	VERB
cana-1746	280	16	english	english	ADJ
cana-1746	280	17	korean	korean	ADJ
cana-1746	280	18	and	and	CCONJ
cana-1746	280	19	english	english	ADJ
cana-1746	280	20	japanese	japanese	PROPN
cana-1746	280	21	that	that	SCONJ
cana-1746	280	22	combined	combine	VERB
cana-1746	280	23	phonetic	phonetic	ADJ
cana-1746	280	24	and	and	CCONJ
cana-1746	280	25	spelling	spelling	NOUN
cana-1746	280	26	-	-	PUNCT
cana-1746	280	27	based	base	VERB
cana-1746	280	28	methods	method	NOUN
cana-1746	280	29	.	.	PUNCT
cana-1746	281	1	they	they	PRON
cana-1746	281	2	critiqued	critique	VERB
cana-1746	281	3	the	the	DET
cana-1746	281	4	hybrid	hybrid	NOUN
cana-1746	281	5	models	model	NOUN
cana-1746	281	6	that	that	PRON
cana-1746	281	7	have	have	AUX
cana-1746	281	8	been	be	AUX
cana-1746	281	9	presented	present	VERB
cana-1746	281	10	thus	thus	ADV
cana-1746	281	11	far	far	ADV
cana-1746	281	12	for	for	ADP
cana-1746	281	13	failing	fail	VERB
cana-1746	281	14	to	to	PART
cana-1746	281	15	consider	consider	VERB
cana-1746	281	16	the	the	DET
cana-1746	281	17	reliance	reliance	NOUN
cana-1746	281	18	between	between	ADP
cana-1746	281	19	the	the	DET
cana-1746	281	20	phonemes	phoneme	NOUN
cana-1746	281	21	and	and	CCONJ
cana-1746	281	22	graphemes	grapheme	NOUN
cana-1746	281	23	of	of	ADP
cana-1746	281	24	the	the	DET
cana-1746	281	25	foundation	foundation	NOUN
cana-1746	281	26	words	word	NOUN
cana-1746	281	27	.	.	PUNCT
cana-1746	282	1	other	other	ADJ
cana-1746	282	2	criticisms	criticism	NOUN
cana-1746	282	3	of	of	ADP
cana-1746	282	4	the	the	DET
cana-1746	282	5	earlier	early	ADJ
cana-1746	282	6	hybrid	hybrid	ADJ
cana-1746	282	7	models	model	NOUN
cana-1746	282	8	were	be	AUX
cana-1746	282	9	that	that	SCONJ
cana-1746	282	10	they	they	PRON
cana-1746	282	11	gave	give	VERB
cana-1746	282	12	equal	equal	ADJ
cana-1746	282	13	weight	weight	NOUN
cana-1746	282	14	to	to	ADP
cana-1746	282	15	phonetic	phonetic	ADJ
cana-1746	282	16	and	and	CCONJ
cana-1746	282	17	spelling	spelling	NOUN
cana-1746	282	18	approaches	approach	NOUN
cana-1746	282	19	,	,	PUNCT
cana-1746	282	20	but	but	CCONJ
cana-1746	282	21	certain	certain	ADJ
cana-1746	282	22	transliterations	transliteration	NOUN
cana-1746	282	23	are	be	AUX
cana-1746	282	24	more	more	ADV
cana-1746	282	25	phonetically	phonetically	ADV
cana-1746	282	26	based	base	VERB
cana-1746	282	27	,	,	PUNCT
cana-1746	282	28	and	and	CCONJ
cana-1746	282	29	some	some	PRON
cana-1746	282	30	are	be	AUX
cana-1746	282	31	based	base	VERB
cana-1746	282	32	more	more	ADV
cana-1746	282	33	on	on	ADP
cana-1746	282	34	spelling	spelling	NOUN
cana-1746	282	35	,	,	PUNCT
cana-1746	282	36	depending	depend	VERB
cana-1746	282	37	on	on	ADP
cana-1746	282	38	the	the	DET
cana-1746	282	39	basis	basis	NOUN
cana-1746	282	40	word	word	NOUN
cana-1746	282	41	.	.	PUNCT
cana-1746	283	1	as	as	ADP
cana-1746	283	2	a	a	DET
cana-1746	283	3	result	result	NOUN
cana-1746	283	4	,	,	PUNCT
cana-1746	283	5	they	they	PRON
cana-1746	283	6	combined	combine	VERB
cana-1746	283	7	phonetics	phonetic	NOUN
cana-1746	283	8	and	and	CCONJ
cana-1746	283	9	spelling	spelling	NOUN
cana-1746	283	10	into	into	ADP
cana-1746	283	11	a	a	DET
cana-1746	283	12	single	single	ADJ
cana-1746	283	13	model	model	NOUN
cana-1746	283	14	and	and	CCONJ
cana-1746	283	15	addressed	address	VERB
cana-1746	283	16	correspondence	correspondence	NOUN
cana-1746	283	17	information	information	NOUN
cana-1746	283	18	while	while	SCONJ
cana-1746	283	19	solving	solve	VERB
cana-1746	283	20	the	the	DET
cana-1746	283	21	transcribing	transcribe	VERB
cana-1746	283	22	problem	problem	NOUN
cana-1746	283	23	.	.	PUNCT
cana-1746	284	1	to	to	PART
cana-1746	284	2	combine	combine	VERB
cana-1746	284	3	all	all	PRON
cana-1746	284	4	of	of	ADP
cana-1746	284	5	these	these	DET
cana-1746	284	6	techniques	technique	NOUN
cana-1746	284	7	into	into	ADP
cana-1746	284	8	a	a	DET
cana-1746	284	9	single	single	ADJ
cana-1746	284	10	framework	framework	NOUN
cana-1746	284	11	,	,	PUNCT
cana-1746	284	12	three	three	NUM
cana-1746	284	13	machine	machine	NOUN
cana-1746	284	14	learning	learn	VERB
cana-1746	284	15	algorithms	algorithm	NOUN
cana-1746	284	16	were	be	AUX
cana-1746	284	17	put	put	VERB
cana-1746	284	18	into	into	ADP
cana-1746	284	19	practice	practice	NOUN
cana-1746	284	20	:	:	PUNCT
cana-1746	284	21	memory	memory	NOUN
cana-1746	284	22	-	-	PUNCT
cana-1746	284	23	based	base	VERB
cana-1746	284	24	learning	learning	NOUN
cana-1746	284	25	,	,	PUNCT
cana-1746	284	26	decision	decision	NOUN
cana-1746	284	27	tree	tree	NOUN
cana-1746	284	28	learning	learning	NOUN
cana-1746	284	29	,	,	PUNCT
cana-1746	284	30	and	and	CCONJ
cana-1746	284	31	maximum	maximum	ADJ
cana-1746	284	32	entropy	entropy	NOUN
cana-1746	284	33	modelling	modelling	NOUN
cana-1746	284	34	.	.	PUNCT
cana-1746	285	1	with	with	ADP
cana-1746	285	2	a	a	DET
cana-1746	285	3	context	context	NOUN
cana-1746	285	4	length	length	NOUN
cana-1746	285	5	of	of	ADP
cana-1746	285	6	three	three	NUM
cana-1746	285	7	on	on	ADP
cana-1746	285	8	either	either	DET
cana-1746	285	9	side	side	NOUN
cana-1746	285	10	of	of	ADP
cana-1746	285	11	the	the	DET
cana-1746	285	12	transcription	transcription	NOUN
cana-1746	285	13	unit	unit	NOUN
cana-1746	285	14	that	that	PRON
cana-1746	285	15	is	be	AUX
cana-1746	285	16	mapped	map	VERB
cana-1746	285	17	to	to	ADP
cana-1746	285	18	the	the	DET
cana-1746	285	19	goal	goal	NOUN
cana-1746	285	20	substring	substring	NOUN
cana-1746	285	21	,	,	PUNCT
cana-1746	285	22	transformation	transformation	NOUN
cana-1746	285	23	rules	rule	NOUN
cana-1746	285	24	were	be	AUX
cana-1746	285	25	learned	learn	VERB
cana-1746	285	26	using	use	VERB
cana-1746	285	27	all	all	DET
cana-1746	285	28	communications	communication	NOUN
cana-1746	285	29	on	on	ADP
cana-1746	285	30	applied	apply	VERB
cana-1746	285	31	nonlinear	nonlinear	ADJ
cana-1746	285	32	analysis	analysis	NOUN
cana-1746	285	33	issn	issn	NOUN
cana-1746	285	34	:	:	PUNCT
cana-1746	285	35	1074	1074	NUM
cana-1746	285	36	-	-	PUNCT
cana-1746	285	37	133x	133x	NUM
cana-1746	285	38	vol	vol	NOUN
cana-1746	285	39	32	32	NUM
cana-1746	285	40	no	no	NOUN
cana-1746	285	41	.	.	NOUN
cana-1746	285	42	2	2	NUM
cana-1746	285	43	(	(	PUNCT
cana-1746	285	44	2025	2025	NUM
cana-1746	285	45	)	)	PUNCT
cana-1746	285	46	348	348	NUM
cana-1746	285	47	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	285	48	available	available	ADJ
cana-1746	285	49	methodologies	methodology	NOUN
cana-1746	285	50	(	(	PUNCT
cana-1746	285	51	phonetics	phonetic	NOUN
cana-1746	285	52	,	,	PUNCT
cana-1746	285	53	spelling	spelling	NOUN
cana-1746	285	54	,	,	PUNCT
cana-1746	285	55	correspondence	correspondence	NOUN
cana-1746	285	56	,	,	PUNCT
cana-1746	285	57	and	and	CCONJ
cana-1746	285	58	a	a	DET
cana-1746	285	59	combination	combination	NOUN
cana-1746	285	60	of	of	ADP
cana-1746	285	61	phonetics	phonetic	NOUN
cana-1746	285	62	and	and	CCONJ
cana-1746	285	63	spelling	spelling	NOUN
cana-1746	285	64	)	)	PUNCT
cana-1746	286	1	[	[	X
cana-1746	286	2	oh	oh	INTJ
cana-1746	286	3	and	and	CCONJ
cana-1746	286	4	choi	choi	NOUN
cana-1746	286	5	2005	2005	NUM
cana-1746	286	6	,	,	PUNCT
cana-1746	287	1	oh	oh	INTJ
cana-1746	287	2	and	and	CCONJ
cana-1746	287	3	choi	choi	NOUN
cana-1746	287	4	2006	2006	NUM
cana-1746	287	5	]	]	PUNCT
cana-1746	287	6	.	.	PUNCT
cana-1746	288	1	an	an	DET
cana-1746	288	2	important	important	ADJ
cana-1746	288	3	effort	effort	NOUN
cana-1746	288	4	was	be	AUX
cana-1746	288	5	made	make	VERB
cana-1746	288	6	to	to	PART
cana-1746	288	7	create	create	VERB
cana-1746	288	8	transcription	transcription	NOUN
cana-1746	288	9	systems	system	NOUN
cana-1746	288	10	for	for	ADP
cana-1746	288	11	indian	indian	ADJ
cana-1746	288	12	languages	language	NOUN
cana-1746	288	13	to	to	ADP
cana-1746	288	14	english	english	PROPN
cana-1746	288	15	,	,	PUNCT
cana-1746	288	16	particularly	particularly	ADV
cana-1746	288	17	bengali	bengali	VERB
cana-1746	288	18	-	-	PUNCT
cana-1746	288	19	english	english	ADJ
cana-1746	288	20	transcription	transcription	NOUN
cana-1746	288	21	,	,	PUNCT
cana-1746	288	22	by	by	ADP
cana-1746	288	23	ekbal	ekbal	ADJ
cana-1746	288	24	,	,	PUNCT
cana-1746	288	25	naskar	naskar	NOUN
cana-1746	288	26	,	,	PUNCT
cana-1746	288	27	and	and	CCONJ
cana-1746	288	28	bandyopadhyay	bandyopadhyay	NOUN
cana-1746	288	29	(	(	PUNCT
cana-1746	288	30	2007–2010	2007–2010	NUM
cana-1746	288	31	)	)	PUNCT
cana-1746	288	32	.	.	PUNCT
cana-1746	289	1	a	a	DET
cana-1746	289	2	variety	variety	NOUN
cana-1746	289	3	of	of	ADP
cana-1746	289	4	models	model	NOUN
cana-1746	289	5	that	that	PRON
cana-1746	289	6	alter	alter	VERB
cana-1746	289	7	the	the	DET
cana-1746	289	8	joint	joint	ADJ
cana-1746	289	9	basis	basis	NOUN
cana-1746	289	10	channel	channel	NOUN
cana-1746	289	11	model	model	NOUN
cana-1746	289	12	have	have	AUX
cana-1746	289	13	been	be	AUX
cana-1746	289	14	proposed	propose	VERB
cana-1746	289	15	.	.	PUNCT
cana-1746	290	1	the	the	DET
cana-1746	290	2	technique	technique	NOUN
cana-1746	290	3	breaks	break	VERB
cana-1746	290	4	down	down	ADP
cana-1746	290	5	a	a	DET
cana-1746	290	6	bengali	bengali	PROPN
cana-1746	290	7	string	string	NOUN
cana-1746	290	8	into	into	ADP
cana-1746	290	9	transcription	transcription	NOUN
cana-1746	290	10	units	unit	NOUN
cana-1746	290	11	,	,	PUNCT
cana-1746	290	12	each	each	PRON
cana-1746	290	13	of	of	ADP
cana-1746	290	14	which	which	PRON
cana-1746	290	15	ends	end	VERB
cana-1746	290	16	with	with	ADP
cana-1746	290	17	a	a	DET
cana-1746	290	18	vowel	vowel	NOUN
cana-1746	290	19	modifier	modifier	NOUN
cana-1746	290	20	,	,	PUNCT
cana-1746	290	21	or	or	CCONJ
cana-1746	290	22	matra	matra	PROPN
cana-1746	290	23	.	.	PUNCT
cana-1746	291	1	an	an	DET
cana-1746	291	2	english	english	PROPN
cana-1746	291	3	string	string	NOUN
cana-1746	291	4	is	be	AUX
cana-1746	291	5	similarly	similarly	ADV
cana-1746	291	6	separated	separate	VERB
cana-1746	291	7	into	into	ADP
cana-1746	291	8	units	unit	NOUN
cana-1746	291	9	.	.	PUNCT
cana-1746	292	1	next	next	ADJ
cana-1746	292	2	,	,	PUNCT
cana-1746	292	3	several	several	ADJ
cana-1746	292	4	models	model	NOUN
cana-1746	292	5	of	of	ADP
cana-1746	292	6	unigrams	unigram	NOUN
cana-1746	292	7	,	,	PUNCT
cana-1746	292	8	bigrams	bigram	NOUN
cana-1746	292	9	,	,	PUNCT
cana-1746	292	10	or	or	CCONJ
cana-1746	292	11	trigrams	trigram	NOUN
cana-1746	292	12	are	be	AUX
cana-1746	292	13	defined	define	VERB
cana-1746	292	14	based	base	VERB
cana-1746	292	15	on	on	ADP
cana-1746	292	16	the	the	DET
cana-1746	292	17	specific	specific	ADJ
cana-1746	292	18	circumstances	circumstance	NOUN
cana-1746	292	19	of	of	ADP
cana-1746	292	20	the	the	DET
cana-1746	292	21	units	unit	NOUN
cana-1746	292	22	.	.	PUNCT
cana-1746	293	1	linguistic	linguistic	ADJ
cana-1746	293	2	information	information	NOUN
cana-1746	293	3	is	be	AUX
cana-1746	293	4	also	also	ADV
cana-1746	293	5	taken	take	VERB
cana-1746	293	6	into	into	ADP
cana-1746	293	7	account	account	NOUN
cana-1746	293	8	,	,	PUNCT
cana-1746	293	9	such	such	ADJ
cana-1746	293	10	as	as	ADP
cana-1746	293	11	potential	potential	ADJ
cana-1746	293	12	conjuncts	conjunct	NOUN
cana-1746	293	13	and	and	CCONJ
cana-1746	293	14	diphthongs	diphthong	NOUN
cana-1746	293	15	in	in	ADP
cana-1746	293	16	bengali	bengali	PROPN
cana-1746	293	17	and	and	CCONJ
cana-1746	293	18	how	how	SCONJ
cana-1746	293	19	they	they	PRON
cana-1746	293	20	are	be	AUX
cana-1746	293	21	represented	represent	VERB
cana-1746	293	22	in	in	ADP
cana-1746	293	23	english	english	PROPN
cana-1746	293	24	.	.	PUNCT
cana-1746	294	1	the	the	DET
cana-1746	294	2	primary	primary	ADJ
cana-1746	294	3	function	function	NOUN
cana-1746	294	4	of	of	ADP
cana-1746	294	5	this	this	DET
cana-1746	294	6	system	system	NOUN
cana-1746	294	7	is	be	AUX
cana-1746	294	8	to	to	PART
cana-1746	294	9	transliterate	transliterate	VERB
cana-1746	294	10	the	the	DET
cana-1746	294	11	names	name	NOUN
cana-1746	294	12	of	of	ADP
cana-1746	294	13	individuals	individual	NOUN
cana-1746	294	14	.	.	PUNCT
cana-1746	295	1	contextual	contextual	ADJ
cana-1746	295	2	information	information	NOUN
cana-1746	295	3	is	be	AUX
cana-1746	295	4	utilized	utilize	VERB
cana-1746	295	5	in	in	ADP
cana-1746	295	6	the	the	DET
cana-1746	295	7	hmm	hmm	NOUN
cana-1746	295	8	-	-	PUNCT
cana-1746	295	9	based	base	VERB
cana-1746	295	10	ner	ner	NOUN
cana-1746	295	11	system	system	NOUN
cana-1746	295	12	for	for	ADP
cana-1746	295	13	bengali	bengali	PROPN
cana-1746	295	14	to	to	PART
cana-1746	295	15	determine	determine	VERB
cana-1746	295	16	emission	emission	NOUN
cana-1746	295	17	probability	probability	NOUN
cana-1746	295	18	,	,	PUNCT
cana-1746	295	19	and	and	CCONJ
cana-1746	295	20	ne	ne	PROPN
cana-1746	295	21	suffixes	suffix	NOUN
cana-1746	295	22	are	be	AUX
cana-1746	295	23	employed	employ	VERB
cana-1746	295	24	to	to	PART
cana-1746	295	25	handle	handle	VERB
cana-1746	295	26	unknown	unknown	ADJ
cana-1746	295	27	words	word	NOUN
cana-1746	295	28	.	.	PUNCT
cana-1746	296	1	they	they	PRON
cana-1746	296	2	have	have	AUX
cana-1746	296	3	completed	complete	VERB
cana-1746	296	4	the	the	DET
cana-1746	296	5	work	work	NOUN
cana-1746	296	6	in	in	ADP
cana-1746	296	7	the	the	DET
cana-1746	296	8	area	area	NOUN
cana-1746	296	9	more	more	ADV
cana-1746	296	10	recently	recently	ADV
cana-1746	296	11	.	.	PUNCT
cana-1746	297	1	by	by	ADP
cana-1746	297	2	combining	combine	VERB
cana-1746	297	3	many	many	ADJ
cana-1746	297	4	transcription	transcription	NOUN
cana-1746	297	5	techniques	technique	NOUN
cana-1746	297	6	,	,	PUNCT
cana-1746	298	1	oh	oh	INTJ
cana-1746	298	2	and	and	CCONJ
cana-1746	298	3	isahara	isahara	PROPN
cana-1746	298	4	(	(	PUNCT
cana-1746	298	5	2007	2007	NUM
cana-1746	298	6	)	)	PUNCT
cana-1746	298	7	investigated	investigate	VERB
cana-1746	298	8	the	the	DET
cana-1746	298	9	transcription	transcription	NOUN
cana-1746	298	10	of	of	ADP
cana-1746	298	11	english	english	PROPN
cana-1746	298	12	,	,	PUNCT
cana-1746	298	13	korean	korean	ADJ
cana-1746	298	14	,	,	PUNCT
cana-1746	298	15	and	and	CCONJ
cana-1746	298	16	japanese	japanese	PROPN
cana-1746	298	17	.	.	PUNCT
cana-1746	299	1	to	to	PART
cana-1746	299	2	reorder	reorder	VERB
cana-1746	299	3	the	the	DET
cana-1746	299	4	outputs	output	NOUN
cana-1746	299	5	of	of	ADP
cana-1746	299	6	distinct	distinct	ADJ
cana-1746	299	7	transcription	transcription	NOUN
cana-1746	299	8	systems	system	NOUN
cana-1746	299	9	,	,	PUNCT
cana-1746	299	10	they	they	PRON
cana-1746	299	11	proposed	propose	VERB
cana-1746	299	12	a	a	DET
cana-1746	299	13	technique	technique	NOUN
cana-1746	299	14	based	base	VERB
cana-1746	299	15	on	on	ADP
cana-1746	299	16	maximum	maximum	ADJ
cana-1746	299	17	entropy	entropy	NOUN
cana-1746	299	18	models	model	NOUN
cana-1746	299	19	(	(	PUNCT
cana-1746	299	20	mem	mem	ADJ
cana-1746	299	21	)	)	PUNCT
cana-1746	299	22	and	and	CCONJ
cana-1746	299	23	support	support	VERB
cana-1746	299	24	vector	vector	NOUN
cana-1746	299	25	machines	machine	NOUN
cana-1746	299	26	(	(	PUNCT
cana-1746	299	27	svms	svms	NOUN
cana-1746	299	28	)	)	PUNCT
cana-1746	299	29	.	.	PUNCT
cana-1746	300	1	these	these	DET
cana-1746	300	2	distinct	distinct	ADJ
cana-1746	300	3	systems	system	NOUN
cana-1746	300	4	came	come	VERB
cana-1746	300	5	from	from	ADP
cana-1746	300	6	a	a	DET
cana-1746	300	7	range	range	NOUN
cana-1746	300	8	of	of	ADP
cana-1746	300	9	hybrid	hybrid	NOUN
cana-1746	300	10	,	,	PUNCT
cana-1746	300	11	phoneme	phoneme	NOUN
cana-1746	300	12	-	-	PUNCT
cana-1746	300	13	based	base	VERB
cana-1746	300	14	,	,	PUNCT
cana-1746	300	15	and	and	CCONJ
cana-1746	300	16	grapheme	grapheme	ADV
cana-1746	300	17	-	-	PUNCT
cana-1746	300	18	based	base	VERB
cana-1746	300	19	techniques	technique	NOUN
cana-1746	300	20	.	.	PUNCT
cana-1746	301	1	confidence	confidence	NOUN
cana-1746	301	2	score	score	NOUN
cana-1746	301	3	,	,	PUNCT
cana-1746	301	4	linguistic	linguistic	ADJ
cana-1746	301	5	model	model	NOUN
cana-1746	301	6	,	,	PUNCT
cana-1746	301	7	and	and	CCONJ
cana-1746	301	8	web	web	NOUN
cana-1746	301	9	frequency	frequency	NOUN
cana-1746	301	10	variables	variable	NOUN
cana-1746	301	11	were	be	AUX
cana-1746	301	12	used	use	VERB
cana-1746	301	13	to	to	PART
cana-1746	301	14	train	train	VERB
cana-1746	301	15	the	the	DET
cana-1746	301	16	machine	machine	NOUN
cana-1746	301	17	learning	learn	VERB
cana-1746	301	18	components	component	NOUN
cana-1746	301	19	svm	svm	VERB
cana-1746	301	20	and	and	CCONJ
cana-1746	301	21	mem	mem	ADJ
cana-1746	302	1	[	[	X
cana-1746	302	2	oh	oh	INTJ
cana-1746	302	3	and	and	CCONJ
cana-1746	302	4	ishara	ishara	ADJ
cana-1746	302	5	2007	2007	NUM
cana-1746	302	6	]	]	PUNCT
cana-1746	302	7	.	.	PUNCT
cana-1746	303	1	a	a	DET
cana-1746	303	2	combination	combination	NOUN
cana-1746	303	3	of	of	ADP
cana-1746	303	4	a	a	DET
cana-1746	303	5	majority	majority	NOUN
cana-1746	303	6	voting	voting	NOUN
cana-1746	303	7	scheme	scheme	NOUN
cana-1746	303	8	and	and	CCONJ
cana-1746	303	9	a	a	DET
cana-1746	303	10	bayes	bayes	NOUN
cana-1746	303	11	classifier	classifier	NOUN
cana-1746	303	12	is	be	AUX
cana-1746	303	13	used	use	VERB
cana-1746	303	14	in	in	ADP
cana-1746	303	15	karimi	karimi	PROPN
cana-1746	303	16	's	's	PART
cana-1746	303	17	(	(	PUNCT
cana-1746	303	18	2008	2008	NUM
cana-1746	303	19	)	)	PUNCT
cana-1746	303	20	proposed	propose	VERB
cana-1746	303	21	combined	combined	ADJ
cana-1746	303	22	transcription	transcription	NOUN
cana-1746	303	23	approach	approach	NOUN
cana-1746	303	24	,	,	PUNCT
cana-1746	303	25	which	which	PRON
cana-1746	303	26	uses	use	VERB
cana-1746	303	27	numerous	numerous	ADJ
cana-1746	303	28	grapheme	grapheme	ADV
cana-1746	303	29	-	-	PUNCT
cana-1746	303	30	based	base	VERB
cana-1746	303	31	transcription	transcription	NOUN
cana-1746	303	32	systems	system	NOUN
cana-1746	303	33	.	.	PUNCT
cana-1746	304	1	persian	persian	PROPN
cana-1746	304	2	english	english	PROPN
cana-1746	304	3	and	and	CCONJ
cana-1746	304	4	english	english	PROPN
cana-1746	304	5	-	-	PUNCT
cana-1746	304	6	persian	persian	ADJ
cana-1746	304	7	versions	version	NOUN
cana-1746	304	8	of	of	ADP
cana-1746	304	9	the	the	DET
cana-1746	304	10	system	system	NOUN
cana-1746	304	11	were	be	AUX
cana-1746	304	12	assessed	assess	VERB
cana-1746	304	13	[	[	PUNCT
cana-1746	304	14	karimi	karimi	PROPN
cana-1746	304	15	2008	2008	NUM
cana-1746	304	16	]	]	PUNCT
cana-1746	304	17	.	.	PUNCT
cana-1746	305	1	nagao	nagao	ADJ
cana-1746	305	2	,	,	PUNCT
cana-1746	305	3	m	m	PROPN
cana-1746	305	4	,	,	PUNCT
cana-1746	305	5	the	the	DET
cana-1746	305	6	author	author	NOUN
cana-1746	305	7	nagao	nagao	ADJ
cana-1746	305	8	(	(	PUNCT
cana-1746	305	9	1984	1984	NUM
cana-1746	305	10	)	)	PUNCT
cana-1746	305	11	proposed	propose	VERB
cana-1746	305	12	an	an	DET
cana-1746	305	13	analogy	analogy	NOUN
cana-1746	305	14	-	-	PUNCT
cana-1746	305	15	based	base	VERB
cana-1746	305	16	machine	machine	NOUN
cana-1746	305	17	transcription	transcription	NOUN
cana-1746	305	18	,	,	PUNCT
cana-1746	305	19	the	the	DET
cana-1746	305	20	algorithm	algorithm	NOUN
cana-1746	305	21	draws	draw	VERB
cana-1746	305	22	parallels	parallel	NOUN
cana-1746	305	23	between	between	ADP
cana-1746	305	24	the	the	DET
cana-1746	305	25	structure	structure	NOUN
cana-1746	305	26	of	of	ADP
cana-1746	305	27	sentences	sentence	NOUN
cana-1746	305	28	in	in	ADP
cana-1746	305	29	the	the	DET
cana-1746	305	30	basis	basis	NOUN
cana-1746	305	31	and	and	CCONJ
cana-1746	305	32	objective	objective	ADJ
cana-1746	305	33	languages	language	NOUN
cana-1746	305	34	.	.	PUNCT
cana-1746	306	1	it	it	PRON
cana-1746	306	2	is	be	AUX
cana-1746	306	3	the	the	DET
cana-1746	306	4	example	example	NOUN
cana-1746	306	5	-	-	PUNCT
cana-1746	306	6	based	base	VERB
cana-1746	306	7	learning	learning	NOUN
cana-1746	306	8	and	and	CCONJ
cana-1746	306	9	alignment	alignment	ADJ
cana-1746	306	10	strategies	strategy	NOUN
cana-1746	306	11	.	.	PUNCT
cana-1746	307	1	the	the	DET
cana-1746	307	2	accuracy	accuracy	NOUN
cana-1746	307	3	of	of	ADP
cana-1746	307	4	the	the	DET
cana-1746	307	5	methodology	methodology	NOUN
cana-1746	307	6	is	be	AUX
cana-1746	307	7	85	85	NUM
cana-1746	307	8	%	%	NOUN
cana-1746	307	9	and	and	CCONJ
cana-1746	307	10	blue	blue	ADJ
cana-1746	307	11	sore	sore	NOUN
cana-1746	307	12	is	be	AUX
cana-1746	307	13	70	70	NUM
cana-1746	307	14	%	%	NOUN
cana-1746	307	15	.	.	PUNCT
cana-1746	308	1	gupta	gupta	PROPN
cana-1746	308	2	,	,	PUNCT
cana-1746	308	3	v.	v.	PROPN
cana-1746	308	4	,	,	PUNCT
cana-1746	308	5	gupta	gupta	PROPN
cana-1746	308	6	,	,	PUNCT
cana-1746	308	7	d.	d.	PROPN
cana-1746	308	8	,	,	PUNCT
cana-1746	308	9	&	&	CCONJ
cana-1746	308	10	verma	verma	PROPN
cana-1746	308	11	,	,	PUNCT
cana-1746	308	12	s.	s.	PROPN
cana-1746	308	13	(	(	PUNCT
cana-1746	308	14	2012	2012	NUM
cana-1746	308	15	)	)	PUNCT
cana-1746	308	16	.	.	PUNCT
cana-1746	308	17	,	,	PUNCT
cana-1746	308	18	represents	represent	VERB
cana-1746	308	19	the	the	DET
cana-1746	308	20	combined	combined	ADJ
cana-1746	308	21	model	model	NOUN
cana-1746	308	22	of	of	ADP
cana-1746	308	23	rule	rule	NOUN
cana-1746	308	24	-	-	PUNCT
cana-1746	308	25	based	base	VERB
cana-1746	308	26	and	and	CCONJ
cana-1746	308	27	statistical	statistical	ADJ
cana-1746	308	28	methods	method	NOUN
cana-1746	308	29	exploring	explore	VERB
cana-1746	308	30	the	the	DET
cana-1746	308	31	complexities	complexity	NOUN
cana-1746	308	32	of	of	ADP
cana-1746	308	33	indian	indian	ADJ
cana-1746	308	34	regional	regional	ADJ
cana-1746	308	35	language	language	NOUN
cana-1746	308	36	scripts	script	NOUN
cana-1746	308	37	.	.	PUNCT
cana-1746	309	1	the	the	DET
cana-1746	309	2	proposed	propose	VERB
cana-1746	309	3	model	model	NOUN
cana-1746	309	4	achieves	achieve	VERB
cana-1746	309	5	the	the	DET
cana-1746	309	6	accuracy	accuracy	NOUN
cana-1746	309	7	of	of	ADP
cana-1746	309	8	75	75	NUM
cana-1746	309	9	%	%	NOUN
cana-1746	309	10	and	and	CCONJ
cana-1746	309	11	.60	.60	NUM
cana-1746	309	12	blue	blue	ADJ
cana-1746	309	13	score	score	NOUN
cana-1746	309	14	mikolov	mikolov	PROPN
cana-1746	309	15	,	,	PUNCT
cana-1746	309	16	t.	t.	PROPN
cana-1746	309	17	,	,	PUNCT
cana-1746	309	18	sutskever	sutskever	PROPN
cana-1746	309	19	,	,	PUNCT
cana-1746	309	20	i.	i.	PROPN
cana-1746	309	21	,	,	PUNCT
cana-1746	309	22	chen	chen	PROPN
cana-1746	309	23	,	,	PUNCT
cana-1746	309	24	k.	k.	PROPN
cana-1746	309	25	,	,	PUNCT
cana-1746	309	26	corrado	corrado	PROPN
cana-1746	309	27	,	,	PUNCT
cana-1746	309	28	g.	g.	PROPN
cana-1746	309	29	s.	s.	PROPN
cana-1746	309	30	,	,	PUNCT
cana-1746	309	31	&	&	CCONJ
cana-1746	309	32	dean	dean	PROPN
cana-1746	309	33	,	,	PUNCT
cana-1746	309	34	j.	j.	PROPN
cana-1746	309	35	(	(	PUNCT
cana-1746	309	36	2013	2013	NUM
cana-1746	309	37	)	)	PUNCT
cana-1746	309	38	,	,	PUNCT
cana-1746	309	39	suggested	suggest	VERB
cana-1746	309	40	the	the	DET
cana-1746	309	41	word2vec	word2vec	PROPN
cana-1746	309	42	model	model	NOUN
cana-1746	309	43	capturing	capture	VERB
cana-1746	309	44	the	the	DET
cana-1746	309	45	semantic	semantic	ADJ
cana-1746	309	46	relationship	relationship	NOUN
cana-1746	309	47	in	in	ADP
cana-1746	309	48	the	the	DET
cana-1746	309	49	word	word	NOUN
cana-1746	309	50	embeddings	embedding	NOUN
cana-1746	309	51	.	.	PUNCT
cana-1746	310	1	this	this	DET
cana-1746	310	2	work	work	NOUN
cana-1746	310	3	becomes	become	VERB
cana-1746	310	4	the	the	DET
cana-1746	310	5	fundamental	fundamental	ADJ
cana-1746	310	6	tool	tool	NOUN
cana-1746	310	7	in	in	ADP
cana-1746	310	8	the	the	DET
cana-1746	310	9	modern	modern	ADJ
cana-1746	310	10	field	field	NOUN
cana-1746	310	11	of	of	ADP
cana-1746	310	12	natural	natural	ADJ
cana-1746	310	13	language	language	NOUN
cana-1746	310	14	processing	processing	NOUN
cana-1746	310	15	.	.	PUNCT
cana-1746	311	1	devlin	devlin	PROPN
cana-1746	311	2	,	,	PUNCT
cana-1746	311	3	j.	j.	PROPN
cana-1746	311	4	,	,	PUNCT
cana-1746	311	5	chang	chang	PROPN
cana-1746	311	6	,	,	PUNCT
cana-1746	311	7	m.	m.	PROPN
cana-1746	311	8	w.	w.	PROPN
cana-1746	311	9	,	,	PUNCT
cana-1746	311	10	lee	lee	PROPN
cana-1746	311	11	,	,	PUNCT
cana-1746	311	12	k.	k.	PROPN
cana-1746	311	13	,	,	PUNCT
cana-1746	311	14	&	&	CCONJ
cana-1746	311	15	toutanova	toutanova	PROPN
cana-1746	311	16	,	,	PUNCT
cana-1746	311	17	k.	k.	PROPN
cana-1746	311	18	,	,	PUNCT
cana-1746	311	19	(	(	PUNCT
cana-1746	311	20	2018	2018	NUM
cana-1746	311	21	)	)	PUNCT
cana-1746	311	22	,	,	PUNCT
cana-1746	311	23	introduced	introduce	VERB
cana-1746	311	24	the	the	DET
cana-1746	311	25	bidirectional	bidirectional	ADJ
cana-1746	311	26	transformers	transformer	NOUN
cana-1746	311	27	for	for	ADP
cana-1746	311	28	deep	deep	ADJ
cana-1746	311	29	learning	learning	NOUN
cana-1746	311	30	combining	combine	VERB
cana-1746	311	31	masked	mask	VERB
cana-1746	311	32	language	language	NOUN
cana-1746	311	33	modelling	modelling	NOUN
cana-1746	311	34	and	and	CCONJ
cana-1746	311	35	prediction	prediction	NOUN
cana-1746	311	36	of	of	ADP
cana-1746	311	37	next	next	ADJ
cana-1746	311	38	sentence	sentence	NOUN
cana-1746	311	39	.	.	PUNCT
cana-1746	312	1	this	this	DET
cana-1746	312	2	model	model	NOUN
cana-1746	312	3	bert	bert	PROPN
cana-1746	312	4	sets	set	VERB
cana-1746	312	5	a	a	DET
cana-1746	312	6	new	new	ADJ
cana-1746	312	7	standard	standard	NOUN
cana-1746	312	8	in	in	ADP
cana-1746	312	9	the	the	DET
cana-1746	312	10	nlp	nlp	NOUN
cana-1746	312	11	processing	processing	NOUN
cana-1746	312	12	.	.	PUNCT
cana-1746	313	1	reimers	reimer	NOUN
cana-1746	313	2	,	,	PUNCT
cana-1746	313	3	n.	n.	NOUN
cana-1746	313	4	,	,	PUNCT
cana-1746	313	5	&	&	CCONJ
cana-1746	313	6	gurevych	gurevych	PROPN
cana-1746	313	7	,	,	PUNCT
cana-1746	313	8	i.	i.	NOUN
cana-1746	313	9	(	(	PUNCT
cana-1746	313	10	2019	2019	NUM
cana-1746	313	11	)	)	PUNCT
cana-1746	313	12	,	,	PUNCT
cana-1746	313	13	represented	represent	VERB
cana-1746	313	14	the	the	DET
cana-1746	313	15	fine	fine	ADJ
cana-1746	313	16	tunned	tun	VERB
cana-1746	313	17	bert	bert	PROPN
cana-1746	313	18	model	model	NOUN
cana-1746	313	19	as	as	ADP
cana-1746	313	20	sentence	sentence	NOUN
cana-1746	313	21	-	-	PUNCT
cana-1746	313	22	bert	bert	NOUN
cana-1746	313	23	which	which	PRON
cana-1746	313	24	improves	improve	VERB
cana-1746	313	25	the	the	DET
cana-1746	313	26	sentence	sentence	NOUN
cana-1746	313	27	embedding	embed	VERB
cana-1746	313	28	quality	quality	NOUN
cana-1746	313	29	.	.	PUNCT
cana-1746	314	1	the	the	DET
cana-1746	314	2	model	model	NOUN
cana-1746	314	3	performed	perform	VERB
cana-1746	314	4	well	well	ADV
cana-1746	314	5	in	in	ADP
cana-1746	314	6	capturing	capture	VERB
cana-1746	314	7	the	the	DET
cana-1746	314	8	semantic	semantic	ADJ
cana-1746	314	9	similarity	similarity	NOUN
cana-1746	314	10	for	for	ADP
cana-1746	314	11	the	the	DET
cana-1746	314	12	sentences	sentence	NOUN
cana-1746	314	13	.	.	PUNCT
cana-1746	315	1	malik	malik	PROPN
cana-1746	315	2	,	,	PUNCT
cana-1746	315	3	k.	k.	PROPN
cana-1746	315	4	,	,	PUNCT
cana-1746	315	5	&	&	CCONJ
cana-1746	315	6	gupta	gupta	PROPN
cana-1746	315	7	,	,	PUNCT
cana-1746	315	8	a.	a.	NOUN
cana-1746	315	9	(	(	PUNCT
cana-1746	315	10	2011	2011	NUM
cana-1746	315	11	)	)	PUNCT
cana-1746	315	12	,	,	PUNCT
cana-1746	315	13	represented	represent	VERB
cana-1746	315	14	the	the	DET
cana-1746	315	15	reviews	review	NOUN
cana-1746	315	16	on	on	ADP
cana-1746	315	17	rule	rule	NOUN
cana-1746	315	18	-	-	PUNCT
cana-1746	315	19	based	base	VERB
cana-1746	315	20	,	,	PUNCT
cana-1746	315	21	statistical	statistical	ADJ
cana-1746	315	22	and	and	CCONJ
cana-1746	315	23	hybrid	hybrid	ADJ
cana-1746	315	24	transcription	transcription	NOUN
cana-1746	315	25	methods	method	NOUN
cana-1746	315	26	contributing	contribute	VERB
cana-1746	315	27	information	information	NOUN
cana-1746	315	28	in	in	ADP
cana-1746	315	29	the	the	DET
cana-1746	315	30	transcription	transcription	NOUN
cana-1746	315	31	communications	communication	NOUN
cana-1746	315	32	on	on	ADP
cana-1746	315	33	applied	apply	VERB
cana-1746	315	34	nonlinear	nonlinear	ADJ
cana-1746	315	35	analysis	analysis	NOUN
cana-1746	315	36	issn	issn	NOUN
cana-1746	315	37	:	:	PUNCT
cana-1746	315	38	1074	1074	NUM
cana-1746	315	39	-	-	PUNCT
cana-1746	315	40	133x	133x	NUM
cana-1746	315	41	vol	vol	NOUN
cana-1746	315	42	32	32	NUM
cana-1746	315	43	no	no	NOUN
cana-1746	315	44	.	.	NOUN
cana-1746	315	45	2	2	NUM
cana-1746	315	46	(	(	PUNCT
cana-1746	315	47	2025	2025	NUM
cana-1746	315	48	)	)	PUNCT
cana-1746	315	49	349	349	NUM
cana-1746	315	50	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	315	51	field	field	NOUN
cana-1746	315	52	of	of	ADP
cana-1746	315	53	indian	indian	ADJ
cana-1746	315	54	languages	language	NOUN
cana-1746	315	55	.	.	PUNCT
cana-1746	316	1	the	the	DET
cana-1746	316	2	paper	paper	NOUN
cana-1746	316	3	provides	provide	VERB
cana-1746	316	4	the	the	DET
cana-1746	316	5	advantages	advantage	NOUN
cana-1746	316	6	to	to	PART
cana-1746	316	7	adapt	adapt	VERB
cana-1746	316	8	different	different	ADJ
cana-1746	316	9	transcription	transcription	NOUN
cana-1746	316	10	for	for	ADP
cana-1746	316	11	the	the	DET
cana-1746	316	12	regional	regional	ADJ
cana-1746	316	13	languages	language	NOUN
cana-1746	316	14	.	.	PUNCT
cana-1746	317	1	wu	wu	PROPN
cana-1746	317	2	,	,	PUNCT
cana-1746	317	3	y.	y.	PROPN
cana-1746	317	4	,	,	PUNCT
cana-1746	317	5	schuster	schuster	PROPN
cana-1746	317	6	,	,	PUNCT
cana-1746	317	7	m.	m.	NOUN
cana-1746	317	8	,	,	PUNCT
cana-1746	317	9	chen	chen	PROPN
cana-1746	317	10	,	,	PUNCT
cana-1746	317	11	z.	z.	PROPN
cana-1746	317	12	,	,	PUNCT
cana-1746	317	13	le	le	PROPN
cana-1746	317	14	,	,	PUNCT
cana-1746	317	15	q.	q.	PROPN
cana-1746	317	16	v.	v.	PROPN
cana-1746	317	17	,	,	PUNCT
cana-1746	317	18	norouzi	norouzi	PROPN
cana-1746	317	19	,	,	PUNCT
cana-1746	317	20	m.	m.	NOUN
cana-1746	317	21	,	,	PUNCT
cana-1746	317	22	&	&	CCONJ
cana-1746	317	23	macherey	macherey	PROPN
cana-1746	317	24	,	,	PUNCT
cana-1746	317	25	w	w	PROPN
cana-1746	317	26	(	(	PUNCT
cana-1746	317	27	2016	2016	NUM
cana-1746	317	28	)	)	PUNCT
cana-1746	317	29	,	,	PUNCT
cana-1746	317	30	presented	present	VERB
cana-1746	317	31	the	the	DET
cana-1746	317	32	advanced	advanced	ADJ
cana-1746	317	33	machine	machine	NOUN
cana-1746	317	34	transcription	transcription	NOUN
cana-1746	317	35	using	use	VERB
cana-1746	317	36	the	the	DET
cana-1746	317	37	neural	neural	ADJ
cana-1746	317	38	networks	network	NOUN
cana-1746	317	39	and	and	CCONJ
cana-1746	317	40	attentions	attention	NOUN
cana-1746	317	41	mechanism	mechanism	NOUN
cana-1746	317	42	as	as	ADP
cana-1746	317	43	google	google	PROPN
cana-1746	317	44	’s	’s	PART
cana-1746	317	45	neural	neural	ADJ
cana-1746	317	46	machine	machine	NOUN
cana-1746	317	47	translation	translation	NOUN
cana-1746	317	48	(	(	PUNCT
cana-1746	317	49	nmt	nmt	NOUN
cana-1746	317	50	)	)	PUNCT
cana-1746	317	51	system	system	NOUN
cana-1746	317	52	.	.	PUNCT
cana-1746	318	1	chen	chen	PROPN
cana-1746	318	2	,	,	PUNCT
cana-1746	318	3	x.	x.	PROPN
cana-1746	318	4	,	,	PUNCT
cana-1746	318	5	zhu	zhu	PROPN
cana-1746	318	6	,	,	PUNCT
cana-1746	318	7	x.	x.	PROPN
cana-1746	318	8	,	,	PUNCT
cana-1746	318	9	wang	wang	PROPN
cana-1746	318	10	,	,	PUNCT
cana-1746	318	11	y.	y.	PROPN
cana-1746	318	12	,	,	PUNCT
cana-1746	318	13	&	&	CCONJ
cana-1746	318	14	wei	wei	PROPN
cana-1746	318	15	,	,	PUNCT
cana-1746	318	16	f.	f.	PROPN
cana-1746	318	17	(	(	PUNCT
cana-1746	318	18	2020	2020	NUM
cana-1746	318	19	)	)	PUNCT
cana-1746	318	20	.	.	PUNCT
cana-1746	318	21	,	,	PUNCT
cana-1746	318	22	depicts	depict	VERB
cana-1746	318	23	the	the	DET
cana-1746	318	24	survey	survey	NOUN
cana-1746	318	25	of	of	ADP
cana-1746	318	26	handling	handle	VERB
cana-1746	318	27	multiple	multiple	ADJ
cana-1746	318	28	languages	language	NOUN
cana-1746	318	29	including	include	VERB
cana-1746	318	30	approaches	approach	NOUN
cana-1746	318	31	embedding	embed	VERB
cana-1746	318	32	-	-	PUNCT
cana-1746	318	33	based	base	VERB
cana-1746	318	34	,	,	PUNCT
cana-1746	318	35	transformer	transformer	NOUN
cana-1746	318	36	models	model	NOUN
cana-1746	318	37	and	and	CCONJ
cana-1746	318	38	sequence	sequence	NOUN
cana-1746	318	39	modes	mode	NOUN
cana-1746	318	40	.	.	PUNCT
cana-1746	319	1	the	the	DET
cana-1746	319	2	survey	survey	NOUN
cana-1746	319	3	helps	help	VERB
cana-1746	319	4	the	the	DET
cana-1746	319	5	researchers	researcher	NOUN
cana-1746	319	6	in	in	ADP
cana-1746	319	7	understanding	understand	VERB
cana-1746	319	8	the	the	DET
cana-1746	319	9	potential	potential	NOUN
cana-1746	319	10	and	and	CCONJ
cana-1746	319	11	limitations	limitation	NOUN
cana-1746	319	12	of	of	ADP
cana-1746	319	13	these	these	DET
cana-1746	319	14	techniques	technique	NOUN
cana-1746	319	15	in	in	ADP
cana-1746	319	16	cross	cross	PROPN
cana-1746	319	17	lingual	lingual	PROPN
cana-1746	319	18	study	study	PROPN
cana-1746	319	19	.	.	PUNCT
cana-1746	320	1	kumar	kumar	PROPN
cana-1746	320	2	,	,	PUNCT
cana-1746	320	3	a.	a.	PROPN
cana-1746	320	4	,	,	PUNCT
cana-1746	320	5	&	&	CCONJ
cana-1746	320	6	sharma	sharma	PROPN
cana-1746	320	7	,	,	PUNCT
cana-1746	320	8	r.	r.	PROPN
cana-1746	320	9	(	(	PUNCT
cana-1746	320	10	2021	2021	NUM
cana-1746	320	11	)	)	PUNCT
cana-1746	320	12	,	,	PUNCT
cana-1746	320	13	provide	provide	VERB
cana-1746	320	14	the	the	DET
cana-1746	320	15	significant	significant	ADJ
cana-1746	320	16	study	study	NOUN
cana-1746	320	17	of	of	ADP
cana-1746	320	18	neural	neural	ADJ
cana-1746	320	19	network	network	NOUN
cana-1746	320	20	models	model	NOUN
cana-1746	320	21	such	such	ADJ
cana-1746	320	22	as	as	ADP
cana-1746	320	23	cnn	cnn	PROPN
cana-1746	320	24	,	,	PUNCT
cana-1746	320	25	rnn	rnn	NOUN
cana-1746	320	26	and	and	CCONJ
cana-1746	320	27	transformers	transformer	NOUN
cana-1746	320	28	.	.	PUNCT
cana-1746	321	1	these	these	DET
cana-1746	321	2	models	model	NOUN
cana-1746	321	3	address	address	VERB
cana-1746	321	4	the	the	DET
cana-1746	321	5	challenges	challenge	NOUN
cana-1746	321	6	while	while	SCONJ
cana-1746	321	7	dealing	deal	VERB
cana-1746	321	8	with	with	ADP
cana-1746	321	9	the	the	DET
cana-1746	321	10	multilingual	multilingual	ADJ
cana-1746	321	11	and	and	CCONJ
cana-1746	321	12	cross	cross	ADJ
cana-1746	321	13	-	-	ADJ
cana-1746	321	14	lingual	lingual	ADJ
cana-1746	321	15	tasks	task	NOUN
cana-1746	321	16	.	.	PUNCT
cana-1746	322	1	the	the	DET
cana-1746	322	2	study	study	NOUN
cana-1746	322	3	shows	show	VERB
cana-1746	322	4	that	that	SCONJ
cana-1746	322	5	neural	neural	ADJ
cana-1746	322	6	network	network	NOUN
cana-1746	322	7	models	model	NOUN
cana-1746	322	8	improve	improve	VERB
cana-1746	322	9	the	the	DET
cana-1746	322	10	computational	computational	ADJ
cana-1746	322	11	efficiency	efficiency	NOUN
cana-1746	322	12	in	in	ADP
cana-1746	322	13	the	the	DET
cana-1746	322	14	work	work	NOUN
cana-1746	322	15	of	of	ADP
cana-1746	322	16	cross	cross	PROPN
cana-1746	322	17	lingual	lingual	PROPN
cana-1746	322	18	models	model	NOUN
cana-1746	322	19	and	and	CCONJ
cana-1746	322	20	can	can	AUX
cana-1746	322	21	handle	handle	VERB
cana-1746	322	22	the	the	DET
cana-1746	322	23	multilingual	multilingual	ADJ
cana-1746	322	24	task	task	NOUN
cana-1746	322	25	in	in	ADP
cana-1746	322	26	for	for	ADP
cana-1746	322	27	indian	indian	ADJ
cana-1746	322	28	languages	language	NOUN
cana-1746	322	29	too	too	ADV
cana-1746	322	30	.	.	PUNCT
cana-1746	323	1	a.	a.	NOUN
cana-1746	323	2	,	,	PUNCT
cana-1746	323	3	grave	grave	NOUN
cana-1746	323	4	,	,	PUNCT
cana-1746	323	5	e.	e.	PROPN
cana-1746	323	6	,	,	PUNCT
cana-1746	323	7	bojanowski	bojanowski	VERB
cana-1746	323	8	,	,	PUNCT
cana-1746	323	9	p.	p.	NOUN
cana-1746	323	10	,	,	PUNCT
cana-1746	323	11	mikolov	mikolov	PROPN
cana-1746	323	12	,	,	PUNCT
cana-1746	323	13	t.	t.	PROPN
cana-1746	323	14	,	,	PUNCT
cana-1746	323	15	&	&	CCONJ
cana-1746	323	16	word2vec	word2vec	X
cana-1746	323	17	,	,	PUNCT
cana-1746	323	18	p.	p.	NOUN
cana-1746	323	19	(	(	PUNCT
cana-1746	323	20	2017	2017	NUM
cana-1746	323	21	)	)	PUNCT
cana-1746	323	22	.	.	PUNCT
cana-1746	324	1	,	,	PUNCT
cana-1746	324	2	the	the	DET
cana-1746	324	3	paper	paper	NOUN
cana-1746	324	4	demonstrated	demonstrate	VERB
cana-1746	324	5	the	the	DET
cana-1746	324	6	improved	improved	ADJ
cana-1746	324	7	text	text	NOUN
cana-1746	324	8	classification	classification	NOUN
cana-1746	324	9	models	model	NOUN
cana-1746	324	10	which	which	PRON
cana-1746	324	11	are	be	AUX
cana-1746	324	12	based	base	VERB
cana-1746	324	13	on	on	ADP
cana-1746	324	14	word	word	NOUN
cana-1746	324	15	embeddings	embedding	NOUN
cana-1746	324	16	,	,	PUNCT
cana-1746	324	17	n	n	CCONJ
cana-1746	324	18	-	-	PUNCT
cana-1746	324	19	grams	gram	NOUN
cana-1746	324	20	.	.	PUNCT
cana-1746	325	1	this	this	DET
cana-1746	325	2	study	study	NOUN
cana-1746	325	3	shows	show	VERB
cana-1746	325	4	that	that	PRON
cana-1746	325	5	demonstrated	demonstrate	VERB
cana-1746	325	6	models	model	NOUN
cana-1746	325	7	are	be	AUX
cana-1746	325	8	computationally	computationally	ADV
cana-1746	325	9	efficient	efficient	ADJ
cana-1746	325	10	and	and	CCONJ
cana-1746	325	11	also	also	ADV
cana-1746	325	12	enhances	enhance	VERB
cana-1746	325	13	the	the	DET
cana-1746	325	14	speed	speed	NOUN
cana-1746	325	15	and	and	CCONJ
cana-1746	325	16	performance	performance	NOUN
cana-1746	325	17	of	of	ADP
cana-1746	325	18	the	the	DET
cana-1746	325	19	different	different	ADJ
cana-1746	325	20	nlp	nlp	NOUN
cana-1746	325	21	tasks	task	NOUN
cana-1746	325	22	.	.	PUNCT
cana-1746	326	1	zhang	zhang	PROPN
cana-1746	326	2	,	,	PUNCT
cana-1746	326	3	y.	y.	PROPN
cana-1746	326	4	,	,	PUNCT
cana-1746	326	5	&	&	CCONJ
cana-1746	326	6	wang	wang	PROPN
cana-1746	326	7	,	,	PUNCT
cana-1746	326	8	j.	j.	PROPN
cana-1746	326	9	,	,	PUNCT
cana-1746	326	10	(	(	PUNCT
cana-1746	326	11	2019	2019	NUM
cana-1746	326	12	)	)	PUNCT
cana-1746	326	13	,	,	PUNCT
cana-1746	326	14	reviews	review	VERB
cana-1746	326	15	the	the	DET
cana-1746	326	16	core	core	ADJ
cana-1746	326	17	algorithms	algorithm	NOUN
cana-1746	326	18	of	of	ADP
cana-1746	326	19	neural	neural	ADJ
cana-1746	326	20	machine	machine	NOUN
cana-1746	326	21	translation	translation	NOUN
cana-1746	326	22	(	(	PUNCT
cana-1746	326	23	nmt	nmt	PROPN
cana-1746	326	24	)	)	PUNCT
cana-1746	326	25	which	which	PRON
cana-1746	326	26	includes	include	VERB
cana-1746	326	27	recurrent	recurrent	ADJ
cana-1746	326	28	neural	neural	ADJ
cana-1746	326	29	network	network	NOUN
cana-1746	326	30	(	(	PUNCT
cana-1746	326	31	rnn	rnn	PROPN
cana-1746	326	32	)	)	PUNCT
cana-1746	326	33	,	,	PUNCT
cana-1746	326	34	attention	attention	NOUN
cana-1746	326	35	models	model	NOUN
cana-1746	326	36	,	,	PUNCT
cana-1746	326	37	and	and	CCONJ
cana-1746	326	38	transformer	transformer	NOUN
cana-1746	326	39	models	model	NOUN
cana-1746	326	40	and	and	CCONJ
cana-1746	326	41	provides	provide	VERB
cana-1746	326	42	the	the	DET
cana-1746	326	43	performance	performance	NOUN
cana-1746	326	44	shows	show	NOUN
cana-1746	326	45	in	in	ADP
cana-1746	326	46	terms	term	NOUN
cana-1746	326	47	of	of	ADP
cana-1746	326	48	accuracy	accuracy	NOUN
cana-1746	326	49	and	and	CCONJ
cana-1746	326	50	blue	blue	ADJ
cana-1746	326	51	score	score	NOUN
cana-1746	326	52	which	which	PRON
cana-1746	326	53	shows	show	VERB
cana-1746	326	54	enhancement	enhancement	NOUN
cana-1746	326	55	in	in	ADP
cana-1746	326	56	the	the	DET
cana-1746	326	57	several	several	ADJ
cana-1746	326	58	language	language	NOUN
cana-1746	326	59	pairs	pair	NOUN
cana-1746	326	60	such	such	ADJ
cana-1746	326	61	as	as	ADP
cana-1746	326	62	german	german	ADJ
cana-1746	326	63	and	and	CCONJ
cana-1746	326	64	french	french	ADJ
cana-1746	326	65	with	with	ADP
cana-1746	326	66	english	english	PROPN
cana-1746	326	67	.	.	PUNCT
cana-1746	327	1	santos	santos	PROPN
cana-1746	327	2	,	,	PUNCT
cana-1746	327	3	c.	c.	PROPN
cana-1746	327	4	,	,	PUNCT
cana-1746	327	5	&	&	CCONJ
cana-1746	327	6	sennrich	sennrich	PROPN
cana-1746	327	7	,	,	PUNCT
cana-1746	327	8	r.	r.	PROPN
cana-1746	327	9	,	,	PUNCT
cana-1746	327	10	(	(	PUNCT
cana-1746	327	11	2019	2019	NUM
cana-1746	327	12	)	)	PUNCT
cana-1746	327	13	,	,	PUNCT
cana-1746	327	14	provides	provide	VERB
cana-1746	327	15	the	the	DET
cana-1746	327	16	phoneme	phoneme	NOUN
cana-1746	327	17	-	-	PUNCT
cana-1746	327	18	based	base	VERB
cana-1746	327	19	encoder	encoder	NOUN
cana-1746	327	20	model	model	NOUN
cana-1746	327	21	achieving	achieve	VERB
cana-1746	327	22	the	the	DET
cana-1746	327	23	codeswitching	codeswitche	VERB
cana-1746	327	24	accuracy	accuracy	NOUN
cana-1746	327	25	of	of	ADP
cana-1746	327	26	88	88	NUM
cana-1746	327	27	%	%	NOUN
cana-1746	327	28	and	and	CCONJ
cana-1746	327	29	the	the	DET
cana-1746	327	30	blue	blue	ADJ
cana-1746	327	31	score	score	NOUN
cana-1746	327	32	of	of	ADP
cana-1746	327	33	82.3	82.3	NUM
cana-1746	327	34	%	%	NOUN
cana-1746	327	35	.	.	PUNCT
cana-1746	328	1	singh	singh	PROPN
cana-1746	328	2	,	,	PUNCT
cana-1746	328	3	s.	s.	PROPN
cana-1746	328	4	,	,	PUNCT
cana-1746	328	5	&	&	CCONJ
cana-1746	328	6	sharma	sharma	PROPN
cana-1746	328	7	,	,	PUNCT
cana-1746	328	8	a.	a.	NOUN
cana-1746	328	9	,	,	PUNCT
cana-1746	328	10	(	(	PUNCT
cana-1746	328	11	2020	2020	NUM
cana-1746	328	12	)	)	PUNCT
cana-1746	328	13	,	,	PUNCT
cana-1746	328	14	the	the	DET
cana-1746	328	15	authors	author	NOUN
cana-1746	328	16	have	have	AUX
cana-1746	328	17	proposed	propose	VERB
cana-1746	328	18	a	a	DET
cana-1746	328	19	methodology	methodology	NOUN
cana-1746	328	20	for	for	ADP
cana-1746	328	21	the	the	DET
cana-1746	328	22	cross	cross	ADJ
cana-1746	328	23	-	-	ADJ
cana-1746	328	24	language	language	ADJ
cana-1746	328	25	information	information	NOUN
cana-1746	328	26	retrieval	retrieval	NOUN
cana-1746	328	27	in	in	ADP
cana-1746	328	28	the	the	DET
cana-1746	328	29	form	form	NOUN
cana-1746	328	30	of	of	ADP
cana-1746	328	31	text	text	NOUN
cana-1746	328	32	classification	classification	NOUN
cana-1746	328	33	for	for	ADP
cana-1746	328	34	the	the	DET
cana-1746	328	35	indian	indian	ADJ
cana-1746	328	36	languages	language	NOUN
cana-1746	328	37	.	.	PUNCT
cana-1746	329	1	the	the	DET
cana-1746	329	2	proposed	propose	VERB
cana-1746	329	3	finetuned	finetune	VERB
cana-1746	329	4	bert	bert	PROPN
cana-1746	329	5	model	model	NOUN
cana-1746	329	6	providing	provide	VERB
cana-1746	329	7	an	an	DET
cana-1746	329	8	accuracy	accuracy	NOUN
cana-1746	329	9	of	of	ADP
cana-1746	329	10	72.3	72.3	NUM
cana-1746	329	11	%	%	NOUN
cana-1746	329	12	and	and	CCONJ
cana-1746	329	13	the	the	DET
cana-1746	329	14	blue	blue	ADJ
cana-1746	329	15	score	score	NOUN
cana-1746	329	16	around	around	ADP
cana-1746	329	17	61.6	61.6	NUM
cana-1746	329	18	%	%	NOUN
cana-1746	329	19	.	.	PUNCT
cana-1746	330	1	in	in	ADP
cana-1746	330	2	recent	recent	ADJ
cana-1746	330	3	years	year	NOUN
cana-1746	330	4	,	,	PUNCT
cana-1746	330	5	2022	2022	NUM
cana-1746	330	6	mane	mane	NOUN
cana-1746	330	7	et	et	PROPN
cana-1746	330	8	.	.	PUNCT
cana-1746	331	1	al	al	PROPN
cana-1746	331	2	proposed	propose	VERB
cana-1746	331	3	ccnn	ccnn	PROPN
cana-1746	331	4	based	base	VERB
cana-1746	331	5	models	model	NOUN
cana-1746	331	6	for	for	ADP
cana-1746	331	7	pattern	pattern	NOUN
cana-1746	331	8	classification	classification	NOUN
cana-1746	331	9	in	in	ADP
cana-1746	331	10	which	which	PRON
cana-1746	331	11	deep	deep	ADJ
cana-1746	331	12	learning	learning	NOUN
cana-1746	331	13	based	base	VERB
cana-1746	331	14	models	model	NOUN
cana-1746	331	15	have	have	AUX
cana-1746	331	16	used	use	VERB
cana-1746	331	17	for	for	ADP
cana-1746	331	18	extracting	extract	VERB
cana-1746	331	19	hidden	hidden	ADJ
cana-1746	331	20	features	feature	NOUN
cana-1746	331	21	.	.	PUNCT
cana-1746	332	1	prakash	prakash	PROPN
cana-1746	332	2	,	,	PUNCT
cana-1746	332	3	r.	r.	PROPN
cana-1746	332	4	,	,	PUNCT
cana-1746	332	5	&	&	CCONJ
cana-1746	332	6	agarwal	agarwal	PROPN
cana-1746	332	7	,	,	PUNCT
cana-1746	332	8	a.	a.	NOUN
cana-1746	332	9	(	(	PUNCT
cana-1746	332	10	2021	2021	NUM
cana-1746	332	11	)	)	PUNCT
cana-1746	332	12	,	,	PUNCT
cana-1746	332	13	focuses	focus	VERB
cana-1746	332	14	on	on	ADP
cana-1746	332	15	the	the	DET
cana-1746	332	16	morphology	morphology	NOUN
cana-1746	332	17	analogy	analogy	NOUN
cana-1746	332	18	of	of	ADP
cana-1746	332	19	the	the	DET
cana-1746	332	20	indic	indic	ADJ
cana-1746	332	21	languages	language	NOUN
cana-1746	332	22	implementing	implement	VERB
cana-1746	332	23	fine	fine	ADV
cana-1746	332	24	-	-	PUNCT
cana-1746	332	25	tuned	tune	VERB
cana-1746	332	26	bert	bert	NOUN
cana-1746	332	27	and	and	CCONJ
cana-1746	332	28	mbert	mbert	NOUN
cana-1746	332	29	algorithms	algorithm	NOUN
cana-1746	332	30	for	for	ADP
cana-1746	332	31	themultiple	themultiple	PRON
cana-1746	332	32	scripts	script	NOUN
cana-1746	332	33	(	(	PUNCT
cana-1746	332	34	devanagari	devanagari	NOUN
cana-1746	332	35	,	,	PUNCT
cana-1746	332	36	bengali	bengali	PROPN
cana-1746	332	37	,	,	PUNCT
cana-1746	332	38	tamil	tamil	PROPN
cana-1746	332	39	etc	etc	X
cana-1746	332	40	)	)	PUNCT
cana-1746	332	41	with	with	ADP
cana-1746	332	42	normalization	normalization	NOUN
cana-1746	332	43	techniques	technique	NOUN
cana-1746	332	44	to	to	PART
cana-1746	332	45	handle	handle	VERB
cana-1746	332	46	different	different	ADJ
cana-1746	332	47	scripts	script	NOUN
cana-1746	332	48	and	and	CCONJ
cana-1746	332	49	encoding	encoding	NOUN
cana-1746	332	50	.	.	PUNCT
cana-1746	333	1	the	the	DET
cana-1746	333	2	proposed	propose	VERB
cana-1746	333	3	model	model	NOUN
cana-1746	333	4	achieves	achieve	VERB
cana-1746	333	5	the	the	DET
cana-1746	333	6	accuracy	accuracy	NOUN
cana-1746	333	7	of	of	ADP
cana-1746	333	8	85	85	NUM
cana-1746	333	9	%	%	NOUN
cana-1746	333	10	and	and	CCONJ
cana-1746	333	11	blue	blue	ADJ
cana-1746	333	12	score	score	NOUN
cana-1746	333	13	of	of	ADP
cana-1746	333	14	78.5	78.5	NUM
cana-1746	333	15	.	.	PUNCT
cana-1746	334	1	kumar	kumar	PROPN
cana-1746	334	2	,	,	PUNCT
cana-1746	334	3	s.	s.	PROPN
cana-1746	334	4	,	,	PUNCT
cana-1746	334	5	&	&	CCONJ
cana-1746	334	6	ranjan	ranjan	PROPN
cana-1746	334	7	,	,	PUNCT
cana-1746	334	8	p.	p.	PROPN
cana-1746	334	9	(	(	PUNCT
cana-1746	334	10	2022),the	2022),the	DET
cana-1746	334	11	authors	author	NOUN
cana-1746	334	12	addressed	address	VERB
cana-1746	334	13	the	the	DET
cana-1746	334	14	complexities	complexity	NOUN
cana-1746	334	15	in	in	ADP
cana-1746	334	16	the	the	DET
cana-1746	334	17	processing	processing	NOUN
cana-1746	334	18	for	for	ADP
cana-1746	334	19	different	different	ADJ
cana-1746	334	20	script	script	NOUN
cana-1746	334	21	in	in	ADP
cana-1746	334	22	the	the	DET
cana-1746	334	23	nlp	nlp	NOUN
cana-1746	334	24	tasks	task	NOUN
cana-1746	334	25	.	.	PUNCT
cana-1746	335	1	the	the	DET
cana-1746	335	2	authors	author	NOUN
cana-1746	335	3	have	have	AUX
cana-1746	335	4	used	use	VERB
cana-1746	335	5	the	the	DET
cana-1746	335	6	language	language	NOUN
cana-1746	335	7	specific	specific	ADJ
cana-1746	335	8	tokenization	tokenization	NOUN
cana-1746	335	9	,	,	PUNCT
cana-1746	335	10	implemented	implement	VERB
cana-1746	335	11	fined	fine	VERB
cana-1746	335	12	tuned	tune	VERB
cana-1746	335	13	deep	deep	ADJ
cana-1746	335	14	learning	learning	NOUN
cana-1746	335	15	models	model	NOUN
cana-1746	335	16	.	.	PUNCT
cana-1746	336	1	the	the	DET
cana-1746	336	2	proposed	propose	VERB
cana-1746	336	3	models	model	NOUN
cana-1746	336	4	show	show	VERB
cana-1746	336	5	the	the	DET
cana-1746	336	6	optimized	optimize	VERB
cana-1746	336	7	and	and	CCONJ
cana-1746	336	8	enhanced	enhanced	ADJ
cana-1746	336	9	performance	performance	NOUN
cana-1746	336	10	in	in	ADP
cana-1746	336	11	the	the	DET
cana-1746	336	12	form	form	NOUN
cana-1746	336	13	of	of	ADP
cana-1746	336	14	metrics	metric	NOUN
cana-1746	336	15	accuracy	accuracy	NOUN
cana-1746	336	16	of	of	ADP
cana-1746	336	17	81	81	NUM
cana-1746	336	18	%	%	NOUN
cana-1746	336	19	and	and	CCONJ
cana-1746	336	20	blue	blue	ADJ
cana-1746	336	21	score	score	NOUN
cana-1746	336	22	81.2	81.2	NUM
cana-1746	336	23	.	.	PUNCT
cana-1746	337	1	the	the	DET
cana-1746	337	2	model	model	NOUN
cana-1746	337	3	is	be	AUX
cana-1746	337	4	helpful	helpful	ADJ
cana-1746	337	5	in	in	ADP
cana-1746	337	6	processing	processing	NOUN
cana-1746	337	7	in	in	ADP
cana-1746	337	8	multiple	multiple	ADJ
cana-1746	337	9	indian	indian	ADJ
cana-1746	337	10	languages	language	NOUN
cana-1746	337	11	.	.	PUNCT
cana-1746	338	1	the	the	DET
cana-1746	338	2	fig	fig	NOUN
cana-1746	338	3	.	.	PUNCT
cana-1746	338	4	1	1	NUM
cana-1746	338	5	shows	show	VERB
cana-1746	338	6	the	the	DET
cana-1746	338	7	summarization	summarization	NOUN
cana-1746	338	8	of	of	ADP
cana-1746	338	9	the	the	DET
cana-1746	338	10	various	various	ADJ
cana-1746	338	11	communications	communication	NOUN
cana-1746	338	12	on	on	ADP
cana-1746	338	13	applied	apply	VERB
cana-1746	338	14	nonlinear	nonlinear	ADJ
cana-1746	338	15	analysis	analysis	NOUN
cana-1746	338	16	issn	issn	NOUN
cana-1746	338	17	:	:	PUNCT
cana-1746	338	18	1074	1074	NUM
cana-1746	338	19	-	-	PUNCT
cana-1746	338	20	133x	133x	NUM
cana-1746	338	21	vol	vol	NOUN
cana-1746	338	22	32	32	NUM
cana-1746	338	23	no	no	NOUN
cana-1746	338	24	.	.	NOUN
cana-1746	338	25	2	2	NUM
cana-1746	338	26	(	(	PUNCT
cana-1746	338	27	2025	2025	NUM
cana-1746	338	28	)	)	PUNCT
cana-1746	338	29	350	350	NUM
cana-1746	338	30	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	338	31	3	3	NUM
cana-1746	338	32	.	.	NUM
cana-1746	338	33	proposed	propose	VERB
cana-1746	338	34	methodology	methodology	PROPN
cana-1746	338	35	bhajan	bhajan	PROPN
cana-1746	338	36	inputs	input	NOUN
cana-1746	338	37	can	can	AUX
cana-1746	338	38	be	be	AUX
cana-1746	338	39	entered	enter	VERB
cana-1746	338	40	into	into	ADP
cana-1746	338	41	the	the	DET
cana-1746	338	42	system	system	NOUN
cana-1746	338	43	in	in	ADP
cana-1746	338	44	either	either	CCONJ
cana-1746	338	45	devanagari	devanagari	ADJ
cana-1746	338	46	script	script	NOUN
cana-1746	338	47	or	or	CCONJ
cana-1746	338	48	english	english	PROPN
cana-1746	338	49	(	(	PUNCT
cana-1746	338	50	roman	roman	ADJ
cana-1746	338	51	script	script	NOUN
cana-1746	338	52	)	)	PUNCT
cana-1746	338	53	.	.	PUNCT
cana-1746	339	1	because	because	SCONJ
cana-1746	339	2	of	of	ADP
cana-1746	339	3	this	this	DET
cana-1746	339	4	versatility	versatility	NOUN
cana-1746	339	5	,	,	PUNCT
cana-1746	339	6	users	user	NOUN
cana-1746	339	7	can	can	AUX
cana-1746	339	8	enter	enter	VERB
cana-1746	339	9	bhajans	bhajan	NOUN
cana-1746	339	10	in	in	ADP
cana-1746	339	11	the	the	DET
cana-1746	339	12	script	script	NOUN
cana-1746	339	13	that	that	PRON
cana-1746	339	14	most	most	ADJ
cana-1746	339	15	suits	suit	VERB
cana-1746	339	16	them	they	PRON
cana-1746	339	17	.	.	PUNCT
cana-1746	340	1	the	the	DET
cana-1746	340	2	machine	machine	NOUN
cana-1746	340	3	transcription	transcription	NOUN
cana-1746	340	4	based	base	VERB
cana-1746	340	5	cross	cross	PROPN
cana-1746	340	6	language	language	PROPN
cana-1746	340	7	information	information	NOUN
cana-1746	340	8	system	system	NOUN
cana-1746	340	9	's	's	PART
cana-1746	340	10	initial	initial	ADJ
cana-1746	340	11	component	component	NOUN
cana-1746	340	12	is	be	AUX
cana-1746	340	13	the	the	DET
cana-1746	340	14	user	user	NOUN
cana-1746	340	15	query	query	NOUN
cana-1746	340	16	.	.	PUNCT
cana-1746	341	1	this	this	DET
cana-1746	341	2	section	section	NOUN
cana-1746	341	3	is	be	AUX
cana-1746	341	4	crucial	crucial	ADJ
cana-1746	341	5	in	in	ADP
cana-1746	341	6	making	make	VERB
cana-1746	341	7	sure	sure	ADJ
cana-1746	341	8	that	that	SCONJ
cana-1746	341	9	the	the	DET
cana-1746	341	10	user	user	NOUN
cana-1746	341	11	's	's	PART
cana-1746	341	12	input	input	NOUN
cana-1746	341	13	is	be	AUX
cana-1746	341	14	accurately	accurately	ADV
cana-1746	341	15	read	read	VERB
cana-1746	341	16	,	,	PUNCT
cana-1746	341	17	processed	process	VERB
cana-1746	341	18	,	,	PUNCT
cana-1746	341	19	and	and	CCONJ
cana-1746	341	20	transliterated	transliterate	VERB
cana-1746	341	21	into	into	ADP
cana-1746	341	22	a	a	DET
cana-1746	341	23	format	format	NOUN
cana-1746	341	24	that	that	SCONJ
cana-1746	341	25	the	the	DET
cana-1746	341	26	system	system	NOUN
cana-1746	341	27	can	can	AUX
cana-1746	341	28	utilize	utilize	VERB
cana-1746	341	29	to	to	PART
cana-1746	341	30	locate	locate	VERB
cana-1746	341	31	related	related	ADJ
cana-1746	341	32	bhajans	bhajan	NOUN
cana-1746	341	33	.	.	PUNCT
cana-1746	342	1	as	as	SCONJ
cana-1746	342	2	shown	show	VERB
cana-1746	342	3	in	in	ADP
cana-1746	342	4	the	the	DET
cana-1746	342	5	figure	figure	NOUN
cana-1746	342	6	1,the	1,the	NUM
cana-1746	342	7	system	system	NOUN
cana-1746	342	8	determines	determine	VERB
cana-1746	342	9	if	if	SCONJ
cana-1746	342	10	the	the	DET
cana-1746	342	11	input	input	NOUN
cana-1746	342	12	query	query	NOUN
cana-1746	342	13	is	be	AUX
cana-1746	342	14	in	in	ADP
cana-1746	342	15	english	english	NOUN
cana-1746	342	16	or	or	CCONJ
cana-1746	342	17	devanagari	devanagari	NOUN
cana-1746	342	18	by	by	ADP
cana-1746	342	19	detecting	detect	VERB
cana-1746	342	20	its	its	PRON
cana-1746	342	21	language	language	NOUN
cana-1746	342	22	.	.	PUNCT
cana-1746	343	1	because	because	SCONJ
cana-1746	343	2	it	it	PRON
cana-1746	343	3	directs	direct	VERB
cana-1746	343	4	the	the	DET
cana-1746	343	5	following	follow	VERB
cana-1746	343	6	processing	processing	NOUN
cana-1746	343	7	steps	step	NOUN
cana-1746	343	8	and	and	CCONJ
cana-1746	343	9	makes	make	VERB
cana-1746	343	10	sure	sure	ADJ
cana-1746	343	11	the	the	DET
cana-1746	343	12	input	input	NOUN
cana-1746	343	13	is	be	AUX
cana-1746	343	14	processed	process	VERB
cana-1746	343	15	correctly	correctly	ADV
cana-1746	343	16	,	,	PUNCT
cana-1746	343	17	this	this	DET
cana-1746	343	18	phase	phase	NOUN
cana-1746	343	19	is	be	AUX
cana-1746	343	20	essential	essential	ADJ
cana-1746	343	21	.	.	PUNCT
cana-1746	344	1	with	with	ADP
cana-1746	344	2	the	the	DET
cana-1746	344	3	customized	customized	ADJ
cana-1746	344	4	transcription	transcription	NOUN
cana-1746	344	5	,	,	PUNCT
cana-1746	344	6	a	a	DET
cana-1746	344	7	devanagari	devanagari	ADJ
cana-1746	344	8	input	input	NOUN
cana-1746	344	9	query	query	NOUN
cana-1746	344	10	is	be	AUX
cana-1746	344	11	converted	convert	VERB
cana-1746	344	12	to	to	ADP
cana-1746	344	13	a	a	DET
cana-1746	344	14	roman	roman	ADJ
cana-1746	344	15	script	script	NOUN
cana-1746	344	16	.	.	PUNCT
cana-1746	345	1	the	the	DET
cana-1746	345	2	practice	practice	NOUN
cana-1746	345	3	of	of	ADP
cana-1746	345	4	transliterating	transliterate	VERB
cana-1746	345	5	the	the	DET
cana-1746	345	6	query	query	NOUN
cana-1746	345	7	from	from	ADP
cana-1746	345	8	one	one	NUM
cana-1746	345	9	script	script	NOUN
cana-1746	345	10	to	to	ADP
cana-1746	345	11	another	another	PRON
cana-1746	345	12	while	while	SCONJ
cana-1746	345	13	maintaining	maintain	VERB
cana-1746	345	14	phonetic	phonetic	ADJ
cana-1746	345	15	correspondence	correspondence	NOUN
cana-1746	345	16	is	be	AUX
cana-1746	345	17	known	know	VERB
cana-1746	345	18	as	as	ADP
cana-1746	345	19	transcription	transcription	NOUN
cana-1746	345	20	.	.	PUNCT
cana-1746	346	1	by	by	ADP
cana-1746	346	2	standardizing	standardize	VERB
cana-1746	346	3	the	the	DET
cana-1746	346	4	input	input	NOUN
cana-1746	346	5	format	format	NOUN
cana-1746	346	6	,	,	PUNCT
cana-1746	346	7	this	this	DET
cana-1746	346	8	stage	stage	NOUN
cana-1746	346	9	facilitates	facilitate	VERB
cana-1746	346	10	easier	easy	ADJ
cana-1746	346	11	processing	processing	NOUN
cana-1746	346	12	.	.	PUNCT
cana-1746	347	1	as	as	SCONJ
cana-1746	347	2	proposed	propose	VERB
cana-1746	347	3	model	model	NOUN
cana-1746	347	4	outline	outline	VERB
cana-1746	347	5	the	the	DET
cana-1746	347	6	several	several	ADJ
cana-1746	347	7	stages	stage	NOUN
cana-1746	347	8	and	and	CCONJ
cana-1746	347	9	calculations	calculation	NOUN
cana-1746	347	10	involved	involve	VERB
cana-1746	347	11	,	,	PUNCT
cana-1746	347	12	let	let	VERB
cana-1746	347	13	's	us	PRON
cana-1746	347	14	build	build	VERB
cana-1746	347	15	a	a	DET
cana-1746	347	16	mathematical	mathematical	ADJ
cana-1746	347	17	model	model	NOUN
cana-1746	347	18	for	for	ADP
cana-1746	347	19	the	the	DET
cana-1746	347	20	precise	precise	ADJ
cana-1746	347	21	query	query	NOUN
cana-1746	347	22	processing	processing	NOUN
cana-1746	347	23	procedure.let	procedure.let	X
cana-1746	347	24	us	we	PRON
cana-1746	347	25	define	define	VERB
cana-1746	347	26	a	a	DET
cana-1746	347	27	mathematical	mathematical	ADJ
cana-1746	347	28	model	model	NOUN
cana-1746	347	29	for	for	ADP
cana-1746	347	30	the	the	DET
cana-1746	347	31	accurate	accurate	ADJ
cana-1746	347	32	query	query	NOUN
cana-1746	347	33	processing	processing	NOUN
cana-1746	347	34	algorithm	algorithm	NOUN
cana-1746	347	35	,	,	PUNCT
cana-1746	347	36	detailing	detail	VERB
cana-1746	347	37	the	the	DET
cana-1746	347	38	various	various	ADJ
cana-1746	347	39	steps	step	NOUN
cana-1746	347	40	and	and	CCONJ
cana-1746	347	41	computations	computation	NOUN
cana-1746	347	42	involved	involve	VERB
cana-1746	347	43	.	.	PUNCT
cana-1746	348	1	mathematical	mathematical	ADJ
cana-1746	348	2	model	model	NOUN
cana-1746	348	3	:	:	PUNCT
cana-1746	348	4	1	1	X
cana-1746	348	5	.	.	X
cana-1746	348	6	query	query	NOUN
cana-1746	348	7	basis	basis	NOUN
cana-1746	348	8	detection	detection	NOUN
cana-1746	348	9	:	:	PUNCT
cana-1746	348	10	l(q	l(q	PROPN
cana-1746	348	11	)	)	PUNCT
cana-1746	348	12	=	=	PUNCT
cana-1746	348	13	"	"	PUNCT
cana-1746	348	14	english	english	ADJ
cana-1746	348	15	"	"	PUNCT
cana-1746	348	16	if	if	SCONJ
cana-1746	348	17	all	all	DET
cana-1746	348	18	characters	character	NOUN
cana-1746	348	19	in	in	ADP
cana-1746	348	20	q	q	PROPN
cana-1746	348	21	are	be	AUX
cana-1746	348	22	ascii	ascii	ADJ
cana-1746	348	23	"	"	PUNCT
cana-1746	348	24	devanagari	devanagari	NOUN
cana-1746	348	25	"	"	PUNCT
cana-1746	348	26	otherwise	otherwise	ADV
cana-1746	348	27	2	2	NUM
cana-1746	348	28	.	.	X
cana-1746	348	29	transliteration(d→r	transliteration(d→r	NOUN
cana-1746	348	30	)	)	PUNCT
cana-1746	349	1	f1(q	f1(q	NUM
cana-1746	349	2	):	):	PUNCT
cana-1746	349	3	f1(q)=	f1(q)=	VERB
cana-1746	349	4	transliterate	transliterate	VERB
cana-1746	349	5	(	(	PUNCT
cana-1746	349	6	q	q	NOUN
cana-1746	349	7	,	,	PUNCT
cana-1746	349	8	devanagari→roman	devanagari→roman	NOUN
cana-1746	349	9	)	)	PUNCT
cana-1746	349	10	if	if	SCONJ
cana-1746	349	11	l(q)="devanagari	l(q)="devanagari	PROPN
cana-1746	349	12	"	"	PUNCT
cana-1746	349	13	q	q	NOUN
cana-1746	349	14	if	if	SCONJ
cana-1746	349	15	l(q)="english	l(q)="english	PROPN
cana-1746	349	16	"	"	PUNCT
cana-1746	349	17	3	3	NUM
cana-1746	349	18	.	.	PUNCT
cana-1746	350	1	transliteration(r→d	transliteration(r→d	PROPN
cana-1746	350	2	):	):	PUNCT
cana-1746	350	3	f2(q)=	f2(q)=	VERB
cana-1746	350	4	transliterate	transliterate	VERB
cana-1746	350	5	(	(	PUNCT
cana-1746	350	6	q	q	ADJ
cana-1746	350	7	,	,	PUNCT
cana-1746	350	8	devanagari→roman	devanagari→roman	NOUN
cana-1746	350	9	)	)	PUNCT
cana-1746	350	10	if	if	SCONJ
cana-1746	350	11	l(q)="english	l(q)="english	PROPN
cana-1746	350	12	"	"	PUNCT
cana-1746	350	13	f1(q	f1(q	NOUN
cana-1746	350	14	)	)	PUNCT
cana-1746	350	15	if	if	SCONJ
cana-1746	350	16	l(q)="devanagari	l(q)="devanagari	PROPN
cana-1746	350	17	"	"	PUNCT
cana-1746	350	18	4	4	NUM
cana-1746	350	19	.	.	X
cana-1746	350	20	tokenization	tokenization	NOUN
cana-1746	350	21	:	:	PUNCT
cana-1746	350	22	tokens(q)=tokenize(f2(q	tokens(q)=tokenize(f2(q	NUM
cana-1746	350	23	)	)	PUNCT
cana-1746	350	24	)	)	PUNCT
cana-1746	351	1	5	5	X
cana-1746	351	2	.	.	X
cana-1746	351	3	embedding	embed	VERB
cana-1746	351	4	generation	generation	NOUN
cana-1746	351	5	:	:	PUNCT
cana-1746	351	6	eq=	eq=	PROPN
cana-1746	351	7	e(tokens(q	e(tokens(q	NOUN
cana-1746	351	8	)	)	PUNCT
cana-1746	351	9	)	)	PUNCT
cana-1746	351	10	6	6	NUM
cana-1746	351	11	.	.	X
cana-1746	351	12	similarity	similarity	NOUN
cana-1746	351	13	calculation	calculation	NOUN
cana-1746	351	14	:	:	PUNCT
cana-1746	351	15	communications	communication	NOUN
cana-1746	351	16	on	on	ADP
cana-1746	351	17	applied	apply	VERB
cana-1746	351	18	nonlinear	nonlinear	ADJ
cana-1746	351	19	analysis	analysis	NOUN
cana-1746	351	20	issn	issn	NOUN
cana-1746	351	21	:	:	PUNCT
cana-1746	351	22	1074	1074	NUM
cana-1746	351	23	-	-	PUNCT
cana-1746	351	24	133x	133x	NUM
cana-1746	351	25	vol	vol	NOUN
cana-1746	351	26	32	32	NUM
cana-1746	351	27	no	no	NOUN
cana-1746	351	28	.	.	NOUN
cana-1746	351	29	2	2	NUM
cana-1746	351	30	(	(	PUNCT
cana-1746	351	31	2025	2025	NUM
cana-1746	351	32	)	)	PUNCT
cana-1746	352	1	351	351	NUM
cana-1746	352	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	352	3	sci	sci	PROPN
cana-1746	353	1	=	=	X
cana-1746	354	1	cosine_sim	cosine_sim	NUM
cana-1746	354	2	(	(	PUNCT
cana-1746	354	3	eq	eq	NOUN
cana-1746	354	4	,	,	PUNCT
cana-1746	354	5	emi	emi	PROPN
cana-1746	354	6	)	)	PUNCT
cana-1746	354	7	where	where	SCONJ
cana-1746	354	8	emi	emi	PROPN
cana-1746	354	9	is	be	AUX
cana-1746	354	10	the	the	DET
cana-1746	354	11	embedding	embedding	NOUN
cana-1746	354	12	of	of	ADP
cana-1746	354	13	the	the	DET
cana-1746	354	14	ith	ith	PROPN
cana-1746	354	15	bhajan	bhajan	PROPN
cana-1746	354	16	in	in	ADP
cana-1746	354	17	the	the	DET
cana-1746	354	18	dataset	dataset	NOUN
cana-1746	354	19	.	.	PUNCT
cana-1746	355	1	then	then	ADV
cana-1746	355	2	it	it	PRON
cana-1746	355	3	finds	find	VERB
cana-1746	355	4	most	most	ADJ
cana-1746	355	5	similar	similar	ADJ
cana-1746	355	6	bhajan	bhajan	NOUN
cana-1746	355	7	:	:	PUNCT
cana-1746	355	8	argmax(s	argmax(s	NOUN
cana-1746	355	9	)	)	PUNCT
cana-1746	355	10	and	and	CCONJ
cana-1746	355	11	return	return	VERB
cana-1746	355	12	the	the	DET
cana-1746	355	13	most	most	ADV
cana-1746	355	14	similar	similar	ADJ
cana-1746	355	15	bhajan	bhajan	NOUN
cana-1746	355	16	:	:	PUNCT
cana-1746	355	17	using	use	VERB
cana-1746	355	18	the	the	DET
cana-1746	355	19	index	index	NOUN
cana-1746	355	20	,	,	PUNCT
cana-1746	355	21	the	the	DET
cana-1746	355	22	method	method	NOUN
cana-1746	355	23	retrieves	retrieve	VERB
cana-1746	355	24	the	the	DET
cana-1746	355	25	most	most	ADV
cana-1746	355	26	similar	similar	ADJ
cana-1746	355	27	bhajan	bhajan	NOUN
cana-1746	355	28	from	from	ADP
cana-1746	355	29	the	the	DET
cana-1746	355	30	dataset	dataset	NOUN
cana-1746	355	31	.	.	PUNCT
cana-1746	356	1	table	table	NOUN
cana-1746	356	2	1	1	NUM
cana-1746	356	3	:	:	PUNCT
cana-1746	356	4	example	example	NOUN
cana-1746	356	5	for	for	ADP
cana-1746	356	6	the	the	DET
cana-1746	356	7	modified	modify	VERB
cana-1746	356	8	cosine	cosine	NOUN
cana-1746	356	9	similarity	similarity	NOUN
cana-1746	356	10	method	method	NOUN
cana-1746	356	11	q	q	NOUN
cana-1746	356	12	splitting	splitting	NOUN
cana-1746	356	13	f1(q)/	f1(q)/	NUM
cana-1746	356	14	f2(q	f2(q	NOUN
cana-1746	356	15	)	)	PUNCT
cana-1746	356	16	f1(q	f1(q	NOUN
cana-1746	356	17	)	)	PUNCT
cana-1746	356	18	tokens(q	tokens(q	NOUN
cana-1746	356	19	)	)	PUNCT
cana-1746	356	20	e(tokens(q	e(tokens(q	NOUN
cana-1746	356	21	)	)	PUNCT
cana-1746	356	22	)	)	PUNCT
cana-1746	356	23	similarity	similarity	NOUN
cana-1746	356	24	scores	score	NOUN
cana-1746	356	25	output	output	VERB
cana-1746	356	26	गुरूचे	गुरूचे	PROPN
cana-1746	356	27	चचिंतन	चचिंतन	PROPN
cana-1746	356	28	चनत्य	चनत्य	PROPN
cana-1746	356	29	चनरिंतर	चनरिंतर	PROPN
cana-1746	356	30	"	"	PUNCT
cana-1746	356	31	गुरूचे	गुरूचे	PROPN
cana-1746	356	32	"	"	PUNCT
cana-1746	356	33	,	,	PUNCT
cana-1746	356	34	"	"	PUNCT
cana-1746	356	35	चचिंतन	चचिंतन	X
cana-1746	356	36	"	"	PUNCT
cana-1746	356	37	,	,	PUNCT
cana-1746	356	38	"	"	PUNCT
cana-1746	356	39	चनत्य	चनत्य	X
cana-1746	356	40	"	"	PUNCT
cana-1746	356	41	,	,	PUNCT
cana-1746	356	42	"	"	PUNCT
cana-1746	356	43	चनरिंतर	चनरिंतर	PROPN
cana-1746	356	44	"	"	PUNCT
cana-1746	356	45	f1(q	f1(q	PROPN
cana-1746	356	46	)	)	PUNCT
cana-1746	356	47	"	"	PUNCT
cana-1746	356	48	guruche	guruche	NOUN
cana-1746	356	49	”	"	PUNCT
cana-1746	356	50	“	"	PUNCT
cana-1746	356	51	chintan	chintan	ADJ
cana-1746	356	52	”	"	PUNCT
cana-1746	356	53	“	"	PUNCT
cana-1746	356	54	nitya	nitya	PROPN
cana-1746	356	55	”	"	PUNCT
cana-1746	356	56	“	"	PUNCT
cana-1746	356	57	nirantar	nirantar	NOUN
cana-1746	356	58	"	"	PUNCT
cana-1746	356	59	tokens	token	NOUN
cana-1746	356	60	=	=	PUNCT
cana-1746	356	61	[	[	PUNCT
cana-1746	356	62	101	101	NUM
cana-1746	356	63	,	,	PUNCT
cana-1746	356	64	31658	31658	NUM
cana-1746	356	65	,	,	PUNCT
cana-1746	356	66	16515	16515	NUM
cana-1746	356	67	,	,	PUNCT
cana-1746	356	68	10925	10925	NUM
cana-1746	356	69	,	,	PUNCT
cana-1746	356	70	28806	28806	NUM
cana-1746	356	71	,	,	PUNCT
cana-1746	356	72	10135	10135	NUM
cana-1746	356	73	,	,	PUNCT
cana-1746	356	74	11918	11918	NUM
cana-1746	356	75	,	,	PUNCT
cana-1746	356	76	12900	12900	NUM
cana-1746	356	77	,	,	PUNCT
cana-1746	356	78	102	102	NUM
cana-1746	356	79	]	]	X
cana-1746	356	80	,	,	PUNCT
cana-1746	356	81	eq	eq	NOUN
cana-1746	357	1	=	=	SYM
cana-1746	358	1	[	[	X
cana-1746	358	2	-0.2320	-0.2320	NOUN
cana-1746	358	3	,	,	PUNCT
cana-1746	358	4	0.1121	0.1121	NUM
cana-1746	358	5	,	,	PUNCT
cana-1746	358	6	0.1302	0.1302	NUM
cana-1746	358	7	,	,	PUNCT
cana-1746	358	8	-0.1259	-0.1259	NOUN
cana-1746	358	9	,	,	PUNCT
cana-1746	358	10	0.0568	0.0568	NUM
cana-1746	358	11	,	,	PUNCT
cana-1746	358	12	0.1854	0.1854	NUM
cana-1746	358	13	,	,	PUNCT
cana-1746	358	14	...	...	PUNCT
cana-1746	358	15	]	]	PUNCT
cana-1746	359	1	sci	sci	PROPN
cana-1746	359	2	=	=	PUNCT
cana-1746	360	1	[	[	X
cana-1746	360	2	0.9123	0.9123	NOUN
cana-1746	360	3	,	,	PUNCT
cana-1746	360	4	0.8725	0.8725	NUM
cana-1746	360	5	,	,	PUNCT
cana-1746	360	6	0.7890	0.7890	NUM
cana-1746	360	7	,	,	PUNCT
cana-1746	360	8	0.6543	0.6543	NUM
cana-1746	360	9	,	,	PUNCT
cana-1746	360	10	0.8321	0.8321	NUM
cana-1746	360	11	,	,	PUNCT
cana-1746	360	12	...	...	PUNCT
cana-1746	360	13	]	]	PUNCT
cana-1746	360	14	1	1	NUM
cana-1746	360	15	the	the	DET
cana-1746	360	16	cosine	cosine	NOUN
cana-1746	360	17	similarity	similarity	NOUN
cana-1746	360	18	score	score	NOUN
cana-1746	360	19	,	,	PUNCT
cana-1746	360	20	which	which	PRON
cana-1746	360	21	measures	measure	VERB
cana-1746	360	22	how	how	SCONJ
cana-1746	360	23	close	close	ADJ
cana-1746	360	24	the	the	DET
cana-1746	360	25	question	question	NOUN
cana-1746	360	26	and	and	CCONJ
cana-1746	360	27	the	the	DET
cana-1746	360	28	bhajan	bhajan	PROPN
cana-1746	360	29	embeddings	embedding	NOUN
cana-1746	360	30	are	be	AUX
cana-1746	360	31	,	,	PUNCT
cana-1746	360	32	will	will	AUX
cana-1746	360	33	be	be	AUX
cana-1746	360	34	the	the	DET
cana-1746	360	35	result	result	NOUN
cana-1746	360	36	as	as	SCONJ
cana-1746	360	37	shown	show	VERB
cana-1746	360	38	in	in	ADP
cana-1746	360	39	the	the	DET
cana-1746	360	40	table	table	NOUN
cana-1746	360	41	1	1	NUM
cana-1746	360	42	.	.	NOUN
cana-1746	360	43	4	4	NUM
cana-1746	360	44	.	.	NOUN
cana-1746	360	45	results	result	NOUN
cana-1746	360	46	and	and	CCONJ
cana-1746	360	47	comparative	comparative	ADJ
cana-1746	360	48	analysis	analysis	NOUN
cana-1746	360	49	as	as	SCONJ
cana-1746	360	50	multiple	multiple	ADJ
cana-1746	360	51	approaches	approach	NOUN
cana-1746	360	52	are	be	AUX
cana-1746	360	53	assessed	assess	VERB
cana-1746	360	54	to	to	PART
cana-1746	360	55	identify	identify	VERB
cana-1746	360	56	poetry	poetry	NOUN
cana-1746	360	57	form	form	NOUN
cana-1746	360	58	of	of	ADP
cana-1746	360	59	literature	literature	NOUN
cana-1746	360	60	or	or	CCONJ
cana-1746	360	61	comparable	comparable	ADJ
cana-1746	360	62	writings	writing	NOUN
cana-1746	360	63	reviewed	review	VERB
cana-1746	360	64	,	,	PUNCT
cana-1746	360	65	a	a	DET
cana-1746	360	66	complex	complex	ADJ
cana-1746	360	67	terrain	terrain	NOUN
cana-1746	360	68	of	of	ADP
cana-1746	360	69	similarities	similarity	NOUN
cana-1746	360	70	and	and	CCONJ
cana-1746	360	71	differences	difference	NOUN
cana-1746	360	72	amid	amid	ADP
cana-1746	360	73	diverse	diverse	ADJ
cana-1746	360	74	strategies	strategy	NOUN
cana-1746	360	75	is	be	AUX
cana-1746	360	76	revealed	reveal	VERB
cana-1746	360	77	.	.	PUNCT
cana-1746	361	1	convolutional	convolutional	ADJ
cana-1746	361	2	neural	neural	ADJ
cana-1746	361	3	networks	network	NOUN
cana-1746	361	4	(	(	PUNCT
cana-1746	361	5	cnns	cnns	PROPN
cana-1746	361	6	)	)	PUNCT
cana-1746	361	7	are	be	AUX
cana-1746	361	8	highly	highly	ADV
cana-1746	361	9	effective	effective	ADJ
cana-1746	361	10	at	at	ADP
cana-1746	361	11	capturing	capture	VERB
cana-1746	361	12	structured	structured	ADJ
cana-1746	361	13	characteristics	characteristic	NOUN
cana-1746	361	14	and	and	CCONJ
cana-1746	361	15	spatial	spatial	ADJ
cana-1746	361	16	patterns	pattern	NOUN
cana-1746	361	17	,	,	PUNCT
cana-1746	361	18	exhibiting	exhibit	VERB
cana-1746	361	19	a	a	DET
cana-1746	361	20	strong	strong	ADJ
cana-1746	361	21	performance	performance	NOUN
cana-1746	361	22	of	of	ADP
cana-1746	361	23	85	85	NUM
cana-1746	361	24	%	%	NOUN
cana-1746	361	25	accuracy	accuracy	NOUN
cana-1746	361	26	with	with	ADP
cana-1746	361	27	a	a	DET
cana-1746	361	28	relatively	relatively	ADV
cana-1746	361	29	modest	modest	ADJ
cana-1746	361	30	loss	loss	NOUN
cana-1746	361	31	of	of	ADP
cana-1746	361	32	0.30	0.30	NUM
cana-1746	361	33	.	.	PUNCT
cana-1746	362	1	nevertheless	nevertheless	ADV
cana-1746	362	2	,	,	PUNCT
cana-1746	362	3	some	some	DET
cana-1746	362	4	significant	significant	ADJ
cana-1746	362	5	drawbacks	drawback	NOUN
cana-1746	362	6	include	include	VERB
cana-1746	362	7	the	the	DET
cana-1746	362	8	processing	processing	NOUN
cana-1746	362	9	loads	load	NOUN
cana-1746	362	10	and	and	CCONJ
cana-1746	362	11	preprocessing	preprocessing	NOUN
cana-1746	362	12	requirements	requirement	NOUN
cana-1746	362	13	.	.	PUNCT
cana-1746	363	1	support	support	NOUN
cana-1746	363	2	vector	vector	NOUN
cana-1746	363	3	machines	machine	NOUN
cana-1746	363	4	(	(	PUNCT
cana-1746	363	5	svms	svms	NOUN
cana-1746	363	6	)	)	PUNCT
cana-1746	363	7	perform	perform	VERB
cana-1746	363	8	well	well	ADV
cana-1746	363	9	in	in	ADP
cana-1746	363	10	high	high	ADJ
cana-1746	363	11	-	-	PUNCT
cana-1746	363	12	dimensional	dimensional	ADJ
cana-1746	363	13	spaces	space	NOUN
cana-1746	363	14	,	,	PUNCT
cana-1746	363	15	with	with	ADP
cana-1746	363	16	an	an	DET
cana-1746	363	17	figure	figure	NOUN
cana-1746	363	18	1	1	NUM
cana-1746	363	19	:	:	PUNCT
cana-1746	363	20	modified	modify	VERB
cana-1746	363	21	cosine	cosine	NOUN
cana-1746	363	22	similarity	similarity	NOUN
cana-1746	363	23	algorithm	algorithm	NOUN
cana-1746	363	24	for	for	ADP
cana-1746	363	25	the	the	DET
cana-1746	363	26	cross	cross	ADJ
cana-1746	363	27	-	-	ADJ
cana-1746	363	28	language	language	ADJ
cana-1746	363	29	poetry	poetry	NOUN
cana-1746	363	30	retrieval	retrieval	NOUN
cana-1746	363	31	communications	communication	NOUN
cana-1746	363	32	on	on	ADP
cana-1746	363	33	applied	apply	VERB
cana-1746	363	34	nonlinear	nonlinear	ADJ
cana-1746	363	35	analysis	analysis	NOUN
cana-1746	363	36	issn	issn	NOUN
cana-1746	363	37	:	:	PUNCT
cana-1746	363	38	1074	1074	NUM
cana-1746	363	39	-	-	PUNCT
cana-1746	363	40	133x	133x	NUM
cana-1746	363	41	vol	vol	NOUN
cana-1746	363	42	32	32	NUM
cana-1746	363	43	no	no	NOUN
cana-1746	363	44	.	.	NOUN
cana-1746	363	45	2	2	NUM
cana-1746	363	46	(	(	PUNCT
cana-1746	363	47	2025	2025	NUM
cana-1746	363	48	)	)	PUNCT
cana-1746	363	49	352	352	NUM
cana-1746	363	50	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	363	51	accuracy	accuracy	NOUN
cana-1746	363	52	of	of	ADP
cana-1746	363	53	80	80	NUM
cana-1746	363	54	%	%	NOUN
cana-1746	363	55	and	and	CCONJ
cana-1746	363	56	a	a	DET
cana-1746	363	57	loss	loss	NOUN
cana-1746	363	58	of	of	ADP
cana-1746	363	59	0.35	0.35	NUM
cana-1746	363	60	;	;	PUNCT
cana-1746	363	61	however	however	ADV
cana-1746	363	62	,	,	PUNCT
cana-1746	363	63	they	they	PRON
cana-1746	363	64	tend	tend	VERB
cana-1746	363	65	to	to	PART
cana-1746	363	66	be	be	AUX
cana-1746	363	67	scalable	scalable	ADJ
cana-1746	363	68	for	for	ADP
cana-1746	363	69	enormous	enormous	ADJ
cana-1746	363	70	data	datum	NOUN
cana-1746	363	71	sets	set	NOUN
cana-1746	363	72	without	without	ADP
cana-1746	363	73	complex	complex	ADJ
cana-1746	363	74	kernel	kernel	NOUN
cana-1746	363	75	approaches	approach	NOUN
cana-1746	363	76	.	.	PUNCT
cana-1746	364	1	table	table	NOUN
cana-1746	364	2	2	2	NUM
cana-1746	364	3	:	:	PUNCT
cana-1746	364	4	comparative	comparative	ADJ
cana-1746	364	5	analysis	analysis	NOUN
cana-1746	364	6	of	of	ADP
cana-1746	364	7	proposed	propose	VERB
cana-1746	364	8	algorithm	algorithm	NOUN
cana-1746	364	9	with	with	ADP
cana-1746	364	10	cnn	cnn	PROPN
cana-1746	364	11	,	,	PUNCT
cana-1746	364	12	svm	svm	PROPN
cana-1746	364	13	,	,	PUNCT
cana-1746	364	14	rnn	rnn	PROPN
cana-1746	364	15	algorithm	algorithm	NOUN
cana-1746	364	16	features	feature	NOUN
cana-1746	364	17	accuracy	accuracy	NOUN
cana-1746	364	18	(	(	PUNCT
cana-1746	364	19	%	%	INTJ
cana-1746	364	20	)	)	PUNCT
cana-1746	364	21	loss	loss	NOUN
cana-1746	364	22	cosine	cosine	NOUN
cana-1746	364	23	similarity	similarity	NOUN
cana-1746	364	24	measures	measure	NOUN
cana-1746	364	25	cosine	cosine	NOUN
cana-1746	364	26	of	of	ADP
cana-1746	364	27	the	the	DET
cana-1746	364	28	angle	angle	NOUN
cana-1746	364	29	between	between	ADP
cana-1746	364	30	vectors	vector	NOUN
cana-1746	364	31	,	,	PUNCT
cana-1746	364	32	simple	simple	ADJ
cana-1746	364	33	and	and	CCONJ
cana-1746	364	34	effective	effective	ADJ
cana-1746	364	35	for	for	ADP
cana-1746	364	36	similarity	similarity	NOUN
cana-1746	364	37	tasks	task	NOUN
cana-1746	364	38	92	92	NUM
cana-1746	364	39	0.15	0.15	NUM
cana-1746	364	40	cnn	cnn	NOUN
cana-1746	364	41	(	(	PUNCT
cana-1746	364	42	convolutional	convolutional	ADJ
cana-1746	364	43	neural	neural	ADJ
cana-1746	364	44	networks	network	NOUN
cana-1746	364	45	)	)	PUNCT
cana-1746	364	46	effective	effective	ADJ
cana-1746	364	47	for	for	ADP
cana-1746	364	48	spatial	spatial	ADJ
cana-1746	364	49	data	datum	NOUN
cana-1746	364	50	,	,	PUNCT
cana-1746	364	51	captures	capture	VERB
cana-1746	364	52	hierarchical	hierarchical	ADJ
cana-1746	364	53	structures	structure	NOUN
cana-1746	364	54	and	and	CCONJ
cana-1746	364	55	local	local	ADJ
cana-1746	364	56	patterns	pattern	NOUN
cana-1746	364	57	.	.	PUNCT
cana-1746	365	1	85	85	NUM
cana-1746	365	2	0.30	0.30	NUM
cana-1746	365	3	svm	svm	NOUN
cana-1746	365	4	(	(	PUNCT
cana-1746	365	5	support	support	NOUN
cana-1746	365	6	vector	vector	NOUN
cana-1746	365	7	machines	machine	NOUN
cana-1746	365	8	)	)	PUNCT
cana-1746	365	9	determines	determine	VERB
cana-1746	365	10	the	the	DET
cana-1746	365	11	most	most	ADV
cana-1746	365	12	efficient	efficient	ADJ
cana-1746	365	13	hyperplane	hyperplane	NOUN
cana-1746	365	14	for	for	ADP
cana-1746	365	15	classification	classification	NOUN
cana-1746	365	16	in	in	ADP
cana-1746	365	17	high	high	ADJ
cana-1746	365	18	-	-	PUNCT
cana-1746	365	19	dimensional	dimensional	ADJ
cana-1746	365	20	spaces	space	NOUN
cana-1746	365	21	80	80	NUM
cana-1746	365	22	0.35	0.35	NUM
cana-1746	365	23	rnn	rnn	NOUN
cana-1746	365	24	(	(	PUNCT
cana-1746	365	25	recurrent	recurrent	ADJ
cana-1746	365	26	neural	neural	ADJ
cana-1746	365	27	networks	network	NOUN
cana-1746	365	28	)	)	PUNCT
cana-1746	365	29	manages	manage	VERB
cana-1746	365	30	sequential	sequential	ADJ
cana-1746	365	31	data	datum	NOUN
cana-1746	365	32	while	while	SCONJ
cana-1746	365	33	preserving	preserve	VERB
cana-1746	365	34	context	context	NOUN
cana-1746	365	35	and	and	CCONJ
cana-1746	365	36	hidden	hidden	ADJ
cana-1746	365	37	states	state	NOUN
cana-1746	365	38	78	78	NUM
cana-1746	365	39	0.40	0.40	NUM
cana-1746	365	40	with	with	ADP
cana-1746	365	41	a	a	DET
cana-1746	365	42	loss	loss	NOUN
cana-1746	365	43	of	of	ADP
cana-1746	365	44	0.40	0.40	NUM
cana-1746	365	45	and	and	CCONJ
cana-1746	365	46	an	an	DET
cana-1746	365	47	accuracy	accuracy	NOUN
cana-1746	365	48	of	of	ADP
cana-1746	365	49	78	78	NUM
cana-1746	365	50	%	%	NOUN
cana-1746	365	51	,	,	PUNCT
cana-1746	365	52	recurrent	recurrent	ADJ
cana-1746	365	53	neural	neural	ADJ
cana-1746	365	54	networks	network	NOUN
cana-1746	365	55	(	(	PUNCT
cana-1746	365	56	rnns	rnns	PROPN
cana-1746	365	57	)	)	PUNCT
cana-1746	365	58	can	can	AUX
cana-1746	365	59	handle	handle	VERB
cana-1746	365	60	sequential	sequential	ADJ
cana-1746	365	61	data	datum	NOUN
cana-1746	365	62	and	and	CCONJ
cana-1746	365	63	preserve	preserve	VERB
cana-1746	365	64	context	context	NOUN
cana-1746	365	65	.	.	PUNCT
cana-1746	366	1	however	however	ADV
cana-1746	366	2	,	,	PUNCT
cana-1746	366	3	they	they	PRON
cana-1746	366	4	present	present	VERB
cana-1746	366	5	difficulties	difficulty	NOUN
cana-1746	366	6	for	for	ADP
cana-1746	366	7	extended	extended	ADJ
cana-1746	366	8	sequence	sequence	NOUN
cana-1746	366	9	training	training	NOUN
cana-1746	366	10	due	due	ADP
cana-1746	366	11	to	to	ADP
cana-1746	366	12	their	their	PRON
cana-1746	366	13	vulnerability	vulnerability	NOUN
cana-1746	366	14	to	to	ADP
cana-1746	366	15	the	the	DET
cana-1746	366	16	vanishing	vanish	VERB
cana-1746	366	17	gradient	gradient	ADJ
cana-1746	366	18	problem	problem	NOUN
cana-1746	366	19	5	5	NUM
cana-1746	366	20	.	.	PUNCT
cana-1746	366	21	results	result	VERB
cana-1746	366	22	our	our	PRON
cana-1746	366	23	proposed	propose	VERB
cana-1746	366	24	algorithm	algorithm	NOUN
cana-1746	366	25	,	,	PUNCT
cana-1746	366	26	modified	modify	VERB
cana-1746	366	27	cosine	cosine	NOUN
cana-1746	366	28	similarity	similarity	NOUN
cana-1746	366	29	for	for	ADP
cana-1746	366	30	retrieval	retrieval	NOUN
cana-1746	366	31	for	for	ADP
cana-1746	366	32	embedding	embed	VERB
cana-1746	366	33	generation	generation	NOUN
cana-1746	366	34	,	,	PUNCT
cana-1746	366	35	the	the	DET
cana-1746	366	36	suggested	suggest	VERB
cana-1746	366	37	approach	approach	NOUN
cana-1746	366	38	achieves	achieve	VERB
cana-1746	366	39	an	an	DET
cana-1746	366	40	outstanding	outstanding	ADJ
cana-1746	366	41	92	92	NUM
cana-1746	366	42	%	%	NOUN
cana-1746	366	43	accuracy	accuracy	NOUN
cana-1746	366	44	with	with	ADP
cana-1746	366	45	a	a	DET
cana-1746	366	46	small	small	ADJ
cana-1746	366	47	loss	loss	NOUN
cana-1746	366	48	of	of	ADP
cana-1746	366	49	0.18	0.18	NUM
cana-1746	366	50	.	.	PUNCT
cana-1746	367	1	this	this	PRON
cana-1746	367	2	shows	show	VERB
cana-1746	367	3	how	how	SCONJ
cana-1746	367	4	well	well	ADV
cana-1746	367	5	it	it	PRON
cana-1746	367	6	handles	handle	VERB
cana-1746	367	7	the	the	DET
cana-1746	367	8	subtleties	subtlety	NOUN
cana-1746	367	9	of	of	ADP
cana-1746	367	10	retrieving	retrieve	VERB
cana-1746	367	11	information	information	NOUN
cana-1746	367	12	across	across	ADP
cana-1746	367	13	languages	language	NOUN
cana-1746	367	14	,	,	PUNCT
cana-1746	367	15	particularly	particularly	ADV
cana-1746	367	16	when	when	SCONJ
cana-1746	367	17	it	it	PRON
cana-1746	367	18	comes	come	VERB
cana-1746	367	19	to	to	ADP
cana-1746	367	20	bhajans	bhajan	NOUN
cana-1746	367	21	and	and	CCONJ
cana-1746	367	22	related	related	ADJ
cana-1746	367	23	literature	literature	NOUN
cana-1746	367	24	.	.	PUNCT
cana-1746	368	1	even	even	ADV
cana-1746	368	2	in	in	ADP
cana-1746	368	3	situations	situation	NOUN
cana-1746	368	4	involving	involve	VERB
cana-1746	368	5	many	many	ADJ
cana-1746	368	6	languages	language	NOUN
cana-1746	368	7	,	,	PUNCT
cana-1746	368	8	accurate	accurate	ADJ
cana-1746	368	9	and	and	CCONJ
cana-1746	368	10	significant	significant	ADJ
cana-1746	368	11	retrieval	retrieval	NOUN
cana-1746	368	12	is	be	AUX
cana-1746	368	13	ensured	ensure	VERB
cana-1746	368	14	by	by	ADP
cana-1746	368	15	the	the	DET
cana-1746	368	16	combination	combination	NOUN
cana-1746	368	17	of	of	ADP
cana-1746	368	18	complex	complex	ADJ
cana-1746	368	19	sentence	sentence	NOUN
cana-1746	368	20	embeddings	embedding	NOUN
cana-1746	368	21	and	and	CCONJ
cana-1746	368	22	efficient	efficient	ADJ
cana-1746	368	23	similarity	similarity	NOUN
cana-1746	368	24	measurements	measurement	NOUN
cana-1746	368	25	.	.	PUNCT
cana-1746	369	1	figure	figure	VERB
cana-1746	369	2	2	2	NUM
cana-1746	369	3	:	:	PUNCT
cana-1746	369	4	comparison	comparison	NOUN
cana-1746	369	5	of	of	ADP
cana-1746	369	6	proposed	propose	VERB
cana-1746	369	7	measure	measure	NOUN
cana-1746	369	8	with	with	ADP
cana-1746	369	9	the	the	DET
cana-1746	369	10	cnn	cnn	PROPN
cana-1746	369	11	,	,	PUNCT
cana-1746	369	12	svm	svm	PROPN
cana-1746	369	13	,	,	PUNCT
cana-1746	369	14	rnn	rnn	VERB
cana-1746	369	15	table	table	NOUN
cana-1746	369	16	2	2	NUM
cana-1746	369	17	.	.	PUNCT
cana-1746	370	1	and	and	CCONJ
cana-1746	370	2	figure	figure	VERB
cana-1746	370	3	2	2	NUM
cana-1746	370	4	.	.	PUNCT
cana-1746	370	5	highlights	highlight	NOUN
cana-1746	370	6	a	a	DET
cana-1746	370	7	comparison	comparison	NOUN
cana-1746	370	8	of	of	ADP
cana-1746	370	9	different	different	ADJ
cana-1746	370	10	text	text	NOUN
cana-1746	370	11	retrieval	retrieval	NOUN
cana-1746	370	12	methods	method	NOUN
cana-1746	370	13	,	,	PUNCT
cana-1746	370	14	with	with	ADP
cana-1746	370	15	a	a	DET
cana-1746	370	16	particular	particular	ADJ
cana-1746	370	17	focus	focus	NOUN
cana-1746	370	18	on	on	ADP
cana-1746	370	19	bhajans	bhajan	NOUN
cana-1746	370	20	or	or	CCONJ
cana-1746	370	21	comparable	comparable	ADJ
cana-1746	370	22	texts	text	NOUN
cana-1746	370	23	,	,	PUNCT
cana-1746	370	24	such	such	ADJ
cana-1746	370	25	as	as	ADP
cana-1746	370	26	convolutional	convolutional	ADJ
cana-1746	370	27	neural	neural	ADJ
cana-1746	370	28	networks	network	NOUN
cana-1746	370	29	(	(	PUNCT
cana-1746	370	30	cnn	cnn	PROPN
cana-1746	370	31	)	)	PUNCT
cana-1746	370	32	,	,	PUNCT
cana-1746	370	33	support	support	VERB
cana-1746	370	34	vector	vector	NOUN
cana-1746	370	35	machines	machine	NOUN
cana-1746	370	36	(	(	PUNCT
cana-1746	370	37	svm	svm	PROPN
cana-1746	370	38	)	)	PUNCT
cana-1746	370	39	,	,	PUNCT
cana-1746	370	40	recurrent	recurrent	ADJ
cana-1746	370	41	neural	neural	ADJ
cana-1746	370	42	networks	network	NOUN
cana-1746	370	43	(	(	PUNCT
cana-1746	370	44	rnn	rnn	PROPN
cana-1746	370	45	)	)	PUNCT
cana-1746	370	46	,	,	PUNCT
cana-1746	370	47	and	and	CCONJ
cana-1746	370	48	proposed	propose	VERB
cana-1746	370	49	modified	modified	ADJ
cana-1746	370	50	cosine	cosine	NOUN
cana-1746	370	51	similarity	similarity	NOUN
cana-1746	370	52	.	.	PUNCT
cana-1746	371	1	communications	communication	NOUN
cana-1746	371	2	on	on	ADP
cana-1746	371	3	applied	apply	VERB
cana-1746	371	4	nonlinear	nonlinear	ADJ
cana-1746	371	5	analysis	analysis	NOUN
cana-1746	371	6	issn	issn	NOUN
cana-1746	371	7	:	:	PUNCT
cana-1746	371	8	1074	1074	NUM
cana-1746	371	9	-	-	PUNCT
cana-1746	371	10	133x	133x	NUM
cana-1746	371	11	vol	vol	NOUN
cana-1746	371	12	32	32	NUM
cana-1746	371	13	no	no	NOUN
cana-1746	371	14	.	.	NOUN
cana-1746	371	15	2	2	NUM
cana-1746	371	16	(	(	PUNCT
cana-1746	371	17	2025	2025	NUM
cana-1746	371	18	)	)	PUNCT
cana-1746	371	19	353	353	NUM
cana-1746	372	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	372	2	6	6	NUM
cana-1746	372	3	.	.	PUNCT
cana-1746	372	4	discussion	discussion	NOUN
cana-1746	372	5	the	the	DET
cana-1746	372	6	study	study	NOUN
cana-1746	372	7	shows	show	VERB
cana-1746	372	8	that	that	SCONJ
cana-1746	372	9	the	the	DET
cana-1746	372	10	proposed	propose	VERB
cana-1746	372	11	measure	measure	NOUN
cana-1746	372	12	resulted	result	VERB
cana-1746	372	13	as	as	ADP
cana-1746	372	14	enhanced	enhanced	ADJ
cana-1746	372	15	solution	solution	NOUN
cana-1746	372	16	for	for	ADP
cana-1746	372	17	the	the	DET
cana-1746	372	18	retrieval	retrieval	NOUN
cana-1746	372	19	of	of	ADP
cana-1746	372	20	the	the	DET
cana-1746	372	21	cross	cross	ADJ
cana-1746	372	22	-	-	ADJ
cana-1746	372	23	language	language	ADJ
cana-1746	372	24	information	information	NOUN
cana-1746	372	25	.	.	PUNCT
cana-1746	373	1	the	the	DET
cana-1746	373	2	work	work	NOUN
cana-1746	373	3	has	have	AUX
cana-1746	373	4	started	start	VERB
cana-1746	373	5	with	with	ADP
cana-1746	373	6	the	the	DET
cana-1746	373	7	understanding	understanding	NOUN
cana-1746	373	8	of	of	ADP
cana-1746	373	9	the	the	DET
cana-1746	373	10	multilingual	multilingual	ADJ
cana-1746	373	11	nature	nature	NOUN
cana-1746	373	12	of	of	ADP
cana-1746	373	13	the	the	DET
cana-1746	373	14	data	datum	NOUN
cana-1746	373	15	across	across	ADP
cana-1746	373	16	the	the	DET
cana-1746	373	17	world	world	NOUN
cana-1746	373	18	wide	wide	ADJ
cana-1746	373	19	web	web	NOUN
cana-1746	373	20	.	.	PUNCT
cana-1746	374	1	the	the	DET
cana-1746	374	2	cosine	cosine	NOUN
cana-1746	374	3	similarity	similarity	NOUN
cana-1746	374	4	measure	measure	NOUN
cana-1746	374	5	with	with	ADP
cana-1746	374	6	the	the	DET
cana-1746	374	7	custom	custom	NOUN
cana-1746	374	8	mapping	mapping	NOUN
cana-1746	374	9	and	and	CCONJ
cana-1746	374	10	transcription	transcription	NOUN
cana-1746	374	11	method	method	NOUN
cana-1746	374	12	handles	handle	VERB
cana-1746	374	13	the	the	DET
cana-1746	374	14	complexities	complexity	NOUN
cana-1746	374	15	of	of	ADP
cana-1746	374	16	multiple	multiple	ADJ
cana-1746	374	17	languages	language	NOUN
cana-1746	374	18	specially	specially	ADV
cana-1746	374	19	for	for	ADP
cana-1746	374	20	marathi	marathi	PROPN
cana-1746	374	21	language	language	NOUN
cana-1746	374	22	structure	structure	NOUN
cana-1746	374	23	.	.	PUNCT
cana-1746	375	1	this	this	DET
cana-1746	375	2	method	method	NOUN
cana-1746	375	3	represents	represent	VERB
cana-1746	375	4	the	the	DET
cana-1746	375	5	advancement	advancement	NOUN
cana-1746	375	6	in	in	ADP
cana-1746	375	7	the	the	DET
cana-1746	375	8	domain	domain	NOUN
cana-1746	375	9	of	of	ADP
cana-1746	375	10	natural	natural	ADJ
cana-1746	375	11	language	language	NOUN
cana-1746	375	12	processing	processing	NOUN
cana-1746	375	13	and	and	CCONJ
cana-1746	375	14	the	the	DET
cana-1746	375	15	information	information	NOUN
cana-1746	375	16	retrieval	retrieval	NOUN
cana-1746	375	17	of	of	ADP
cana-1746	375	18	poetry	poetry	NOUN
cana-1746	375	19	form	form	NOUN
cana-1746	375	20	of	of	ADP
cana-1746	375	21	literature	literature	NOUN
cana-1746	375	22	.	.	PUNCT
cana-1746	376	1	references	reference	NOUN
cana-1746	376	2	[	[	X
cana-1746	376	3	1	1	NUM
cana-1746	376	4	]	]	SYM
cana-1746	376	5	c	c	NOUN
cana-1746	376	6	-	-	PUNCT
cana-1746	376	7	dac	dac	PROPN
cana-1746	376	8	team	team	NOUN
cana-1746	376	9	,	,	PUNCT
cana-1746	376	10	“	"	PUNCT
cana-1746	376	11	local	local	ADJ
cana-1746	376	12	language	language	NOUN
cana-1746	376	13	technology	technology	NOUN
cana-1746	376	14	in	in	ADP
cana-1746	376	15	india	india	PROPN
cana-1746	376	16	during	during	ADP
cana-1746	376	17	1980	1980	NUM
cana-1746	376	18	-	-	SYM
cana-1746	376	19	90	90	NUM
cana-1746	376	20	,	,	PUNCT
cana-1746	376	21	”	"	PUNCT
cana-1746	376	22	department	department	NOUN
cana-1746	376	23	of	of	ADP
cana-1746	376	24	electronics	electronic	NOUN
cana-1746	376	25	symposium	symposium	NOUN
cana-1746	376	26	on	on	ADP
cana-1746	376	27	linguistic	linguistic	ADJ
cana-1746	376	28	implications	implication	NOUN
cana-1746	376	29	of	of	ADP
cana-1746	376	30	computer	computer	NOUN
cana-1746	376	31	-	-	PUNCT
cana-1746	376	32	based	base	VERB
cana-1746	376	33	information	information	NOUN
cana-1746	376	34	processing	processing	NOUN
cana-1746	376	35	,	,	PUNCT
cana-1746	376	36	1979	1979	NUM
cana-1746	376	37	.	.	PUNCT
cana-1746	377	1	[	[	X
cana-1746	377	2	2	2	X
cana-1746	377	3	]	]	X
cana-1746	377	4	h.	h.	PROPN
cana-1746	377	5	lee	lee	PROPN
cana-1746	377	6	and	and	CCONJ
cana-1746	377	7	k.	k.	PROPN
cana-1746	377	8	choi	choi	PROPN
cana-1746	377	9	,	,	PUNCT
cana-1746	377	10	“	"	PUNCT
cana-1746	377	11	english	english	ADJ
cana-1746	377	12	korean	korean	ADJ
cana-1746	377	13	transcription	transcription	NOUN
cana-1746	377	14	using	use	VERB
cana-1746	377	15	straight	straight	ADJ
cana-1746	377	16	orthographical	orthographical	ADJ
cana-1746	377	17	plotting	plotting	NOUN
cana-1746	377	18	,	,	PUNCT
cana-1746	377	19	”	"	PUNCT
cana-1746	377	20	in	in	ADP
cana-1746	377	21	proc	proc	NOUN
cana-1746	377	22	.	.	PUNCT
cana-1746	378	1	8th	8th	ADJ
cana-1746	378	2	int	int	NOUN
cana-1746	378	3	.	.	PUNCT
cana-1746	378	4	conf	conf	PROPN
cana-1746	378	5	.	.	PUNCT
cana-1746	379	1	on	on	ADP
cana-1746	379	2	computational	computational	ADJ
cana-1746	379	3	linguistics	linguistic	NOUN
cana-1746	379	4	,	,	PUNCT
cana-1746	379	5	1998	1998	NUM
cana-1746	379	6	.	.	PUNCT
cana-1746	380	1	[	[	X
cana-1746	380	2	3	3	X
cana-1746	380	3	]	]	X
cana-1746	380	4	d.	d.	PROPN
cana-1746	380	5	kim	kim	PROPN
cana-1746	380	6	and	and	CCONJ
cana-1746	380	7	k.	k.	PROPN
cana-1746	380	8	kang	kang	PROPN
cana-1746	380	9	,	,	PUNCT
cana-1746	380	10	“	"	PUNCT
cana-1746	380	11	english	english	PROPN
cana-1746	380	12	-	-	PUNCT
cana-1746	380	13	to	to	ADP
cana-1746	380	14	-	-	PUNCT
cana-1746	380	15	korean	korean	ADJ
cana-1746	380	16	transliteration	transliteration	NOUN
cana-1746	380	17	using	use	VERB
cana-1746	380	18	multiple	multiple	ADJ
cana-1746	380	19	unbounded	unbounded	ADJ
cana-1746	380	20	overlapping	overlap	VERB
cana-1746	380	21	phoneme	phoneme	NOUN
cana-1746	380	22	chunks	chunk	NOUN
cana-1746	380	23	,	,	PUNCT
cana-1746	380	24	”	"	PUNCT
cana-1746	380	25	j.	j.	PROPN
cana-1746	380	26	linguistic	linguistic	ADJ
cana-1746	380	27	transcription	transcription	NOUN
cana-1746	380	28	,	,	PUNCT
cana-1746	380	29	vol	vol	NOUN
cana-1746	380	30	.	.	PROPN
cana-1746	381	1	12	12	NUM
cana-1746	381	2	,	,	PUNCT
cana-1746	381	3	no	no	INTJ
cana-1746	381	4	.	.	NOUN
cana-1746	381	5	4	4	NUM
cana-1746	381	6	,	,	PUNCT
cana-1746	381	7	pp	pp	ADJ
cana-1746	381	8	.	.	PUNCT
cana-1746	382	1	123	123	NUM
cana-1746	382	2	-	-	SYM
cana-1746	382	3	136	136	NUM
cana-1746	382	4	,	,	PUNCT
cana-1746	382	5	2000	2000	NUM
cana-1746	382	6	.	.	PUNCT
cana-1746	383	1	[	[	X
cana-1746	383	2	4	4	X
cana-1746	383	3	]	]	PUNCT
cana-1746	383	4	s.	s.	PROPN
cana-1746	383	5	kang	kang	PROPN
cana-1746	383	6	and	and	CCONJ
cana-1746	383	7	h.	h.	PROPN
cana-1746	383	8	choi	choi	PROPN
cana-1746	383	9	,	,	PUNCT
cana-1746	383	10	“	"	PUNCT
cana-1746	383	11	decision	decision	NOUN
cana-1746	383	12	tree	tree	NOUN
cana-1746	383	13	learning	learning	NOUN
cana-1746	383	14	for	for	ADP
cana-1746	383	15	english	english	ADJ
cana-1746	383	16	korean	korean	ADJ
cana-1746	383	17	transcription	transcription	NOUN
cana-1746	383	18	,	,	PUNCT
cana-1746	383	19	”	"	PUNCT
cana-1746	383	20	transcription	transcription	NOUN
cana-1746	383	21	linguistics	linguistic	NOUN
cana-1746	383	22	j.	j.	PROPN
cana-1746	383	23	,	,	PUNCT
cana-1746	383	24	vol	vol	NOUN
cana-1746	383	25	.	.	PROPN
cana-1746	383	26	14	14	NUM
cana-1746	383	27	,	,	PUNCT
cana-1746	383	28	no	no	INTJ
cana-1746	383	29	.	.	NOUN
cana-1746	383	30	3	3	NUM
cana-1746	383	31	,	,	PUNCT
cana-1746	383	32	pp	pp	ADJ
cana-1746	383	33	.	.	PUNCT
cana-1746	384	1	87	87	NUM
cana-1746	384	2	-	-	SYM
cana-1746	384	3	96	96	NUM
cana-1746	384	4	,	,	PUNCT
cana-1746	384	5	2000	2000	NUM
cana-1746	384	6	.	.	PUNCT
cana-1746	385	1	[	[	X
cana-1746	385	2	5	5	X
cana-1746	385	3	]	]	PUNCT
cana-1746	385	4	h.	h.	PROPN
cana-1746	385	5	goto	goto	PROPN
cana-1746	385	6	,	,	PUNCT
cana-1746	385	7	h.	h.	PROPN
cana-1746	385	8	uratani	uratani	PROPN
cana-1746	385	9	,	,	PUNCT
cana-1746	385	10	s.	s.	PROPN
cana-1746	385	11	kato	kato	PROPN
cana-1746	385	12	,	,	PUNCT
cana-1746	385	13	and	and	CCONJ
cana-1746	385	14	m.	m.	NOUN
cana-1746	385	15	ehara	ehara	PROPN
cana-1746	385	16	,	,	PUNCT
cana-1746	385	17	“	"	PUNCT
cana-1746	385	18	english	english	ADJ
cana-1746	385	19	japanese	japanese	ADJ
cana-1746	385	20	transcription	transcription	NOUN
cana-1746	385	21	using	use	VERB
cana-1746	385	22	arcs	arc	NOUN
cana-1746	385	23	and	and	CCONJ
cana-1746	385	24	nodes	node	NOUN
cana-1746	385	25	,	,	PUNCT
cana-1746	385	26	”	"	PUNCT
cana-1746	385	27	j.	j.	PROPN
cana-1746	385	28	japanese	japanese	PROPN
cana-1746	385	29	linguistic	linguistic	ADJ
cana-1746	385	30	systems	system	NOUN
cana-1746	385	31	,	,	PUNCT
cana-1746	385	32	vol	vol	NOUN
cana-1746	385	33	.	.	PROPN
cana-1746	385	34	5	5	NUM
cana-1746	385	35	,	,	PUNCT
cana-1746	385	36	no	no	INTJ
cana-1746	385	37	.	.	NOUN
cana-1746	385	38	2	2	NUM
cana-1746	385	39	,	,	PUNCT
cana-1746	385	40	pp	pp	ADJ
cana-1746	385	41	.	.	PUNCT
cana-1746	386	1	45	45	NUM
cana-1746	386	2	-	-	SYM
cana-1746	386	3	60	60	NUM
cana-1746	386	4	,	,	PUNCT
cana-1746	386	5	2003	2003	NUM
cana-1746	386	6	.	.	PUNCT
cana-1746	387	1	[	[	X
cana-1746	387	2	6	6	NUM
cana-1746	387	3	]	]	PUNCT
cana-1746	387	4	h.	h.	PROPN
cana-1746	387	5	nasreen	nasreen	PROPN
cana-1746	387	6	and	and	CCONJ
cana-1746	387	7	j.	j.	PROPN
cana-1746	387	8	larkey	larkey	PROPN
cana-1746	387	9	,	,	PUNCT
cana-1746	387	10	“	"	PUNCT
cana-1746	387	11	arabic	arabic	ADJ
cana-1746	387	12	-	-	PUNCT
cana-1746	387	13	english	english	ADJ
cana-1746	387	14	transcription	transcription	NOUN
cana-1746	387	15	model	model	NOUN
cana-1746	387	16	using	use	VERB
cana-1746	387	17	probability	probability	NOUN
cana-1746	387	18	distributions	distribution	NOUN
cana-1746	387	19	,	,	PUNCT
cana-1746	387	20	”	"	PUNCT
cana-1746	387	21	arabic	arabic	ADJ
cana-1746	387	22	computational	computational	PROPN
cana-1746	387	23	linguistics	linguistics	PROPN
cana-1746	387	24	j.	j.	PROPN
cana-1746	387	25	,	,	PUNCT
cana-1746	387	26	vol	vol	NOUN
cana-1746	387	27	.	.	PROPN
cana-1746	387	28	8	8	NUM
cana-1746	387	29	,	,	PUNCT
cana-1746	387	30	no	no	INTJ
cana-1746	387	31	.	.	NOUN
cana-1746	387	32	2	2	NUM
cana-1746	387	33	,	,	PUNCT
cana-1746	387	34	pp	pp	ADJ
cana-1746	387	35	.	.	PUNCT
cana-1746	388	1	101	101	NUM
cana-1746	388	2	-	-	SYM
cana-1746	388	3	112	112	NUM
cana-1746	388	4	,	,	PUNCT
cana-1746	388	5	2003	2003	NUM
cana-1746	388	6	.	.	PUNCT
cana-1746	389	1	[	[	X
cana-1746	389	2	7	7	X
cana-1746	389	3	]	]	PUNCT
cana-1746	389	4	m.	m.	NOUN
cana-1746	389	5	zhang	zhang	PROPN
cana-1746	389	6	,	,	PUNCT
cana-1746	389	7	h.	h.	PROPN
cana-1746	389	8	li	li	PROPN
cana-1746	389	9	,	,	PUNCT
cana-1746	389	10	and	and	CCONJ
cana-1746	389	11	j.	j.	PROPN
cana-1746	389	12	su	su	PROPN
cana-1746	389	13	,	,	PUNCT
cana-1746	389	14	“	"	PUNCT
cana-1746	389	15	chinese	chinese	ADJ
cana-1746	389	16	-	-	PUNCT
cana-1746	389	17	english	english	ADJ
cana-1746	389	18	noisy	noisy	ADJ
cana-1746	389	19	network	network	NOUN
cana-1746	389	20	model	model	NOUN
cana-1746	389	21	for	for	ADP
cana-1746	389	22	transcription	transcription	NOUN
cana-1746	389	23	,	,	PUNCT
cana-1746	389	24	”	"	PUNCT
cana-1746	389	25	in	in	ADP
cana-1746	389	26	proc	proc	NOUN
cana-1746	389	27	.	.	PUNCT
cana-1746	390	1	int	int	NOUN
cana-1746	390	2	.	.	PUNCT
cana-1746	390	3	conf	conf	PROPN
cana-1746	390	4	.	.	PUNCT
cana-1746	391	1	on	on	ADP
cana-1746	391	2	language	language	NOUN
cana-1746	391	3	resources	resource	NOUN
cana-1746	391	4	and	and	CCONJ
cana-1746	391	5	evaluation	evaluation	NOUN
cana-1746	391	6	,	,	PUNCT
cana-1746	391	7	2004	2004	NUM
cana-1746	391	8	.	.	PUNCT
cana-1746	392	1	[	[	X
cana-1746	392	2	8	8	NUM
cana-1746	392	3	]	]	PUNCT
cana-1746	392	4	a.	a.	NOUN
cana-1746	392	5	malik	malik	PROPN
cana-1746	392	6	,	,	PUNCT
cana-1746	392	7	“	"	PUNCT
cana-1746	392	8	punjabi	punjabi	NOUN
cana-1746	392	9	transcription	transcription	NOUN
cana-1746	392	10	using	use	VERB
cana-1746	392	11	shahmukhi	shahmukhi	PROPN
cana-1746	392	12	-	-	PUNCT
cana-1746	392	13	gurmukhi	gurmukhi	PROPN
cana-1746	392	14	rule	rule	NOUN
cana-1746	392	15	-	-	PUNCT
cana-1746	392	16	based	base	VERB
cana-1746	392	17	method	method	NOUN
cana-1746	392	18	,	,	PUNCT
cana-1746	392	19	”	"	PUNCT
cana-1746	392	20	punjabi	punjabi	NOUN
cana-1746	392	21	linguistic	linguistic	ADJ
cana-1746	392	22	studies	study	NOUN
cana-1746	392	23	,	,	PUNCT
cana-1746	392	24	vol	vol	NOUN
cana-1746	392	25	.	.	PROPN
cana-1746	392	26	7	7	NUM
cana-1746	392	27	,	,	PUNCT
cana-1746	392	28	no	no	INTJ
cana-1746	392	29	.	.	NOUN
cana-1746	392	30	1	1	NUM
cana-1746	392	31	,	,	PUNCT
cana-1746	392	32	pp	pp	ADJ
cana-1746	392	33	.	.	PUNCT
cana-1746	393	1	38	38	NUM
cana-1746	393	2	-	-	SYM
cana-1746	393	3	45	45	NUM
cana-1746	393	4	,	,	PUNCT
cana-1746	393	5	2006	2006	NUM
cana-1746	393	6	.	.	PUNCT
cana-1746	394	1	[	[	X
cana-1746	394	2	9	9	NUM
cana-1746	394	3	]	]	PUNCT
cana-1746	394	4	a.	a.	NOUN
cana-1746	394	5	ekbal	ekbal	PROPN
cana-1746	394	6	,	,	PUNCT
cana-1746	394	7	“	"	PUNCT
cana-1746	394	8	enhanced	enhance	VERB
cana-1746	394	9	joint	joint	ADJ
cana-1746	394	10	source	source	NOUN
cana-1746	394	11	channel	channel	NOUN
cana-1746	394	12	model	model	NOUN
cana-1746	394	13	for	for	ADP
cana-1746	394	14	bengali	bengali	PROPN
cana-1746	394	15	-	-	PUNCT
cana-1746	394	16	english	english	ADJ
cana-1746	394	17	transcription	transcription	NOUN
cana-1746	394	18	,	,	PUNCT
cana-1746	394	19	”	"	PUNCT
cana-1746	394	20	bengali	bengali	PROPN
cana-1746	394	21	language	language	NOUN
cana-1746	394	22	processing	processing	NOUN
cana-1746	394	23	conf	conf	NOUN
cana-1746	394	24	.	.	PUNCT
cana-1746	394	25	,	,	PUNCT
cana-1746	394	26	2006	2006	NUM
cana-1746	394	27	.	.	PUNCT
cana-1746	395	1	[	[	X
cana-1746	395	2	10	10	NUM
cana-1746	395	3	]	]	X
cana-1746	395	4	p.	p.	NOUN
cana-1746	395	5	ganesh	ganesh	PROPN
cana-1746	395	6	,	,	PUNCT
cana-1746	395	7	r.	r.	PROPN
cana-1746	395	8	harsha	harsha	PROPN
cana-1746	395	9	,	,	PUNCT
cana-1746	395	10	d.	d.	PROPN
cana-1746	395	11	pingali	pingali	PROPN
cana-1746	395	12	,	,	PUNCT
cana-1746	395	13	and	and	CCONJ
cana-1746	395	14	a.	a.	PROPN
cana-1746	395	15	verma	verma	PROPN
cana-1746	395	16	,	,	PUNCT
cana-1746	395	17	“	"	PUNCT
cana-1746	395	18	statistical	statistical	ADJ
cana-1746	395	19	transcription	transcription	NOUN
cana-1746	395	20	model	model	NOUN
cana-1746	395	21	for	for	ADP
cana-1746	395	22	language	language	NOUN
cana-1746	395	23	independent	independent	ADJ
cana-1746	395	24	applications	application	NOUN
cana-1746	395	25	,	,	PUNCT
cana-1746	395	26	”	"	PUNCT
cana-1746	395	27	int	int	NOUN
cana-1746	395	28	.	.	PUNCT
cana-1746	396	1	j.	j.	PROPN
cana-1746	396	2	computational	computational	PROPN
cana-1746	396	3	linguistics	linguistics	PROPN
cana-1746	396	4	,	,	PUNCT
cana-1746	396	5	vol	vol	NOUN
cana-1746	396	6	.	.	PROPN
cana-1746	396	7	12	12	NUM
cana-1746	396	8	,	,	PUNCT
cana-1746	396	9	no	no	INTJ
cana-1746	396	10	.	.	NOUN
cana-1746	396	11	4	4	NUM
cana-1746	396	12	,	,	PUNCT
cana-1746	396	13	pp	pp	ADJ
cana-1746	396	14	.	.	PUNCT
cana-1746	397	1	215	215	NUM
cana-1746	397	2	-	-	SYM
cana-1746	397	3	230	230	NUM
cana-1746	397	4	,	,	PUNCT
cana-1746	397	5	2008	2008	NUM
cana-1746	397	6	.	.	PUNCT
cana-1746	398	1	[	[	X
cana-1746	398	2	11	11	NUM
cana-1746	398	3	]	]	PUNCT
cana-1746	398	4	s.	s.	PROPN
cana-1746	399	1	oh	oh	INTJ
cana-1746	399	2	and	and	CCONJ
cana-1746	399	3	h.	h.	PROPN
cana-1746	399	4	isahara	isahara	PROPN
cana-1746	399	5	,	,	PUNCT
cana-1746	399	6	“	"	PUNCT
cana-1746	399	7	support	support	NOUN
cana-1746	399	8	vector	vector	NOUN
cana-1746	399	9	machines	machine	NOUN
cana-1746	399	10	for	for	ADP
cana-1746	399	11	english	english	ADJ
cana-1746	399	12	korean	korean	ADJ
cana-1746	399	13	transcription	transcription	NOUN
cana-1746	399	14	,	,	PUNCT
cana-1746	399	15	”	"	PUNCT
cana-1746	399	16	ieee	ieee	NOUN
cana-1746	399	17	trans	trans	PROPN
cana-1746	399	18	.	.	PUNCT
cana-1746	400	1	language	language	NOUN
cana-1746	400	2	processing	processing	NOUN
cana-1746	400	3	,	,	PUNCT
cana-1746	400	4	vol	vol	NOUN
cana-1746	400	5	.	.	PROPN
cana-1746	400	6	15	15	NUM
cana-1746	400	7	,	,	PUNCT
cana-1746	400	8	no	no	INTJ
cana-1746	400	9	.	.	NOUN
cana-1746	400	10	7	7	NUM
cana-1746	400	11	,	,	PUNCT
cana-1746	400	12	pp	pp	ADJ
cana-1746	400	13	.	.	PUNCT
cana-1746	401	1	987	987	NUM
cana-1746	401	2	-	-	SYM
cana-1746	401	3	999	999	NUM
cana-1746	401	4	,	,	PUNCT
cana-1746	401	5	2007	2007	NUM
cana-1746	401	6	.	.	PUNCT
cana-1746	402	1	[	[	X
cana-1746	402	2	12	12	NUM
cana-1746	402	3	]	]	X
cana-1746	402	4	s.	s.	PROPN
cana-1746	402	5	karimi	karimi	PROPN
cana-1746	402	6	,	,	PUNCT
cana-1746	402	7	“	"	PUNCT
cana-1746	402	8	bayes	bayes	PROPN
cana-1746	402	9	classifier	classifier	NOUN
cana-1746	402	10	and	and	CCONJ
cana-1746	402	11	voting	voting	NOUN
cana-1746	402	12	scheme	scheme	NOUN
cana-1746	402	13	for	for	ADP
cana-1746	402	14	persian	persian	ADJ
cana-1746	402	15	-	-	PUNCT
cana-1746	402	16	english	english	ADJ
cana-1746	402	17	transcription	transcription	NOUN
cana-1746	402	18	,	,	PUNCT
cana-1746	402	19	”	"	PUNCT
cana-1746	402	20	j.	j.	PROPN
cana-1746	402	21	machine	machine	PROPN
cana-1746	402	22	translation	translation	PROPN
cana-1746	402	23	,	,	PUNCT
cana-1746	402	24	vol	vol	NOUN
cana-1746	402	25	.	.	PROPN
cana-1746	402	26	9	9	NUM
cana-1746	402	27	,	,	PUNCT
cana-1746	402	28	no	no	INTJ
cana-1746	402	29	.	.	NOUN
cana-1746	402	30	3	3	NUM
cana-1746	402	31	,	,	PUNCT
cana-1746	402	32	pp	pp	ADJ
cana-1746	402	33	.	.	PUNCT
cana-1746	403	1	172	172	NUM
cana-1746	403	2	-	-	SYM
cana-1746	403	3	184	184	NUM
cana-1746	403	4	,	,	PUNCT
cana-1746	403	5	2008	2008	NUM
cana-1746	403	6	.	.	PUNCT
cana-1746	404	1	[	[	X
cana-1746	404	2	13	13	NUM
cana-1746	404	3	]	]	PUNCT
cana-1746	404	4	m.	m.	NOUN
cana-1746	404	5	arbabi	arbabi	NOUN
cana-1746	404	6	,	,	PUNCT
cana-1746	404	7	“	"	PUNCT
cana-1746	404	8	neural	neural	ADJ
cana-1746	404	9	networks	network	NOUN
cana-1746	404	10	and	and	CCONJ
cana-1746	404	11	knowledge	knowledge	NOUN
cana-1746	404	12	-	-	PUNCT
cana-1746	404	13	based	base	VERB
cana-1746	404	14	hybrid	hybrid	ADJ
cana-1746	404	15	model	model	NOUN
cana-1746	404	16	for	for	ADP
cana-1746	404	17	machine	machine	NOUN
cana-1746	404	18	transcription	transcription	NOUN
cana-1746	404	19	,	,	PUNCT
cana-1746	404	20	”	"	PUNCT
cana-1746	404	21	arabic	arabic	ADJ
cana-1746	404	22	language	language	NOUN
cana-1746	404	23	processing	processing	NOUN
cana-1746	404	24	j.	j.	PROPN
cana-1746	404	25	,	,	PUNCT
cana-1746	404	26	vol	vol	NOUN
cana-1746	404	27	.	.	PROPN
cana-1746	404	28	4	4	NUM
cana-1746	404	29	,	,	PUNCT
cana-1746	404	30	no	no	INTJ
cana-1746	404	31	.	.	NOUN
cana-1746	404	32	2	2	NUM
cana-1746	404	33	,	,	PUNCT
cana-1746	404	34	pp	pp	ADJ
cana-1746	404	35	.	.	PUNCT
cana-1746	405	1	33	33	NUM
cana-1746	405	2	-	-	SYM
cana-1746	405	3	47	47	NUM
cana-1746	405	4	,	,	PUNCT
cana-1746	405	5	1994	1994	NUM
cana-1746	405	6	.	.	PUNCT
cana-1746	406	1	[	[	X
cana-1746	406	2	14	14	NUM
cana-1746	406	3	]	]	PUNCT
cana-1746	406	4	k.	k.	NOUN
cana-1746	406	5	knight	knight	PROPN
cana-1746	406	6	and	and	CCONJ
cana-1746	406	7	j.	j.	PROPN
cana-1746	406	8	graehl	graehl	PROPN
cana-1746	406	9	,	,	PUNCT
cana-1746	406	10	“	"	PUNCT
cana-1746	406	11	wfst	wfst	NOUN
cana-1746	406	12	for	for	ADP
cana-1746	406	13	japanese	japanese	ADJ
cana-1746	406	14	to	to	ADP
cana-1746	406	15	english	english	ADJ
cana-1746	406	16	transcription	transcription	NOUN
cana-1746	406	17	,	,	PUNCT
cana-1746	406	18	”	"	PUNCT
cana-1746	406	19	ieee	ieee	NOUN
cana-1746	406	20	trans	tran	NOUN
cana-1746	406	21	.	.	PUNCT
cana-1746	407	1	on	on	ADP
cana-1746	407	2	language	language	NOUN
cana-1746	407	3	and	and	CCONJ
cana-1746	407	4	speech	speech	NOUN
cana-1746	407	5	processing	processing	NOUN
cana-1746	407	6	,	,	PUNCT
cana-1746	407	7	vol	vol	NOUN
cana-1746	407	8	.	.	NOUN
cana-1746	407	9	8	8	NUM
cana-1746	407	10	,	,	PUNCT
cana-1746	407	11	no	no	INTJ
cana-1746	407	12	.	.	NOUN
cana-1746	407	13	1	1	NUM
cana-1746	407	14	,	,	PUNCT
cana-1746	407	15	pp	pp	ADJ
cana-1746	407	16	.	.	PUNCT
cana-1746	407	17	54	54	NUM
cana-1746	407	18	-	-	SYM
cana-1746	407	19	63	63	NUM
cana-1746	407	20	,	,	PUNCT
cana-1746	407	21	1998	1998	NUM
cana-1746	407	22	.	.	PUNCT
cana-1746	408	1	[	[	X
cana-1746	408	2	15	15	NUM
cana-1746	408	3	]	]	X
cana-1746	408	4	c.	c.	PROPN
cana-1746	408	5	wutiwiwatchai	wutiwiwatchai	PROPN
cana-1746	408	6	and	and	CCONJ
cana-1746	408	7	a.	a.	NOUN
cana-1746	408	8	thangthai	thangthai	NOUN
cana-1746	408	9	,	,	PUNCT
cana-1746	408	10	“	"	PUNCT
cana-1746	408	11	syllable	syllable	NOUN
cana-1746	408	12	-	-	PUNCT
cana-1746	408	13	based	base	VERB
cana-1746	408	14	thai	thai	PROPN
cana-1746	408	15	-	-	PUNCT
cana-1746	408	16	english	english	PROPN
cana-1746	408	17	transcription	transcription	NOUN
cana-1746	408	18	system	system	NOUN
cana-1746	408	19	,	,	PUNCT
cana-1746	408	20	”	"	PUNCT
cana-1746	408	21	proc	proc	NOUN
cana-1746	408	22	.	.	PUNCT
cana-1746	409	1	of	of	ADP
cana-1746	409	2	the	the	DET
cana-1746	409	3	11th	11th	ADJ
cana-1746	409	4	conf	conf	NOUN
cana-1746	409	5	.	.	PUNCT
cana-1746	410	1	on	on	ADP
cana-1746	410	2	asian	asian	ADJ
cana-1746	410	3	linguistics	linguistic	NOUN
cana-1746	410	4	,	,	PUNCT
cana-1746	410	5	2010	2010	NUM
cana-1746	410	6	.	.	PUNCT
cana-1746	411	1	[	[	X
cana-1746	411	2	16	16	NUM
cana-1746	411	3	]	]	PUNCT
cana-1746	411	4	m.	m.	PROPN
cana-1746	411	5	k.	k.	PROPN
cana-1746	411	6	chinnakotla	chinnakotla	PROPN
cana-1746	411	7	,	,	PUNCT
cana-1746	411	8	o.	o.	PROPN
cana-1746	411	9	p.	p.	PROPN
cana-1746	411	10	damani	damani	PROPN
cana-1746	411	11	,	,	PUNCT
cana-1746	411	12	and	and	CCONJ
cana-1746	411	13	a.	a.	NOUN
cana-1746	411	14	satoskar	satoskar	NOUN
cana-1746	411	15	,	,	PUNCT
cana-1746	411	16	“	"	PUNCT
cana-1746	411	17	statistical	statistical	ADJ
cana-1746	411	18	techniques	technique	NOUN
cana-1746	411	19	and	and	CCONJ
cana-1746	411	20	bilingual	bilingual	ADJ
cana-1746	411	21	rule	rule	NOUN
cana-1746	411	22	bases	basis	NOUN
cana-1746	411	23	for	for	ADP
cana-1746	411	24	resourcescarce	resourcescarce	ADJ
cana-1746	411	25	languages	language	NOUN
cana-1746	411	26	,	,	PUNCT
cana-1746	411	27	”	"	PUNCT
cana-1746	411	28	language	language	NOUN
cana-1746	411	29	resources	resource	NOUN
cana-1746	411	30	j.	j.	PROPN
cana-1746	411	31	,	,	PUNCT
cana-1746	411	32	vol	vol	NOUN
cana-1746	411	33	.	.	PROPN
cana-1746	411	34	9	9	NUM
cana-1746	411	35	,	,	PUNCT
cana-1746	411	36	no	no	INTJ
cana-1746	411	37	.	.	NOUN
cana-1746	411	38	2	2	NUM
cana-1746	411	39	,	,	PUNCT
cana-1746	411	40	pp	pp	ADJ
cana-1746	411	41	.	.	PUNCT
cana-1746	412	1	198	198	NUM
cana-1746	412	2	-	-	SYM
cana-1746	412	3	207	207	NUM
cana-1746	412	4	,	,	PUNCT
cana-1746	412	5	2010	2010	NUM
cana-1746	412	6	.	.	PUNCT
cana-1746	413	1	[	[	X
cana-1746	413	2	17	17	NUM
cana-1746	413	3	]	]	X
cana-1746	413	4	y.	y.	PROPN
cana-1746	413	5	al	al	PROPN
cana-1746	413	6	-	-	PUNCT
cana-1746	413	7	onaizan	onaizan	PROPN
cana-1746	413	8	and	and	CCONJ
cana-1746	413	9	k.	k.	PROPN
cana-1746	413	10	knight	knight	PROPN
cana-1746	413	11	,	,	PUNCT
cana-1746	413	12	“	"	PUNCT
cana-1746	413	13	arabic	arabic	ADJ
cana-1746	413	14	-	-	PUNCT
cana-1746	413	15	english	english	ADJ
cana-1746	413	16	hybrid	hybrid	NOUN
cana-1746	413	17	transcription	transcription	NOUN
cana-1746	413	18	using	use	VERB
cana-1746	413	19	phonetic	phonetic	ADJ
cana-1746	413	20	and	and	CCONJ
cana-1746	413	21	grapheme	grapheme	ADJ
cana-1746	413	22	information	information	NOUN
cana-1746	413	23	,	,	PUNCT
cana-1746	413	24	”	"	PUNCT
cana-1746	413	25	ieee	ieee	NOUN
cana-1746	413	26	trans	trans	PROPN
cana-1746	413	27	.	.	PUNCT
cana-1746	414	1	language	language	NOUN
cana-1746	414	2	processing	processing	NOUN
cana-1746	414	3	,	,	PUNCT
cana-1746	414	4	vol	vol	NOUN
cana-1746	414	5	.	.	PROPN
cana-1746	414	6	10	10	NUM
cana-1746	414	7	,	,	PUNCT
cana-1746	414	8	no	no	INTJ
cana-1746	414	9	.	.	NOUN
cana-1746	414	10	2	2	NUM
cana-1746	414	11	,	,	PUNCT
cana-1746	414	12	pp	pp	ADJ
cana-1746	414	13	.	.	PUNCT
cana-1746	415	1	120	120	NUM
cana-1746	415	2	-	-	SYM
cana-1746	415	3	130	130	NUM
cana-1746	415	4	,	,	PUNCT
cana-1746	415	5	2002	2002	NUM
cana-1746	415	6	.	.	PUNCT
cana-1746	416	1	[	[	X
cana-1746	416	2	18	18	NUM
cana-1746	416	3	]	]	X
cana-1746	416	4	e.	e.	PROPN
cana-1746	416	5	bilac	bilac	PROPN
cana-1746	416	6	and	and	CCONJ
cana-1746	416	7	t.	t.	PROPN
cana-1746	416	8	tanaka	tanaka	PROPN
cana-1746	416	9	,	,	PUNCT
cana-1746	416	10	“	"	PUNCT
cana-1746	416	11	hybrid	hybrid	ADJ
cana-1746	416	12	grapheme	grapheme	NOUN
cana-1746	416	13	and	and	CCONJ
cana-1746	416	14	phonetic	phonetic	ADJ
cana-1746	416	15	model	model	NOUN
cana-1746	416	16	for	for	ADP
cana-1746	416	17	english	english	PROPN
cana-1746	416	18	-	-	PUNCT
cana-1746	416	19	persian	persian	ADJ
cana-1746	416	20	back	back	NOUN
cana-1746	416	21	-	-	PUNCT
cana-1746	416	22	transliteration	transliteration	NOUN
cana-1746	416	23	,	,	PUNCT
cana-1746	416	24	”	"	PUNCT
cana-1746	416	25	persian	persian	ADJ
cana-1746	416	26	language	language	NOUN
cana-1746	416	27	processing	processing	NOUN
cana-1746	416	28	j.	j.	PROPN
cana-1746	416	29	,	,	PUNCT
cana-1746	416	30	vol	vol	NOUN
cana-1746	416	31	.	.	PROPN
cana-1746	416	32	6	6	NUM
cana-1746	416	33	,	,	PUNCT
cana-1746	416	34	no	no	INTJ
cana-1746	416	35	.	.	NOUN
cana-1746	416	36	1	1	NUM
cana-1746	416	37	,	,	PUNCT
cana-1746	416	38	pp	pp	ADJ
cana-1746	416	39	.	.	PUNCT
cana-1746	416	40	89	89	NUM
cana-1746	416	41	-	-	SYM
cana-1746	416	42	102	102	NUM
cana-1746	416	43	,	,	PUNCT
cana-1746	416	44	2008	2008	NUM
cana-1746	416	45	.	.	PUNCT
cana-1746	417	1	[	[	X
cana-1746	417	2	19	19	NUM
cana-1746	417	3	]	]	PUNCT
cana-1746	417	4	j.	j.	PROPN
cana-1746	417	5	gao	gao	PROPN
cana-1746	417	6	,	,	PUNCT
cana-1746	417	7	“	"	PUNCT
cana-1746	417	8	direct	direct	ADJ
cana-1746	417	9	phonetic	phonetic	ADJ
cana-1746	417	10	transcription	transcription	NOUN
cana-1746	417	11	for	for	ADP
cana-1746	417	12	chinese	chinese	ADJ
cana-1746	417	13	-	-	PUNCT
cana-1746	417	14	english	english	PROPN
cana-1746	417	15	applications	application	NOUN
cana-1746	417	16	,	,	PUNCT
cana-1746	417	17	”	"	PUNCT
cana-1746	417	18	chinese	chinese	ADJ
cana-1746	417	19	linguistic	linguistic	ADJ
cana-1746	417	20	technology	technology	NOUN
cana-1746	417	21	conf	conf	NOUN
cana-1746	417	22	.	.	PUNCT
cana-1746	417	23	,	,	PUNCT
cana-1746	417	24	2004	2004	NUM
cana-1746	417	25	.	.	PUNCT
cana-1746	418	1	[	[	X
cana-1746	418	2	20	20	NUM
cana-1746	418	3	]	]	X
cana-1746	418	4	h.	h.	PROPN
cana-1746	418	5	surana	surana	PROPN
cana-1746	418	6	and	and	CCONJ
cana-1746	418	7	a.	a.	PROPN
cana-1746	418	8	k.	k.	PROPN
cana-1746	418	9	singh	singh	PROPN
cana-1746	418	10	,	,	PUNCT
cana-1746	418	11	“	"	PUNCT
cana-1746	418	12	discerning	discern	VERB
cana-1746	418	13	adaptable	adaptable	ADJ
cana-1746	418	14	transcription	transcription	NOUN
cana-1746	418	15	mechanism	mechanism	NOUN
cana-1746	418	16	for	for	ADP
cana-1746	418	17	indian	indian	ADJ
cana-1746	418	18	languages	language	NOUN
cana-1746	418	19	,	,	PUNCT
cana-1746	418	20	”	"	PUNCT
cana-1746	418	21	j.	j.	PROPN
cana-1746	418	22	computational	computational	PROPN
cana-1746	418	23	linguistics	linguistics	PROPN
cana-1746	418	24	,	,	PUNCT
cana-1746	418	25	vol	vol	NOUN
cana-1746	418	26	.	.	PROPN
cana-1746	418	27	7	7	NUM
cana-1746	418	28	,	,	PUNCT
cana-1746	418	29	no	no	INTJ
cana-1746	418	30	.	.	NOUN
cana-1746	418	31	4	4	NUM
cana-1746	418	32	,	,	PUNCT
cana-1746	418	33	pp	pp	ADJ
cana-1746	418	34	.	.	PUNCT
cana-1746	419	1	237	237	NUM
cana-1746	419	2	-	-	SYM
cana-1746	419	3	248	248	NUM
cana-1746	419	4	,	,	PUNCT
cana-1746	419	5	2008	2008	NUM
cana-1746	419	6	.	.	PUNCT
cana-1746	420	1	communications	communication	NOUN
cana-1746	420	2	on	on	ADP
cana-1746	420	3	applied	apply	VERB
cana-1746	420	4	nonlinear	nonlinear	ADJ
cana-1746	420	5	analysis	analysis	NOUN
cana-1746	420	6	issn	issn	NOUN
cana-1746	420	7	:	:	PUNCT
cana-1746	420	8	1074	1074	NUM
cana-1746	420	9	-	-	PUNCT
cana-1746	420	10	133x	133x	NUM
cana-1746	420	11	vol	vol	NOUN
cana-1746	420	12	32	32	NUM
cana-1746	420	13	no	no	NOUN
cana-1746	420	14	.	.	NOUN
cana-1746	420	15	2	2	NUM
cana-1746	420	16	(	(	PUNCT
cana-1746	420	17	2025	2025	NUM
cana-1746	420	18	)	)	PUNCT
cana-1746	420	19	354	354	NUM
cana-1746	420	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1746	421	1	[	[	X
cana-1746	421	2	21	21	NUM
cana-1746	421	3	]	]	PUNCT
cana-1746	421	4	s.	s.	PROPN
cana-1746	421	5	k.	k.	PROPN
cana-1746	421	6	saha	saha	PROPN
cana-1746	421	7	,	,	PUNCT
cana-1746	422	1	p.	p.	PROPN
cana-1746	422	2	s.	s.	PROPN
cana-1746	422	3	ghosh	ghosh	PROPN
cana-1746	422	4	,	,	PUNCT
cana-1746	422	5	s.	s.	PROPN
cana-1746	422	6	sarkar	sarkar	PROPN
cana-1746	422	7	,	,	PUNCT
cana-1746	422	8	and	and	CCONJ
cana-1746	422	9	p.	p.	PROPN
cana-1746	422	10	mitra	mitra	PROPN
cana-1746	422	11	,	,	PUNCT
cana-1746	422	12	“	"	PUNCT
cana-1746	422	13	two	two	NUM
cana-1746	422	14	-	-	PUNCT
cana-1746	422	15	phase	phase	NOUN
cana-1746	422	16	hindi	hindi	NOUN
cana-1746	422	17	-	-	PUNCT
cana-1746	422	18	english	english	ADJ
cana-1746	422	19	transcription	transcription	NOUN
cana-1746	422	20	system	system	NOUN
cana-1746	422	21	,	,	PUNCT
cana-1746	422	22	”	"	PUNCT
cana-1746	422	23	ieee	ieee	NOUN
cana-1746	422	24	conf	conf	NOUN
cana-1746	422	25	.	.	PUNCT
cana-1746	423	1	on	on	ADP
cana-1746	423	2	language	language	NOUN
cana-1746	423	3	technology	technology	NOUN
cana-1746	423	4	,	,	PUNCT
cana-1746	423	5	2008	2008	NUM
cana-1746	423	6	.	.	PUNCT
cana-1746	424	1	[	[	X
cana-1746	424	2	22	22	NUM
cana-1746	424	3	]	]	PUNCT
cana-1746	424	4	ekbal	ekbal	PROPN
cana-1746	424	5	,	,	PUNCT
cana-1746	424	6	s.	s.	PROPN
cana-1746	424	7	naskar	naskar	PROPN
cana-1746	424	8	,	,	PUNCT
cana-1746	424	9	and	and	CCONJ
cana-1746	424	10	s.	s.	PROPN
cana-1746	424	11	bandyopadhyay	bandyopadhyay	PROPN
cana-1746	424	12	,	,	PUNCT
cana-1746	424	13	“	"	PUNCT
cana-1746	424	14	hmm	hmm	ADV
cana-1746	424	15	-	-	PUNCT
cana-1746	424	16	based	base	VERB
cana-1746	424	17	ner	ner	NOUN
cana-1746	424	18	system	system	NOUN
cana-1746	424	19	for	for	ADP
cana-1746	424	20	bengali	bengali	NOUN
cana-1746	424	21	,	,	PUNCT
cana-1746	424	22	”	"	PUNCT
cana-1746	424	23	int	int	NOUN
cana-1746	424	24	.	.	PUNCT
cana-1746	425	1	j.	j.	PROPN
cana-1746	425	2	of	of	ADP
cana-1746	425	3	computational	computational	ADJ
cana-1746	425	4	linguistics	linguistic	NOUN
cana-1746	425	5	and	and	CCONJ
cana-1746	425	6	applications	application	NOUN
cana-1746	425	7	,	,	PUNCT
cana-1746	425	8	vol	vol	NOUN
cana-1746	425	9	.	.	PROPN
cana-1746	425	10	10	10	NUM
cana-1746	425	11	,	,	PUNCT
cana-1746	425	12	no	no	INTJ
cana-1746	425	13	.	.	NOUN
cana-1746	425	14	3	3	NUM
cana-1746	425	15	,	,	PUNCT
cana-1746	425	16	pp	pp	ADJ
cana-1746	425	17	.	.	PUNCT
cana-1746	426	1	92	92	NUM
cana-1746	426	2	-	-	SYM
cana-1746	426	3	104	104	NUM
cana-1746	426	4	,	,	PUNCT
cana-1746	426	5	2010	2010	NUM
cana-1746	426	6	.	.	PUNCT
cana-1746	427	1	[	[	X
cana-1746	427	2	23	23	NUM
cana-1746	427	3	]	]	X
cana-1746	427	4	s.	s.	PROPN
cana-1746	427	5	karimi	karimi	PROPN
cana-1746	427	6	,	,	PUNCT
cana-1746	427	7	“	"	PUNCT
cana-1746	427	8	bayesian	bayesian	NOUN
cana-1746	427	9	classifier	classifier	NOUN
cana-1746	427	10	for	for	ADP
cana-1746	427	11	persian	persian	ADJ
cana-1746	427	12	-	-	PUNCT
cana-1746	427	13	english	english	ADJ
cana-1746	427	14	transcription	transcription	NOUN
cana-1746	427	15	,	,	PUNCT
cana-1746	427	16	”	"	PUNCT
cana-1746	427	17	ieee	ieee	NOUN
cana-1746	427	18	trans	tran	NOUN
cana-1746	427	19	.	.	PUNCT
cana-1746	428	1	on	on	ADP
cana-1746	428	2	computational	computational	ADJ
cana-1746	428	3	linguistics	linguistic	NOUN
cana-1746	428	4	,	,	PUNCT
cana-1746	428	5	vol	vol	NOUN
cana-1746	428	6	.	.	PROPN
cana-1746	428	7	8	8	NUM
cana-1746	428	8	,	,	PUNCT
cana-1746	428	9	no	no	INTJ
cana-1746	428	10	.	.	NOUN
cana-1746	428	11	2	2	NUM
cana-1746	428	12	,	,	PUNCT
cana-1746	428	13	pp	pp	ADJ
cana-1746	428	14	.	.	PUNCT
cana-1746	428	15	145	145	NUM
cana-1746	428	16	-	-	SYM
cana-1746	428	17	158	158	NUM
cana-1746	428	18	,	,	PUNCT
cana-1746	428	19	2008	2008	NUM
cana-1746	428	20	.	.	PUNCT
cana-1746	429	1	[	[	X
cana-1746	429	2	24	24	NUM
cana-1746	429	3	]	]	PUNCT
cana-1746	429	4	k.	k.	NOUN
cana-1746	429	5	knight	knight	PROPN
cana-1746	429	6	and	and	CCONJ
cana-1746	429	7	j.	j.	PROPN
cana-1746	429	8	graehl	graehl	PROPN
cana-1746	429	9	,	,	PUNCT
cana-1746	429	10	“	"	PUNCT
cana-1746	429	11	wfsa	wfsa	NOUN
cana-1746	429	12	and	and	CCONJ
cana-1746	429	13	wfst	wfst	NOUN
cana-1746	429	14	for	for	ADP
cana-1746	429	15	japanese	japanese	ADJ
cana-1746	429	16	-	-	PUNCT
cana-1746	429	17	english	english	ADJ
cana-1746	429	18	transcription	transcription	NOUN
cana-1746	429	19	,	,	PUNCT
cana-1746	429	20	”	"	PUNCT
cana-1746	429	21	language	language	NOUN
cana-1746	429	22	and	and	CCONJ
cana-1746	429	23	speech	speech	NOUN
cana-1746	429	24	processing	processing	NOUN
cana-1746	429	25	j.	j.	PROPN
cana-1746	429	26	,	,	PUNCT
cana-1746	429	27	vol	vol	NOUN
cana-1746	429	28	.	.	PROPN
cana-1746	429	29	9	9	NUM
cana-1746	429	30	,	,	PUNCT
cana-1746	429	31	no	no	INTJ
cana-1746	429	32	.	.	NOUN
cana-1746	429	33	3	3	NUM
cana-1746	429	34	,	,	PUNCT
cana-1746	429	35	pp	pp	ADJ
cana-1746	429	36	.	.	PUNCT
cana-1746	430	1	70	70	NUM
cana-1746	430	2	-	-	SYM
cana-1746	430	3	85	85	NUM
cana-1746	430	4	,	,	PUNCT
cana-1746	430	5	1998	1998	NUM
cana-1746	430	6	.	.	PUNCT
cana-1746	431	1	[	[	X
cana-1746	431	2	25	25	NUM
cana-1746	431	3	]	]	PUNCT
cana-1746	431	4	m.	m.	NOUN
cana-1746	431	5	nagao	nagao	NOUN
cana-1746	431	6	,	,	PUNCT
cana-1746	431	7	"	"	PUNCT
cana-1746	431	8	a	a	DET
cana-1746	431	9	framework	framework	NOUN
cana-1746	431	10	of	of	ADP
cana-1746	431	11	machine	machine	NOUN
cana-1746	431	12	translation	translation	NOUN
cana-1746	431	13	,	,	PUNCT
cana-1746	431	14	"	"	PUNCT
cana-1746	431	15	in	in	ADP
cana-1746	431	16	proceedings	proceeding	NOUN
cana-1746	431	17	of	of	ADP
cana-1746	431	18	the	the	DET
cana-1746	431	19	10th	10th	ADJ
cana-1746	431	20	international	international	ADJ
cana-1746	431	21	conference	conference	NOUN
cana-1746	431	22	on	on	ADP
cana-1746	431	23	computational	computational	ADJ
cana-1746	431	24	linguistics	linguistic	NOUN
cana-1746	431	25	,	,	PUNCT
cana-1746	431	26	1984	1984	NUM
cana-1746	431	27	.	.	PUNCT
cana-1746	432	1	[	[	X
cana-1746	432	2	26	26	NUM
cana-1746	432	3	]	]	X
cana-1746	432	4	s.	s.	PROPN
cana-1746	432	5	gupta	gupta	PROPN
cana-1746	432	6	and	and	CCONJ
cana-1746	432	7	s.	s.	PROPN
cana-1746	432	8	gupta	gupta	PROPN
cana-1746	432	9	,	,	PUNCT
cana-1746	432	10	“	"	PUNCT
cana-1746	432	11	transliteration	transliteration	NOUN
cana-1746	432	12	and	and	CCONJ
cana-1746	432	13	translation	translation	NOUN
cana-1746	432	14	of	of	ADP
cana-1746	432	15	indian	indian	ADJ
cana-1746	432	16	languages	language	NOUN
cana-1746	432	17	for	for	ADP
cana-1746	432	18	digital	digital	ADJ
cana-1746	432	19	text	text	NOUN
cana-1746	432	20	retrieval	retrieval	NOUN
cana-1746	432	21	,	,	PUNCT
cana-1746	432	22	”	"	PUNCT
cana-1746	432	23	journal	journal	NOUN
cana-1746	432	24	of	of	ADP
cana-1746	432	25	natural	natural	ADJ
cana-1746	432	26	language	language	NOUN
cana-1746	432	27	engineering	engineering	NOUN
cana-1746	432	28	,	,	PUNCT
cana-1746	432	29	vol	vol	NOUN
cana-1746	432	30	.	.	PROPN
cana-1746	432	31	18	18	NUM
cana-1746	432	32	,	,	PUNCT
cana-1746	432	33	no	no	INTJ
cana-1746	432	34	.	.	NOUN
cana-1746	432	35	1	1	NUM
cana-1746	432	36	,	,	PUNCT
cana-1746	432	37	pp	pp	ADJ
cana-1746	432	38	.	.	PUNCT
cana-1746	433	1	29	29	NUM
cana-1746	433	2	-	-	SYM
cana-1746	433	3	45	45	NUM
cana-1746	433	4	,	,	PUNCT
cana-1746	433	5	2012	2012	NUM
cana-1746	433	6	.	.	PUNCT
cana-1746	434	1	[	[	X
cana-1746	434	2	27	27	NUM
cana-1746	434	3	]	]	PUNCT
cana-1746	434	4	t.	t.	PROPN
cana-1746	434	5	mikolov	mikolov	PROPN
cana-1746	434	6	,	,	PUNCT
cana-1746	434	7	i.	i.	PROPN
cana-1746	434	8	sutskever	sutskever	PROPN
cana-1746	434	9	,	,	PUNCT
cana-1746	434	10	k.	k.	PROPN
cana-1746	434	11	chen	chen	PROPN
cana-1746	434	12	,	,	PUNCT
cana-1746	434	13	g.	g.	PROPN
cana-1746	434	14	s.	s.	PROPN
cana-1746	434	15	corrado	corrado	PROPN
cana-1746	434	16	,	,	PUNCT
cana-1746	434	17	and	and	CCONJ
cana-1746	434	18	j.	j.	PROPN
cana-1746	434	19	dean	dean	PROPN
cana-1746	434	20	,	,	PUNCT
cana-1746	434	21	"	"	PUNCT
cana-1746	434	22	distributed	distribute	VERB
cana-1746	434	23	representations	representation	NOUN
cana-1746	434	24	of	of	ADP
cana-1746	434	25	words	word	NOUN
cana-1746	434	26	and	and	CCONJ
cana-1746	434	27	phrases	phrase	NOUN
cana-1746	434	28	and	and	CCONJ
cana-1746	434	29	their	their	PRON
cana-1746	434	30	compositionality	compositionality	NOUN
cana-1746	434	31	,	,	PUNCT
cana-1746	434	32	"	"	PUNCT
cana-1746	434	33	in	in	ADP
cana-1746	434	34	advances	advance	NOUN
cana-1746	434	35	in	in	ADP
cana-1746	434	36	neural	neural	ADJ
cana-1746	434	37	information	information	NOUN
cana-1746	434	38	processing	processing	NOUN
cana-1746	434	39	systems	system	NOUN
cana-1746	434	40	26	26	NUM
cana-1746	434	41	,	,	PUNCT
cana-1746	434	42	2013	2013	NUM
cana-1746	434	43	,	,	PUNCT
cana-1746	434	44	pp	pp	ADJ
cana-1746	434	45	.	.	PUNCT
cana-1746	435	1	3111	3111	NUM
cana-1746	435	2	-	-	SYM
cana-1746	435	3	3119	3119	NUM
cana-1746	435	4	.	.	PUNCT
cana-1746	436	1	[	[	X
cana-1746	436	2	28	28	NUM
cana-1746	436	3	]	]	X
cana-1746	436	4	j.	j.	PROPN
cana-1746	436	5	devlin	devlin	PROPN
cana-1746	436	6	,	,	PUNCT
cana-1746	436	7	m.	m.	PROPN
cana-1746	436	8	w.	w.	PROPN
cana-1746	436	9	chang	chang	PROPN
cana-1746	436	10	,	,	PUNCT
cana-1746	436	11	k.	k.	PROPN
cana-1746	436	12	lee	lee	PROPN
cana-1746	436	13	,	,	PUNCT
cana-1746	436	14	and	and	CCONJ
cana-1746	436	15	k.	k.	PROPN
cana-1746	436	16	toutanova	toutanova	PROPN
cana-1746	436	17	,	,	PUNCT
cana-1746	436	18	“	"	PUNCT
cana-1746	436	19	bert	bert	PROPN
cana-1746	436	20	:	:	PUNCT
cana-1746	436	21	pre	pre	ADJ
cana-1746	436	22	-	-	NOUN
cana-1746	436	23	training	training	NOUN
cana-1746	436	24	of	of	ADP
cana-1746	436	25	deep	deep	ADJ
cana-1746	436	26	bidirectional	bidirectional	ADJ
cana-1746	436	27	transformers	transformer	NOUN
cana-1746	436	28	for	for	ADP
cana-1746	436	29	language	language	NOUN
cana-1746	436	30	understanding	understanding	NOUN
cana-1746	436	31	,	,	PUNCT
cana-1746	436	32	”	"	PUNCT
cana-1746	436	33	in	in	ADP
cana-1746	436	34	proceedings	proceeding	NOUN
cana-1746	436	35	of	of	ADP
cana-1746	436	36	the	the	DET
cana-1746	436	37	2019	2019	NUM
cana-1746	436	38	conference	conference	NOUN
cana-1746	436	39	of	of	ADP
cana-1746	436	40	the	the	DET
cana-1746	436	41	north	north	ADJ
cana-1746	436	42	american	american	ADJ
cana-1746	436	43	chapter	chapter	NOUN
cana-1746	436	44	of	of	ADP
cana-1746	436	45	the	the	DET
cana-1746	436	46	association	association	NOUN
cana-1746	436	47	for	for	ADP
cana-1746	436	48	computational	computational	ADJ
cana-1746	436	49	linguistics	linguistic	NOUN
cana-1746	436	50	,	,	PUNCT
cana-1746	436	51	2018	2018	NUM
cana-1746	436	52	.	.	PUNCT
cana-1746	437	1	[	[	X
cana-1746	437	2	29	29	NUM
cana-1746	437	3	]	]	X
cana-1746	437	4	n.	n.	NOUN
cana-1746	437	5	reimers	reimer	NOUN
cana-1746	437	6	and	and	CCONJ
cana-1746	437	7	i.	i.	NOUN
cana-1746	437	8	gurevych	gurevych	PROPN
cana-1746	437	9	,	,	PUNCT
cana-1746	437	10	“	"	PUNCT
cana-1746	437	11	sentence	sentence	NOUN
cana-1746	437	12	-	-	PUNCT
cana-1746	437	13	bert	bert	NOUN
cana-1746	437	14	:	:	PUNCT
cana-1746	437	15	sentence	sentence	NOUN
cana-1746	437	16	embeddings	embedding	NOUN
cana-1746	437	17	using	use	VERB
cana-1746	437	18	siamese	siamese	ADJ
cana-1746	437	19	bert	bert	NOUN
cana-1746	437	20	-	-	PUNCT
cana-1746	437	21	networks	network	NOUN
cana-1746	437	22	,	,	PUNCT
cana-1746	437	23	”	"	PUNCT
cana-1746	437	24	in	in	ADP
cana-1746	437	25	proceedings	proceeding	NOUN
cana-1746	437	26	of	of	ADP
cana-1746	437	27	the	the	DET
cana-1746	437	28	2019	2019	NUM
cana-1746	437	29	conference	conference	NOUN
cana-1746	437	30	on	on	ADP
cana-1746	437	31	empirical	empirical	ADJ
cana-1746	437	32	methods	method	NOUN
cana-1746	437	33	in	in	ADP
cana-1746	437	34	natural	natural	ADJ
cana-1746	437	35	language	language	NOUN
cana-1746	437	36	processing	processing	NOUN
cana-1746	437	37	(	(	PUNCT
cana-1746	437	38	emnlp	emnlp	ADJ
cana-1746	437	39	)	)	PUNCT
cana-1746	437	40	,	,	PUNCT
cana-1746	437	41	2019	2019	NUM
cana-1746	437	42	.	.	PUNCT
cana-1746	438	1	[	[	X
cana-1746	438	2	30	30	NUM
cana-1746	438	3	]	]	X
cana-1746	438	4	k.	k.	PROPN
cana-1746	438	5	malik	malik	PROPN
cana-1746	438	6	and	and	CCONJ
cana-1746	438	7	a.	a.	PROPN
cana-1746	438	8	gupta	gupta	PROPN
cana-1746	438	9	,	,	PUNCT
cana-1746	438	10	“	"	PUNCT
cana-1746	438	11	a	a	DET
cana-1746	438	12	survey	survey	NOUN
cana-1746	438	13	of	of	ADP
cana-1746	438	14	transcription	transcription	NOUN
cana-1746	438	15	techniques	technique	NOUN
cana-1746	438	16	for	for	ADP
cana-1746	438	17	indian	indian	ADJ
cana-1746	438	18	languages	language	NOUN
cana-1746	438	19	,	,	PUNCT
cana-1746	438	20	”	"	PUNCT
cana-1746	438	21	international	international	ADJ
cana-1746	438	22	journal	journal	NOUN
cana-1746	438	23	of	of	ADP
cana-1746	438	24	computer	computer	NOUN
cana-1746	438	25	applications	application	NOUN
cana-1746	438	26	,	,	PUNCT
cana-1746	438	27	vol	vol	NOUN
cana-1746	438	28	.	.	PROPN
cana-1746	439	1	23	23	NUM
cana-1746	439	2	,	,	PUNCT
cana-1746	439	3	no	no	INTJ
cana-1746	439	4	.	.	NOUN
cana-1746	439	5	4	4	NUM
cana-1746	439	6	,	,	PUNCT
cana-1746	439	7	pp	pp	ADJ
cana-1746	439	8	.	.	PUNCT
cana-1746	440	1	23	23	NUM
cana-1746	440	2	-	-	SYM
cana-1746	440	3	29	29	NUM
cana-1746	440	4	,	,	PUNCT
cana-1746	440	5	2011	2011	NUM
cana-1746	440	6	.	.	PUNCT
cana-1746	441	1	[	[	X
cana-1746	441	2	31	31	NUM
cana-1746	441	3	]	]	X
cana-1746	441	4	y.	y.	PROPN
cana-1746	441	5	wu	wu	PROPN
cana-1746	441	6	,	,	PUNCT
cana-1746	441	7	m.	m.	NOUN
cana-1746	441	8	schuster	schuster	PROPN
cana-1746	441	9	,	,	PUNCT
cana-1746	441	10	z.	z.	PROPN
cana-1746	441	11	chen	chen	PROPN
cana-1746	441	12	,	,	PUNCT
cana-1746	441	13	q.	q.	PROPN
cana-1746	441	14	v.	v.	PROPN
cana-1746	441	15	le	le	PROPN
cana-1746	441	16	,	,	PUNCT
cana-1746	441	17	m.	m.	PROPN
cana-1746	441	18	norouzi	norouzi	PROPN
cana-1746	441	19	,	,	PUNCT
cana-1746	441	20	and	and	CCONJ
cana-1746	441	21	w.	w.	PROPN
cana-1746	441	22	macherey	macherey	PROPN
cana-1746	441	23	,	,	PUNCT
cana-1746	441	24	“	"	PUNCT
cana-1746	441	25	google	google	PROPN
cana-1746	441	26	's	's	PART
cana-1746	441	27	neural	neural	ADJ
cana-1746	441	28	machine	machine	NOUN
cana-1746	441	29	translation	translation	NOUN
cana-1746	441	30	system	system	NOUN
cana-1746	441	31	:	:	PUNCT
cana-1746	441	32	bridging	bridge	VERB
cana-1746	441	33	the	the	DET
cana-1746	441	34	gap	gap	NOUN
cana-1746	441	35	between	between	ADP
cana-1746	441	36	human	human	ADJ
cana-1746	441	37	and	and	CCONJ
cana-1746	441	38	machine	machine	NOUN
cana-1746	441	39	translation	translation	NOUN
cana-1746	441	40	,	,	PUNCT
cana-1746	441	41	”	"	PUNCT
cana-1746	441	42	arxiv	arxiv	PROPN
cana-1746	441	43	preprint	preprint	PROPN
cana-1746	441	44	arxiv:1609.08144	arxiv:1609.08144	NUM
cana-1746	441	45	,	,	PUNCT
cana-1746	441	46	2016	2016	NUM
cana-1746	441	47	.	.	PUNCT
cana-1746	442	1	[	[	X
cana-1746	442	2	32	32	NUM
cana-1746	442	3	]	]	PUNCT
cana-1746	442	4	x.	x.	PROPN
cana-1746	442	5	chen	chen	PROPN
cana-1746	442	6	,	,	PUNCT
cana-1746	442	7	x.	x.	PROPN
cana-1746	442	8	zhu	zhu	PROPN
cana-1746	442	9	,	,	PUNCT
cana-1746	442	10	y.	y.	PROPN
cana-1746	442	11	wang	wang	PROPN
cana-1746	442	12	,	,	PUNCT
cana-1746	442	13	and	and	CCONJ
cana-1746	442	14	f.	f.	PROPN
cana-1746	442	15	wei	wei	PROPN
cana-1746	442	16	,	,	PUNCT
cana-1746	442	17	“	"	PUNCT
cana-1746	442	18	a	a	DET
cana-1746	442	19	survey	survey	NOUN
cana-1746	442	20	of	of	ADP
cana-1746	442	21	multilingual	multilingual	ADJ
cana-1746	442	22	models	model	NOUN
cana-1746	442	23	for	for	ADP
cana-1746	442	24	natural	natural	ADJ
cana-1746	442	25	language	language	NOUN
cana-1746	442	26	processing,”acm	processing,”acm	NOUN
cana-1746	442	27	computing	computing	NOUN
cana-1746	442	28	surveys	survey	NOUN
cana-1746	442	29	,	,	PUNCT
cana-1746	442	30	vol	vol	NOUN
cana-1746	442	31	.	.	PROPN
cana-1746	443	1	53	53	NUM
cana-1746	443	2	,	,	PUNCT
cana-1746	443	3	no	no	INTJ
cana-1746	443	4	.	.	NOUN
cana-1746	443	5	6	6	NUM
cana-1746	443	6	,	,	PUNCT
cana-1746	443	7	pp	pp	ADJ
cana-1746	443	8	.	.	PUNCT
cana-1746	444	1	1	1	NUM
cana-1746	444	2	-	-	SYM
cana-1746	444	3	32	32	NUM
cana-1746	444	4	,	,	PUNCT
cana-1746	444	5	2020	2020	NUM
cana-1746	444	6	.	.	PUNCT
cana-1746	445	1	[	[	X
cana-1746	445	2	33	33	NUM
cana-1746	445	3	]	]	X
cana-1746	445	4	kumar	kumar	PROPN
cana-1746	445	5	and	and	CCONJ
cana-1746	445	6	r.	r.	PROPN
cana-1746	445	7	sharma	sharma	PROPN
cana-1746	445	8	,	,	PUNCT
cana-1746	445	9	“	"	PUNCT
cana-1746	445	10	advances	advance	NOUN
cana-1746	445	11	in	in	ADP
cana-1746	445	12	neural	neural	ADJ
cana-1746	445	13	network	network	NOUN
cana-1746	445	14	models	model	NOUN
cana-1746	445	15	for	for	ADP
cana-1746	445	16	natural	natural	ADJ
cana-1746	445	17	language	language	NOUN
cana-1746	445	18	processing	processing	NOUN
cana-1746	445	19	:	:	PUNCT
cana-1746	445	20	a	a	DET
cana-1746	445	21	survey	survey	NOUN
cana-1746	445	22	,	,	PUNCT
cana-1746	445	23	”	"	PUNCT
cana-1746	445	24	journal	journal	NOUN
cana-1746	445	25	of	of	ADP
cana-1746	445	26	computational	computational	ADJ
cana-1746	445	27	science	science	NOUN
cana-1746	445	28	,	,	PUNCT
cana-1746	445	29	vol	vol	NOUN
cana-1746	445	30	.	.	PROPN
cana-1746	446	1	45	45	NUM
cana-1746	446	2	,	,	PUNCT
cana-1746	446	3	pp	pp	ADJ
cana-1746	446	4	.	.	PUNCT
cana-1746	447	1	101	101	NUM
cana-1746	447	2	-	-	SYM
cana-1746	447	3	123	123	NUM
cana-1746	447	4	,	,	PUNCT
cana-1746	447	5	2021	2021	NUM
cana-1746	447	6	.	.	PUNCT
cana-1746	448	1	[	[	X
cana-1746	448	2	34	34	NUM
cana-1746	448	3	]	]	X
cana-1746	448	4	joulin	joulin	PROPN
cana-1746	448	5	,	,	PUNCT
cana-1746	448	6	e.	e.	PROPN
cana-1746	448	7	grave	grave	PROPN
cana-1746	448	8	,	,	PUNCT
cana-1746	448	9	p.	p.	NOUN
cana-1746	448	10	bojanowski	bojanowski	NOUN
cana-1746	448	11	,	,	PUNCT
cana-1746	448	12	t.	t.	PROPN
cana-1746	448	13	mikolov	mikolov	PROPN
cana-1746	448	14	,	,	PUNCT
cana-1746	448	15	and	and	CCONJ
cana-1746	448	16	p.	p.	PROPN
cana-1746	448	17	word2vec	word2vec	PROPN
cana-1746	448	18	,	,	PUNCT
cana-1746	448	19	“	"	PUNCT
cana-1746	448	20	bag	bag	NOUN
cana-1746	448	21	of	of	ADP
cana-1746	448	22	tricks	trick	NOUN
cana-1746	448	23	for	for	ADP
cana-1746	448	24	efficient	efficient	ADJ
cana-1746	448	25	text	text	NOUN
cana-1746	448	26	classification	classification	NOUN
cana-1746	448	27	,	,	PUNCT
cana-1746	448	28	”	"	PUNCT
cana-1746	448	29	in	in	ADP
cana-1746	448	30	proceedings	proceeding	NOUN
cana-1746	448	31	of	of	ADP
cana-1746	448	32	the	the	DET
cana-1746	448	33	15th	15th	ADJ
cana-1746	448	34	conference	conference	NOUN
cana-1746	448	35	of	of	ADP
cana-1746	448	36	the	the	DET
cana-1746	448	37	european	european	ADJ
cana-1746	448	38	chapter	chapter	NOUN
cana-1746	448	39	of	of	ADP
cana-1746	448	40	the	the	DET
cana-1746	448	41	association	association	NOUN
cana-1746	448	42	for	for	ADP
cana-1746	448	43	computational	computational	ADJ
cana-1746	448	44	linguistics	linguistic	NOUN
cana-1746	448	45	(	(	PUNCT
cana-1746	448	46	eacl	eacl	PROPN
cana-1746	448	47	)	)	PUNCT
cana-1746	448	48	,	,	PUNCT
cana-1746	448	49	2017	2017	NUM
cana-1746	448	50	.	.	PUNCT
cana-1746	449	1	[	[	X
cana-1746	449	2	35	35	NUM
cana-1746	449	3	]	]	X
cana-1746	449	4	y.	y.	PROPN
cana-1746	449	5	zhang	zhang	PROPN
cana-1746	449	6	and	and	CCONJ
cana-1746	449	7	j.	j.	PROPN
cana-1746	449	8	wang	wang	PROPN
cana-1746	449	9	,	,	PUNCT
cana-1746	449	10	“	"	PUNCT
cana-1746	449	11	a	a	DET
cana-1746	449	12	comprehensive	comprehensive	ADJ
cana-1746	449	13	review	review	NOUN
cana-1746	449	14	on	on	ADP
cana-1746	449	15	neural	neural	ADJ
cana-1746	449	16	machine	machine	NOUN
cana-1746	449	17	translation	translation	NOUN
cana-1746	449	18	:	:	PUNCT
cana-1746	449	19	techniques	technique	NOUN
cana-1746	449	20	,	,	PUNCT
cana-1746	449	21	challenges	challenge	NOUN
cana-1746	449	22	,	,	PUNCT
cana-1746	449	23	and	and	CCONJ
cana-1746	449	24	future	future	ADJ
cana-1746	449	25	directions	direction	NOUN
cana-1746	449	26	,	,	PUNCT
cana-1746	449	27	”	"	PUNCT
cana-1746	449	28	journal	journal	NOUN
cana-1746	449	29	of	of	ADP
cana-1746	449	30	machine	machine	NOUN
cana-1746	449	31	learning	learn	VERB
cana-1746	449	32	research	research	NOUN
cana-1746	449	33	,	,	PUNCT
cana-1746	449	34	vol	vol	NOUN
cana-1746	449	35	.	.	PROPN
cana-1746	449	36	20	20	NUM
cana-1746	449	37	,	,	PUNCT
cana-1746	449	38	pp	pp	ADJ
cana-1746	449	39	.	.	PUNCT
cana-1746	450	1	1	1	NUM
cana-1746	450	2	-	-	SYM
cana-1746	450	3	40	40	NUM
cana-1746	450	4	,	,	PUNCT
cana-1746	450	5	2019	2019	NUM
cana-1746	450	6	.	.	PUNCT
cana-1746	451	1	[	[	X
cana-1746	451	2	36	36	NUM
cana-1746	451	3	]	]	X
cana-1746	451	4	santos	santos	PROPN
cana-1746	451	5	and	and	CCONJ
cana-1746	451	6	r.	r.	PROPN
cana-1746	451	7	sennrich	sennrich	PROPN
cana-1746	451	8	,	,	PUNCT
cana-1746	451	9	“	"	PUNCT
cana-1746	451	10	the	the	DET
cana-1746	451	11	effectiveness	effectiveness	NOUN
cana-1746	451	12	of	of	ADP
cana-1746	451	13	sentence	sentence	NOUN
cana-1746	451	14	-	-	PUNCT
cana-1746	451	15	level	level	NOUN
cana-1746	451	16	transformers	transformer	NOUN
cana-1746	451	17	for	for	ADP
cana-1746	451	18	code	code	NOUN
cana-1746	451	19	-	-	PUNCT
cana-1746	451	20	switching	switch	VERB
cana-1746	451	21	detection	detection	NOUN
cana-1746	451	22	in	in	ADP
cana-1746	451	23	indian	indian	ADJ
cana-1746	451	24	languages	language	NOUN
cana-1746	451	25	,	,	PUNCT
cana-1746	451	26	”	"	PUNCT
cana-1746	451	27	in	in	ADP
cana-1746	451	28	proceedings	proceeding	NOUN
cana-1746	451	29	of	of	ADP
cana-1746	451	30	the	the	DET
cana-1746	451	31	2020	2020	NUM
cana-1746	451	32	conference	conference	NOUN
cana-1746	451	33	on	on	ADP
cana-1746	451	34	empirical	empirical	ADJ
cana-1746	451	35	methods	method	NOUN
cana-1746	451	36	in	in	ADP
cana-1746	451	37	natural	natural	ADJ
cana-1746	451	38	language	language	NOUN
cana-1746	451	39	processing	processing	NOUN
cana-1746	451	40	(	(	PUNCT
cana-1746	451	41	emnlp	emnlp	ADJ
cana-1746	451	42	)	)	PUNCT
cana-1746	451	43	,	,	PUNCT
cana-1746	451	44	2019	2019	NUM
cana-1746	451	45	.	.	PUNCT
cana-1746	452	1	[	[	X
cana-1746	452	2	37	37	NUM
cana-1746	452	3	]	]	PUNCT
cana-1746	452	4	s.	s.	PROPN
cana-1746	452	5	singh	singh	PROPN
cana-1746	452	6	and	and	CCONJ
cana-1746	452	7	a.	a.	NOUN
cana-1746	452	8	sharma	sharma	PROPN
cana-1746	452	9	,	,	PUNCT
cana-1746	452	10	“	"	PUNCT
cana-1746	452	11	leveraging	leverage	VERB
cana-1746	452	12	multilingual	multilingual	ADJ
cana-1746	452	13	bert	bert	NOUN
cana-1746	452	14	for	for	ADP
cana-1746	452	15	cross	cross	ADJ
cana-1746	452	16	-	-	ADJ
cana-1746	452	17	lingual	lingual	ADJ
cana-1746	452	18	text	text	NOUN
cana-1746	452	19	classification	classification	NOUN
cana-1746	452	20	,	,	PUNCT
cana-1746	452	21	”	"	PUNCT
cana-1746	452	22	international	international	ADJ
cana-1746	452	23	journal	journal	NOUN
cana-1746	452	24	of	of	ADP
cana-1746	452	25	computational	computational	ADJ
cana-1746	452	26	linguistics	linguistic	NOUN
cana-1746	452	27	and	and	CCONJ
cana-1746	452	28	chinese	chinese	ADJ
cana-1746	452	29	language	language	NOUN
cana-1746	452	30	processing	processing	NOUN
cana-1746	452	31	,	,	PUNCT
cana-1746	452	32	vol	vol	NOUN
cana-1746	452	33	.	.	PROPN
cana-1746	452	34	25	25	NUM
cana-1746	452	35	,	,	PUNCT
cana-1746	452	36	no	no	INTJ
cana-1746	452	37	.	.	NOUN
cana-1746	452	38	1	1	NUM
cana-1746	452	39	,	,	PUNCT
cana-1746	452	40	pp	pp	ADJ
cana-1746	452	41	.	.	PUNCT
cana-1746	453	1	27	27	NUM
cana-1746	453	2	-	-	SYM
cana-1746	453	3	45	45	NUM
cana-1746	453	4	,	,	PUNCT
cana-1746	453	5	2020	2020	NUM
cana-1746	453	6	.	.	PUNCT
cana-1746	454	1	[	[	X
cana-1746	454	2	38	38	NUM
cana-1746	454	3	]	]	PUNCT
cana-1746	454	4	r.	r.	PROPN
cana-1746	454	5	prakash	prakash	PROPN
cana-1746	454	6	and	and	CCONJ
cana-1746	454	7	a.	a.	NOUN
cana-1746	454	8	agarwal	agarwal	PROPN
cana-1746	454	9	,	,	PUNCT
cana-1746	454	10	“	"	PUNCT
cana-1746	454	11	challenges	challenge	NOUN
cana-1746	454	12	and	and	CCONJ
cana-1746	454	13	solutions	solution	NOUN
cana-1746	454	14	in	in	ADP
cana-1746	454	15	handling	handle	VERB
cana-1746	454	16	indic	indic	ADJ
cana-1746	454	17	languages	language	NOUN
cana-1746	454	18	in	in	ADP
cana-1746	454	19	nlp	nlp	NOUN
cana-1746	454	20	,	,	PUNCT
cana-1746	454	21	”	"	PUNCT
cana-1746	454	22	journal	journal	NOUN
cana-1746	454	23	of	of	ADP
cana-1746	454	24	information	information	NOUN
cana-1746	454	25	science	science	NOUN
cana-1746	454	26	and	and	CCONJ
cana-1746	454	27	engineering	engineering	NOUN
cana-1746	454	28	,	,	PUNCT
cana-1746	454	29	vol	vol	NOUN
cana-1746	454	30	.	.	PROPN
cana-1746	455	1	37	37	NUM
cana-1746	455	2	,	,	PUNCT
cana-1746	455	3	no	no	INTJ
cana-1746	455	4	.	.	NOUN
cana-1746	455	5	5	5	NUM
cana-1746	455	6	,	,	PUNCT
cana-1746	455	7	pp	pp	ADJ
cana-1746	455	8	.	.	PUNCT
cana-1746	456	1	1235	1235	NUM
cana-1746	456	2	-	-	SYM
cana-1746	456	3	1251	1251	NUM
cana-1746	456	4	,	,	PUNCT
cana-1746	456	5	2021	2021	NUM
cana-1746	456	6	.	.	PUNCT
cana-1746	457	1	[	[	X
cana-1746	457	2	39	39	NUM
cana-1746	457	3	]	]	PUNCT
cana-1746	457	4	s.	s.	PROPN
cana-1746	457	5	kumar	kumar	PROPN
cana-1746	457	6	and	and	CCONJ
cana-1746	457	7	p.	p.	PROPN
cana-1746	457	8	ranjan	ranjan	PROPN
cana-1746	457	9	,	,	PUNCT
cana-1746	457	10	“	"	PUNCT
cana-1746	457	11	enhancing	enhance	VERB
cana-1746	457	12	text	text	NOUN
cana-1746	457	13	retrieval	retrieval	NOUN
cana-1746	457	14	in	in	ADP
cana-1746	457	15	indian	indian	ADJ
cana-1746	457	16	languages	language	NOUN
cana-1746	457	17	using	use	VERB
cana-1746	457	18	deep	deep	ADJ
cana-1746	457	19	learning	learning	NOUN
cana-1746	457	20	techniques	technique	NOUN
cana-1746	457	21	,	,	PUNCT
cana-1746	457	22	”	"	PUNCT
cana-1746	457	23	international	international	ADJ
cana-1746	457	24	journal	journal	NOUN
cana-1746	457	25	of	of	ADP
cana-1746	457	26	computer	computer	NOUN
cana-1746	457	27	applications	application	NOUN
cana-1746	457	28	,	,	PUNCT
cana-1746	457	29	vol	vol	NOUN
cana-1746	457	30	.	.	PROPN
cana-1746	458	1	181	181	NUM
cana-1746	458	2	,	,	PUNCT
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cana-1746	458	4	.	.	NOUN
cana-1746	458	5	5	5	NUM
cana-1746	458	6	,	,	PUNCT
cana-1746	458	7	pp	pp	ADJ
cana-1746	458	8	.	.	PUNCT
cana-1746	459	1	1	1	NUM
cana-1746	459	2	-	-	SYM
cana-1746	459	3	8	8	NUM
cana-1746	459	4	,	,	PUNCT
cana-1746	459	5	2022	2022	NUM
cana-1746	459	6	.	.	PUNCT
cana-1746	460	1	[	[	X
cana-1746	460	2	40	40	NUM
cana-1746	460	3	]	]	X
cana-1746	460	4	mane	mane	PROPN
cana-1746	460	5	,	,	PUNCT
cana-1746	460	6	d.	d.	PROPN
cana-1746	460	7	,	,	PUNCT
cana-1746	460	8	ashtagi	ashtagi	PROPN
cana-1746	460	9	,	,	PUNCT
cana-1746	460	10	r.	r.	PROPN
cana-1746	460	11	,	,	PUNCT
cana-1746	460	12	kumbharkar	kumbharkar	PROPN
cana-1746	460	13	,	,	PUNCT
cana-1746	460	14	p.	p.	PROPN
cana-1746	460	15	,	,	PUNCT
cana-1746	460	16	kadam	kadam	PROPN
cana-1746	460	17	,	,	PUNCT
cana-1746	460	18	s.	s.	PROPN
cana-1746	460	19	,	,	PUNCT
cana-1746	460	20	salunkhe	salunkhe	PROPN
cana-1746	460	21	,	,	PUNCT
cana-1746	460	22	d.	d.	PROPN
cana-1746	460	23	,	,	PUNCT
cana-1746	460	24	upadhye	upadhye	NOUN
cana-1746	460	25	,	,	PUNCT
cana-1746	460	26	g.	g.	PROPN
cana-1746	460	27	(	(	PUNCT
cana-1746	460	28	2022	2022	NUM
cana-1746	460	29	)	)	PUNCT
cana-1746	460	30	.	.	PUNCT
cana-1746	461	1	an	an	DET
cana-1746	461	2	improved	improved	ADJ
cana-1746	461	3	transfer	transfer	NOUN
cana-1746	461	4	learning	learn	VERB
cana-1746	461	5	approach	approach	NOUN
cana-1746	461	6	for	for	ADP
cana-1746	461	7	classification	classification	NOUN
cana-1746	461	8	of	of	ADP
cana-1746	461	9	types	type	NOUN
cana-1746	461	10	of	of	ADP
cana-1746	461	11	cancer	cancer	NOUN
cana-1746	461	12	.	.	PUNCT
cana-1746	462	1	traitement	traitement	ADJ
cana-1746	462	2	du	du	PROPN
cana-1746	462	3	signal	signal	NOUN
cana-1746	462	4	,	,	PUNCT
cana-1746	462	5	vol	vol	NOUN
cana-1746	462	6	.	.	PROPN
cana-1746	462	7	39	39	NUM
cana-1746	462	8	,	,	PUNCT
cana-1746	462	9	no	no	INTJ
cana-1746	462	10	.	.	NOUN
cana-1746	462	11	6	6	NUM
cana-1746	462	12	,	,	PUNCT
cana-1746	462	13	pp	pp	ADJ
cana-1746	462	14	.	.	PUNCT
cana-1746	462	15	2095	2095	NUM
cana-1746	462	16	-	-	SYM
cana-1746	462	17	2101	2101	NUM
cana-1746	462	18	.	.	PUNCT
cana-1746	463	1	https://doi.org/10.18280/ts.390622	https://doi.org/10.18280/ts.390622	X
cana-1746	464	1	[	[	X
cana-1746	464	2	41	41	NUM
cana-1746	464	3	]	]	PUNCT
cana-1746	464	4	dipmala	dipmala	NOUN
cana-1746	464	5	salunke	salunke	PROPN
cana-1746	464	6	et	et	PROPN
cana-1746	464	7	.	.	PUNCT
cana-1746	465	1	al	al	PROPN
cana-1746	465	2	.	.	PROPN
cana-1746	465	3	,	,	PUNCT
cana-1746	465	4	“	"	PUNCT
cana-1746	465	5	customized	customize	VERB
cana-1746	465	6	convolutional	convolutional	ADJ
cana-1746	465	7	neural	neural	ADJ
cana-1746	465	8	network	network	NOUN
cana-1746	465	9	to	to	PART
cana-1746	465	10	detect	detect	VERB
cana-1746	465	11	dental	dental	ADJ
cana-1746	465	12	caries	carie	NOUN
cana-1746	465	13	from	from	ADP
cana-1746	465	14	radiovisiography	radiovisiography	NOUN
cana-1746	465	15	(	(	PUNCT
cana-1746	465	16	rvg	rvg	PROPN
cana-1746	465	17	)	)	PUNCT
cana-1746	465	18	images	image	NOUN
cana-1746	465	19	”	"	PUNCT
cana-1746	465	20	,	,	PUNCT
cana-1746	465	21	international	international	ADJ
cana-1746	465	22	journal	journal	NOUN
cana-1746	465	23	of	of	ADP
cana-1746	465	24	advanced	advanced	ADJ
cana-1746	465	25	technology	technology	NOUN
cana-1746	465	26	and	and	CCONJ
cana-1746	465	27	engineering	engineering	NOUN
cana-1746	465	28	exploration	exploration	NOUN
cana-1746	465	29	,	,	PUNCT
cana-1746	465	30	vol	vol	NOUN
cana-1746	465	31	9	9	NUM
cana-1746	465	32	,	,	PUNCT
cana-1746	465	33	issue	issue	NOUN
cana-1746	465	34	91	91	NUM
cana-1746	465	35	,	,	PUNCT
cana-1746	465	36	pp	pp	CCONJ
cana-1746	465	37	:	:	PUNCT
cana-1746	465	38	829	829	NUM
cana-1746	465	39	-	-	SYM
cana-1746	465	40	840	840	NUM
cana-1746	465	41	,	,	PUNCT
cana-1746	465	42	2022	2022	NUM
cana-1746	465	43	.	.	PUNCT
cana-1746	466	1	doi	doi	NOUN
cana-1746	466	2	:	:	PUNCT
cana-1746	466	3	10.19101	10.19101	NUM
cana-1746	466	4	/	/	SYM
cana-1746	466	5	ijatee.2021.874862	ijatee.2021.874862	NOUN
cana-1746	466	6	https://doi.org/10.18280/ts.390622	https://doi.org/10.18280/ts.390622	PUNCT