id	sid	tid	token	lemma	pos
bitcs-10314	1	1	vol	vol	NOUN
bitcs-10314	1	2	.	.	PROPN
bitcs-10314	1	3	6	6	NUM
bitcs-10314	1	4	,	,	PUNCT
bitcs-10314	1	5	no.2	no.2	PROPN
bitcs-10314	1	6	,	,	PUNCT
bitcs-10314	1	7	july	july	PROPN
bitcs-10314	1	8	2025	2025	NUM
bitcs-10314	2	1	|	|	ADV
bitcs-10314	2	2	56	56	NUM
bitcs-10314	2	3	p	p	NOUN
bitcs-10314	2	4	-	-	PUNCT
bitcs-10314	2	5	issn	issn	NOUN
bitcs-10314	2	6	:	:	PUNCT
bitcs-10314	2	7	2715	2715	NUM
bitcs-10314	2	8	-	-	SYM
bitcs-10314	2	9	2448	2448	NUM
bitcs-10314	2	10	|	|	NOUN
bitcs-10314	2	11	e	e	NOUN
bitcs-10314	2	12	-	-	NOUN
bitcs-10314	2	13	issn	issn	NOUN
bitcs-10314	2	14	:	:	PUNCT
bitcs-10314	2	15	2715	2715	NUM
bitcs-10314	2	16	-	-	SYM
bitcs-10314	2	17	7199	7199	NUM
bitcs-10314	2	18	vol.6	vol.6	PROPN
bitcs-10314	2	19	no.2	no.2	PROPN
bitcs-10314	2	20	july	july	PROPN
bitcs-10314	2	21	2025	2025	NUM
bitcs-10314	2	22	buana	buana	PROPN
bitcs-10314	2	23	information	information	PROPN
bitcs-10314	2	24	technology	technology	NOUN
bitcs-10314	2	25	and	and	CCONJ
bitcs-10314	2	26	computer	computer	NOUN
bitcs-10314	2	27	sciences	science	NOUN
bitcs-10314	2	28	(	(	PUNCT
bitcs-10314	2	29	bit	bit	NOUN
bitcs-10314	2	30	and	and	CCONJ
bitcs-10314	2	31	cs	cs	ADJ
bitcs-10314	2	32	)	)	PUNCT
bitcs-10314	2	33	development	development	NOUN
bitcs-10314	2	34	of	of	ADP
bitcs-10314	2	35	a	a	DET
bitcs-10314	2	36	deep	deep	ADJ
bitcs-10314	2	37	learning	learning	NOUN
bitcs-10314	2	38	-	-	PUNCT
bitcs-10314	2	39	based	base	VERB
bitcs-10314	2	40	text	text	NOUN
bitcs-10314	2	41	-	-	PUNCT
bitcs-10314	2	42	to	to	ADP
bitcs-10314	2	43	-	-	PUNCT
bitcs-10314	2	44	speech	speech	NOUN
bitcs-10314	2	45	system	system	NOUN
bitcs-10314	2	46	for	for	ADP
bitcs-10314	2	47	the	the	DET
bitcs-10314	2	48	malang	malang	PROPN
bitcs-10314	2	49	walikan	walikan	PROPN
bitcs-10314	2	50	language	language	NOUN
bitcs-10314	2	51	using	use	VERB
bitcs-10314	2	52	the	the	DET
bitcs-10314	2	53	pre	pre	ADJ
bitcs-10314	2	54	-	-	ADJ
bitcs-10314	2	55	trained	train	VERB
bitcs-10314	2	56	speecht5	speecht5	NOUN
bitcs-10314	2	57	and	and	CCONJ
bitcs-10314	2	58	hifi	hifi	PROPN
bitcs-10314	2	59	-	-	PUNCT
bitcs-10314	2	60	gan	gin	VERB
bitcs-10314	2	61	models	model	NOUN
bitcs-10314	2	62	aina	aina	PROPN
bitcs-10314	2	63	avrilia	avrilia	PROPN
bitcs-10314	2	64	imani1	imani1	PROPN
bitcs-10314	2	65	,	,	PUNCT
bitcs-10314	2	66	aviv	aviv	PROPN
bitcs-10314	2	67	yuniar	yuniar	PROPN
bitcs-10314	2	68	rahman2	rahman2	PROPN
bitcs-10314	2	69	,	,	PUNCT
bitcs-10314	2	70	firman	firman	PROPN
bitcs-10314	2	71	nurdiyansyah3	nurdiyansyah3	NOUN
bitcs-10314	2	72	1	1	NUM
bitcs-10314	2	73	2	2	NUM
bitcs-10314	2	74	3	3	NUM
bitcs-10314	2	75	department	department	NOUN
bitcs-10314	2	76	of	of	ADP
bitcs-10314	2	77	informatic	informatic	ADJ
bitcs-10314	2	78	engineering	engineering	NOUN
bitcs-10314	2	79	,	,	PUNCT
bitcs-10314	2	80	universitas	universita	NOUN
bitcs-10314	2	81	widya	widya	NOUN
bitcs-10314	2	82	gama	gama	NOUN
bitcs-10314	2	83	,	,	PUNCT
bitcs-10314	2	84	malang	malang	PROPN
bitcs-10314	2	85	,	,	PUNCT
bitcs-10314	2	86	indonesia	indonesia	PROPN
bitcs-10314	2	87	e	e	PROPN
bitcs-10314	2	88	-	-	NOUN
bitcs-10314	2	89	mail	mail	NOUN
bitcs-10314	2	90	:	:	PUNCT
bitcs-10314	2	91	avriliaaina@gmail.com1	avriliaaina@gmail.com1	NOUN
bitcs-10314	2	92	,	,	PUNCT
bitcs-10314	2	93	aviv@widyagama.ac.id2	aviv@widyagama.ac.id2	PROPN
bitcs-10314	2	94	,	,	PUNCT
bitcs-10314	2	95	firmannurdiyansyah@widyagama.ac.id3	firmannurdiyansyah@widyagama.ac.id3	AUX
bitcs-10314	2	96	received	receive	VERB
bitcs-10314	2	97	:	:	PUNCT
bitcs-10314	2	98	2025/06/07	2025/06/07	NUM
bitcs-10314	2	99	|	|	ADV
bitcs-10314	2	100	revised	revise	VERB
bitcs-10314	2	101	:	:	PUNCT
bitcs-10314	2	102	2025/06/27	2025/06/27	NUM
bitcs-10314	2	103	|	|	ADV
bitcs-10314	2	104	accepted	accept	VERB
bitcs-10314	2	105	:	:	PUNCT
bitcs-10314	2	106	2025/07/27	2025/07/27	NUM
bitcs-10314	2	107	abstract	abstract	NOUN
bitcs-10314	2	108	the	the	DET
bitcs-10314	2	109	walikan	walikan	ADJ
bitcs-10314	2	110	language	language	NOUN
bitcs-10314	2	111	of	of	ADP
bitcs-10314	2	112	malang	malang	PROPN
bitcs-10314	2	113	is	be	AUX
bitcs-10314	2	114	a	a	DET
bitcs-10314	2	115	form	form	NOUN
bitcs-10314	2	116	of	of	ADP
bitcs-10314	2	117	local	local	ADJ
bitcs-10314	2	118	cultural	cultural	ADJ
bitcs-10314	2	119	heritage	heritage	NOUN
bitcs-10314	2	120	that	that	PRON
bitcs-10314	2	121	needs	need	VERB
bitcs-10314	2	122	to	to	PART
bitcs-10314	2	123	be	be	AUX
bitcs-10314	2	124	preserved	preserve	VERB
bitcs-10314	2	125	in	in	ADP
bitcs-10314	2	126	the	the	DET
bitcs-10314	2	127	digital	digital	ADJ
bitcs-10314	2	128	era	era	NOUN
bitcs-10314	2	129	.	.	PUNCT
bitcs-10314	3	1	this	this	DET
bitcs-10314	3	2	study	study	NOUN
bitcs-10314	3	3	aims	aim	VERB
bitcs-10314	3	4	to	to	PART
bitcs-10314	3	5	develop	develop	VERB
bitcs-10314	3	6	and	and	CCONJ
bitcs-10314	3	7	evaluate	evaluate	VERB
bitcs-10314	3	8	a	a	DET
bitcs-10314	3	9	deep	deep	ADJ
bitcs-10314	3	10	learning	learning	NOUN
bitcs-10314	3	11	-	-	PUNCT
bitcs-10314	3	12	based	base	VERB
bitcs-10314	3	13	text	text	NOUN
bitcs-10314	3	14	-	-	PUNCT
bitcs-10314	3	15	to	to	ADP
bitcs-10314	3	16	-	-	PUNCT
bitcs-10314	3	17	speech	speech	NOUN
bitcs-10314	3	18	(	(	PUNCT
bitcs-10314	3	19	tts	tts	NOUN
bitcs-10314	3	20	)	)	PUNCT
bitcs-10314	3	21	system	system	NOUN
bitcs-10314	3	22	capable	capable	ADJ
bitcs-10314	3	23	of	of	ADP
bitcs-10314	3	24	generating	generate	VERB
bitcs-10314	3	25	speech	speech	NOUN
bitcs-10314	3	26	in	in	ADP
bitcs-10314	3	27	the	the	DET
bitcs-10314	3	28	walikan	walikan	ADJ
bitcs-10314	3	29	language	language	NOUN
bitcs-10314	3	30	of	of	ADP
bitcs-10314	3	31	malang	malang	PROPN
bitcs-10314	3	32	using	use	VERB
bitcs-10314	3	33	pre	pre	ADJ
bitcs-10314	3	34	-	-	ADJ
bitcs-10314	3	35	trained	train	VERB
bitcs-10314	3	36	speecht5	speecht5	NOUN
bitcs-10314	3	37	and	and	CCONJ
bitcs-10314	3	38	hifigan	hifigan	NOUN
bitcs-10314	3	39	models	model	NOUN
bitcs-10314	3	40	without	without	ADP
bitcs-10314	3	41	fine	fine	ADV
bitcs-10314	3	42	-	-	PUNCT
bitcs-10314	3	43	tuning	tuning	NOUN
bitcs-10314	3	44	.	.	PUNCT
bitcs-10314	4	1	in	in	ADP
bitcs-10314	4	2	this	this	DET
bitcs-10314	4	3	system	system	NOUN
bitcs-10314	4	4	,	,	PUNCT
bitcs-10314	4	5	speecht5	speecht5	X
bitcs-10314	4	6	is	be	AUX
bitcs-10314	4	7	used	use	VERB
bitcs-10314	4	8	to	to	PART
bitcs-10314	4	9	convert	convert	VERB
bitcs-10314	4	10	text	text	NOUN
bitcs-10314	4	11	into	into	ADP
bitcs-10314	4	12	mel	mel	PROPN
bitcs-10314	4	13	-	-	PUNCT
bitcs-10314	4	14	spectrograms	spectrogram	NOUN
bitcs-10314	4	15	,	,	PUNCT
bitcs-10314	4	16	while	while	SCONJ
bitcs-10314	4	17	hifi	hifi	NOUN
bitcs-10314	4	18	-	-	PUNCT
bitcs-10314	4	19	gan	gin	VERB
bitcs-10314	4	20	acts	act	NOUN
bitcs-10314	4	21	as	as	ADP
bitcs-10314	4	22	a	a	DET
bitcs-10314	4	23	vocoder	vocoder	NOUN
bitcs-10314	4	24	to	to	PART
bitcs-10314	4	25	generate	generate	VERB
bitcs-10314	4	26	audio	audio	ADJ
bitcs-10314	4	27	signals	signal	NOUN
bitcs-10314	4	28	from	from	ADP
bitcs-10314	4	29	the	the	DET
bitcs-10314	4	30	mel	mel	PROPN
bitcs-10314	4	31	-	-	PUNCT
bitcs-10314	4	32	spectrograms	spectrograms	PROPN
bitcs-10314	4	33	.	.	PUNCT
bitcs-10314	5	1	the	the	DET
bitcs-10314	5	2	dataset	dataset	NOUN
bitcs-10314	5	3	used	use	VERB
bitcs-10314	5	4	consists	consist	NOUN
bitcs-10314	5	5	of	of	ADP
bitcs-10314	5	6	1,000	1,000	NUM
bitcs-10314	5	7	sentences	sentence	NOUN
bitcs-10314	5	8	in	in	ADP
bitcs-10314	5	9	the	the	DET
bitcs-10314	5	10	walikan	walikan	ADJ
bitcs-10314	5	11	language	language	NOUN
bitcs-10314	5	12	of	of	ADP
bitcs-10314	5	13	malang	malang	PROPN
bitcs-10314	5	14	.	.	PUNCT
bitcs-10314	6	1	the	the	DET
bitcs-10314	6	2	system	system	NOUN
bitcs-10314	6	3	evaluation	evaluation	NOUN
bitcs-10314	6	4	was	be	AUX
bitcs-10314	6	5	carried	carry	VERB
bitcs-10314	6	6	out	out	ADP
bitcs-10314	6	7	using	use	VERB
bitcs-10314	6	8	objective	objective	ADJ
bitcs-10314	6	9	metrics	metric	NOUN
bitcs-10314	6	10	of	of	ADP
bitcs-10314	6	11	word	word	NOUN
bitcs-10314	6	12	error	error	NOUN
bitcs-10314	6	13	rate	rate	NOUN
bitcs-10314	6	14	(	(	PUNCT
bitcs-10314	6	15	wer	wer	NOUN
bitcs-10314	6	16	)	)	PUNCT
bitcs-10314	6	17	and	and	CCONJ
bitcs-10314	6	18	character	character	NOUN
bitcs-10314	6	19	error	error	NOUN
bitcs-10314	6	20	rate	rate	NOUN
bitcs-10314	6	21	(	(	PUNCT
bitcs-10314	6	22	cer	cer	NOUN
bitcs-10314	6	23	)	)	PUNCT
bitcs-10314	6	24	,	,	PUNCT
bitcs-10314	6	25	by	by	ADP
bitcs-10314	6	26	comparing	compare	VERB
bitcs-10314	6	27	the	the	DET
bitcs-10314	6	28	results	result	NOUN
bitcs-10314	6	29	of	of	ADP
bitcs-10314	6	30	synthetic	synthetic	ADJ
bitcs-10314	6	31	audio	audio	ADJ
bitcs-10314	6	32	transcriptions	transcription	NOUN
bitcs-10314	6	33	against	against	ADP
bitcs-10314	6	34	two	two	NUM
bitcs-10314	6	35	types	type	NOUN
bitcs-10314	6	36	of	of	ADP
bitcs-10314	6	37	reference	reference	NOUN
bitcs-10314	6	38	audio	audio	NOUN
bitcs-10314	6	39	,	,	PUNCT
bitcs-10314	6	40	namely	namely	ADV
bitcs-10314	6	41	the	the	DET
bitcs-10314	6	42	original	original	ADJ
bitcs-10314	6	43	voices	voice	NOUN
bitcs-10314	6	44	of	of	ADP
bitcs-10314	6	45	female	female	ADJ
bitcs-10314	6	46	speakers	speaker	NOUN
bitcs-10314	6	47	and	and	CCONJ
bitcs-10314	6	48	male	male	ADJ
bitcs-10314	6	49	speakers	speaker	NOUN
bitcs-10314	6	50	,	,	PUNCT
bitcs-10314	6	51	using	use	VERB
bitcs-10314	6	52	the	the	DET
bitcs-10314	6	53	automatic	automatic	ADJ
bitcs-10314	6	54	speech	speech	NOUN
bitcs-10314	6	55	recognition	recognition	NOUN
bitcs-10314	6	56	(	(	PUNCT
bitcs-10314	6	57	asr	asr	NOUN
bitcs-10314	6	58	)	)	PUNCT
bitcs-10314	6	59	system	system	NOUN
bitcs-10314	6	60	.	.	PUNCT
bitcs-10314	7	1	the	the	DET
bitcs-10314	7	2	female	female	ADJ
bitcs-10314	7	3	voice	voice	NOUN
bitcs-10314	7	4	was	be	AUX
bitcs-10314	7	5	recorded	record	VERB
bitcs-10314	7	6	with	with	ADP
bitcs-10314	7	7	controlled	control	VERB
bitcs-10314	7	8	articulation	articulation	NOUN
bitcs-10314	7	9	,	,	PUNCT
bitcs-10314	7	10	while	while	SCONJ
bitcs-10314	7	11	the	the	DET
bitcs-10314	7	12	male	male	ADJ
bitcs-10314	7	13	voice	voice	NOUN
bitcs-10314	7	14	used	use	VERB
bitcs-10314	7	15	natural	natural	ADJ
bitcs-10314	7	16	intonation	intonation	NOUN
bitcs-10314	7	17	in	in	ADP
bitcs-10314	7	18	everyday	everyday	ADJ
bitcs-10314	7	19	conversation	conversation	NOUN
bitcs-10314	7	20	.	.	PUNCT
bitcs-10314	8	1	the	the	DET
bitcs-10314	8	2	results	result	NOUN
bitcs-10314	8	3	show	show	VERB
bitcs-10314	8	4	that	that	SCONJ
bitcs-10314	8	5	synthetic	synthetic	ADJ
bitcs-10314	8	6	audio	audio	NOUN
bitcs-10314	8	7	has	have	VERB
bitcs-10314	8	8	the	the	DET
bitcs-10314	8	9	highest	high	ADJ
bitcs-10314	8	10	error	error	NOUN
bitcs-10314	8	11	rate	rate	NOUN
bitcs-10314	8	12	with	with	ADP
bitcs-10314	8	13	a	a	DET
bitcs-10314	8	14	wer	wer	NOUN
bitcs-10314	8	15	of	of	ADP
bitcs-10314	8	16	0.9786	0.9786	NUM
bitcs-10314	8	17	and	and	CCONJ
bitcs-10314	8	18	a	a	DET
bitcs-10314	8	19	cer	cer	NOUN
bitcs-10314	8	20	of	of	ADP
bitcs-10314	8	21	0.9024	0.9024	NUM
bitcs-10314	8	22	.	.	PUNCT
bitcs-10314	9	1	meanwhile	meanwhile	ADV
bitcs-10314	9	2	,	,	PUNCT
bitcs-10314	9	3	female	female	ADJ
bitcs-10314	9	4	audio	audio	NOUN
bitcs-10314	9	5	has	have	VERB
bitcs-10314	9	6	a	a	DET
bitcs-10314	9	7	wer	wer	NOUN
bitcs-10314	9	8	of	of	ADP
bitcs-10314	9	9	0.5471	0.5471	NUM
bitcs-10314	9	10	and	and	CCONJ
bitcs-10314	9	11	a	a	DET
bitcs-10314	9	12	cer	cer	NOUN
bitcs-10314	9	13	of	of	ADP
bitcs-10314	9	14	0.1822	0.1822	NUM
bitcs-10314	9	15	,	,	PUNCT
bitcs-10314	9	16	while	while	SCONJ
bitcs-10314	9	17	male	male	ADJ
bitcs-10314	9	18	audio	audio	NOUN
bitcs-10314	9	19	shows	show	VERB
bitcs-10314	9	20	a	a	DET
bitcs-10314	9	21	wer	wer	NOUN
bitcs-10314	9	22	of	of	ADP
bitcs-10314	9	23	0.6311	0.6311	NUM
bitcs-10314	9	24	and	and	CCONJ
bitcs-10314	9	25	a	a	DET
bitcs-10314	9	26	cer	cer	NOUN
bitcs-10314	9	27	of	of	ADP
bitcs-10314	9	28	0.2541	0.2541	NUM
bitcs-10314	9	29	.	.	PUNCT
bitcs-10314	10	1	these	these	DET
bitcs-10314	10	2	findings	finding	NOUN
bitcs-10314	10	3	indicate	indicate	VERB
bitcs-10314	10	4	that	that	SCONJ
bitcs-10314	10	5	the	the	DET
bitcs-10314	10	6	tts	tts	PROPN
bitcs-10314	10	7	model	model	NOUN
bitcs-10314	10	8	without	without	ADP
bitcs-10314	10	9	fine	fine	ADV
bitcs-10314	10	10	-	-	PUNCT
bitcs-10314	10	11	tuning	tuning	NOUN
bitcs-10314	10	12	is	be	AUX
bitcs-10314	10	13	not	not	PART
bitcs-10314	10	14	yet	yet	ADV
bitcs-10314	10	15	capable	capable	ADJ
bitcs-10314	10	16	of	of	ADP
bitcs-10314	10	17	producing	produce	VERB
bitcs-10314	10	18	synthetic	synthetic	ADJ
bitcs-10314	10	19	voices	voice	NOUN
bitcs-10314	10	20	that	that	PRON
bitcs-10314	10	21	can	can	AUX
bitcs-10314	10	22	be	be	AUX
bitcs-10314	10	23	recognized	recognize	VERB
bitcs-10314	10	24	accurately	accurately	ADV
bitcs-10314	10	25	by	by	ADP
bitcs-10314	10	26	the	the	DET
bitcs-10314	10	27	asr	asr	NOUN
bitcs-10314	10	28	system	system	NOUN
bitcs-10314	10	29	,	,	PUNCT
bitcs-10314	10	30	especially	especially	ADV
bitcs-10314	10	31	for	for	ADP
bitcs-10314	10	32	regional	regional	ADJ
bitcs-10314	10	33	languages	language	NOUN
bitcs-10314	10	34	that	that	PRON
bitcs-10314	10	35	are	be	AUX
bitcs-10314	10	36	not	not	PART
bitcs-10314	10	37	included	include	VERB
bitcs-10314	10	38	in	in	ADP
bitcs-10314	10	39	the	the	DET
bitcs-10314	10	40	initial	initial	ADJ
bitcs-10314	10	41	training	training	NOUN
bitcs-10314	10	42	data	datum	NOUN
bitcs-10314	10	43	.	.	PUNCT
bitcs-10314	11	1	therefore	therefore	ADV
bitcs-10314	11	2	,	,	PUNCT
bitcs-10314	11	3	the	the	DET
bitcs-10314	11	4	fine	fine	ADV
bitcs-10314	11	5	-	-	PUNCT
bitcs-10314	11	6	tuning	tune	VERB
bitcs-10314	11	7	process	process	NOUN
bitcs-10314	11	8	and	and	CCONJ
bitcs-10314	11	9	the	the	DET
bitcs-10314	11	10	preparation	preparation	NOUN
bitcs-10314	11	11	of	of	ADP
bitcs-10314	11	12	a	a	DET
bitcs-10314	11	13	more	more	ADV
bitcs-10314	11	14	representative	representative	ADJ
bitcs-10314	11	15	dataset	dataset	NOUN
bitcs-10314	11	16	are	be	AUX
bitcs-10314	11	17	important	important	ADJ
bitcs-10314	11	18	so	so	SCONJ
bitcs-10314	11	19	that	that	SCONJ
bitcs-10314	11	20	the	the	DET
bitcs-10314	11	21	tts	tts	PROPN
bitcs-10314	11	22	system	system	NOUN
bitcs-10314	11	23	can	can	AUX
bitcs-10314	11	24	support	support	VERB
bitcs-10314	11	25	the	the	DET
bitcs-10314	11	26	preservation	preservation	NOUN
bitcs-10314	11	27	of	of	ADP
bitcs-10314	11	28	the	the	DET
bitcs-10314	11	29	walikan	walikan	PROPN
bitcs-10314	11	30	malang	malang	PROPN
bitcs-10314	11	31	language	language	PROPN
bitcs-10314	11	32	more	more	ADV
bitcs-10314	11	33	effectively	effectively	ADV
bitcs-10314	11	34	in	in	ADP
bitcs-10314	11	35	the	the	DET
bitcs-10314	11	36	digital	digital	ADJ
bitcs-10314	11	37	era	era	NOUN
bitcs-10314	11	38	.	.	PUNCT
bitcs-10314	12	1	keywords	keyword	NOUN
bitcs-10314	12	2	:	:	PUNCT
bitcs-10314	12	3	hifi	hifi	PROPN
bitcs-10314	12	4	-	-	PUNCT
bitcs-10314	12	5	gan	gan	PROPN
bitcs-10314	12	6	,	,	PUNCT
bitcs-10314	12	7	malang	malang	PROPN
bitcs-10314	12	8	walikan	walikan	PROPN
bitcs-10314	12	9	language	language	PROPN
bitcs-10314	12	10	,	,	PUNCT
bitcs-10314	12	11	speecht5	speecht5	X
bitcs-10314	12	12	,	,	PUNCT
bitcs-10314	12	13	text	text	NOUN
bitcs-10314	12	14	-	-	PUNCT
bitcs-10314	12	15	to	to	ADP
bitcs-10314	12	16	-	-	PUNCT
bitcs-10314	12	17	speech	speech	NOUN
bitcs-10314	12	18	,	,	PUNCT
bitcs-10314	12	19	and	and	CCONJ
bitcs-10314	12	20	word	word	NOUN
bitcs-10314	12	21	error	error	NOUN
bitcs-10314	12	22	rate	rate	NOUN
bitcs-10314	12	23	.	.	PUNCT
bitcs-10314	13	1	i.	i.	PROPN
bitcs-10314	13	2	introduction	introduction	NOUN
bitcs-10314	13	3	the	the	DET
bitcs-10314	13	4	walikan	walikan	ADJ
bitcs-10314	13	5	language	language	NOUN
bitcs-10314	13	6	of	of	ADP
bitcs-10314	13	7	malang	malang	PROPN
bitcs-10314	13	8	is	be	AUX
bitcs-10314	13	9	a	a	DET
bitcs-10314	13	10	local	local	ADJ
bitcs-10314	13	11	cultural	cultural	ADJ
bitcs-10314	13	12	heritage	heritage	NOUN
bitcs-10314	13	13	that	that	PRON
bitcs-10314	13	14	deserves	deserve	VERB
bitcs-10314	13	15	preservation	preservation	NOUN
bitcs-10314	13	16	,	,	PUNCT
bitcs-10314	13	17	especially	especially	ADV
bitcs-10314	13	18	in	in	ADP
bitcs-10314	13	19	today	today	NOUN
bitcs-10314	13	20	's	's	PART
bitcs-10314	13	21	digital	digital	ADJ
bitcs-10314	13	22	era	era	NOUN
bitcs-10314	13	23	,	,	PUNCT
bitcs-10314	13	24	where	where	SCONJ
bitcs-10314	13	25	regional	regional	ADJ
bitcs-10314	13	26	languages	language	NOUN
bitcs-10314	13	27	are	be	AUX
bitcs-10314	13	28	increasingly	increasingly	ADV
bitcs-10314	13	29	threatened	threaten	VERB
bitcs-10314	13	30	with	with	ADP
bitcs-10314	13	31	extinction	extinction	NOUN
bitcs-10314	13	32	.	.	PUNCT
bitcs-10314	14	1	deep	deep	ADJ
bitcs-10314	14	2	learning	learning	NOUN
bitcs-10314	14	3	-	-	PUNCT
bitcs-10314	14	4	based	base	VERB
bitcs-10314	14	5	text	text	NOUN
bitcs-10314	14	6	-	-	PUNCT
bitcs-10314	14	7	to	to	ADP
bitcs-10314	14	8	-	-	PUNCT
bitcs-10314	14	9	speech	speech	NOUN
bitcs-10314	14	10	(	(	PUNCT
bitcs-10314	14	11	tts	tts	NOUN
bitcs-10314	14	12	)	)	PUNCT
bitcs-10314	14	13	technology	technology	NOUN
bitcs-10314	14	14	has	have	AUX
bitcs-10314	14	15	developed	develop	VERB
bitcs-10314	14	16	rapidly	rapidly	ADV
bitcs-10314	14	17	and	and	CCONJ
bitcs-10314	14	18	is	be	AUX
bitcs-10314	14	19	one	one	NUM
bitcs-10314	14	20	solution	solution	NOUN
bitcs-10314	14	21	for	for	ADP
bitcs-10314	14	22	language	language	NOUN
bitcs-10314	14	23	preservation	preservation	NOUN
bitcs-10314	14	24	by	by	ADP
bitcs-10314	14	25	converting	convert	VERB
bitcs-10314	14	26	text	text	NOUN
bitcs-10314	14	27	into	into	ADP
bitcs-10314	14	28	natural	natural	ADJ
bitcs-10314	14	29	speech	speech	NOUN
bitcs-10314	14	30	.	.	PUNCT
bitcs-10314	15	1	however	however	ADV
bitcs-10314	15	2	,	,	PUNCT
bitcs-10314	15	3	most	most	ADJ
bitcs-10314	15	4	existing	exist	VERB
bitcs-10314	15	5	tts	tts	NOUN
bitcs-10314	15	6	models	model	NOUN
bitcs-10314	15	7	focus	focus	VERB
bitcs-10314	15	8	on	on	ADP
bitcs-10314	15	9	resource	resource	NOUN
bitcs-10314	15	10	-	-	PUNCT
bitcs-10314	15	11	intensive	intensive	ADJ
bitcs-10314	15	12	languages	language	NOUN
bitcs-10314	15	13	,	,	PUNCT
bitcs-10314	15	14	making	make	VERB
bitcs-10314	15	15	them	they	PRON
bitcs-10314	15	16	less	less	ADJ
bitcs-10314	15	17	than	than	ADP
bitcs-10314	15	18	optimal	optimal	ADJ
bitcs-10314	15	19	for	for	ADP
bitcs-10314	15	20	low	low	ADJ
bitcs-10314	15	21	-	-	PUNCT
bitcs-10314	15	22	resource	resource	NOUN
bitcs-10314	15	23	regional	regional	ADJ
bitcs-10314	15	24	languages	language	NOUN
bitcs-10314	15	25	like	like	ADP
bitcs-10314	15	26	walikan	walikan	PROPN
bitcs-10314	15	27	.	.	PUNCT
bitcs-10314	16	1	research	research	NOUN
bitcs-10314	16	2	on	on	ADP
bitcs-10314	16	3	tts	tts	PROPN
bitcs-10314	16	4	for	for	ADP
bitcs-10314	16	5	regional	regional	ADJ
bitcs-10314	16	6	languages	language	NOUN
bitcs-10314	16	7	is	be	AUX
bitcs-10314	16	8	still	still	ADV
bitcs-10314	16	9	very	very	ADV
bitcs-10314	16	10	limited	limited	ADJ
bitcs-10314	16	11	,	,	PUNCT
bitcs-10314	16	12	especially	especially	ADV
bitcs-10314	16	13	in	in	ADP
bitcs-10314	16	14	cases	case	NOUN
bitcs-10314	16	15	where	where	SCONJ
bitcs-10314	16	16	there	there	PRON
bitcs-10314	16	17	is	be	VERB
bitcs-10314	16	18	little	little	ADJ
bitcs-10314	16	19	or	or	CCONJ
bitcs-10314	16	20	no	no	PRON
bitcs-10314	16	21	training	training	NOUN
bitcs-10314	16	22	data	datum	NOUN
bitcs-10314	16	23	(	(	PUNCT
bitcs-10314	16	24	zero	zero	NUM
bitcs-10314	16	25	-	-	PUNCT
bitcs-10314	16	26	shot	shot	NOUN
bitcs-10314	16	27	)	)	PUNCT
bitcs-10314	16	28	.	.	PUNCT
bitcs-10314	17	1	walikan	walikan	PROPN
bitcs-10314	17	2	also	also	ADV
bitcs-10314	17	3	has	have	VERB
bitcs-10314	17	4	unique	unique	ADJ
bitcs-10314	17	5	characteristics	characteristic	NOUN
bitcs-10314	17	6	not	not	PART
bitcs-10314	17	7	found	find	VERB
bitcs-10314	17	8	in	in	ADP
bitcs-10314	17	9	other	other	ADJ
bitcs-10314	17	10	languages	language	NOUN
bitcs-10314	17	11	,	,	PUNCT
bitcs-10314	17	12	making	make	VERB
bitcs-10314	17	13	it	it	PRON
bitcs-10314	17	14	crucial	crucial	ADJ
bitcs-10314	17	15	to	to	PART
bitcs-10314	17	16	test	test	VERB
bitcs-10314	17	17	how	how	SCONJ
bitcs-10314	17	18	pre	pre	ADJ
bitcs-10314	17	19	-	-	ADJ
bitcs-10314	17	20	trained	train	VERB
bitcs-10314	17	21	models	model	NOUN
bitcs-10314	17	22	like	like	ADP
bitcs-10314	17	23	speecht5	speecht5	PROPN
bitcs-10314	17	24	and	and	CCONJ
bitcs-10314	17	25	hifi	hifi	PROPN
bitcs-10314	17	26	-	-	PUNCT
bitcs-10314	17	27	gan	gin	VERB
bitcs-10314	17	28	perform	perform	NOUN
bitcs-10314	17	29	under	under	ADP
bitcs-10314	17	30	these	these	DET
bitcs-10314	17	31	conditions	condition	NOUN
bitcs-10314	17	32	without	without	ADP
bitcs-10314	17	33	fine	fine	ADV
bitcs-10314	17	34	-	-	PUNCT
bitcs-10314	17	35	tuning	tuning	NOUN
bitcs-10314	17	36	.	.	PUNCT
bitcs-10314	18	1	several	several	ADJ
bitcs-10314	18	2	previous	previous	ADJ
bitcs-10314	18	3	studies	study	NOUN
bitcs-10314	18	4	have	have	AUX
bitcs-10314	18	5	used	use	VERB
bitcs-10314	18	6	speecht5	speecht5	PROPN
bitcs-10314	18	7	and	and	CCONJ
bitcs-10314	18	8	hifi	hifi	NOUN
bitcs-10314	18	9	-	-	PUNCT
bitcs-10314	18	10	gan	gin	VERB
bitcs-10314	18	11	models	model	NOUN
bitcs-10314	18	12	for	for	ADP
bitcs-10314	18	13	languages	language	NOUN
bitcs-10314	18	14	with	with	ADP
bitcs-10314	18	15	more	more	ADJ
bitcs-10314	18	16	resources	resource	NOUN
bitcs-10314	18	17	and	and	CCONJ
bitcs-10314	18	18	have	have	AUX
bitcs-10314	18	19	shown	show	VERB
bitcs-10314	18	20	quite	quite	ADV
bitcs-10314	18	21	good	good	ADJ
bitcs-10314	18	22	results	result	NOUN
bitcs-10314	19	1	[	[	X
bitcs-10314	19	2	1	1	NUM
bitcs-10314	19	3	]	]	PUNCT
bitcs-10314	19	4	,	,	PUNCT
bitcs-10314	20	1	[	[	X
bitcs-10314	20	2	2	2	NUM
bitcs-10314	20	3	]	]	PUNCT
bitcs-10314	20	4	.	.	PUNCT
bitcs-10314	21	1	however	however	ADV
bitcs-10314	21	2	,	,	PUNCT
bitcs-10314	21	3	the	the	DET
bitcs-10314	21	4	use	use	NOUN
bitcs-10314	21	5	of	of	ADP
bitcs-10314	21	6	pre	pre	ADJ
bitcs-10314	21	7	-	-	ADJ
bitcs-10314	21	8	trained	train	VERB
bitcs-10314	21	9	models	model	NOUN
bitcs-10314	21	10	directly	directly	ADV
bitcs-10314	21	11	(	(	PUNCT
bitcs-10314	21	12	zero	zero	NUM
bitcs-10314	21	13	-	-	PUNCT
bitcs-10314	21	14	shot	shot	NOUN
bitcs-10314	21	15	)	)	PUNCT
bitcs-10314	21	16	in	in	ADP
bitcs-10314	21	17	low	low	ADJ
bitcs-10314	21	18	-	-	PUNCT
bitcs-10314	21	19	resource	resource	NOUN
bitcs-10314	21	20	regional	regional	ADJ
bitcs-10314	21	21	languages	language	NOUN
bitcs-10314	21	22	,	,	PUNCT
bitcs-10314	21	23	particularly	particularly	ADV
bitcs-10314	21	24	malang	malang	PROPN
bitcs-10314	21	25	walikan	walikan	PROPN
bitcs-10314	21	26	,	,	PUNCT
bitcs-10314	21	27	is	be	AUX
bitcs-10314	21	28	still	still	ADV
bitcs-10314	21	29	rarely	rarely	ADV
bitcs-10314	21	30	researched	research	VERB
bitcs-10314	21	31	.	.	PUNCT
bitcs-10314	22	1	vol	vol	NOUN
bitcs-10314	22	2	.	.	PROPN
bitcs-10314	23	1	6	6	NUM
bitcs-10314	23	2	,	,	PUNCT
bitcs-10314	23	3	no.2	no.2	PROPN
bitcs-10314	23	4	,	,	PUNCT
bitcs-10314	23	5	july	july	PROPN
bitcs-10314	23	6	2025	2025	NUM
bitcs-10314	24	1	|	|	ADV
bitcs-10314	24	2	57	57	NUM
bitcs-10314	24	3	other	other	ADJ
bitcs-10314	24	4	studies	study	NOUN
bitcs-10314	24	5	have	have	AUX
bitcs-10314	24	6	compared	compare	VERB
bitcs-10314	24	7	objective	objective	ADJ
bitcs-10314	24	8	evaluation	evaluation	NOUN
bitcs-10314	24	9	methods	method	NOUN
bitcs-10314	24	10	such	such	ADJ
bitcs-10314	24	11	as	as	ADP
bitcs-10314	24	12	word	word	NOUN
bitcs-10314	24	13	error	error	NOUN
bitcs-10314	24	14	rate	rate	NOUN
bitcs-10314	24	15	(	(	PUNCT
bitcs-10314	24	16	wer	wer	NOUN
bitcs-10314	24	17	)	)	PUNCT
bitcs-10314	24	18	with	with	ADP
bitcs-10314	24	19	subjective	subjective	ADJ
bitcs-10314	24	20	mean	mean	NOUN
bitcs-10314	24	21	opinion	opinion	NOUN
bitcs-10314	24	22	score	score	NOUN
bitcs-10314	24	23	(	(	PUNCT
bitcs-10314	24	24	mos	mos	NOUN
bitcs-10314	24	25	)	)	PUNCT
bitcs-10314	24	26	assessments	assessment	NOUN
bitcs-10314	24	27	to	to	PART
bitcs-10314	24	28	assess	assess	VERB
bitcs-10314	24	29	synthetic	synthetic	ADJ
bitcs-10314	24	30	speech	speech	NOUN
bitcs-10314	24	31	quality	quality	NOUN
bitcs-10314	24	32	[	[	X
bitcs-10314	24	33	3	3	NUM
bitcs-10314	24	34	]	]	PUNCT
bitcs-10314	24	35	.	.	PUNCT
bitcs-10314	25	1	this	this	DET
bitcs-10314	25	2	study	study	NOUN
bitcs-10314	25	3	aims	aim	VERB
bitcs-10314	25	4	to	to	PART
bitcs-10314	25	5	develop	develop	VERB
bitcs-10314	25	6	and	and	CCONJ
bitcs-10314	25	7	evaluate	evaluate	VERB
bitcs-10314	25	8	a	a	DET
bitcs-10314	25	9	deep	deep	ADJ
bitcs-10314	25	10	learning	learning	NOUN
bitcs-10314	25	11	-	-	PUNCT
bitcs-10314	25	12	based	base	VERB
bitcs-10314	25	13	tts	tts	NOUN
bitcs-10314	25	14	system	system	NOUN
bitcs-10314	25	15	using	use	VERB
bitcs-10314	25	16	pre	pre	ADJ
bitcs-10314	25	17	-	-	ADJ
bitcs-10314	25	18	trained	train	VERB
bitcs-10314	25	19	models	model	NOUN
bitcs-10314	25	20	speecht5	speecht5	NOUN
bitcs-10314	25	21	and	and	CCONJ
bitcs-10314	25	22	hifi	hifi	NOUN
bitcs-10314	25	23	-	-	PUNCT
bitcs-10314	25	24	gan	gan	PROPN
bitcs-10314	25	25	for	for	ADP
bitcs-10314	25	26	malang	malang	PROPN
bitcs-10314	25	27	walikan	walikan	PROPN
bitcs-10314	25	28	without	without	ADP
bitcs-10314	25	29	fine	fine	ADV
bitcs-10314	25	30	-	-	PUNCT
bitcs-10314	25	31	tuning	tuning	NOUN
bitcs-10314	25	32	.	.	PUNCT
bitcs-10314	26	1	the	the	DET
bitcs-10314	26	2	evaluation	evaluation	NOUN
bitcs-10314	26	3	was	be	AUX
bitcs-10314	26	4	conducted	conduct	VERB
bitcs-10314	26	5	using	use	VERB
bitcs-10314	26	6	objective	objective	ADJ
bitcs-10314	26	7	metrics	metric	NOUN
bitcs-10314	26	8	wer	wer	NOUN
bitcs-10314	26	9	and	and	CCONJ
bitcs-10314	26	10	character	character	NOUN
bitcs-10314	26	11	error	error	NOUN
bitcs-10314	26	12	rate	rate	NOUN
bitcs-10314	26	13	(	(	PUNCT
bitcs-10314	26	14	cer	cer	NOUN
bitcs-10314	26	15	)	)	PUNCT
bitcs-10314	26	16	by	by	ADP
bitcs-10314	26	17	comparing	compare	VERB
bitcs-10314	26	18	the	the	DET
bitcs-10314	26	19	synthetic	synthetic	ADJ
bitcs-10314	26	20	results	result	NOUN
bitcs-10314	26	21	to	to	ADP
bitcs-10314	26	22	real	real	ADJ
bitcs-10314	26	23	human	human	ADJ
bitcs-10314	26	24	speech	speech	NOUN
bitcs-10314	26	25	to	to	PART
bitcs-10314	26	26	assess	assess	VERB
bitcs-10314	26	27	the	the	DET
bitcs-10314	26	28	model	model	NOUN
bitcs-10314	26	29	's	's	PART
bitcs-10314	26	30	performance	performance	NOUN
bitcs-10314	26	31	on	on	ADP
bitcs-10314	26	32	low	low	ADJ
bitcs-10314	26	33	-	-	PUNCT
bitcs-10314	26	34	resource	resource	NOUN
bitcs-10314	26	35	languages	language	NOUN
bitcs-10314	26	36	.	.	PUNCT
bitcs-10314	27	1	in	in	ADP
bitcs-10314	27	2	the	the	DET
bitcs-10314	27	3	development	development	NOUN
bitcs-10314	27	4	of	of	ADP
bitcs-10314	27	5	deep	deep	ADJ
bitcs-10314	27	6	learning	learning	NOUN
bitcs-10314	27	7	-	-	PUNCT
bitcs-10314	27	8	based	base	VERB
bitcs-10314	27	9	text	text	NOUN
bitcs-10314	27	10	-	-	PUNCT
bitcs-10314	27	11	to	to	ADP
bitcs-10314	27	12	-	-	PUNCT
bitcs-10314	27	13	speech	speech	NOUN
bitcs-10314	27	14	systems	system	NOUN
bitcs-10314	27	15	,	,	PUNCT
bitcs-10314	27	16	various	various	ADJ
bitcs-10314	27	17	architectures	architecture	NOUN
bitcs-10314	27	18	have	have	AUX
bitcs-10314	27	19	been	be	AUX
bitcs-10314	27	20	developed	develop	VERB
bitcs-10314	27	21	to	to	PART
bitcs-10314	27	22	produce	produce	VERB
bitcs-10314	27	23	voices	voice	NOUN
bitcs-10314	27	24	that	that	PRON
bitcs-10314	27	25	increasingly	increasingly	ADV
bitcs-10314	27	26	resemble	resemble	VERB
bitcs-10314	27	27	human	human	ADJ
bitcs-10314	27	28	speech	speech	NOUN
bitcs-10314	27	29	.	.	PUNCT
bitcs-10314	28	1	one	one	NUM
bitcs-10314	28	2	recent	recent	ADJ
bitcs-10314	28	3	model	model	NOUN
bitcs-10314	28	4	that	that	PRON
bitcs-10314	28	5	has	have	AUX
bitcs-10314	28	6	demonstrated	demonstrate	VERB
bitcs-10314	28	7	superior	superior	ADJ
bitcs-10314	28	8	performance	performance	NOUN
bitcs-10314	28	9	is	be	AUX
bitcs-10314	28	10	speecht5	speecht5	VERB
bitcs-10314	29	1	[	[	X
bitcs-10314	29	2	4	4	NUM
bitcs-10314	29	3	]	]	PUNCT
bitcs-10314	29	4	,	,	PUNCT
bitcs-10314	29	5	a	a	DET
bitcs-10314	29	6	transformer	transformer	NOUN
bitcs-10314	29	7	-	-	PUNCT
bitcs-10314	29	8	based	base	VERB
bitcs-10314	29	9	pre	pre	ADJ
bitcs-10314	29	10	-	-	ADJ
bitcs-10314	29	11	trained	train	VERB
bitcs-10314	29	12	model	model	NOUN
bitcs-10314	29	13	with	with	ADP
bitcs-10314	29	14	an	an	DET
bitcs-10314	29	15	encoder	encoder	NOUN
bitcs-10314	29	16	-	-	PUNCT
bitcs-10314	29	17	decoder	decoder	NOUN
bitcs-10314	29	18	approach	approach	NOUN
bitcs-10314	29	19	designed	design	VERB
bitcs-10314	29	20	for	for	ADP
bitcs-10314	29	21	various	various	ADJ
bitcs-10314	29	22	speech	speech	NOUN
bitcs-10314	29	23	processing	processing	NOUN
bitcs-10314	29	24	tasks	task	NOUN
bitcs-10314	29	25	,	,	PUNCT
bitcs-10314	29	26	including	include	VERB
bitcs-10314	29	27	speech	speech	NOUN
bitcs-10314	29	28	synthesis	synthesis	NOUN
bitcs-10314	29	29	.	.	PUNCT
bitcs-10314	30	1	this	this	DET
bitcs-10314	30	2	model	model	NOUN
bitcs-10314	30	3	is	be	AUX
bitcs-10314	30	4	capable	capable	ADJ
bitcs-10314	30	5	of	of	ADP
bitcs-10314	30	6	understanding	understand	VERB
bitcs-10314	30	7	text	text	NOUN
bitcs-10314	30	8	structure	structure	NOUN
bitcs-10314	30	9	and	and	CCONJ
bitcs-10314	30	10	converting	convert	VERB
bitcs-10314	30	11	it	it	PRON
bitcs-10314	30	12	into	into	ADP
bitcs-10314	30	13	a	a	DET
bitcs-10314	30	14	mel	mel	NOUN
bitcs-10314	30	15	-	-	PUNCT
bitcs-10314	30	16	spectrogram	spectrogram	NOUN
bitcs-10314	30	17	representation	representation	NOUN
bitcs-10314	30	18	,	,	PUNCT
bitcs-10314	30	19	taking	take	VERB
bitcs-10314	30	20	into	into	ADP
bitcs-10314	30	21	account	account	NOUN
bitcs-10314	30	22	intonation	intonation	NOUN
bitcs-10314	30	23	and	and	CCONJ
bitcs-10314	30	24	rhythm	rhythm	NOUN
bitcs-10314	30	25	.	.	PUNCT
bitcs-10314	31	1	to	to	PART
bitcs-10314	31	2	generate	generate	VERB
bitcs-10314	31	3	the	the	DET
bitcs-10314	31	4	final	final	ADJ
bitcs-10314	31	5	speech	speech	NOUN
bitcs-10314	31	6	signal	signal	NOUN
bitcs-10314	31	7	,	,	PUNCT
bitcs-10314	31	8	hifigan	hifigan	X
bitcs-10314	32	1	[	[	X
bitcs-10314	32	2	5	5	NUM
bitcs-10314	32	3	]	]	PUNCT
bitcs-10314	32	4	was	be	AUX
bitcs-10314	32	5	used	use	VERB
bitcs-10314	32	6	,	,	PUNCT
bitcs-10314	32	7	a	a	DET
bitcs-10314	32	8	generative	generative	ADJ
bitcs-10314	32	9	adversarial	adversarial	ADJ
bitcs-10314	32	10	network	network	NOUN
bitcs-10314	32	11	(	(	PUNCT
bitcs-10314	32	12	gan)-based	gan)-base	VERB
bitcs-10314	32	13	vocoder	vocoder	NOUN
bitcs-10314	32	14	designed	design	VERB
bitcs-10314	32	15	to	to	PART
bitcs-10314	32	16	convert	convert	VERB
bitcs-10314	32	17	melspectrograms	melspectrogram	NOUN
bitcs-10314	32	18	into	into	ADP
bitcs-10314	32	19	high	high	ADJ
bitcs-10314	32	20	-	-	PUNCT
bitcs-10314	32	21	quality	quality	NOUN
bitcs-10314	32	22	,	,	PUNCT
bitcs-10314	32	23	natural	natural	ADJ
bitcs-10314	32	24	audio	audio	NOUN
bitcs-10314	32	25	.	.	PUNCT
bitcs-10314	33	1	the	the	DET
bitcs-10314	33	2	combination	combination	NOUN
bitcs-10314	33	3	of	of	ADP
bitcs-10314	33	4	these	these	DET
bitcs-10314	33	5	two	two	NUM
bitcs-10314	33	6	models	model	NOUN
bitcs-10314	33	7	was	be	AUX
bitcs-10314	33	8	found	find	VERB
bitcs-10314	33	9	to	to	PART
bitcs-10314	33	10	be	be	AUX
bitcs-10314	33	11	effective	effective	ADJ
bitcs-10314	33	12	in	in	ADP
bitcs-10314	33	13	generating	generate	VERB
bitcs-10314	33	14	synthetic	synthetic	ADJ
bitcs-10314	33	15	speech	speech	NOUN
bitcs-10314	33	16	that	that	PRON
bitcs-10314	33	17	approximates	approximate	VERB
bitcs-10314	33	18	human	human	ADJ
bitcs-10314	33	19	voice	voice	NOUN
bitcs-10314	33	20	quality	quality	NOUN
bitcs-10314	33	21	.	.	PUNCT
bitcs-10314	34	1	this	this	DET
bitcs-10314	34	2	research	research	NOUN
bitcs-10314	34	3	provides	provide	VERB
bitcs-10314	34	4	an	an	DET
bitcs-10314	34	5	important	important	ADJ
bitcs-10314	34	6	contribution	contribution	NOUN
bitcs-10314	34	7	to	to	ADP
bitcs-10314	34	8	understanding	understand	VERB
bitcs-10314	34	9	how	how	SCONJ
bitcs-10314	34	10	large	large	ADJ
bitcs-10314	34	11	pre	pre	ADJ
bitcs-10314	34	12	-	-	ADJ
bitcs-10314	34	13	trained	train	VERB
bitcs-10314	34	14	models	model	NOUN
bitcs-10314	34	15	perform	perform	VERB
bitcs-10314	34	16	on	on	ADP
bitcs-10314	34	17	regional	regional	ADJ
bitcs-10314	34	18	languages	language	NOUN
bitcs-10314	34	19	not	not	PART
bitcs-10314	34	20	yet	yet	ADV
bitcs-10314	34	21	represented	represent	VERB
bitcs-10314	34	22	in	in	ADP
bitcs-10314	34	23	the	the	DET
bitcs-10314	34	24	training	training	NOUN
bitcs-10314	34	25	data	datum	NOUN
bitcs-10314	34	26	,	,	PUNCT
bitcs-10314	34	27	and	and	CCONJ
bitcs-10314	34	28	provides	provide	VERB
bitcs-10314	34	29	a	a	DET
bitcs-10314	34	30	basis	basis	NOUN
bitcs-10314	34	31	for	for	ADP
bitcs-10314	34	32	further	further	ADJ
bitcs-10314	34	33	development	development	NOUN
bitcs-10314	34	34	through	through	ADP
bitcs-10314	34	35	fine	fine	ADV
bitcs-10314	34	36	-	-	PUNCT
bitcs-10314	34	37	tuning	tuning	NOUN
bitcs-10314	34	38	and	and	CCONJ
bitcs-10314	34	39	the	the	DET
bitcs-10314	34	40	collection	collection	NOUN
bitcs-10314	34	41	of	of	ADP
bitcs-10314	34	42	a	a	DET
bitcs-10314	34	43	more	more	ADV
bitcs-10314	34	44	comprehensive	comprehensive	ADJ
bitcs-10314	34	45	dataset	dataset	NOUN
bitcs-10314	34	46	,	,	PUNCT
bitcs-10314	34	47	to	to	PART
bitcs-10314	34	48	support	support	VERB
bitcs-10314	34	49	the	the	DET
bitcs-10314	34	50	digital	digital	ADJ
bitcs-10314	34	51	preservation	preservation	NOUN
bitcs-10314	34	52	of	of	ADP
bitcs-10314	34	53	the	the	DET
bitcs-10314	34	54	walikan	walikan	PROPN
bitcs-10314	34	55	malang	malang	PROPN
bitcs-10314	34	56	language	language	PROPN
bitcs-10314	34	57	.	.	PUNCT
bitcs-10314	35	1	ii	ii	PROPN
bitcs-10314	35	2	.	.	PUNCT
bitcs-10314	35	3	methods	method	VERB
bitcs-10314	35	4	the	the	DET
bitcs-10314	35	5	steps	step	NOUN
bitcs-10314	35	6	in	in	ADP
bitcs-10314	35	7	this	this	DET
bitcs-10314	35	8	research	research	NOUN
bitcs-10314	35	9	are	be	AUX
bitcs-10314	35	10	shown	show	VERB
bitcs-10314	35	11	in	in	ADP
bitcs-10314	35	12	(	(	PUNCT
bitcs-10314	35	13	figure	figure	NOUN
bitcs-10314	35	14	1	1	NUM
bitcs-10314	35	15	)	)	PUNCT
bitcs-10314	35	16	.	.	PUNCT
bitcs-10314	35	17	.	.	PUNCT
bitcs-10314	36	1	figure	figure	VERB
bitcs-10314	36	2	1	1	NUM
bitcs-10314	36	3	.	.	PUNCT
bitcs-10314	36	4	steps	step	VERB
bitcs-10314	36	5	a	a	DET
bitcs-10314	36	6	research	research	NOUN
bitcs-10314	36	7	.	.	PUNCT
bitcs-10314	37	1	(	(	PUNCT
bitcs-10314	37	2	source	source	NOUN
bitcs-10314	37	3	:	:	PUNCT
bitcs-10314	37	4	personal	personal	ADJ
bitcs-10314	37	5	preparation	preparation	NOUN
bitcs-10314	37	6	)	)	PUNCT
bitcs-10314	38	1	the	the	DET
bitcs-10314	38	2	dataset	dataset	NOUN
bitcs-10314	38	3	used	use	VERB
bitcs-10314	38	4	in	in	ADP
bitcs-10314	38	5	this	this	DET
bitcs-10314	38	6	study	study	NOUN
bitcs-10314	38	7	consists	consist	VERB
bitcs-10314	38	8	of	of	ADP
bitcs-10314	38	9	1,000	1,000	NUM
bitcs-10314	38	10	sentences	sentence	NOUN
bitcs-10314	38	11	in	in	ADP
bitcs-10314	38	12	the	the	DET
bitcs-10314	38	13	walikan	walikan	ADJ
bitcs-10314	38	14	language	language	NOUN
bitcs-10314	38	15	of	of	ADP
bitcs-10314	38	16	malang	malang	PROPN
bitcs-10314	38	17	.	.	PUNCT
bitcs-10314	39	1	each	each	DET
bitcs-10314	39	2	sentence	sentence	NOUN
bitcs-10314	39	3	was	be	AUX
bitcs-10314	39	4	recorded	record	VERB
bitcs-10314	39	5	by	by	ADP
bitcs-10314	39	6	two	two	NUM
bitcs-10314	39	7	different	different	ADJ
bitcs-10314	39	8	speakers	speaker	NOUN
bitcs-10314	39	9	,	,	PUNCT
bitcs-10314	39	10	one	one	NUM
bitcs-10314	39	11	male	male	NOUN
bitcs-10314	39	12	and	and	CCONJ
bitcs-10314	39	13	one	one	NUM
bitcs-10314	39	14	female	female	NOUN
bitcs-10314	39	15	,	,	PUNCT
bitcs-10314	39	16	resulting	result	VERB
bitcs-10314	39	17	in	in	ADP
bitcs-10314	39	18	a	a	DET
bitcs-10314	39	19	total	total	NOUN
bitcs-10314	39	20	of	of	ADP
bitcs-10314	39	21	2,000	2,000	NUM
bitcs-10314	39	22	audio	audio	ADJ
bitcs-10314	39	23	files	file	NOUN
bitcs-10314	39	24	.	.	PUNCT
bitcs-10314	40	1	this	this	DET
bitcs-10314	40	2	dataset	dataset	NOUN
bitcs-10314	40	3	was	be	AUX
bitcs-10314	40	4	used	use	VERB
bitcs-10314	40	5	to	to	PART
bitcs-10314	40	6	study	study	VERB
bitcs-10314	40	7	the	the	DET
bitcs-10314	40	8	linguistic	linguistic	ADJ
bitcs-10314	40	9	patterns	pattern	NOUN
bitcs-10314	40	10	and	and	CCONJ
bitcs-10314	40	11	acoustic	acoustic	ADJ
bitcs-10314	40	12	characteristics	characteristic	NOUN
bitcs-10314	40	13	of	of	ADP
bitcs-10314	40	14	walikan	walikan	PROPN
bitcs-10314	40	15	and	and	CCONJ
bitcs-10314	40	16	to	to	PART
bitcs-10314	40	17	evaluate	evaluate	VERB
bitcs-10314	40	18	the	the	DET
bitcs-10314	40	19	system	system	NOUN
bitcs-10314	40	20	's	's	PART
bitcs-10314	40	21	performance	performance	NOUN
bitcs-10314	40	22	on	on	ADP
bitcs-10314	40	23	voice	voice	NOUN
bitcs-10314	40	24	variations	variation	NOUN
bitcs-10314	40	25	based	base	VERB
bitcs-10314	40	26	on	on	ADP
bitcs-10314	40	27	speaker	speaker	NOUN
bitcs-10314	40	28	gender	gender	NOUN
bitcs-10314	40	29	.	.	PUNCT
bitcs-10314	41	1	the	the	DET
bitcs-10314	41	2	collected	collect	VERB
bitcs-10314	41	3	data	datum	NOUN
bitcs-10314	41	4	was	be	AUX
bitcs-10314	41	5	stored	store	VERB
bitcs-10314	41	6	in	in	ADP
bitcs-10314	41	7	spreadsheet	spreadsheet	NOUN
bitcs-10314	41	8	format	format	NOUN
bitcs-10314	41	9	(	(	PUNCT
bitcs-10314	41	10	excel	excel	PROPN
bitcs-10314	41	11	)	)	PUNCT
bitcs-10314	41	12	for	for	ADP
bitcs-10314	41	13	ease	ease	NOUN
bitcs-10314	41	14	of	of	ADP
bitcs-10314	41	15	management	management	NOUN
bitcs-10314	41	16	and	and	CCONJ
bitcs-10314	41	17	processing	processing	NOUN
bitcs-10314	41	18	.	.	PUNCT
bitcs-10314	42	1	before	before	ADP
bitcs-10314	42	2	use	use	NOUN
bitcs-10314	42	3	,	,	PUNCT
bitcs-10314	42	4	the	the	DET
bitcs-10314	42	5	data	datum	NOUN
bitcs-10314	42	6	underwent	undergo	VERB
bitcs-10314	42	7	pre	pre	NOUN
bitcs-10314	42	8	-	-	ADJ
bitcs-10314	42	9	processing	processing	ADJ
bitcs-10314	42	10	to	to	PART
bitcs-10314	42	11	remove	remove	VERB
bitcs-10314	42	12	irrelevant	irrelevant	ADJ
bitcs-10314	42	13	symbols	symbol	NOUN
bitcs-10314	42	14	or	or	CCONJ
bitcs-10314	42	15	emojis	emoji	NOUN
bitcs-10314	42	16	and	and	CCONJ
bitcs-10314	42	17	normalize	normalize	VERB
bitcs-10314	42	18	the	the	DET
bitcs-10314	42	19	text	text	NOUN
bitcs-10314	42	20	.	.	PUNCT
bitcs-10314	43	1	an	an	DET
bitcs-10314	43	2	example	example	NOUN
bitcs-10314	43	3	of	of	ADP
bitcs-10314	43	4	the	the	DET
bitcs-10314	43	5	data	datum	NOUN
bitcs-10314	43	6	used	use	VERB
bitcs-10314	43	7	is	be	AUX
bitcs-10314	43	8	shown	show	VERB
bitcs-10314	43	9	in	in	ADP
bitcs-10314	43	10	table	table	NOUN
bitcs-10314	43	11	1	1	NUM
bitcs-10314	43	12	.	.	PUNCT
bitcs-10314	43	13	evaluation	evaluation	NOUN
bitcs-10314	43	14	vol	vol	NOUN
bitcs-10314	43	15	.	.	PROPN
bitcs-10314	44	1	6	6	NUM
bitcs-10314	44	2	,	,	PUNCT
bitcs-10314	44	3	no.2	no.2	PROPN
bitcs-10314	44	4	,	,	PUNCT
bitcs-10314	44	5	july	july	PROPN
bitcs-10314	44	6	2025	2025	NUM
bitcs-10314	45	1	|	|	ADV
bitcs-10314	45	2	58	58	NUM
bitcs-10314	45	3	table	table	NOUN
bitcs-10314	45	4	1	1	NUM
bitcs-10314	45	5	.	.	PUNCT
bitcs-10314	45	6	dataset	dataset	NOUN
bitcs-10314	45	7	language	language	PROPN
bitcs-10314	45	8	walikan	walikan	PROPN
bitcs-10314	45	9	language	language	PROPN
bitcs-10314	45	10	walikan	walikan	PROPN
bitcs-10314	45	11	language	language	PROPN
bitcs-10314	45	12	indonesian	indonesian	ADJ
bitcs-10314	45	13	etas	etas	PROPN
bitcs-10314	45	14	maya	maya	PROPN
bitcs-10314	45	15	sing	sing	PROPN
bitcs-10314	45	16	cedek	cedek	PROPN
bitcs-10314	45	17	gang	gang	PROPN
bitcs-10314	45	18	iku	iku	PROPN
bitcs-10314	45	19	asaib	asaib	NOUN
bitcs-10314	45	20	sam	sam	PROPN
bitcs-10314	45	21	rasane	rasane	PROPN
bitcs-10314	45	22	sate	sate	PROPN
bitcs-10314	45	23	atam	atam	PROPN
bitcs-10314	45	24	yang	yang	PROPN
bitcs-10314	45	25	dekat	dekat	PROPN
bitcs-10314	45	26	gang	gang	PROPN
bitcs-10314	45	27	itu	itu	PROPN
bitcs-10314	45	28	biasa	biasa	PROPN
bitcs-10314	45	29	mas	mas	PROPN
bitcs-10314	46	1	rasanya	rasanya	PROPN
bitcs-10314	46	2	yang	yang	PROPN
bitcs-10314	46	3	ayahab	ayahab	PROPN
bitcs-10314	46	4	kuwi	kuwi	PROPN
bitcs-10314	46	5	gluduk	gluduk	PROPN
bitcs-10314	46	6	arudam	arudam	PROPN
bitcs-10314	46	7	yang	yang	PROPN
bitcs-10314	46	8	bahaya	bahaya	PROPN
bitcs-10314	46	9	itu	itu	PROPN
bitcs-10314	46	10	petir	petir	PROPN
bitcs-10314	46	11	madura	madura	PROPN
bitcs-10314	46	12	tambah	tambah	PROPN
bitcs-10314	46	13	nade	nade	PROPN
bitcs-10314	46	14	ae	ae	PROPN
bitcs-10314	47	1	nawak	nawak	PROPN
bitcs-10314	47	2	kotis	koti	VERB
bitcs-10314	47	3	iki	iki	PROPN
bitcs-10314	47	4	tambah	tambah	PROPN
bitcs-10314	47	5	gila	gila	PROPN
bitcs-10314	47	6	aja	aja	PROPN
bitcs-10314	47	7	teman	teman	PROPN
bitcs-10314	47	8	satu	satu	PROPN
bitcs-10314	47	9	ini	ini	PROPN
bitcs-10314	47	10	wah	wah	PROPN
bitcs-10314	47	11	umak	umak	PROPN
bitcs-10314	47	12	lihai	lihai	PROPN
bitcs-10314	47	13	juga	juga	PROPN
bitcs-10314	47	14	berbahasa	berbahasa	PROPN
bitcs-10314	47	15	arudam	arudam	PROPN
bitcs-10314	47	16	wah	wah	PROPN
bitcs-10314	47	17	kamu	kamu	PROPN
bitcs-10314	47	18	lihai	lihai	PROPN
bitcs-10314	47	19	juga	juga	PROPN
bitcs-10314	47	20	berbahasa	berbahasa	PROPN
bitcs-10314	48	1	madura	madura	PROPN
bitcs-10314	48	2	rintep	rintep	PROPN
bitcs-10314	48	3	pol	pol	PROPN
bitcs-10314	48	4	kakakku	kakakku	PROPN
bitcs-10314	48	5	pintar	pintar	PROPN
bitcs-10314	48	6	banget	banget	PROPN
bitcs-10314	48	7	kakakku	kakakku	PROPN
bitcs-10314	48	8	agomes	agome	NOUN
bitcs-10314	48	9	warga	warga	VERB
bitcs-10314	48	10	licek	licek	PROPN
bitcs-10314	48	11	sukses	sukse	VERB
bitcs-10314	48	12	halokes	haloke	NOUN
bitcs-10314	48	13	e	e	PROPN
bitcs-10314	48	14	semoga	semoga	NOUN
bitcs-10314	48	15	warga	warga	PROPN
bitcs-10314	48	16	kecil	kecil	PROPN
bitcs-10314	48	17	sukses	sukses	PROPN
bitcs-10314	48	18	sekolah	sekolah	PROPN
bitcs-10314	48	19	nya	nya	PROPN
bitcs-10314	48	20	halokes	halokes	PROPN
bitcs-10314	48	21	sek	sek	PROPN
bitcs-10314	48	22	jum	jum	PROPN
bitcs-10314	48	23	sekolah	sekolah	PROPN
bitcs-10314	48	24	dulu	dulu	PROPN
bitcs-10314	48	25	jum	jum	PROPN
bitcs-10314	48	26	nde	nde	PROPN
bitcs-10314	48	27	wendit	wendit	PROPN
bitcs-10314	48	28	akeh	akeh	ADV
bitcs-10314	48	29	sedeb	sedeb	PROPN
bitcs-10314	48	30	sam	sam	PROPN
bitcs-10314	48	31	di	di	PROPN
bitcs-10314	48	32	wendit	wendit	PROPN
bitcs-10314	49	1	banyak	banyak	PROPN
bitcs-10314	49	2	monyet	monyet	PROPN
bitcs-10314	49	3	mas	mas	PROPN
bitcs-10314	49	4	likis	likis	PROPN
bitcs-10314	49	5	e	e	PROPN
bitcs-10314	49	6	adikku	adikku	NOUN
bitcs-10314	49	7	mari	mari	PROPN
bitcs-10314	49	8	dicokot	dicokot	NOUN
bitcs-10314	49	9	kucing	kuce	VERB
bitcs-10314	49	10	kaki	kaki	PROPN
bitcs-10314	49	11	nya	nya	PROPN
bitcs-10314	49	12	adikku	adikku	NOUN
bitcs-10314	49	13	habis	habis	AUX
bitcs-10314	49	14	digigit	digigit	NOUN
bitcs-10314	49	15	kucing	kuce	VERB
bitcs-10314	49	16	bangga	bangga	PROPN
bitcs-10314	49	17	nggae	nggae	PROPN
bitcs-10314	49	18	soak	soak	VERB
bitcs-10314	49	19	arema	arema	ADP
bitcs-10314	49	20	bangga	bangga	PROPN
bitcs-10314	49	21	pakai	pakai	PROPN
bitcs-10314	49	22	kaos	kaos	PROPN
bitcs-10314	49	23	arema	arema	PROPN
bitcs-10314	49	24	1	1	NUM
bitcs-10314	49	25	.	.	PUNCT
bitcs-10314	50	1	pre	pre	VERB
bitcs-10314	50	2	-	-	ADJ
bitcs-10314	50	3	trained	train	VERB
bitcs-10314	50	4	speecht5	speecht5	NOUN
bitcs-10314	50	5	model	model	NOUN
bitcs-10314	50	6	speecht5	speecht5	PROPN
bitcs-10314	50	7	is	be	AUX
bitcs-10314	50	8	a	a	DET
bitcs-10314	50	9	pre	pre	ADJ
bitcs-10314	50	10	-	-	ADJ
bitcs-10314	50	11	trained	train	VERB
bitcs-10314	50	12	model	model	NOUN
bitcs-10314	50	13	based	base	VERB
bitcs-10314	50	14	on	on	ADP
bitcs-10314	50	15	a	a	DET
bitcs-10314	50	16	transformer	transformer	ADJ
bitcs-10314	50	17	encoder	encoder	NOUN
bitcs-10314	50	18	-	-	PUNCT
bitcs-10314	50	19	decoder	decoder	NOUN
bitcs-10314	50	20	architecture	architecture	NOUN
bitcs-10314	50	21	used	use	VERB
bitcs-10314	50	22	to	to	PART
bitcs-10314	50	23	convert	convert	VERB
bitcs-10314	50	24	text	text	NOUN
bitcs-10314	50	25	into	into	ADP
bitcs-10314	50	26	a	a	DET
bitcs-10314	50	27	mel	mel	NOUN
bitcs-10314	50	28	-	-	PUNCT
bitcs-10314	50	29	spectrogram	spectrogram	NOUN
bitcs-10314	50	30	,	,	PUNCT
bitcs-10314	50	31	a	a	DET
bitcs-10314	50	32	visual	visual	ADJ
bitcs-10314	50	33	representation	representation	NOUN
bitcs-10314	50	34	of	of	ADP
bitcs-10314	50	35	audio	audio	ADJ
bitcs-10314	50	36	frequencies	frequency	NOUN
bitcs-10314	50	37	over	over	ADP
bitcs-10314	50	38	time	time	NOUN
bitcs-10314	50	39	.	.	PUNCT
bitcs-10314	51	1	this	this	DET
bitcs-10314	51	2	model	model	NOUN
bitcs-10314	51	3	was	be	AUX
bitcs-10314	51	4	implemented	implement	VERB
bitcs-10314	51	5	without	without	ADP
bitcs-10314	51	6	fine	fine	ADV
bitcs-10314	51	7	-	-	PUNCT
bitcs-10314	51	8	tuning	tuning	NOUN
bitcs-10314	51	9	,	,	PUNCT
bitcs-10314	51	10	using	use	VERB
bitcs-10314	51	11	the	the	DET
bitcs-10314	51	12	default	default	NOUN
bitcs-10314	51	13	configuration	configuration	NOUN
bitcs-10314	51	14	from	from	ADP
bitcs-10314	51	15	the	the	DET
bitcs-10314	51	16	hugging	hugging	NOUN
bitcs-10314	51	17	face	face	NOUN
bitcs-10314	51	18	library	library	NOUN
bitcs-10314	51	19	.	.	PUNCT
bitcs-10314	52	1	the	the	DET
bitcs-10314	52	2	speecht5	speecht5	PROPN
bitcs-10314	52	3	model	model	NOUN
bitcs-10314	52	4	uses	use	VERB
bitcs-10314	52	5	a	a	DET
bitcs-10314	52	6	transformer	transformer	NOUN
bitcs-10314	52	7	-	-	PUNCT
bitcs-10314	52	8	based	base	VERB
bitcs-10314	52	9	encoder	encoder	NOUN
bitcs-10314	52	10	-	-	PUNCT
bitcs-10314	52	11	decoder	decoder	NOUN
bitcs-10314	52	12	architecture	architecture	NOUN
bitcs-10314	52	13	,	,	PUNCT
bitcs-10314	52	14	with	with	SCONJ
bitcs-10314	52	15	six	six	NUM
bitcs-10314	52	16	additional	additional	ADJ
bitcs-10314	52	17	prenet	prenet	NOUN
bitcs-10314	52	18	and	and	CCONJ
bitcs-10314	52	19	post	post	ADJ
bitcs-10314	52	20	-	-	ADJ
bitcs-10314	52	21	net	net	ADJ
bitcs-10314	52	22	modules	module	NOUN
bitcs-10314	52	23	to	to	PART
bitcs-10314	52	24	process	process	VERB
bitcs-10314	52	25	input	input	NOUN
bitcs-10314	52	26	and	and	CCONJ
bitcs-10314	52	27	output	output	NOUN
bitcs-10314	52	28	in	in	ADP
bitcs-10314	52	29	the	the	DET
bitcs-10314	52	30	form	form	NOUN
bitcs-10314	52	31	of	of	ADP
bitcs-10314	52	32	text	text	NOUN
bitcs-10314	52	33	and	and	CCONJ
bitcs-10314	52	34	speech	speech	NOUN
bitcs-10314	52	35	.	.	PUNCT
bitcs-10314	53	1	the	the	DET
bitcs-10314	53	2	encoder	encoder	NOUN
bitcs-10314	53	3	consists	consist	VERB
bitcs-10314	53	4	of	of	ADP
bitcs-10314	53	5	two	two	NUM
bitcs-10314	53	6	parts	part	NOUN
bitcs-10314	53	7	:	:	PUNCT
bitcs-10314	53	8	the	the	DET
bitcs-10314	53	9	speech	speech	NOUN
bitcs-10314	53	10	encoder	encoder	NOUN
bitcs-10314	53	11	pre	pre	NOUN
bitcs-10314	53	12	-	-	ADJ
bitcs-10314	53	13	net	net	ADJ
bitcs-10314	53	14	to	to	PART
bitcs-10314	53	15	convert	convert	VERB
bitcs-10314	53	16	the	the	DET
bitcs-10314	53	17	raw	raw	ADJ
bitcs-10314	53	18	speech	speech	NOUN
bitcs-10314	53	19	signal	signal	NOUN
bitcs-10314	53	20	into	into	ADP
bitcs-10314	53	21	speech	speech	NOUN
bitcs-10314	53	22	features	feature	NOUN
bitcs-10314	53	23	,	,	PUNCT
bitcs-10314	53	24	and	and	CCONJ
bitcs-10314	53	25	the	the	DET
bitcs-10314	53	26	text	text	NOUN
bitcs-10314	53	27	encoder	encoder	NOUN
bitcs-10314	53	28	pre	pre	NOUN
bitcs-10314	53	29	-	-	ADJ
bitcs-10314	53	30	net	net	ADJ
bitcs-10314	53	31	to	to	PART
bitcs-10314	53	32	convert	convert	VERB
bitcs-10314	53	33	the	the	DET
bitcs-10314	53	34	text	text	NOUN
bitcs-10314	53	35	into	into	ADP
bitcs-10314	53	36	a	a	DET
bitcs-10314	53	37	textual	textual	ADJ
bitcs-10314	53	38	representation	representation	NOUN
bitcs-10314	53	39	.	.	PUNCT
bitcs-10314	54	1	the	the	DET
bitcs-10314	54	2	outputs	output	NOUN
bitcs-10314	54	3	of	of	ADP
bitcs-10314	54	4	these	these	DET
bitcs-10314	54	5	two	two	NUM
bitcs-10314	54	6	parts	part	NOUN
bitcs-10314	54	7	are	be	AUX
bitcs-10314	54	8	combined	combine	VERB
bitcs-10314	54	9	into	into	ADP
bitcs-10314	54	10	a	a	DET
bitcs-10314	54	11	unified	unified	ADJ
bitcs-10314	54	12	representation	representation	NOUN
bitcs-10314	54	13	that	that	PRON
bitcs-10314	54	14	is	be	AUX
bitcs-10314	54	15	used	use	VERB
bitcs-10314	54	16	by	by	ADP
bitcs-10314	54	17	the	the	DET
bitcs-10314	54	18	decoder	decoder	NOUN
bitcs-10314	54	19	.	.	PUNCT
bitcs-10314	55	1	figure	figure	NOUN
bitcs-10314	55	2	2	2	NUM
bitcs-10314	55	3	.	.	PUNCT
bitcs-10314	56	1	speecht5	speecht5	X
bitcs-10314	56	2	architecture	architecture	NOUN
bitcs-10314	56	3	the	the	DET
bitcs-10314	56	4	decoder	decoder	NOUN
bitcs-10314	56	5	also	also	ADV
bitcs-10314	56	6	has	have	VERB
bitcs-10314	56	7	two	two	NUM
bitcs-10314	56	8	paths	path	NOUN
bitcs-10314	56	9	:	:	PUNCT
bitcs-10314	56	10	the	the	DET
bitcs-10314	56	11	speech	speech	NOUN
bitcs-10314	56	12	decoder	decoder	NOUN
bitcs-10314	56	13	,	,	PUNCT
bitcs-10314	56	14	which	which	PRON
bitcs-10314	56	15	generates	generate	VERB
bitcs-10314	56	16	a	a	DET
bitcs-10314	56	17	mel	mel	NOUN
bitcs-10314	56	18	-	-	PUNCT
bitcs-10314	56	19	spectrogram	spectrogram	NOUN
bitcs-10314	56	20	from	from	ADP
bitcs-10314	56	21	text	text	NOUN
bitcs-10314	56	22	input	input	NOUN
bitcs-10314	56	23	,	,	PUNCT
bitcs-10314	56	24	and	and	CCONJ
bitcs-10314	56	25	the	the	DET
bitcs-10314	56	26	text	text	NOUN
bitcs-10314	56	27	decoder	decoder	NOUN
bitcs-10314	56	28	,	,	PUNCT
bitcs-10314	56	29	which	which	PRON
bitcs-10314	56	30	generates	generate	VERB
bitcs-10314	56	31	text	text	NOUN
bitcs-10314	56	32	from	from	ADP
bitcs-10314	56	33	voice	voice	NOUN
bitcs-10314	56	34	input	input	NOUN
bitcs-10314	56	35	.	.	PUNCT
bitcs-10314	57	1	the	the	DET
bitcs-10314	57	2	pre	pre	ADJ
bitcs-10314	57	3	-	-	ADJ
bitcs-10314	57	4	net	net	ADJ
bitcs-10314	57	5	and	and	CCONJ
bitcs-10314	57	6	post	post	ADJ
bitcs-10314	57	7	-	-	ADJ
bitcs-10314	57	8	net	net	ADJ
bitcs-10314	57	9	components	component	NOUN
bitcs-10314	57	10	in	in	ADP
bitcs-10314	57	11	each	each	DET
bitcs-10314	57	12	section	section	NOUN
bitcs-10314	57	13	enhance	enhance	VERB
bitcs-10314	57	14	the	the	DET
bitcs-10314	57	15	quality	quality	NOUN
bitcs-10314	57	16	of	of	ADP
bitcs-10314	57	17	the	the	DET
bitcs-10314	57	18	representation	representation	NOUN
bitcs-10314	57	19	and	and	CCONJ
bitcs-10314	57	20	output	output	NOUN
bitcs-10314	57	21	.	.	PUNCT
bitcs-10314	58	1	the	the	DET
bitcs-10314	58	2	speech	speech	NOUN
bitcs-10314	58	3	encoder	encoder	NOUN
bitcs-10314	58	4	pre	pre	ADJ
bitcs-10314	58	5	-	-	ADJ
bitcs-10314	58	6	net	net	ADJ
bitcs-10314	58	7	utilizes	utilize	NOUN
bitcs-10314	58	8	features	feature	NOUN
bitcs-10314	58	9	from	from	ADP
bitcs-10314	58	10	wav2vec	wav2vec	PROPN
bitcs-10314	58	11	2.0	2.0	NUM
bitcs-10314	58	12	,	,	PUNCT
bitcs-10314	58	13	while	while	SCONJ
bitcs-10314	58	14	the	the	DET
bitcs-10314	58	15	decoder	decoder	NOUN
bitcs-10314	58	16	utilizes	utilize	VERB
bitcs-10314	58	17	speaker	speaker	NOUN
bitcs-10314	58	18	embeddings	embedding	NOUN
bitcs-10314	58	19	(	(	PUNCT
bitcs-10314	58	20	x	x	NOUN
bitcs-10314	58	21	-	-	NOUN
bitcs-10314	58	22	vectors	vector	NOUN
bitcs-10314	58	23	)	)	PUNCT
bitcs-10314	58	24	to	to	PART
bitcs-10314	58	25	support	support	VERB
bitcs-10314	58	26	multi	multi	ADJ
bitcs-10314	58	27	-	-	ADJ
bitcs-10314	58	28	speaker	speaker	NOUN
bitcs-10314	58	29	synthesis	synthesis	NOUN
bitcs-10314	58	30	.	.	PUNCT
bitcs-10314	59	1	the	the	DET
bitcs-10314	59	2	initial	initial	ADJ
bitcs-10314	59	3	pre	pre	ADJ
bitcs-10314	59	4	-	-	ADJ
bitcs-10314	59	5	training	training	ADJ
bitcs-10314	59	6	process	process	NOUN
bitcs-10314	59	7	is	be	AUX
bitcs-10314	59	8	multi	multi	ADJ
bitcs-10314	59	9	-	-	NOUN
bitcs-10314	59	10	task	task	NOUN
bitcs-10314	59	11	and	and	CCONJ
bitcs-10314	59	12	cross	cross	NOUN
bitcs-10314	59	13	-	-	ADJ
bitcs-10314	59	14	modal	modal	ADJ
bitcs-10314	59	15	,	,	PUNCT
bitcs-10314	59	16	including	include	VERB
bitcs-10314	59	17	bidirectional	bidirectional	ADJ
bitcs-10314	59	18	masking	masking	NOUN
bitcs-10314	59	19	prediction	prediction	NOUN
bitcs-10314	59	20	,	,	PUNCT
bitcs-10314	59	21	sequence	sequence	NOUN
bitcs-10314	59	22	-	-	PUNCT
bitcs-10314	59	23	to	to	ADP
bitcs-10314	59	24	-	-	PUNCT
bitcs-10314	59	25	sequence	sequence	NOUN
bitcs-10314	59	26	generation	generation	NOUN
bitcs-10314	59	27	,	,	PUNCT
bitcs-10314	59	28	and	and	CCONJ
bitcs-10314	59	29	text	text	NOUN
bitcs-10314	59	30	pre	pre	ADJ
bitcs-10314	59	31	-	-	NOUN
bitcs-10314	59	32	training	training	NOUN
bitcs-10314	59	33	using	use	VERB
bitcs-10314	59	34	an	an	DET
bitcs-10314	59	35	infilling	infille	VERB
bitcs-10314	59	36	strategy	strategy	NOUN
bitcs-10314	59	37	.	.	PUNCT
bitcs-10314	60	1	the	the	DET
bitcs-10314	60	2	encoder	encoder	NOUN
bitcs-10314	60	3	output	output	NOUN
bitcs-10314	60	4	representation	representation	NOUN
bitcs-10314	60	5	is	be	AUX
bitcs-10314	60	6	discretized	discretize	VERB
bitcs-10314	60	7	using	use	VERB
bitcs-10314	60	8	vector	vector	NOUN
bitcs-10314	60	9	quantization	quantization	NOUN
bitcs-10314	60	10	,	,	PUNCT
bitcs-10314	60	11	allowing	allow	VERB
bitcs-10314	60	12	the	the	DET
bitcs-10314	60	13	model	model	NOUN
bitcs-10314	60	14	to	to	PART
bitcs-10314	60	15	align	align	VERB
bitcs-10314	60	16	the	the	DET
bitcs-10314	60	17	voice	voice	NOUN
bitcs-10314	60	18	and	and	CCONJ
bitcs-10314	60	19	text	text	NOUN
bitcs-10314	60	20	modalities	modality	NOUN
bitcs-10314	60	21	.	.	PUNCT
bitcs-10314	61	1	vol	vol	NOUN
bitcs-10314	61	2	.	.	PROPN
bitcs-10314	62	1	6	6	NUM
bitcs-10314	62	2	,	,	PUNCT
bitcs-10314	62	3	no.2	no.2	PROPN
bitcs-10314	62	4	,	,	PUNCT
bitcs-10314	62	5	july	july	PROPN
bitcs-10314	62	6	2025	2025	NUM
bitcs-10314	63	1	|	|	ADV
bitcs-10314	63	2	59	59	NUM
bitcs-10314	63	3	the	the	DET
bitcs-10314	63	4	implementation	implementation	NOUN
bitcs-10314	63	5	of	of	ADP
bitcs-10314	63	6	the	the	DET
bitcs-10314	63	7	speecht5	speecht5	PROPN
bitcs-10314	63	8	model	model	NOUN
bitcs-10314	63	9	as	as	SCONJ
bitcs-10314	63	10	the	the	DET
bitcs-10314	63	11	core	core	NOUN
bitcs-10314	63	12	of	of	ADP
bitcs-10314	63	13	the	the	DET
bitcs-10314	63	14	text	text	NOUN
bitcs-10314	63	15	-	-	PUNCT
bitcs-10314	63	16	to	to	ADP
bitcs-10314	63	17	-	-	PUNCT
bitcs-10314	63	18	speech	speech	NOUN
bitcs-10314	63	19	system	system	NOUN
bitcs-10314	63	20	for	for	ADP
bitcs-10314	63	21	the	the	DET
bitcs-10314	63	22	malang	malang	PROPN
bitcs-10314	63	23	walikan	walikan	PROPN
bitcs-10314	63	24	language	language	PROPN
bitcs-10314	63	25	is	be	AUX
bitcs-10314	63	26	carried	carry	VERB
bitcs-10314	63	27	out	out	ADP
bitcs-10314	63	28	using	use	VERB
bitcs-10314	63	29	the	the	DET
bitcs-10314	63	30	following	follow	VERB
bitcs-10314	63	31	steps	step	NOUN
bitcs-10314	63	32	:	:	PUNCT
bitcs-10314	63	33	a.	a.	NOUN
bitcs-10314	63	34	data	data	PROPN
bitcs-10314	63	35	preparation	preparation	NOUN
bitcs-10314	63	36	and	and	CCONJ
bitcs-10314	63	37	pre	pre	ADJ
bitcs-10314	63	38	-	-	ADJ
bitcs-10314	63	39	trained	train	VERB
bitcs-10314	63	40	model	model	NOUN
bitcs-10314	63	41	the	the	DET
bitcs-10314	63	42	pre	pre	ADJ
bitcs-10314	63	43	-	-	ADJ
bitcs-10314	63	44	trained	train	VERB
bitcs-10314	63	45	speecht5	speecht5	NOUN
bitcs-10314	63	46	model	model	NOUN
bitcs-10314	63	47	is	be	AUX
bitcs-10314	63	48	used	use	VERB
bitcs-10314	63	49	in	in	ADP
bitcs-10314	63	50	the	the	DET
bitcs-10314	63	51	walikan	walikan	PROPN
bitcs-10314	63	52	language	language	NOUN
bitcs-10314	63	53	sentence	sentence	NOUN
bitcs-10314	63	54	dataset	dataset	VERB
bitcs-10314	63	55	without	without	ADP
bitcs-10314	63	56	finetuning	finetune	VERB
bitcs-10314	63	57	.	.	PUNCT
bitcs-10314	64	1	the	the	DET
bitcs-10314	64	2	audio	audio	ADJ
bitcs-10314	64	3	output	output	NOUN
bitcs-10314	64	4	is	be	AUX
bitcs-10314	64	5	evaluated	evaluate	VERB
bitcs-10314	64	6	using	use	VERB
bitcs-10314	64	7	asr	asr	NOUN
bitcs-10314	64	8	and	and	CCONJ
bitcs-10314	64	9	word	word	NOUN
bitcs-10314	64	10	error	error	NOUN
bitcs-10314	64	11	rate	rate	NOUN
bitcs-10314	64	12	(	(	PUNCT
bitcs-10314	64	13	wer	wer	NOUN
bitcs-10314	64	14	)	)	PUNCT
bitcs-10314	64	15	.	.	PUNCT
bitcs-10314	65	1	b.	b.	PROPN
bitcs-10314	65	2	text	text	NOUN
bitcs-10314	65	3	preprocessing	preprocesse	VERB
bitcs-10314	65	4	1	1	NUM
bitcs-10314	65	5	)	)	PUNCT
bitcs-10314	65	6	normalization	normalization	NOUN
bitcs-10314	65	7	:	:	PUNCT
bitcs-10314	65	8	standardize	standardize	VERB
bitcs-10314	65	9	the	the	DET
bitcs-10314	65	10	text	text	NOUN
bitcs-10314	65	11	(	(	PUNCT
bitcs-10314	65	12	lowercase	lowercase	ADJ
bitcs-10314	65	13	,	,	PUNCT
bitcs-10314	65	14	remove	remove	VERB
bitcs-10314	65	15	irrelevant	irrelevant	ADJ
bitcs-10314	65	16	symbols	symbol	NOUN
bitcs-10314	65	17	/	/	SYM
bitcs-10314	65	18	punctuation	punctuation	NOUN
bitcs-10314	65	19	)	)	PUNCT
bitcs-10314	65	20	.	.	PUNCT
bitcs-10314	66	1	2	2	X
bitcs-10314	66	2	)	)	PUNCT
bitcs-10314	66	3	tokenization	tokenization	NOUN
bitcs-10314	66	4	:	:	PUNCT
bitcs-10314	66	5	break	break	VERB
bitcs-10314	66	6	the	the	DET
bitcs-10314	66	7	text	text	NOUN
bitcs-10314	66	8	into	into	ADP
bitcs-10314	66	9	tokens	token	NOUN
bitcs-10314	66	10	(	(	PUNCT
bitcs-10314	66	11	words	word	NOUN
bitcs-10314	66	12	/	/	SYM
bitcs-10314	66	13	subwords	subword	NOUN
bitcs-10314	66	14	)	)	PUNCT
bitcs-10314	66	15	.	.	PUNCT
bitcs-10314	67	1	3	3	X
bitcs-10314	67	2	)	)	PUNCT
bitcs-10314	67	3	conversion	conversion	NOUN
bitcs-10314	67	4	to	to	ADP
bitcs-10314	67	5	numeric	numeric	PROPN
bitcs-10314	67	6	i	i	PROPN
bitcs-10314	67	7	d	d	PROPN
bitcs-10314	67	8	:	:	PUNCT
bitcs-10314	67	9	map	map	VERB
bitcs-10314	67	10	tokens	token	NOUN
bitcs-10314	67	11	to	to	PART
bitcs-10314	67	12	unique	unique	ADJ
bitcs-10314	67	13	numbers	number	NOUN
bitcs-10314	67	14	based	base	VERB
bitcs-10314	67	15	on	on	ADP
bitcs-10314	67	16	the	the	DET
bitcs-10314	67	17	vocabulary	vocabulary	NOUN
bitcs-10314	67	18	.	.	PUNCT
bitcs-10314	68	1	4	4	X
bitcs-10314	68	2	)	)	PUNCT
bitcs-10314	68	3	embedding	embed	VERB
bitcs-10314	68	4	:	:	PUNCT
bitcs-10314	68	5	convert	convert	VERB
bitcs-10314	68	6	the	the	DET
bitcs-10314	68	7	i	i	PROPN
bitcs-10314	68	8	d	d	PROPN
bitcs-10314	68	9	tokens	token	NOUN
bitcs-10314	68	10	into	into	ADP
bitcs-10314	68	11	a	a	DET
bitcs-10314	68	12	numeric	numeric	ADJ
bitcs-10314	68	13	representation	representation	NOUN
bitcs-10314	68	14	vector	vector	NOUN
bitcs-10314	68	15	that	that	PRON
bitcs-10314	68	16	the	the	DET
bitcs-10314	68	17	model	model	NOUN
bitcs-10314	68	18	understands	understand	VERB
bitcs-10314	68	19	.	.	PUNCT
bitcs-10314	69	1	c.	c.	PROPN
bitcs-10314	69	2	encoding	encoding	NOUN
bitcs-10314	69	3	with	with	ADP
bitcs-10314	69	4	a	a	DET
bitcs-10314	69	5	transformer	transformer	NOUN
bitcs-10314	69	6	encoder	encoder	NOUN
bitcs-10314	69	7	the	the	DET
bitcs-10314	69	8	embedding	embed	VERB
bitcs-10314	69	9	vector	vector	NOUN
bitcs-10314	69	10	is	be	AUX
bitcs-10314	69	11	processed	process	VERB
bitcs-10314	69	12	by	by	ADP
bitcs-10314	69	13	a	a	DET
bitcs-10314	69	14	transformer	transformer	NOUN
bitcs-10314	69	15	encoder	encoder	NOUN
bitcs-10314	69	16	with	with	ADP
bitcs-10314	69	17	self	self	NOUN
bitcs-10314	69	18	-	-	PUNCT
bitcs-10314	69	19	attention	attention	NOUN
bitcs-10314	69	20	to	to	PART
bitcs-10314	69	21	produce	produce	VERB
bitcs-10314	69	22	a	a	DET
bitcs-10314	69	23	contextual	contextual	ADJ
bitcs-10314	69	24	representation	representation	NOUN
bitcs-10314	69	25	of	of	ADP
bitcs-10314	69	26	the	the	DET
bitcs-10314	69	27	text	text	NOUN
bitcs-10314	69	28	(	(	PUNCT
bitcs-10314	69	29	hidden	hide	VERB
bitcs-10314	69	30	states	state	NOUN
bitcs-10314	69	31	)	)	PUNCT
bitcs-10314	69	32	.	.	PUNCT
bitcs-10314	70	1	d.	d.	PROPN
bitcs-10314	70	2	mel	mel	PROPN
bitcs-10314	70	3	-	-	PUNCT
bitcs-10314	70	4	spectrogram	spectrogram	NOUN
bitcs-10314	70	5	prediction	prediction	NOUN
bitcs-10314	70	6	by	by	ADP
bitcs-10314	70	7	the	the	DET
bitcs-10314	70	8	decoder	decoder	NOUN
bitcs-10314	70	9	the	the	DET
bitcs-10314	70	10	transformer	transformer	NOUN
bitcs-10314	70	11	decoder	decoder	NOUN
bitcs-10314	70	12	converts	convert	VERB
bitcs-10314	70	13	the	the	DET
bitcs-10314	70	14	contextual	contextual	ADJ
bitcs-10314	70	15	representation	representation	NOUN
bitcs-10314	70	16	into	into	ADP
bitcs-10314	70	17	a	a	DET
bitcs-10314	70	18	mel	mel	NOUN
bitcs-10314	70	19	-	-	PUNCT
bitcs-10314	70	20	spectrogram	spectrogram	NOUN
bitcs-10314	70	21	through	through	ADP
bitcs-10314	70	22	self	self	NOUN
bitcs-10314	70	23	-	-	PUNCT
bitcs-10314	70	24	attention	attention	NOUN
bitcs-10314	70	25	and	and	CCONJ
bitcs-10314	70	26	cross	cross	NOUN
bitcs-10314	70	27	-	-	NOUN
bitcs-10314	70	28	attention	attention	NOUN
bitcs-10314	70	29	with	with	ADP
bitcs-10314	70	30	the	the	DET
bitcs-10314	70	31	encoder	encoder	NOUN
bitcs-10314	70	32	output	output	NOUN
bitcs-10314	70	33	.	.	PUNCT
bitcs-10314	71	1	the	the	DET
bitcs-10314	71	2	mel	mel	PROPN
bitcs-10314	71	3	-	-	PUNCT
bitcs-10314	71	4	spectrogram	spectrogram	NOUN
bitcs-10314	71	5	depicts	depict	VERB
bitcs-10314	71	6	sound	sound	ADJ
bitcs-10314	71	7	energy	energy	NOUN
bitcs-10314	71	8	at	at	ADP
bitcs-10314	71	9	various	various	ADJ
bitcs-10314	71	10	frequencies	frequency	NOUN
bitcs-10314	71	11	over	over	ADP
bitcs-10314	71	12	time	time	NOUN
bitcs-10314	71	13	.	.	PUNCT
bitcs-10314	72	1	e.	e.	PROPN
bitcs-10314	72	2	mel	mel	PROPN
bitcs-10314	72	3	-	-	PUNCT
bitcs-10314	72	4	spectrogram	spectrogram	NOUN
bitcs-10314	72	5	conversion	conversion	NOUN
bitcs-10314	72	6	to	to	ADP
bitcs-10314	72	7	audio	audio	NOUN
bitcs-10314	72	8	the	the	DET
bitcs-10314	72	9	decoded	decode	VERB
bitcs-10314	72	10	mel	mel	NOUN
bitcs-10314	72	11	-	-	PUNCT
bitcs-10314	72	12	spectrogram	spectrogram	NOUN
bitcs-10314	72	13	is	be	AUX
bitcs-10314	72	14	converted	convert	VERB
bitcs-10314	72	15	to	to	ADP
bitcs-10314	72	16	audio	audio	NOUN
bitcs-10314	72	17	using	use	VERB
bitcs-10314	72	18	hifi	hifi	NOUN
bitcs-10314	72	19	-	-	PUNCT
bitcs-10314	72	20	gan	gin	VERB
bitcs-10314	72	21	.	.	PROPN
bitcs-10314	73	1	2	2	NUM
bitcs-10314	73	2	.	.	X
bitcs-10314	73	3	hifi	hifi	PROPN
bitcs-10314	73	4	-	-	PUNCT
bitcs-10314	73	5	gan	gan	PROPN
bitcs-10314	73	6	hifi	hifi	PROPN
bitcs-10314	73	7	-	-	PUNCT
bitcs-10314	73	8	gan	gan	PROPN
bitcs-10314	73	9	is	be	AUX
bitcs-10314	73	10	used	use	VERB
bitcs-10314	73	11	as	as	ADP
bitcs-10314	73	12	a	a	DET
bitcs-10314	73	13	vocoder	vocoder	NOUN
bitcs-10314	73	14	to	to	PART
bitcs-10314	73	15	convert	convert	VERB
bitcs-10314	73	16	the	the	DET
bitcs-10314	73	17	mel	mel	PROPN
bitcs-10314	73	18	-	-	PUNCT
bitcs-10314	73	19	spectrogram	spectrogram	NOUN
bitcs-10314	73	20	output	output	NOUN
bitcs-10314	73	21	from	from	ADP
bitcs-10314	73	22	speecht5	speecht5	PROPN
bitcs-10314	73	23	into	into	ADP
bitcs-10314	73	24	a	a	DET
bitcs-10314	73	25	highquality	highquality	NOUN
bitcs-10314	73	26	audio	audio	NOUN
bitcs-10314	73	27	signal	signal	NOUN
bitcs-10314	73	28	.	.	PUNCT
bitcs-10314	74	1	this	this	DET
bitcs-10314	74	2	model	model	NOUN
bitcs-10314	74	3	plays	play	VERB
bitcs-10314	74	4	a	a	DET
bitcs-10314	74	5	role	role	NOUN
bitcs-10314	74	6	in	in	ADP
bitcs-10314	74	7	the	the	DET
bitcs-10314	74	8	final	final	ADJ
bitcs-10314	74	9	stage	stage	NOUN
bitcs-10314	74	10	of	of	ADP
bitcs-10314	74	11	the	the	DET
bitcs-10314	74	12	synthesis	synthesis	NOUN
bitcs-10314	74	13	process	process	NOUN
bitcs-10314	74	14	,	,	PUNCT
bitcs-10314	74	15	producing	produce	VERB
bitcs-10314	74	16	natural	natural	ADJ
bitcs-10314	74	17	-	-	PUNCT
bitcs-10314	74	18	sounding	sound	VERB
bitcs-10314	74	19	voices	voice	NOUN
bitcs-10314	74	20	that	that	PRON
bitcs-10314	74	21	approximate	approximate	VERB
bitcs-10314	74	22	human	human	ADJ
bitcs-10314	74	23	voice	voice	NOUN
bitcs-10314	74	24	quality	quality	NOUN
bitcs-10314	74	25	.	.	PUNCT
bitcs-10314	75	1	the	the	DET
bitcs-10314	75	2	output	output	NOUN
bitcs-10314	75	3	,	,	PUNCT
bitcs-10314	75	4	in	in	ADP
bitcs-10314	75	5	the	the	DET
bitcs-10314	75	6	form	form	NOUN
bitcs-10314	75	7	of	of	ADP
bitcs-10314	75	8	a	a	DET
bitcs-10314	75	9	melspectrogram	melspectrogram	NOUN
bitcs-10314	75	10	from	from	ADP
bitcs-10314	75	11	speecht5	speecht5	PROPN
bitcs-10314	75	12	,	,	PUNCT
bitcs-10314	75	13	serves	serve	VERB
bitcs-10314	75	14	as	as	ADP
bitcs-10314	75	15	input	input	NOUN
bitcs-10314	75	16	to	to	ADP
bitcs-10314	75	17	hifi	hifi	NOUN
bitcs-10314	75	18	-	-	PUNCT
bitcs-10314	75	19	gan	gan	PROPN
bitcs-10314	75	20	,	,	PUNCT
bitcs-10314	75	21	which	which	PRON
bitcs-10314	75	22	then	then	ADV
bitcs-10314	75	23	produces	produce	VERB
bitcs-10314	75	24	the	the	DET
bitcs-10314	75	25	final	final	ADJ
bitcs-10314	75	26	audio	audio	NOUN
bitcs-10314	75	27	in	in	ADP
bitcs-10314	75	28	wav	wav	PROPN
bitcs-10314	75	29	format	format	NOUN
bitcs-10314	75	30	.	.	PUNCT
bitcs-10314	76	1	hifi	hifi	PROPN
bitcs-10314	76	2	-	-	PUNCT
bitcs-10314	76	3	gan	gan	PROPN
bitcs-10314	76	4	[	[	X
bitcs-10314	76	5	6	6	NUM
bitcs-10314	76	6	]	]	PUNCT
bitcs-10314	76	7	is	be	AUX
bitcs-10314	76	8	a	a	DET
bitcs-10314	76	9	generative	generative	ADJ
bitcs-10314	76	10	adversarial	adversarial	ADJ
bitcs-10314	76	11	network	network	NOUN
bitcs-10314	76	12	(	(	PUNCT
bitcs-10314	76	13	gan)-based	gan)-base	VERB
bitcs-10314	76	14	vocoder	vocoder	NOUN
bitcs-10314	76	15	designed	design	VERB
bitcs-10314	76	16	to	to	PART
bitcs-10314	76	17	convert	convert	VERB
bitcs-10314	76	18	mel	mel	PROPN
bitcs-10314	76	19	-	-	PUNCT
bitcs-10314	76	20	spectrograms	spectrogram	NOUN
bitcs-10314	76	21	into	into	ADP
bitcs-10314	76	22	high	high	ADJ
bitcs-10314	76	23	-	-	PUNCT
bitcs-10314	76	24	quality	quality	NOUN
bitcs-10314	76	25	raw	raw	ADJ
bitcs-10314	76	26	audio	audio	NOUN
bitcs-10314	76	27	signals	signal	NOUN
bitcs-10314	76	28	.	.	PUNCT
bitcs-10314	77	1	its	its	PRON
bitcs-10314	77	2	architecture	architecture	NOUN
bitcs-10314	77	3	consists	consist	VERB
bitcs-10314	77	4	of	of	ADP
bitcs-10314	77	5	a	a	DET
bitcs-10314	77	6	generator	generator	NOUN
bitcs-10314	77	7	and	and	CCONJ
bitcs-10314	77	8	two	two	NUM
bitcs-10314	77	9	types	type	NOUN
bitcs-10314	77	10	of	of	ADP
bitcs-10314	77	11	discriminators	discriminator	NOUN
bitcs-10314	77	12	:	:	PUNCT
bitcs-10314	77	13	the	the	DET
bitcs-10314	77	14	multi	multi	ADJ
bitcs-10314	77	15	-	-	ADJ
bitcs-10314	77	16	scale	scale	ADJ
bitcs-10314	77	17	discriminator	discriminator	NOUN
bitcs-10314	77	18	(	(	PUNCT
bitcs-10314	77	19	msd	msd	NOUN
bitcs-10314	77	20	)	)	PUNCT
bitcs-10314	77	21	and	and	CCONJ
bitcs-10314	77	22	the	the	DET
bitcs-10314	77	23	multi	multi	ADJ
bitcs-10314	77	24	-	-	ADJ
bitcs-10314	77	25	period	period	ADJ
bitcs-10314	77	26	discriminator	discriminator	NOUN
bitcs-10314	77	27	(	(	PUNCT
bitcs-10314	77	28	mpd	mpd	NOUN
bitcs-10314	77	29	)	)	PUNCT
bitcs-10314	78	1	[	[	X
bitcs-10314	78	2	7	7	NUM
bitcs-10314	78	3	]	]	PUNCT
bitcs-10314	78	4	.	.	PUNCT
bitcs-10314	79	1	training	training	NOUN
bitcs-10314	79	2	is	be	AUX
bitcs-10314	79	3	conducted	conduct	VERB
bitcs-10314	79	4	in	in	ADP
bitcs-10314	79	5	an	an	DET
bitcs-10314	79	6	adversarial	adversarial	ADJ
bitcs-10314	79	7	manner	manner	NOUN
bitcs-10314	79	8	,	,	PUNCT
bitcs-10314	79	9	where	where	SCONJ
bitcs-10314	79	10	the	the	DET
bitcs-10314	79	11	generator	generator	NOUN
bitcs-10314	79	12	and	and	CCONJ
bitcs-10314	79	13	discriminator	discriminator	NOUN
bitcs-10314	79	14	compete	compete	NOUN
bitcs-10314	79	15	to	to	PART
bitcs-10314	79	16	produce	produce	VERB
bitcs-10314	79	17	increasingly	increasingly	ADV
bitcs-10314	79	18	natural	natural	ADJ
bitcs-10314	79	19	sounds	sound	NOUN
bitcs-10314	79	20	.	.	PUNCT
bitcs-10314	80	1	figure	figure	VERB
bitcs-10314	80	2	3	3	NUM
bitcs-10314	80	3	.	.	PROPN
bitcs-10314	80	4	hifi	hifi	PROPN
bitcs-10314	80	5	-	-	PUNCT
bitcs-10314	80	6	gan	gin	VERB
bitcs-10314	80	7	architecture	architecture	NOUN
bitcs-10314	80	8	[	[	X
bitcs-10314	80	9	5	5	NUM
bitcs-10314	80	10	]	]	PUNCT
bitcs-10314	80	11	the	the	DET
bitcs-10314	80	12	hifi	hifi	PROPN
bitcs-10314	80	13	-	-	PUNCT
bitcs-10314	80	14	gan	gin	VERB
bitcs-10314	80	15	generator	generator	NOUN
bitcs-10314	80	16	is	be	AUX
bitcs-10314	80	17	a	a	DET
bitcs-10314	80	18	fully	fully	ADV
bitcs-10314	80	19	convolutional	convolutional	ADJ
bitcs-10314	80	20	network	network	NOUN
bitcs-10314	80	21	with	with	ADP
bitcs-10314	80	22	an	an	DET
bitcs-10314	80	23	upsampling	upsample	VERB
bitcs-10314	80	24	process	process	NOUN
bitcs-10314	80	25	based	base	VERB
bitcs-10314	80	26	on	on	ADP
bitcs-10314	80	27	transposed	transpose	VERB
bitcs-10314	80	28	convolution	convolution	NOUN
bitcs-10314	81	1	[	[	X
bitcs-10314	81	2	8	8	NUM
bitcs-10314	81	3	]	]	PUNCT
bitcs-10314	81	4	.	.	PUNCT
bitcs-10314	82	1	to	to	PART
bitcs-10314	82	2	capture	capture	VERB
bitcs-10314	82	3	complex	complex	ADJ
bitcs-10314	82	4	temporal	temporal	ADJ
bitcs-10314	82	5	patterns	pattern	NOUN
bitcs-10314	82	6	,	,	PUNCT
bitcs-10314	82	7	a	a	DET
bitcs-10314	82	8	multi	multi	ADJ
bitcs-10314	82	9	-	-	ADJ
bitcs-10314	82	10	receptive	receptive	ADJ
bitcs-10314	82	11	field	field	NOUN
bitcs-10314	82	12	fusion	fusion	NOUN
bitcs-10314	82	13	(	(	PUNCT
bitcs-10314	82	14	mrf	mrf	NOUN
bitcs-10314	82	15	)	)	PUNCT
bitcs-10314	82	16	module	module	NOUN
bitcs-10314	82	17	is	be	AUX
bitcs-10314	82	18	used	use	VERB
bitcs-10314	82	19	,	,	PUNCT
bitcs-10314	82	20	which	which	PRON
bitcs-10314	82	21	combines	combine	VERB
bitcs-10314	82	22	multiple	multiple	ADJ
bitcs-10314	82	23	residual	residual	ADJ
bitcs-10314	82	24	blocks	block	NOUN
bitcs-10314	82	25	with	with	ADP
bitcs-10314	82	26	different	different	ADJ
bitcs-10314	82	27	kernels	kernel	NOUN
bitcs-10314	82	28	and	and	CCONJ
bitcs-10314	82	29	dilations	dilation	NOUN
bitcs-10314	82	30	.	.	PUNCT
bitcs-10314	83	1	vol	vol	NOUN
bitcs-10314	83	2	.	.	PROPN
bitcs-10314	84	1	6	6	NUM
bitcs-10314	84	2	,	,	PUNCT
bitcs-10314	84	3	no.2	no.2	PROPN
bitcs-10314	84	4	,	,	PUNCT
bitcs-10314	84	5	july	july	PROPN
bitcs-10314	84	6	2025	2025	NUM
bitcs-10314	84	7	|	|	ADV
bitcs-10314	84	8	60	60	NUM
bitcs-10314	84	9	mpd	mpd	NOUN
bitcs-10314	84	10	focuses	focus	VERB
bitcs-10314	84	11	on	on	ADP
bitcs-10314	84	12	periodic	periodic	ADJ
bitcs-10314	84	13	patterns	pattern	NOUN
bitcs-10314	84	14	in	in	ADP
bitcs-10314	84	15	audio	audio	ADJ
bitcs-10314	84	16	signals	signal	NOUN
bitcs-10314	84	17	with	with	ADP
bitcs-10314	84	18	sub	sub	NOUN
bitcs-10314	84	19	-	-	NOUN
bitcs-10314	84	20	discriminators	discriminator	NOUN
bitcs-10314	84	21	that	that	PRON
bitcs-10314	84	22	process	process	VERB
bitcs-10314	84	23	the	the	DET
bitcs-10314	84	24	input	input	NOUN
bitcs-10314	84	25	based	base	VERB
bitcs-10314	84	26	on	on	ADP
bitcs-10314	84	27	specific	specific	ADJ
bitcs-10314	84	28	time	time	NOUN
bitcs-10314	84	29	periods	period	NOUN
bitcs-10314	84	30	(	(	PUNCT
bitcs-10314	84	31	e.g.	e.g.	ADV
bitcs-10314	84	32	,	,	PUNCT
bitcs-10314	84	33	2	2	NUM
bitcs-10314	84	34	,	,	PUNCT
bitcs-10314	84	35	3	3	NUM
bitcs-10314	84	36	,	,	PUNCT
bitcs-10314	84	37	5	5	NUM
bitcs-10314	84	38	,	,	PUNCT
bitcs-10314	84	39	7	7	NUM
bitcs-10314	84	40	,	,	PUNCT
bitcs-10314	84	41	11	11	NUM
bitcs-10314	84	42	)	)	PUNCT
bitcs-10314	84	43	.	.	PUNCT
bitcs-10314	85	1	meanwhile	meanwhile	ADV
bitcs-10314	85	2	,	,	PUNCT
bitcs-10314	85	3	msd	msd	NOUN
bitcs-10314	85	4	captures	capture	VERB
bitcs-10314	85	5	patterns	pattern	NOUN
bitcs-10314	85	6	at	at	ADP
bitcs-10314	85	7	multiple	multiple	ADJ
bitcs-10314	85	8	temporal	temporal	ADJ
bitcs-10314	85	9	scales	scale	NOUN
bitcs-10314	85	10	,	,	PUNCT
bitcs-10314	85	11	processing	processing	NOUN
bitcs-10314	85	12	audio	audio	NOUN
bitcs-10314	85	13	at	at	ADP
bitcs-10314	85	14	different	different	ADJ
bitcs-10314	85	15	resolutions	resolution	NOUN
bitcs-10314	85	16	(	(	PUNCT
bitcs-10314	85	17	raw	raw	ADJ
bitcs-10314	85	18	,	,	PUNCT
bitcs-10314	85	19	average	average	ADJ
bitcs-10314	85	20	pooled	pool	VERB
bitcs-10314	85	21	×2	×2	PROPN
bitcs-10314	85	22	,	,	PUNCT
bitcs-10314	85	23	and	and	CCONJ
bitcs-10314	85	24	×4	×4	NOUN
bitcs-10314	85	25	)	)	PUNCT
bitcs-10314	85	26	to	to	PART
bitcs-10314	85	27	identify	identify	VERB
bitcs-10314	85	28	global	global	ADJ
bitcs-10314	85	29	characteristics	characteristic	NOUN
bitcs-10314	85	30	of	of	ADP
bitcs-10314	85	31	the	the	DET
bitcs-10314	85	32	signal	signal	NOUN
bitcs-10314	85	33	.	.	PUNCT
bitcs-10314	86	1	3	3	X
bitcs-10314	86	2	.	.	X
bitcs-10314	86	3	system	system	NOUN
bitcs-10314	86	4	output	output	VERB
bitcs-10314	86	5	the	the	DET
bitcs-10314	86	6	system	system	NOUN
bitcs-10314	86	7	generates	generate	VERB
bitcs-10314	86	8	synthetic	synthetic	ADJ
bitcs-10314	86	9	audio	audio	NOUN
bitcs-10314	86	10	in	in	ADP
bitcs-10314	86	11	malang	malang	PROPN
bitcs-10314	86	12	walikan	walikan	PROPN
bitcs-10314	86	13	,	,	PUNCT
bitcs-10314	86	14	reflecting	reflect	VERB
bitcs-10314	86	15	the	the	DET
bitcs-10314	86	16	phonetic	phonetic	ADJ
bitcs-10314	86	17	and	and	CCONJ
bitcs-10314	86	18	linguistic	linguistic	ADJ
bitcs-10314	86	19	characteristics	characteristic	NOUN
bitcs-10314	86	20	of	of	ADP
bitcs-10314	86	21	the	the	DET
bitcs-10314	86	22	input	input	NOUN
bitcs-10314	86	23	text	text	NOUN
bitcs-10314	86	24	.	.	PUNCT
bitcs-10314	87	1	the	the	DET
bitcs-10314	87	2	resulting	result	VERB
bitcs-10314	87	3	audio	audio	NOUN
bitcs-10314	87	4	can	can	AUX
bitcs-10314	87	5	be	be	AUX
bitcs-10314	87	6	listened	listen	VERB
bitcs-10314	87	7	to	to	ADP
bitcs-10314	87	8	as	as	ADP
bitcs-10314	87	9	a	a	DET
bitcs-10314	87	10	spoken	spoken	ADJ
bitcs-10314	87	11	representation	representation	NOUN
bitcs-10314	87	12	of	of	ADP
bitcs-10314	87	13	the	the	DET
bitcs-10314	87	14	sentences	sentence	NOUN
bitcs-10314	87	15	in	in	ADP
bitcs-10314	87	16	the	the	DET
bitcs-10314	87	17	dataset	dataset	NOUN
bitcs-10314	87	18	.	.	PUNCT
bitcs-10314	88	1	4	4	X
bitcs-10314	88	2	.	.	X
bitcs-10314	88	3	evaluation	evaluation	NOUN
bitcs-10314	88	4	the	the	DET
bitcs-10314	88	5	evaluation	evaluation	NOUN
bitcs-10314	88	6	was	be	AUX
bitcs-10314	88	7	conducted	conduct	VERB
bitcs-10314	88	8	using	use	VERB
bitcs-10314	88	9	the	the	DET
bitcs-10314	88	10	word	word	NOUN
bitcs-10314	88	11	error	error	NOUN
bitcs-10314	88	12	rate	rate	NOUN
bitcs-10314	88	13	(	(	PUNCT
bitcs-10314	88	14	wer	wer	NOUN
bitcs-10314	88	15	)	)	PUNCT
bitcs-10314	88	16	and	and	CCONJ
bitcs-10314	88	17	character	character	NOUN
bitcs-10314	88	18	error	error	NOUN
bitcs-10314	88	19	rate	rate	NOUN
bitcs-10314	88	20	(	(	PUNCT
bitcs-10314	88	21	cer	cer	NOUN
bitcs-10314	88	22	)	)	PUNCT
bitcs-10314	88	23	metrics	metric	NOUN
bitcs-10314	88	24	,	,	PUNCT
bitcs-10314	88	25	which	which	PRON
bitcs-10314	88	26	measure	measure	VERB
bitcs-10314	88	27	the	the	DET
bitcs-10314	88	28	error	error	NOUN
bitcs-10314	88	29	rate	rate	NOUN
bitcs-10314	88	30	between	between	ADP
bitcs-10314	88	31	the	the	DET
bitcs-10314	88	32	automatic	automatic	ADJ
bitcs-10314	88	33	transcription	transcription	NOUN
bitcs-10314	88	34	of	of	ADP
bitcs-10314	88	35	synthetic	synthetic	ADJ
bitcs-10314	88	36	audio	audio	NOUN
bitcs-10314	88	37	and	and	CCONJ
bitcs-10314	88	38	the	the	DET
bitcs-10314	88	39	original	original	ADJ
bitcs-10314	88	40	text	text	NOUN
bitcs-10314	88	41	.	.	PUNCT
bitcs-10314	89	1	the	the	PRON
bitcs-10314	89	2	lower	low	ADJ
bitcs-10314	89	3	the	the	DET
bitcs-10314	89	4	wer	wer	NOUN
bitcs-10314	89	5	and	and	CCONJ
bitcs-10314	89	6	cer	cer	PROPN
bitcs-10314	89	7	values	value	NOUN
bitcs-10314	89	8	,	,	PUNCT
bitcs-10314	89	9	the	the	PRON
bitcs-10314	89	10	higher	high	ADJ
bitcs-10314	89	11	the	the	DET
bitcs-10314	89	12	system	system	NOUN
bitcs-10314	89	13	's	's	PART
bitcs-10314	89	14	accuracy	accuracy	NOUN
bitcs-10314	89	15	and	and	CCONJ
bitcs-10314	89	16	naturalness	naturalness	NOUN
bitcs-10314	89	17	in	in	ADP
bitcs-10314	89	18	producing	produce	VERB
bitcs-10314	89	19	speech	speech	NOUN
bitcs-10314	89	20	that	that	PRON
bitcs-10314	89	21	matches	match	VERB
bitcs-10314	89	22	the	the	DET
bitcs-10314	89	23	text	text	NOUN
bitcs-10314	89	24	.	.	PUNCT
bitcs-10314	90	1	evaluation	evaluation	NOUN
bitcs-10314	90	2	of	of	ADP
bitcs-10314	90	3	text	text	NOUN
bitcs-10314	90	4	-	-	PUNCT
bitcs-10314	90	5	to	to	ADP
bitcs-10314	90	6	-	-	PUNCT
bitcs-10314	90	7	speech	speech	NOUN
bitcs-10314	90	8	(	(	PUNCT
bitcs-10314	90	9	tts	tt	NOUN
bitcs-10314	90	10	)	)	PUNCT
bitcs-10314	90	11	results	result	NOUN
bitcs-10314	90	12	is	be	AUX
bitcs-10314	90	13	performed	perform	VERB
bitcs-10314	90	14	by	by	ADP
bitcs-10314	90	15	measuring	measure	VERB
bitcs-10314	90	16	the	the	DET
bitcs-10314	90	17	accuracy	accuracy	NOUN
bitcs-10314	90	18	of	of	ADP
bitcs-10314	90	19	the	the	DET
bitcs-10314	90	20	synthesized	synthesize	VERB
bitcs-10314	90	21	audio	audio	NOUN
bitcs-10314	90	22	transcription	transcription	NOUN
bitcs-10314	90	23	against	against	ADP
bitcs-10314	90	24	the	the	DET
bitcs-10314	90	25	reference	reference	NOUN
bitcs-10314	90	26	text	text	NOUN
bitcs-10314	90	27	using	use	VERB
bitcs-10314	90	28	two	two	NUM
bitcs-10314	90	29	main	main	ADJ
bitcs-10314	90	30	metrics	metric	NOUN
bitcs-10314	90	31	:	:	PUNCT
bitcs-10314	90	32	the	the	DET
bitcs-10314	90	33	word	word	NOUN
bitcs-10314	90	34	error	error	NOUN
bitcs-10314	90	35	rate	rate	NOUN
bitcs-10314	90	36	(	(	PUNCT
bitcs-10314	90	37	wer	wer	NOUN
bitcs-10314	90	38	)	)	PUNCT
bitcs-10314	90	39	and	and	CCONJ
bitcs-10314	90	40	the	the	DET
bitcs-10314	90	41	character	character	NOUN
bitcs-10314	90	42	error	error	NOUN
bitcs-10314	90	43	rate	rate	NOUN
bitcs-10314	90	44	(	(	PUNCT
bitcs-10314	90	45	cer	cer	NOUN
bitcs-10314	90	46	)	)	PUNCT
bitcs-10314	90	47	.	.	PUNCT
bitcs-10314	91	1	a.	a.	NOUN
bitcs-10314	91	2	word	word	NOUN
bitcs-10314	91	3	error	error	NOUN
bitcs-10314	91	4	rate	rate	NOUN
bitcs-10314	91	5	the	the	DET
bitcs-10314	91	6	word	word	NOUN
bitcs-10314	91	7	error	error	NOUN
bitcs-10314	91	8	rate	rate	NOUN
bitcs-10314	91	9	(	(	PUNCT
bitcs-10314	91	10	wer	wer	NOUN
bitcs-10314	91	11	)	)	PUNCT
bitcs-10314	91	12	is	be	AUX
bitcs-10314	91	13	the	the	DET
bitcs-10314	91	14	primary	primary	ADJ
bitcs-10314	91	15	metric	metric	NOUN
bitcs-10314	91	16	for	for	ADP
bitcs-10314	91	17	evaluating	evaluate	VERB
bitcs-10314	91	18	the	the	DET
bitcs-10314	91	19	accuracy	accuracy	NOUN
bitcs-10314	91	20	of	of	ADP
bitcs-10314	91	21	a	a	DET
bitcs-10314	91	22	text	text	NOUN
bitcs-10314	91	23	-	-	PUNCT
bitcs-10314	91	24	to	to	ADP
bitcs-10314	91	25	-	-	PUNCT
bitcs-10314	91	26	speech	speech	NOUN
bitcs-10314	91	27	(	(	PUNCT
bitcs-10314	91	28	tts	tts	NOUN
bitcs-10314	91	29	)	)	PUNCT
bitcs-10314	91	30	system	system	NOUN
bitcs-10314	91	31	by	by	ADP
bitcs-10314	91	32	comparing	compare	VERB
bitcs-10314	91	33	the	the	DET
bitcs-10314	91	34	audio	audio	ADJ
bitcs-10314	91	35	transcription	transcription	NOUN
bitcs-10314	91	36	output	output	NOUN
bitcs-10314	91	37	from	from	ADP
bitcs-10314	91	38	the	the	DET
bitcs-10314	91	39	model	model	NOUN
bitcs-10314	91	40	with	with	ADP
bitcs-10314	91	41	the	the	DET
bitcs-10314	91	42	original	original	ADJ
bitcs-10314	91	43	text	text	NOUN
bitcs-10314	91	44	.	.	PUNCT
bitcs-10314	92	1	the	the	DET
bitcs-10314	92	2	wer	wer	NOUN
bitcs-10314	92	3	is	be	AUX
bitcs-10314	92	4	calculated	calculate	VERB
bitcs-10314	92	5	based	base	VERB
bitcs-10314	92	6	on	on	ADP
bitcs-10314	92	7	the	the	DET
bitcs-10314	92	8	number	number	NOUN
bitcs-10314	92	9	of	of	ADP
bitcs-10314	92	10	word	word	NOUN
bitcs-10314	92	11	substitutions	substitution	NOUN
bitcs-10314	92	12	(	(	PUNCT
bitcs-10314	92	13	s	s	NOUN
bitcs-10314	92	14	)	)	PUNCT
bitcs-10314	92	15	,	,	PUNCT
bitcs-10314	92	16	deletions	deletion	NOUN
bitcs-10314	92	17	(	(	PUNCT
bitcs-10314	92	18	d	d	NOUN
bitcs-10314	92	19	)	)	PUNCT
bitcs-10314	92	20	,	,	PUNCT
bitcs-10314	92	21	and	and	CCONJ
bitcs-10314	92	22	insertions	insertion	NOUN
bitcs-10314	92	23	(	(	PUNCT
bitcs-10314	92	24	i	i	NOUN
bitcs-10314	92	25	)	)	PUNCT
bitcs-10314	92	26	divided	divide	VERB
bitcs-10314	92	27	by	by	ADP
bitcs-10314	92	28	the	the	DET
bitcs-10314	92	29	total	total	ADJ
bitcs-10314	92	30	number	number	NOUN
bitcs-10314	92	31	of	of	ADP
bitcs-10314	92	32	words	word	NOUN
bitcs-10314	92	33	(	(	PUNCT
bitcs-10314	92	34	n	n	CCONJ
bitcs-10314	92	35	)	)	PUNCT
bitcs-10314	92	36	in	in	ADP
bitcs-10314	92	37	the	the	DET
bitcs-10314	92	38	original	original	ADJ
bitcs-10314	92	39	text	text	NOUN
bitcs-10314	92	40	,	,	PUNCT
bitcs-10314	92	41	expressed	express	VERB
bitcs-10314	92	42	as	as	ADP
bitcs-10314	92	43	a	a	DET
bitcs-10314	92	44	percentage	percentage	NOUN
bitcs-10314	92	45	:	:	PUNCT
bitcs-10314	92	46	wer	wer	NOUN
bitcs-10314	92	47	=	=	SYM
bitcs-10314	92	48	𝑆+𝐷+𝐼	𝑆+𝐷+𝐼	NOUN
bitcs-10314	92	49	𝑁	𝑁	PROPN
bitcs-10314	92	50	𝑥	𝑥	PROPN
bitcs-10314	92	51	100	100	NUM
bitcs-10314	92	52	if	if	SCONJ
bitcs-10314	92	53	wer	wer	NOUN
bitcs-10314	92	54	=	=	SYM
bitcs-10314	92	55	0	0	NUM
bitcs-10314	92	56	%	%	NOUN
bitcs-10314	92	57	,	,	PUNCT
bitcs-10314	92	58	the	the	DET
bitcs-10314	92	59	system	system	NOUN
bitcs-10314	92	60	produces	produce	VERB
bitcs-10314	92	61	perfect	perfect	ADJ
bitcs-10314	92	62	output	output	NOUN
bitcs-10314	92	63	that	that	PRON
bitcs-10314	92	64	is	be	AUX
bitcs-10314	92	65	identical	identical	ADJ
bitcs-10314	92	66	to	to	ADP
bitcs-10314	92	67	the	the	DET
bitcs-10314	92	68	original	original	ADJ
bitcs-10314	92	69	text	text	NOUN
bitcs-10314	92	70	.	.	PUNCT
bitcs-10314	93	1	the	the	PRON
bitcs-10314	93	2	higher	high	ADJ
bitcs-10314	93	3	the	the	DET
bitcs-10314	93	4	wer	wer	NOUN
bitcs-10314	93	5	value	value	NOUN
bitcs-10314	93	6	,	,	PUNCT
bitcs-10314	93	7	the	the	PRON
bitcs-10314	93	8	greater	great	ADJ
bitcs-10314	93	9	the	the	DET
bitcs-10314	93	10	errors	error	NOUN
bitcs-10314	93	11	in	in	ADP
bitcs-10314	93	12	the	the	DET
bitcs-10314	93	13	speech	speech	NOUN
bitcs-10314	93	14	synthesis	synthesis	NOUN
bitcs-10314	93	15	results	result	NOUN
bitcs-10314	93	16	[	[	X
bitcs-10314	93	17	9	9	NUM
bitcs-10314	93	18	]	]	PUNCT
bitcs-10314	93	19	,	,	PUNCT
bitcs-10314	93	20	[	[	X
bitcs-10314	93	21	10	10	NUM
bitcs-10314	93	22	]	]	PUNCT
bitcs-10314	93	23	.	.	PUNCT
bitcs-10314	94	1	b.	b.	PROPN
bitcs-10314	94	2	character	character	NOUN
bitcs-10314	94	3	error	error	NOUN
bitcs-10314	94	4	rate	rate	NOUN
bitcs-10314	94	5	character	character	NOUN
bitcs-10314	94	6	error	error	NOUN
bitcs-10314	94	7	rate	rate	NOUN
bitcs-10314	94	8	(	(	PUNCT
bitcs-10314	94	9	cer	cer	NOUN
bitcs-10314	94	10	)	)	PUNCT
bitcs-10314	94	11	is	be	AUX
bitcs-10314	94	12	an	an	DET
bitcs-10314	94	13	evaluation	evaluation	NOUN
bitcs-10314	94	14	metric	metric	ADJ
bitcs-10314	94	15	similar	similar	ADJ
bitcs-10314	94	16	to	to	ADP
bitcs-10314	94	17	wer	wer	NOUN
bitcs-10314	94	18	,	,	PUNCT
bitcs-10314	94	19	but	but	CCONJ
bitcs-10314	94	20	calculated	calculate	VERB
bitcs-10314	94	21	at	at	ADP
bitcs-10314	94	22	the	the	DET
bitcs-10314	94	23	character	character	NOUN
bitcs-10314	94	24	level	level	NOUN
bitcs-10314	94	25	.	.	PUNCT
bitcs-10314	95	1	cer	cer	PROPN
bitcs-10314	95	2	is	be	AUX
bitcs-10314	95	3	more	more	ADV
bitcs-10314	95	4	sensitive	sensitive	ADJ
bitcs-10314	95	5	to	to	ADP
bitcs-10314	95	6	small	small	ADJ
bitcs-10314	95	7	errors	error	NOUN
bitcs-10314	95	8	,	,	PUNCT
bitcs-10314	95	9	especially	especially	ADV
bitcs-10314	95	10	in	in	ADP
bitcs-10314	95	11	short	short	ADJ
bitcs-10314	95	12	sentences	sentence	NOUN
bitcs-10314	95	13	or	or	CCONJ
bitcs-10314	95	14	languages	language	NOUN
bitcs-10314	95	15	with	with	ADP
bitcs-10314	95	16	nonstandard	nonstandard	ADJ
bitcs-10314	95	17	structures	structure	NOUN
bitcs-10314	95	18	,	,	PUNCT
bitcs-10314	95	19	such	such	ADJ
bitcs-10314	95	20	as	as	ADP
bitcs-10314	95	21	walikan	walikan	PROPN
bitcs-10314	95	22	.	.	PUNCT
bitcs-10314	96	1	the	the	DET
bitcs-10314	96	2	cer	cer	PROPN
bitcs-10314	96	3	formula	formula	NOUN
bitcs-10314	96	4	is	be	AUX
bitcs-10314	96	5	similar	similar	ADJ
bitcs-10314	96	6	to	to	ADP
bitcs-10314	96	7	wer	wer	NOUN
bitcs-10314	96	8	,	,	PUNCT
bitcs-10314	96	9	namely	namely	ADV
bitcs-10314	96	10	:	:	PUNCT
bitcs-10314	96	11	cer	cer	PROPN
bitcs-10314	96	12	=	=	PROPN
bitcs-10314	96	13	𝑆+𝐷+𝐼	𝑆+𝐷+𝐼	NOUN
bitcs-10314	96	14	𝑁	𝑁	PROPN
bitcs-10314	96	15	𝑥	𝑥	NOUN
bitcs-10314	96	16	100	100	NUM
bitcs-10314	96	17	where	where	SCONJ
bitcs-10314	96	18	s	s	X
bitcs-10314	96	19	,	,	PUNCT
bitcs-10314	96	20	d	d	NOUN
bitcs-10314	96	21	,	,	PUNCT
bitcs-10314	96	22	and	and	CCONJ
bitcs-10314	96	23	i	i	PRON
bitcs-10314	96	24	are	be	AUX
bitcs-10314	96	25	the	the	DET
bitcs-10314	96	26	number	number	NOUN
bitcs-10314	96	27	of	of	ADP
bitcs-10314	96	28	character	character	NOUN
bitcs-10314	96	29	substitutions	substitution	NOUN
bitcs-10314	96	30	,	,	PUNCT
bitcs-10314	96	31	deletions	deletion	NOUN
bitcs-10314	96	32	,	,	PUNCT
bitcs-10314	96	33	and	and	CCONJ
bitcs-10314	96	34	insertions	insertion	NOUN
bitcs-10314	96	35	,	,	PUNCT
bitcs-10314	96	36	and	and	CCONJ
bitcs-10314	96	37	n	n	PRON
bitcs-10314	96	38	is	be	AUX
bitcs-10314	96	39	the	the	DET
bitcs-10314	96	40	total	total	ADJ
bitcs-10314	96	41	number	number	NOUN
bitcs-10314	96	42	of	of	ADP
bitcs-10314	96	43	characters	character	NOUN
bitcs-10314	96	44	in	in	ADP
bitcs-10314	96	45	the	the	DET
bitcs-10314	96	46	original	original	ADJ
bitcs-10314	96	47	text	text	NOUN
bitcs-10314	96	48	.	.	PUNCT
bitcs-10314	97	1	cer	cer	PROPN
bitcs-10314	97	2	complements	complement	VERB
bitcs-10314	97	3	wer	wer	NOUN
bitcs-10314	97	4	by	by	ADP
bitcs-10314	97	5	providing	provide	VERB
bitcs-10314	97	6	a	a	DET
bitcs-10314	97	7	more	more	ADV
bitcs-10314	97	8	detailed	detailed	ADJ
bitcs-10314	97	9	error	error	NOUN
bitcs-10314	97	10	analysis	analysis	NOUN
bitcs-10314	97	11	at	at	ADP
bitcs-10314	97	12	the	the	DET
bitcs-10314	97	13	phonetic	phonetic	ADJ
bitcs-10314	97	14	level	level	NOUN
bitcs-10314	97	15	[	[	X
bitcs-10314	97	16	11	11	NUM
bitcs-10314	97	17	]	]	SYM
bitcs-10314	97	18	iii	iii	X
bitcs-10314	97	19	.	.	NOUN
bitcs-10314	97	20	results	result	NOUN
bitcs-10314	97	21	and	and	CCONJ
bitcs-10314	97	22	discussions	discussion	NOUN
bitcs-10314	97	23	1	1	NUM
bitcs-10314	97	24	.	.	PUNCT
bitcs-10314	98	1	word	word	NOUN
bitcs-10314	98	2	error	error	NOUN
bitcs-10314	98	3	rate	rate	NOUN
bitcs-10314	98	4	synthetic	synthetic	ADJ
bitcs-10314	98	5	audio	audio	ADJ
bitcs-10314	98	6	quality	quality	NOUN
bitcs-10314	98	7	was	be	AUX
bitcs-10314	98	8	evaluated	evaluate	VERB
bitcs-10314	98	9	by	by	ADP
bitcs-10314	98	10	calculating	calculate	VERB
bitcs-10314	98	11	the	the	DET
bitcs-10314	98	12	word	word	NOUN
bitcs-10314	98	13	error	error	NOUN
bitcs-10314	98	14	rate	rate	NOUN
bitcs-10314	98	15	(	(	PUNCT
bitcs-10314	98	16	wer	wer	NOUN
bitcs-10314	98	17	)	)	PUNCT
bitcs-10314	98	18	for	for	ADP
bitcs-10314	98	19	nine	nine	NUM
bitcs-10314	98	20	representative	representative	ADJ
bitcs-10314	98	21	test	test	NOUN
bitcs-10314	98	22	sentences	sentence	NOUN
bitcs-10314	98	23	with	with	ADP
bitcs-10314	98	24	varying	vary	VERB
bitcs-10314	98	25	error	error	NOUN
bitcs-10314	98	26	levels	level	NOUN
bitcs-10314	98	27	.	.	PUNCT
bitcs-10314	99	1	three	three	NUM
bitcs-10314	99	2	types	type	NOUN
bitcs-10314	99	3	of	of	ADP
bitcs-10314	99	4	audios	audio	NOUN
bitcs-10314	99	5	were	be	AUX
bitcs-10314	99	6	analyzed	analyze	VERB
bitcs-10314	99	7	:	:	PUNCT
bitcs-10314	99	8	the	the	DET
bitcs-10314	99	9	speecht5	speecht5	PROPN
bitcs-10314	99	10	+	+	CCONJ
bitcs-10314	99	11	hifi	hifi	NOUN
bitcs-10314	99	12	-	-	PUNCT
bitcs-10314	99	13	gan	gin	VERB
bitcs-10314	99	14	synthesized	synthesize	VERB
bitcs-10314	99	15	audio	audio	NOUN
bitcs-10314	99	16	,	,	PUNCT
bitcs-10314	99	17	a	a	DET
bitcs-10314	99	18	female	female	ADJ
bitcs-10314	99	19	voice	voice	NOUN
bitcs-10314	99	20	,	,	PUNCT
bitcs-10314	99	21	and	and	CCONJ
bitcs-10314	99	22	a	a	DET
bitcs-10314	99	23	male	male	ADJ
bitcs-10314	99	24	voice	voice	NOUN
bitcs-10314	99	25	,	,	PUNCT
bitcs-10314	99	26	to	to	PART
bitcs-10314	99	27	determine	determine	VERB
bitcs-10314	99	28	how	how	SCONJ
bitcs-10314	99	29	well	well	ADV
bitcs-10314	99	30	the	the	DET
bitcs-10314	99	31	asr	asr	NOUN
bitcs-10314	99	32	system	system	NOUN
bitcs-10314	99	33	recognized	recognize	VERB
bitcs-10314	99	34	each	each	DET
bitcs-10314	99	35	type	type	NOUN
bitcs-10314	99	36	of	of	ADP
bitcs-10314	99	37	voice	voice	NOUN
bitcs-10314	99	38	.	.	PUNCT
bitcs-10314	100	1	(	(	PUNCT
bitcs-10314	100	2	1	1	X
bitcs-10314	100	3	)	)	PUNCT
bitcs-10314	100	4	(	(	PUNCT
bitcs-10314	100	5	2	2	X
bitcs-10314	100	6	)	)	PUNCT
bitcs-10314	100	7	vol	vol	NOUN
bitcs-10314	100	8	.	.	PROPN
bitcs-10314	100	9	6	6	NUM
bitcs-10314	100	10	,	,	PUNCT
bitcs-10314	100	11	no.2	no.2	PROPN
bitcs-10314	100	12	,	,	PUNCT
bitcs-10314	100	13	july	july	PROPN
bitcs-10314	100	14	2025	2025	NUM
bitcs-10314	100	15	|	|	ADV
bitcs-10314	100	16	61	61	NUM
bitcs-10314	100	17	table	table	NOUN
bitcs-10314	100	18	2	2	NUM
bitcs-10314	100	19	.	.	PUNCT
bitcs-10314	100	20	word	word	NOUN
bitcs-10314	100	21	error	error	NOUN
bitcs-10314	100	22	rate	rate	NOUN
bitcs-10314	100	23	.	.	PUNCT
bitcs-10314	101	1	test	test	NOUN
bitcs-10314	101	2	sentence	sentence	NOUN
bitcs-10314	101	3	wer	wer	NOUN
bitcs-10314	101	4	speecht5	speecht5	PROPN
bitcs-10314	102	1	+	+	CCONJ
bitcs-10314	102	2	hifi	hifi	NOUN
bitcs-10314	102	3	-	-	PUNCT
bitcs-10314	102	4	gan	gin	VERB
bitcs-10314	102	5	wer	wer	NOUN
bitcs-10314	102	6	voice	voice	NOUN
bitcs-10314	102	7	female	female	ADJ
bitcs-10314	102	8	wer	wer	NOUN
bitcs-10314	102	9	voice	voice	NOUN
bitcs-10314	102	10	male	male	NOUN
bitcs-10314	102	11	info	info	NOUN
bitcs-10314	102	12	lokasi	lokasi	PROPN
bitcs-10314	102	13	dong	dong	PROPN
bitcs-10314	102	14	nawak	nawak	ADV
bitcs-10314	102	15	0.5	0.5	NUM
bitcs-10314	102	16	0.25	0.25	NUM
bitcs-10314	102	17	0.25	0.25	NUM
bitcs-10314	102	18	sesuai	sesuai	PROPN
bitcs-10314	102	19	dengan	dengan	PROPN
bitcs-10314	102	20	gambar	gambar	PROPN
bitcs-10314	102	21	di	di	PROPN
bitcs-10314	102	22	bis	bis	PROPN
bitcs-10314	102	23	halokes	haloke	VERB
bitcs-10314	102	24	0.5	0.5	NUM
bitcs-10314	102	25	0.17	0.17	NUM
bitcs-10314	102	26	0.33	0.33	NUM
bitcs-10314	102	27	wah	wah	PROPN
bitcs-10314	102	28	umak	umak	PROPN
bitcs-10314	102	29	lihai	lihai	PROPN
bitcs-10314	102	30	juga	juga	PROPN
bitcs-10314	102	31	berbahasa	berbahasa	PROPN
bitcs-10314	102	32	arudam	arudam	PROPN
bitcs-10314	102	33	0.67	0.67	NUM
bitcs-10314	102	34	0.5	0.5	NUM
bitcs-10314	102	35	0.83	0.83	NUM
bitcs-10314	102	36	rame	rame	NOUN
bitcs-10314	102	37	ilakes	ilake	NOUN
bitcs-10314	102	38	area	area	NOUN
bitcs-10314	102	39	kayutangan	kayutangan	PROPN
bitcs-10314	102	40	di	di	PROPN
bitcs-10314	102	41	malam	malam	PROPN
bitcs-10314	102	42	minggu	minggu	PROPN
bitcs-10314	102	43	0.71	0.71	NUM
bitcs-10314	102	44	0.29	0.29	NUM
bitcs-10314	102	45	0.71	0.71	NUM
bitcs-10314	102	46	sekali	sekali	PROPN
bitcs-10314	102	47	nade	nade	PROPN
bitcs-10314	102	48	tetep	tetep	PROPN
bitcs-10314	102	49	nade	nade	PROPN
bitcs-10314	102	50	0.75	0.75	NUM
bitcs-10314	102	51	0.75	0.75	NUM
bitcs-10314	102	52	0.75	0.75	NUM
bitcs-10314	102	53	agomes	agome	NOUN
bitcs-10314	102	54	lancar	lancar	PROPN
bitcs-10314	102	55	rejeki	rejeki	PROPN
bitcs-10314	102	56	hari	hari	PROPN
bitcs-10314	102	57	ini	ini	PROPN
bitcs-10314	102	58	0.8	0.8	NUM
bitcs-10314	102	59	0.6	0.6	NUM
bitcs-10314	102	60	0.4	0.4	NUM
bitcs-10314	102	61	nakam	nakam	PROPN
bitcs-10314	102	62	lah	lah	PROPN
bitcs-10314	102	63	mbah	mbah	PROPN
bitcs-10314	102	64	1.0	1.0	NUM
bitcs-10314	102	65	0.33	0.33	NUM
bitcs-10314	102	66	1.0	1.0	NUM
bitcs-10314	102	67	umak	umak	NOUN
bitcs-10314	102	68	ngalam	ngalam	PROPN
bitcs-10314	102	69	1.0	1.0	NUM
bitcs-10314	102	70	0.5	0.5	NUM
bitcs-10314	102	71	1.0	1.0	NUM
bitcs-10314	102	72	jenenge	jenenge	NOUN
bitcs-10314	102	73	ae	ae	PROPN
bitcs-10314	102	74	ongis	ongis	PROPN
bitcs-10314	102	75	nade	nade	PROPN
bitcs-10314	102	76	yo	yo	PROPN
bitcs-10314	102	77	nade	nade	PROPN
bitcs-10314	102	78	temenan	temenan	NOUN
bitcs-10314	102	79	1.0	1.0	NUM
bitcs-10314	102	80	0.57	0.57	NUM
bitcs-10314	102	81	0.71	0.71	NUM
bitcs-10314	102	82	table	table	NOUN
bitcs-10314	102	83	2	2	NUM
bitcs-10314	102	84	shows	show	VERB
bitcs-10314	102	85	examples	example	NOUN
bitcs-10314	102	86	of	of	ADP
bitcs-10314	102	87	wer	wer	NOUN
bitcs-10314	102	88	values	value	NOUN
bitcs-10314	102	89	for	for	ADP
bitcs-10314	102	90	the	the	DET
bitcs-10314	102	91	three	three	NUM
bitcs-10314	102	92	audio	audio	ADJ
bitcs-10314	102	93	types	type	NOUN
bitcs-10314	102	94	.	.	PUNCT
bitcs-10314	103	1	the	the	DET
bitcs-10314	103	2	results	result	NOUN
bitcs-10314	103	3	indicate	indicate	VERB
bitcs-10314	103	4	that	that	SCONJ
bitcs-10314	103	5	all	all	DET
bitcs-10314	103	6	synthetic	synthetic	ADJ
bitcs-10314	103	7	audio	audio	NOUN
bitcs-10314	103	8	had	have	VERB
bitcs-10314	103	9	wer	wer	NOUN
bitcs-10314	103	10	values	value	NOUN
bitcs-10314	103	11	above	above	ADP
bitcs-10314	103	12	0.30	0.30	NUM
bitcs-10314	103	13	,	,	PUNCT
bitcs-10314	103	14	indicating	indicate	VERB
bitcs-10314	103	15	a	a	DET
bitcs-10314	103	16	high	high	ADJ
bitcs-10314	103	17	level	level	NOUN
bitcs-10314	103	18	of	of	ADP
bitcs-10314	103	19	pronunciation	pronunciation	NOUN
bitcs-10314	103	20	errors	error	NOUN
bitcs-10314	103	21	.	.	PUNCT
bitcs-10314	104	1	four	four	NUM
bitcs-10314	104	2	sentences	sentence	NOUN
bitcs-10314	104	3	achieved	achieve	VERB
bitcs-10314	104	4	a	a	DET
bitcs-10314	104	5	maximum	maximum	ADJ
bitcs-10314	104	6	wer	wer	NOUN
bitcs-10314	104	7	of	of	ADP
bitcs-10314	104	8	1.0	1.0	NUM
bitcs-10314	104	9	,	,	PUNCT
bitcs-10314	104	10	meaning	mean	VERB
bitcs-10314	104	11	that	that	SCONJ
bitcs-10314	104	12	all	all	DET
bitcs-10314	104	13	words	word	NOUN
bitcs-10314	104	14	were	be	AUX
bitcs-10314	104	15	not	not	PART
bitcs-10314	104	16	recognized	recognize	VERB
bitcs-10314	104	17	by	by	ADP
bitcs-10314	104	18	asr	asr	PROPN
bitcs-10314	104	19	.	.	PUNCT
bitcs-10314	105	1	the	the	DET
bitcs-10314	105	2	sentences	sentence	NOUN
bitcs-10314	105	3	with	with	ADP
bitcs-10314	105	4	the	the	DET
bitcs-10314	105	5	lowest	low	ADJ
bitcs-10314	105	6	wer	wer	NOUN
bitcs-10314	105	7	were	be	AUX
bitcs-10314	105	8	"	"	PUNCT
bitcs-10314	105	9	info	info	NOUN
bitcs-10314	105	10	lokasi	lokasi	PROPN
bitcs-10314	105	11	dong	dong	PROPN
bitcs-10314	105	12	nawak	nawak	PROPN
bitcs-10314	105	13	"	"	PUNCT
bitcs-10314	105	14	and	and	CCONJ
bitcs-10314	105	15	"	"	PUNCT
bitcs-10314	105	16	sesuai	sesuai	PROPN
bitcs-10314	105	17	dengan	dengan	PROPN
bitcs-10314	105	18	gambar	gambar	PROPN
bitcs-10314	105	19	di	di	PROPN
bitcs-10314	105	20	bis	bis	PROPN
bitcs-10314	105	21	halokes	halokes	PROPN
bitcs-10314	105	22	,	,	PUNCT
bitcs-10314	105	23	"	"	PUNCT
bitcs-10314	105	24	each	each	PRON
bitcs-10314	105	25	with	with	ADP
bitcs-10314	105	26	a	a	DET
bitcs-10314	105	27	value	value	NOUN
bitcs-10314	105	28	of	of	ADP
bitcs-10314	105	29	0.5	0.5	NUM
bitcs-10314	105	30	.	.	PUNCT
bitcs-10314	106	1	in	in	ADP
bitcs-10314	106	2	contrast	contrast	NOUN
bitcs-10314	106	3	,	,	PUNCT
bitcs-10314	106	4	human	human	ADJ
bitcs-10314	106	5	voices	voice	NOUN
bitcs-10314	106	6	performed	perform	VERB
bitcs-10314	106	7	better	well	ADV
bitcs-10314	106	8	and	and	CCONJ
bitcs-10314	106	9	more	more	ADV
bitcs-10314	106	10	consistently	consistently	ADV
bitcs-10314	106	11	,	,	PUNCT
bitcs-10314	106	12	with	with	ADP
bitcs-10314	106	13	some	some	DET
bitcs-10314	106	14	sentences	sentence	NOUN
bitcs-10314	106	15	achieving	achieve	VERB
bitcs-10314	106	16	wers	wer	NOUN
bitcs-10314	106	17	as	as	ADV
bitcs-10314	106	18	low	low	ADJ
bitcs-10314	106	19	as	as	ADP
bitcs-10314	106	20	0.25	0.25	NUM
bitcs-10314	106	21	.	.	PUNCT
bitcs-10314	107	1	this	this	PRON
bitcs-10314	107	2	indicates	indicate	VERB
bitcs-10314	107	3	that	that	SCONJ
bitcs-10314	107	4	natural	natural	ADJ
bitcs-10314	107	5	audio	audio	NOUN
bitcs-10314	107	6	is	be	AUX
bitcs-10314	107	7	more	more	ADV
bitcs-10314	107	8	capable	capable	ADJ
bitcs-10314	107	9	of	of	ADP
bitcs-10314	107	10	conveying	convey	VERB
bitcs-10314	107	11	phonetic	phonetic	ADJ
bitcs-10314	107	12	information	information	NOUN
bitcs-10314	107	13	accurately	accurately	ADV
bitcs-10314	107	14	.	.	PUNCT
bitcs-10314	108	1	the	the	DET
bitcs-10314	108	2	high	high	ADJ
bitcs-10314	108	3	error	error	NOUN
bitcs-10314	108	4	rate	rate	NOUN
bitcs-10314	108	5	in	in	ADP
bitcs-10314	108	6	synthetic	synthetic	ADJ
bitcs-10314	108	7	audio	audio	NOUN
bitcs-10314	108	8	is	be	AUX
bitcs-10314	108	9	likely	likely	ADJ
bitcs-10314	108	10	due	due	ADP
bitcs-10314	108	11	to	to	ADP
bitcs-10314	108	12	the	the	DET
bitcs-10314	108	13	striking	striking	ADJ
bitcs-10314	108	14	phonetic	phonetic	ADJ
bitcs-10314	108	15	differences	difference	NOUN
bitcs-10314	108	16	and	and	CCONJ
bitcs-10314	108	17	the	the	DET
bitcs-10314	108	18	model	model	NOUN
bitcs-10314	108	19	's	's	PART
bitcs-10314	108	20	limitations	limitation	NOUN
bitcs-10314	108	21	in	in	ADP
bitcs-10314	108	22	handling	handle	VERB
bitcs-10314	108	23	the	the	DET
bitcs-10314	108	24	non	non	ADJ
bitcs-10314	108	25	-	-	ADJ
bitcs-10314	108	26	standard	standard	ADJ
bitcs-10314	108	27	walikan	walikan	ADJ
bitcs-10314	108	28	language	language	NOUN
bitcs-10314	108	29	structure	structure	NOUN
bitcs-10314	108	30	and	and	CCONJ
bitcs-10314	108	31	its	its	PRON
bitcs-10314	108	32	inversions	inversion	NOUN
bitcs-10314	108	33	.	.	PUNCT
bitcs-10314	109	1	sentences	sentence	NOUN
bitcs-10314	109	2	such	such	ADJ
bitcs-10314	109	3	as	as	ADP
bitcs-10314	109	4	"	"	PUNCT
bitcs-10314	109	5	wah	wah	PROPN
bitcs-10314	109	6	umak	umak	PROPN
bitcs-10314	109	7	lihai	lihai	PROPN
bitcs-10314	109	8	juga	juga	PROPN
bitcs-10314	109	9	bahasa	bahasa	PROPN
bitcs-10314	109	10	arudam	arudam	PROPN
bitcs-10314	109	11	"	"	PUNCT
bitcs-10314	109	12	reflect	reflect	VERB
bitcs-10314	109	13	linguistic	linguistic	ADJ
bitcs-10314	109	14	challenges	challenge	NOUN
bitcs-10314	109	15	for	for	ADP
bitcs-10314	109	16	the	the	DET
bitcs-10314	109	17	model	model	NOUN
bitcs-10314	109	18	that	that	PRON
bitcs-10314	109	19	has	have	AUX
bitcs-10314	109	20	not	not	PART
bitcs-10314	109	21	undergone	undergo	VERB
bitcs-10314	109	22	fine	fine	ADV
bitcs-10314	109	23	-	-	PUNCT
bitcs-10314	109	24	tuning	tuning	NOUN
bitcs-10314	109	25	.	.	PUNCT
bitcs-10314	110	1	as	as	ADP
bitcs-10314	110	2	a	a	DET
bitcs-10314	110	3	follow	follow	NOUN
bitcs-10314	110	4	-	-	PUNCT
bitcs-10314	110	5	up	up	NOUN
bitcs-10314	110	6	to	to	ADP
bitcs-10314	110	7	this	this	DET
bitcs-10314	110	8	evaluation	evaluation	NOUN
bitcs-10314	110	9	,	,	PUNCT
bitcs-10314	110	10	the	the	DET
bitcs-10314	110	11	scatter	scatter	NOUN
bitcs-10314	110	12	plot	plot	NOUN
bitcs-10314	110	13	in	in	ADP
bitcs-10314	110	14	figure	figure	NOUN
bitcs-10314	110	15	4	4	NUM
bitcs-10314	110	16	was	be	AUX
bitcs-10314	110	17	used	use	VERB
bitcs-10314	110	18	to	to	PART
bitcs-10314	110	19	visualize	visualize	VERB
bitcs-10314	110	20	the	the	DET
bitcs-10314	110	21	distribution	distribution	NOUN
bitcs-10314	110	22	of	of	ADP
bitcs-10314	110	23	wer	wer	NOUN
bitcs-10314	110	24	values	value	NOUN
bitcs-10314	110	25	for	for	ADP
bitcs-10314	110	26	each	each	DET
bitcs-10314	110	27	test	test	NOUN
bitcs-10314	110	28	sentence	sentence	NOUN
bitcs-10314	110	29	by	by	ADP
bitcs-10314	110	30	voice	voice	NOUN
bitcs-10314	110	31	type	type	NOUN
bitcs-10314	110	32	category	category	NOUN
bitcs-10314	110	33	.	.	PUNCT
bitcs-10314	111	1	this	this	DET
bitcs-10314	111	2	visualization	visualization	NOUN
bitcs-10314	111	3	provides	provide	VERB
bitcs-10314	111	4	a	a	DET
bitcs-10314	111	5	more	more	ADV
bitcs-10314	111	6	comprehensive	comprehensive	ADJ
bitcs-10314	111	7	picture	picture	NOUN
bitcs-10314	111	8	of	of	ADP
bitcs-10314	111	9	the	the	DET
bitcs-10314	111	10	distribution	distribution	NOUN
bitcs-10314	111	11	of	of	ADP
bitcs-10314	111	12	recognition	recognition	NOUN
bitcs-10314	111	13	errors	error	NOUN
bitcs-10314	111	14	at	at	ADP
bitcs-10314	111	15	the	the	DET
bitcs-10314	111	16	sentence	sentence	NOUN
bitcs-10314	111	17	level	level	NOUN
bitcs-10314	111	18	.	.	PUNCT
bitcs-10314	112	1	figure	figure	NOUN
bitcs-10314	112	2	4	4	NUM
bitcs-10314	112	3	.	.	PUNCT
bitcs-10314	113	1	scatter	scatter	NOUN
bitcs-10314	113	2	plot	plot	NOUN
bitcs-10314	113	3	comparing	compare	VERB
bitcs-10314	113	4	wer	wer	NOUN
bitcs-10314	113	5	values	value	NOUN
bitcs-10314	113	6	by	by	ADP
bitcs-10314	113	7	audio	audio	ADJ
bitcs-10314	113	8	type	type	NOUN
bitcs-10314	113	9	figure	figure	NOUN
bitcs-10314	113	10	4	4	NUM
bitcs-10314	113	11	shows	show	VERB
bitcs-10314	113	12	a	a	DET
bitcs-10314	113	13	comparison	comparison	NOUN
bitcs-10314	113	14	of	of	ADP
bitcs-10314	113	15	the	the	DET
bitcs-10314	113	16	word	word	NOUN
bitcs-10314	113	17	error	error	NOUN
bitcs-10314	113	18	rate	rate	NOUN
bitcs-10314	113	19	(	(	PUNCT
bitcs-10314	113	20	wer	wer	NOUN
bitcs-10314	113	21	)	)	PUNCT
bitcs-10314	113	22	values	value	NOUN
bitcs-10314	113	23	for	for	ADP
bitcs-10314	113	24	nine	nine	NUM
bitcs-10314	113	25	test	test	NOUN
bitcs-10314	113	26	sentences	sentence	NOUN
bitcs-10314	113	27	based	base	VERB
bitcs-10314	113	28	on	on	ADP
bitcs-10314	113	29	three	three	NUM
bitcs-10314	113	30	audio	audio	ADJ
bitcs-10314	113	31	types	type	NOUN
bitcs-10314	113	32	:	:	PUNCT
bitcs-10314	113	33	the	the	DET
bitcs-10314	113	34	ones	one	NOUN
bitcs-10314	113	35	synthesized	synthesize	VERB
bitcs-10314	113	36	by	by	ADP
bitcs-10314	113	37	the	the	DET
bitcs-10314	113	38	speecht5	speecht5	PROPN
bitcs-10314	113	39	+	+	CCONJ
bitcs-10314	113	40	hifi	hifi	NOUN
bitcs-10314	113	41	-	-	PUNCT
bitcs-10314	113	42	gan	gan	ADJ
bitcs-10314	113	43	model	model	NOUN
bitcs-10314	113	44	(	(	PUNCT
bitcs-10314	113	45	red	red	PROPN
bitcs-10314	113	46	/	/	SYM
bitcs-10314	113	47	orange	orange	PROPN
bitcs-10314	113	48	)	)	PUNCT
bitcs-10314	113	49	,	,	PUNCT
bitcs-10314	113	50	the	the	DET
bitcs-10314	113	51	vol	vol	NOUN
bitcs-10314	113	52	.	.	PROPN
bitcs-10314	113	53	6	6	NUM
bitcs-10314	113	54	,	,	PUNCT
bitcs-10314	113	55	no.2	no.2	PROPN
bitcs-10314	113	56	,	,	PUNCT
bitcs-10314	113	57	july	july	PROPN
bitcs-10314	113	58	2025	2025	NUM
bitcs-10314	113	59	|	|	ADV
bitcs-10314	113	60	62	62	NUM
bitcs-10314	113	61	female	female	ADJ
bitcs-10314	113	62	voice	voice	NOUN
bitcs-10314	113	63	(	(	PUNCT
bitcs-10314	113	64	blue	blue	NOUN
bitcs-10314	113	65	)	)	PUNCT
bitcs-10314	113	66	,	,	PUNCT
bitcs-10314	113	67	and	and	CCONJ
bitcs-10314	113	68	the	the	DET
bitcs-10314	113	69	male	male	ADJ
bitcs-10314	113	70	voice	voice	NOUN
bitcs-10314	113	71	(	(	PUNCT
bitcs-10314	113	72	green	green	ADJ
bitcs-10314	113	73	)	)	PUNCT
bitcs-10314	113	74	.	.	PUNCT
bitcs-10314	114	1	in	in	ADP
bitcs-10314	114	2	general	general	ADJ
bitcs-10314	114	3	,	,	PUNCT
bitcs-10314	114	4	the	the	DET
bitcs-10314	114	5	synthetic	synthetic	ADJ
bitcs-10314	114	6	audio	audio	NOUN
bitcs-10314	114	7	produced	produce	VERB
bitcs-10314	114	8	the	the	DET
bitcs-10314	114	9	highest	high	ADJ
bitcs-10314	114	10	and	and	CCONJ
bitcs-10314	114	11	most	most	ADV
bitcs-10314	114	12	consistent	consistent	ADJ
bitcs-10314	114	13	wer	wer	NOUN
bitcs-10314	114	14	values	value	NOUN
bitcs-10314	114	15	,	,	PUNCT
bitcs-10314	114	16	with	with	ADP
bitcs-10314	114	17	all	all	DET
bitcs-10314	114	18	sentences	sentence	NOUN
bitcs-10314	114	19	having	have	VERB
bitcs-10314	114	20	values	value	NOUN
bitcs-10314	114	21	above	above	ADP
bitcs-10314	114	22	0.5	0.5	NUM
bitcs-10314	114	23	,	,	PUNCT
bitcs-10314	114	24	even	even	ADV
bitcs-10314	114	25	reaching	reach	VERB
bitcs-10314	114	26	1.0	1.0	NUM
bitcs-10314	114	27	in	in	ADP
bitcs-10314	114	28	the	the	DET
bitcs-10314	114	29	last	last	ADJ
bitcs-10314	114	30	three	three	NUM
bitcs-10314	114	31	sentences	sentence	NOUN
bitcs-10314	114	32	.	.	PUNCT
bitcs-10314	115	1	this	this	PRON
bitcs-10314	115	2	indicates	indicate	VERB
bitcs-10314	115	3	that	that	SCONJ
bitcs-10314	115	4	the	the	DET
bitcs-10314	115	5	text	text	NOUN
bitcs-10314	115	6	-	-	PUNCT
bitcs-10314	115	7	to	to	ADP
bitcs-10314	115	8	-	-	PUNCT
bitcs-10314	115	9	speech	speech	NOUN
bitcs-10314	115	10	system	system	NOUN
bitcs-10314	115	11	is	be	AUX
bitcs-10314	115	12	not	not	PART
bitcs-10314	115	13	yet	yet	ADV
bitcs-10314	115	14	capable	capable	ADJ
bitcs-10314	115	15	of	of	ADP
bitcs-10314	115	16	producing	produce	VERB
bitcs-10314	115	17	pronunciations	pronunciation	NOUN
bitcs-10314	115	18	close	close	ADV
bitcs-10314	115	19	to	to	ADP
bitcs-10314	115	20	human	human	ADJ
bitcs-10314	115	21	accuracy	accuracy	NOUN
bitcs-10314	115	22	,	,	PUNCT
bitcs-10314	115	23	especially	especially	ADV
bitcs-10314	115	24	in	in	ADP
bitcs-10314	115	25	the	the	DET
bitcs-10314	115	26	complex	complex	ADJ
bitcs-10314	115	27	context	context	NOUN
bitcs-10314	115	28	of	of	ADP
bitcs-10314	115	29	walikan	walikan	PROPN
bitcs-10314	115	30	.	.	PUNCT
bitcs-10314	116	1	meanwhile	meanwhile	ADV
bitcs-10314	116	2	,	,	PUNCT
bitcs-10314	116	3	human	human	ADJ
bitcs-10314	116	4	audio	audio	NOUN
bitcs-10314	116	5	,	,	PUNCT
bitcs-10314	116	6	particularly	particularly	ADV
bitcs-10314	116	7	female	female	ADJ
bitcs-10314	116	8	voices	voice	NOUN
bitcs-10314	116	9	,	,	PUNCT
bitcs-10314	116	10	demonstrated	demonstrate	VERB
bitcs-10314	116	11	better	well	ADJ
bitcs-10314	116	12	and	and	CCONJ
bitcs-10314	116	13	more	more	ADV
bitcs-10314	116	14	stable	stable	ADJ
bitcs-10314	116	15	performance	performance	NOUN
bitcs-10314	116	16	,	,	PUNCT
bitcs-10314	116	17	with	with	ADP
bitcs-10314	116	18	wer	wer	NOUN
bitcs-10314	116	19	values	value	NOUN
bitcs-10314	116	20	ranging	range	VERB
bitcs-10314	116	21	from	from	ADP
bitcs-10314	116	22	0.2	0.2	NUM
bitcs-10314	116	23	to	to	ADP
bitcs-10314	116	24	0.6	0.6	NUM
bitcs-10314	116	25	.	.	PUNCT
bitcs-10314	117	1	male	male	ADJ
bitcs-10314	117	2	voices	voice	NOUN
bitcs-10314	117	3	also	also	ADV
bitcs-10314	117	4	tended	tend	VERB
bitcs-10314	117	5	to	to	PART
bitcs-10314	117	6	be	be	AUX
bitcs-10314	117	7	more	more	ADV
bitcs-10314	117	8	accurate	accurate	ADJ
bitcs-10314	117	9	than	than	ADP
bitcs-10314	117	10	synthetic	synthetic	ADJ
bitcs-10314	117	11	audio	audio	NOUN
bitcs-10314	117	12	,	,	PUNCT
bitcs-10314	117	13	but	but	CCONJ
bitcs-10314	117	14	experienced	experience	VERB
bitcs-10314	117	15	greater	great	ADJ
bitcs-10314	117	16	fluctuations	fluctuation	NOUN
bitcs-10314	117	17	between	between	ADP
bitcs-10314	117	18	sentences	sentence	NOUN
bitcs-10314	117	19	.	.	PUNCT
bitcs-10314	118	1	this	this	DET
bitcs-10314	118	2	difference	difference	NOUN
bitcs-10314	118	3	indicates	indicate	VERB
bitcs-10314	118	4	that	that	SCONJ
bitcs-10314	118	5	synthetic	synthetic	ADJ
bitcs-10314	118	6	audio	audio	NOUN
bitcs-10314	118	7	still	still	ADV
bitcs-10314	118	8	faces	face	VERB
bitcs-10314	118	9	significant	significant	ADJ
bitcs-10314	118	10	challenges	challenge	NOUN
bitcs-10314	118	11	in	in	ADP
bitcs-10314	118	12	matching	match	VERB
bitcs-10314	118	13	the	the	DET
bitcs-10314	118	14	natural	natural	ADJ
bitcs-10314	118	15	phonetic	phonetic	ADJ
bitcs-10314	118	16	characteristics	characteristic	NOUN
bitcs-10314	118	17	of	of	ADP
bitcs-10314	118	18	human	human	ADJ
bitcs-10314	118	19	speakers	speaker	NOUN
bitcs-10314	118	20	.	.	PUNCT
bitcs-10314	119	1	figure	figure	VERB
bitcs-10314	119	2	5	5	NUM
bitcs-10314	119	3	.	.	PUNCT
bitcs-10314	119	4	histogram	histogram	NOUN
bitcs-10314	119	5	of	of	ADP
bitcs-10314	119	6	wer	wer	NOUN
bitcs-10314	119	7	comparison	comparison	NOUN
bitcs-10314	119	8	figure	figure	NOUN
bitcs-10314	119	9	5	5	NUM
bitcs-10314	119	10	shows	show	VERB
bitcs-10314	119	11	a	a	DET
bitcs-10314	119	12	comparison	comparison	NOUN
bitcs-10314	119	13	of	of	ADP
bitcs-10314	119	14	the	the	DET
bitcs-10314	119	15	distribution	distribution	NOUN
bitcs-10314	119	16	of	of	ADP
bitcs-10314	119	17	word	word	NOUN
bitcs-10314	119	18	error	error	NOUN
bitcs-10314	119	19	rate	rate	NOUN
bitcs-10314	119	20	(	(	PUNCT
bitcs-10314	119	21	wer	wer	NOUN
bitcs-10314	119	22	)	)	PUNCT
bitcs-10314	119	23	values	value	NOUN
bitcs-10314	119	24	for	for	ADP
bitcs-10314	119	25	three	three	NUM
bitcs-10314	119	26	types	type	NOUN
bitcs-10314	119	27	of	of	ADP
bitcs-10314	119	28	audios	audio	NOUN
bitcs-10314	119	29	:	:	PUNCT
bitcs-10314	119	30	female	female	ADJ
bitcs-10314	119	31	,	,	PUNCT
bitcs-10314	119	32	male	male	NOUN
bitcs-10314	119	33	,	,	PUNCT
bitcs-10314	119	34	and	and	CCONJ
bitcs-10314	119	35	the	the	DET
bitcs-10314	119	36	speecht5	speecht5	PROPN
bitcs-10314	119	37	+	+	CCONJ
bitcs-10314	119	38	hifi	hifi	NOUN
bitcs-10314	119	39	-	-	PUNCT
bitcs-10314	119	40	gan	gan	ADJ
bitcs-10314	119	41	synthesized	synthesize	VERB
bitcs-10314	119	42	voices	voice	NOUN
bitcs-10314	119	43	.	.	PUNCT
bitcs-10314	120	1	the	the	DET
bitcs-10314	120	2	histogram	histogram	NOUN
bitcs-10314	120	3	shows	show	VERB
bitcs-10314	120	4	that	that	SCONJ
bitcs-10314	120	5	the	the	DET
bitcs-10314	120	6	wer	wer	NOUN
bitcs-10314	120	7	values	value	NOUN
bitcs-10314	120	8	of	of	ADP
bitcs-10314	120	9	the	the	DET
bitcs-10314	120	10	synthesized	synthesize	VERB
bitcs-10314	120	11	voices	voice	NOUN
bitcs-10314	120	12	are	be	AUX
bitcs-10314	120	13	mostly	mostly	ADV
bitcs-10314	120	14	close	close	ADJ
bitcs-10314	120	15	to	to	ADP
bitcs-10314	120	16	1.0	1.0	NUM
bitcs-10314	120	17	,	,	PUNCT
bitcs-10314	120	18	indicating	indicate	VERB
bitcs-10314	120	19	asr	asr	NOUN
bitcs-10314	120	20	's	's	PART
bitcs-10314	120	21	failure	failure	NOUN
bitcs-10314	120	22	to	to	PART
bitcs-10314	120	23	recognize	recognize	VERB
bitcs-10314	120	24	the	the	DET
bitcs-10314	120	25	sentence	sentence	NOUN
bitcs-10314	120	26	content	content	NOUN
bitcs-10314	120	27	.	.	PUNCT
bitcs-10314	121	1	in	in	ADP
bitcs-10314	121	2	contrast	contrast	NOUN
bitcs-10314	121	3	,	,	PUNCT
bitcs-10314	121	4	human	human	ADJ
bitcs-10314	121	5	voices	voice	NOUN
bitcs-10314	121	6	show	show	VERB
bitcs-10314	121	7	a	a	DET
bitcs-10314	121	8	lower	low	ADJ
bitcs-10314	121	9	and	and	CCONJ
bitcs-10314	121	10	more	more	ADV
bitcs-10314	121	11	even	even	ADJ
bitcs-10314	121	12	distribution	distribution	NOUN
bitcs-10314	121	13	of	of	ADP
bitcs-10314	121	14	wer	wer	NOUN
bitcs-10314	121	15	values	value	NOUN
bitcs-10314	121	16	,	,	PUNCT
bitcs-10314	121	17	some	some	PRON
bitcs-10314	121	18	even	even	ADV
bitcs-10314	121	19	approaching	approach	VERB
bitcs-10314	121	20	0.0	0.0	NUM
bitcs-10314	121	21	,	,	PUNCT
bitcs-10314	121	22	indicating	indicate	VERB
bitcs-10314	121	23	near	near	ADP
bitcs-10314	121	24	-	-	PUNCT
bitcs-10314	121	25	perfect	perfect	ADJ
bitcs-10314	121	26	transcription	transcription	NOUN
bitcs-10314	121	27	.	.	PUNCT
bitcs-10314	122	1	this	this	DET
bitcs-10314	122	2	finding	finding	NOUN
bitcs-10314	122	3	confirms	confirm	VERB
bitcs-10314	122	4	that	that	SCONJ
bitcs-10314	122	5	without	without	ADP
bitcs-10314	122	6	fine	fine	ADV
bitcs-10314	122	7	-	-	PUNCT
bitcs-10314	122	8	tuning	tuning	NOUN
bitcs-10314	122	9	,	,	PUNCT
bitcs-10314	122	10	the	the	DET
bitcs-10314	122	11	speecht5	speecht5	PROPN
bitcs-10314	122	12	+	+	CCONJ
bitcs-10314	122	13	hifi	hifi	NOUN
bitcs-10314	122	14	-	-	PUNCT
bitcs-10314	122	15	gan	gan	ADJ
bitcs-10314	122	16	model	model	NOUN
bitcs-10314	122	17	is	be	AUX
bitcs-10314	122	18	not	not	PART
bitcs-10314	122	19	yet	yet	ADV
bitcs-10314	122	20	capable	capable	ADJ
bitcs-10314	122	21	of	of	ADP
bitcs-10314	122	22	producing	produce	VERB
bitcs-10314	122	23	pronunciations	pronunciation	NOUN
bitcs-10314	122	24	accurate	accurate	ADJ
bitcs-10314	122	25	enough	enough	ADV
bitcs-10314	122	26	for	for	SCONJ
bitcs-10314	122	27	asr	asr	PROPN
bitcs-10314	122	28	to	to	PART
bitcs-10314	122	29	recognize	recognize	VERB
bitcs-10314	122	30	.	.	PUNCT
bitcs-10314	123	1	table	table	NOUN
bitcs-10314	123	2	3	3	NUM
bitcs-10314	123	3	.	.	PUNCT
bitcs-10314	123	4	average	average	ADJ
bitcs-10314	123	5	word	word	NOUN
bitcs-10314	123	6	error	error	NOUN
bitcs-10314	123	7	rate	rate	NOUN
bitcs-10314	123	8	average	average	ADJ
bitcs-10314	123	9	word	word	NOUN
bitcs-10314	123	10	error	error	NOUN
bitcs-10314	123	11	rate	rate	NOUN
bitcs-10314	123	12	(	(	PUNCT
bitcs-10314	123	13	wer	wer	NOUN
bitcs-10314	123	14	)	)	PUNCT
bitcs-10314	123	15	speecht5	speecht5	PROPN
bitcs-10314	124	1	+	+	CCONJ
bitcs-10314	124	2	hifigan	hifigan	NOUN
bitcs-10314	124	3	real	real	ADJ
bitcs-10314	124	4	voice	voice	NOUN
bitcs-10314	124	5	(	(	PUNCT
bitcs-10314	124	6	female	female	NOUN
bitcs-10314	124	7	)	)	PUNCT
bitcs-10314	124	8	real	real	ADJ
bitcs-10314	124	9	(	(	PUNCT
bitcs-10314	124	10	male	male	NOUN
bitcs-10314	124	11	)	)	PUNCT
bitcs-10314	124	12	0.9786	0.9786	NUM
bitcs-10314	124	13	0.5471	0.5471	NUM
bitcs-10314	124	14	0.6311	0.6311	NUM
bitcs-10314	124	15	testing	test	VERB
bitcs-10314	124	16	1,000	1,000	NUM
bitcs-10314	124	17	test	test	NOUN
bitcs-10314	124	18	sentences	sentence	NOUN
bitcs-10314	124	19	showed	show	VERB
bitcs-10314	124	20	an	an	DET
bitcs-10314	124	21	average	average	ADJ
bitcs-10314	124	22	wer	wer	NOUN
bitcs-10314	124	23	of	of	ADP
bitcs-10314	124	24	0.9786	0.9786	NUM
bitcs-10314	124	25	for	for	ADP
bitcs-10314	124	26	the	the	DET
bitcs-10314	124	27	synthetic	synthetic	ADJ
bitcs-10314	124	28	audio	audio	NOUN
bitcs-10314	124	29	from	from	ADP
bitcs-10314	124	30	speecht5	speecht5	PROPN
bitcs-10314	124	31	+	+	CCONJ
bitcs-10314	124	32	hifi	hifi	NOUN
bitcs-10314	124	33	-	-	PUNCT
bitcs-10314	124	34	gan	gan	ADJ
bitcs-10314	124	35	(	(	PUNCT
bitcs-10314	124	36	table	table	NOUN
bitcs-10314	124	37	3	3	NUM
bitcs-10314	124	38	)	)	PUNCT
bitcs-10314	124	39	,	,	PUNCT
bitcs-10314	124	40	close	close	ADV
bitcs-10314	124	41	to	to	ADP
bitcs-10314	124	42	1.0	1.0	NUM
bitcs-10314	124	43	,	,	PUNCT
bitcs-10314	124	44	indicating	indicate	VERB
bitcs-10314	124	45	that	that	SCONJ
bitcs-10314	124	46	the	the	DET
bitcs-10314	124	47	majority	majority	NOUN
bitcs-10314	124	48	of	of	ADP
bitcs-10314	124	49	words	word	NOUN
bitcs-10314	124	50	were	be	AUX
bitcs-10314	124	51	not	not	PART
bitcs-10314	124	52	recognized	recognize	VERB
bitcs-10314	124	53	by	by	ADP
bitcs-10314	124	54	asr	asr	PROPN
bitcs-10314	124	55	.	.	PUNCT
bitcs-10314	125	1	this	this	PRON
bitcs-10314	125	2	reflects	reflect	VERB
bitcs-10314	125	3	the	the	DET
bitcs-10314	125	4	low	low	ADJ
bitcs-10314	125	5	quality	quality	NOUN
bitcs-10314	125	6	of	of	ADP
bitcs-10314	125	7	the	the	DET
bitcs-10314	125	8	synthesis	synthesis	NOUN
bitcs-10314	125	9	,	,	PUNCT
bitcs-10314	125	10	especially	especially	ADV
bitcs-10314	125	11	in	in	ADP
bitcs-10314	125	12	the	the	DET
bitcs-10314	125	13	context	context	NOUN
bitcs-10314	125	14	of	of	ADP
bitcs-10314	125	15	walikan	walikan	PROPN
bitcs-10314	125	16	,	,	PUNCT
bitcs-10314	125	17	which	which	PRON
bitcs-10314	125	18	has	have	VERB
bitcs-10314	125	19	unusual	unusual	ADJ
bitcs-10314	125	20	phonetics	phonetic	NOUN
bitcs-10314	125	21	.	.	PUNCT
bitcs-10314	126	1	in	in	ADP
bitcs-10314	126	2	contrast	contrast	NOUN
bitcs-10314	126	3	,	,	PUNCT
bitcs-10314	126	4	human	human	ADJ
bitcs-10314	126	5	voices	voice	NOUN
bitcs-10314	126	6	performed	perform	VERB
bitcs-10314	126	7	better	well	ADV
bitcs-10314	126	8	,	,	PUNCT
bitcs-10314	126	9	with	with	ADP
bitcs-10314	126	10	an	an	DET
bitcs-10314	126	11	average	average	ADJ
bitcs-10314	126	12	wer	wer	NOUN
bitcs-10314	126	13	of	of	ADP
bitcs-10314	126	14	0.5471	0.5471	NUM
bitcs-10314	126	15	(	(	PUNCT
bitcs-10314	126	16	female	female	NOUN
bitcs-10314	126	17	)	)	PUNCT
bitcs-10314	126	18	and	and	CCONJ
bitcs-10314	126	19	0.6311	0.6311	NUM
bitcs-10314	126	20	(	(	PUNCT
bitcs-10314	126	21	male	male	NOUN
bitcs-10314	126	22	)	)	PUNCT
bitcs-10314	126	23	,	,	PUNCT
bitcs-10314	126	24	a	a	DET
bitcs-10314	126	25	difference	difference	NOUN
bitcs-10314	126	26	of	of	ADP
bitcs-10314	126	27	±0.33–0.43	±0.33–0.43	X
bitcs-10314	126	28	lower	low	ADJ
bitcs-10314	126	29	than	than	ADP
bitcs-10314	126	30	the	the	DET
bitcs-10314	126	31	synthetic	synthetic	ADJ
bitcs-10314	126	32	results	result	NOUN
bitcs-10314	126	33	.	.	PUNCT
bitcs-10314	127	1	this	this	PRON
bitcs-10314	127	2	confirms	confirm	VERB
bitcs-10314	127	3	that	that	SCONJ
bitcs-10314	127	4	asr	asr	PROPN
bitcs-10314	127	5	is	be	AUX
bitcs-10314	127	6	better	well	ADV
bitcs-10314	127	7	able	able	ADJ
bitcs-10314	127	8	to	to	PART
bitcs-10314	127	9	recognize	recognize	VERB
bitcs-10314	127	10	natural	natural	ADJ
bitcs-10314	127	11	voices	voice	NOUN
bitcs-10314	127	12	.	.	PUNCT
bitcs-10314	128	1	vol	vol	NOUN
bitcs-10314	128	2	.	.	PROPN
bitcs-10314	129	1	6	6	NUM
bitcs-10314	129	2	,	,	PUNCT
bitcs-10314	129	3	no.2	no.2	PROPN
bitcs-10314	129	4	,	,	PUNCT
bitcs-10314	129	5	july	july	PROPN
bitcs-10314	129	6	2025	2025	NUM
bitcs-10314	130	1	|	|	ADV
bitcs-10314	130	2	63	63	NUM
bitcs-10314	130	3	in	in	ADP
bitcs-10314	130	4	addition	addition	NOUN
bitcs-10314	130	5	to	to	ADP
bitcs-10314	130	6	inaccurate	inaccurate	ADJ
bitcs-10314	130	7	pronunciation	pronunciation	NOUN
bitcs-10314	130	8	,	,	PUNCT
bitcs-10314	130	9	the	the	DET
bitcs-10314	130	10	synthetic	synthetic	ADJ
bitcs-10314	130	11	results	result	NOUN
bitcs-10314	130	12	also	also	ADV
bitcs-10314	130	13	showed	show	VERB
bitcs-10314	130	14	anomalies	anomaly	NOUN
bitcs-10314	130	15	such	such	ADJ
bitcs-10314	130	16	as	as	ADP
bitcs-10314	130	17	random	random	ADJ
bitcs-10314	130	18	capitalization	capitalization	NOUN
bitcs-10314	130	19	and	and	CCONJ
bitcs-10314	130	20	phonetic	phonetic	ADJ
bitcs-10314	130	21	errors	error	NOUN
bitcs-10314	130	22	due	due	ADP
bitcs-10314	130	23	to	to	ADP
bitcs-10314	130	24	the	the	DET
bitcs-10314	130	25	model	model	NOUN
bitcs-10314	130	26	's	's	PART
bitcs-10314	130	27	bias	bias	NOUN
bitcs-10314	130	28	toward	toward	ADP
bitcs-10314	130	29	english	english	PROPN
bitcs-10314	130	30	,	,	PUNCT
bitcs-10314	130	31	for	for	ADP
bitcs-10314	130	32	example	example	NOUN
bitcs-10314	130	33	,	,	PUNCT
bitcs-10314	130	34	"	"	PUNCT
bitcs-10314	130	35	sam	sam	PROPN
bitcs-10314	130	36	"	"	PUNCT
bitcs-10314	130	37	being	be	AUX
bitcs-10314	130	38	recognized	recognize	VERB
bitcs-10314	130	39	as	as	ADP
bitcs-10314	130	40	"	"	PUNCT
bitcs-10314	130	41	some	some	PRON
bitcs-10314	130	42	"	"	PUNCT
bitcs-10314	130	43	.	.	PUNCT
bitcs-10314	131	1	2	2	X
bitcs-10314	131	2	.	.	X
bitcs-10314	131	3	character	character	NOUN
bitcs-10314	131	4	error	error	NOUN
bitcs-10314	131	5	rate	rate	NOUN
bitcs-10314	131	6	evaluation	evaluation	NOUN
bitcs-10314	131	7	using	use	VERB
bitcs-10314	131	8	the	the	DET
bitcs-10314	131	9	character	character	NOUN
bitcs-10314	131	10	error	error	NOUN
bitcs-10314	131	11	rate	rate	NOUN
bitcs-10314	131	12	(	(	PUNCT
bitcs-10314	131	13	cer	cer	NOUN
bitcs-10314	131	14	)	)	PUNCT
bitcs-10314	131	15	provides	provide	VERB
bitcs-10314	131	16	a	a	DET
bitcs-10314	131	17	more	more	ADV
bitcs-10314	131	18	detailed	detailed	ADJ
bitcs-10314	131	19	picture	picture	NOUN
bitcs-10314	131	20	of	of	ADP
bitcs-10314	131	21	phonetic	phonetic	ADJ
bitcs-10314	131	22	errors	error	NOUN
bitcs-10314	131	23	at	at	ADP
bitcs-10314	131	24	the	the	DET
bitcs-10314	131	25	character	character	NOUN
bitcs-10314	131	26	level	level	NOUN
bitcs-10314	131	27	,	,	PUNCT
bitcs-10314	131	28	especially	especially	ADV
bitcs-10314	131	29	for	for	ADP
bitcs-10314	131	30	minor	minor	ADJ
bitcs-10314	131	31	errors	error	NOUN
bitcs-10314	131	32	such	such	ADJ
bitcs-10314	131	33	as	as	ADP
bitcs-10314	131	34	letter	letter	NOUN
bitcs-10314	131	35	substitutions	substitution	NOUN
bitcs-10314	131	36	or	or	CCONJ
bitcs-10314	131	37	spelling	spelling	NOUN
bitcs-10314	131	38	mistakes	mistake	NOUN
bitcs-10314	131	39	.	.	PUNCT
bitcs-10314	132	1	table	table	NOUN
bitcs-10314	132	2	4	4	NUM
bitcs-10314	132	3	summarizes	summarize	NOUN
bitcs-10314	132	4	the	the	DET
bitcs-10314	132	5	minimum	minimum	ADJ
bitcs-10314	132	6	,	,	PUNCT
bitcs-10314	132	7	maximum	maximum	ADJ
bitcs-10314	132	8	,	,	PUNCT
bitcs-10314	132	9	median	median	ADJ
bitcs-10314	132	10	,	,	PUNCT
bitcs-10314	132	11	and	and	CCONJ
bitcs-10314	132	12	average	average	ADJ
bitcs-10314	132	13	cer	cer	NOUN
bitcs-10314	132	14	values	value	NOUN
bitcs-10314	132	15	for	for	ADP
bitcs-10314	132	16	the	the	DET
bitcs-10314	132	17	three	three	NUM
bitcs-10314	132	18	audio	audio	ADJ
bitcs-10314	132	19	source	source	NOUN
bitcs-10314	132	20	categories	category	NOUN
bitcs-10314	132	21	tested	test	VERB
bitcs-10314	132	22	.	.	PUNCT
bitcs-10314	133	1	table	table	NOUN
bitcs-10314	133	2	4	4	NUM
bitcs-10314	133	3	.	.	PUNCT
bitcs-10314	133	4	character	character	NOUN
bitcs-10314	133	5	error	error	NOUN
bitcs-10314	133	6	rate	rate	NOUN
bitcs-10314	133	7	evaluation	evaluation	NOUN
bitcs-10314	133	8	voice	voice	NOUN
bitcs-10314	133	9	category	category	NOUN
bitcs-10314	133	10	minimum	minimum	PROPN
bitcs-10314	133	11	cer	cer	PROPN
bitcs-10314	133	12	maximum	maximum	PROPN
bitcs-10314	133	13	cer	cer	PROPN
bitcs-10314	133	14	median	median	PROPN
bitcs-10314	133	15	cer	cer	PROPN
bitcs-10314	133	16	mean	mean	PROPN
bitcs-10314	133	17	cer	cer	PROPN
bitcs-10314	133	18	speecht5	speecht5	PROPN
bitcs-10314	134	1	+	+	CCONJ
bitcs-10314	134	2	hifi	hifi	NOUN
bitcs-10314	134	3	-	-	PUNCT
bitcs-10314	134	4	gan	gin	VERB
bitcs-10314	134	5	0.3243	0.3243	NUM
bitcs-10314	135	1	1.0000	1.0000	NUM
bitcs-10314	135	2	1.0000	1.0000	NUM
bitcs-10314	135	3	0.9024	0.9024	NUM
bitcs-10314	135	4	voice	voice	NOUN
bitcs-10314	135	5	female	female	NOUN
bitcs-10314	135	6	0.0000	0.0000	NUM
bitcs-10314	135	7	1.6154	1.6154	NUM
bitcs-10314	135	8	0.1461	0.1461	NUM
bitcs-10314	135	9	0.1822	0.1822	NUM
bitcs-10314	135	10	voice	voice	NOUN
bitcs-10314	135	11	male	male	NOUN
bitcs-10314	135	12	0.0000	0.0000	NUM
bitcs-10314	135	13	1.0000	1.0000	NUM
bitcs-10314	135	14	0.2143	0.2143	NUM
bitcs-10314	135	15	0.2541	0.2541	NUM
bitcs-10314	135	16	character	character	NOUN
bitcs-10314	135	17	error	error	NOUN
bitcs-10314	135	18	rate	rate	NOUN
bitcs-10314	135	19	analysis	analysis	NOUN
bitcs-10314	135	20	(	(	PUNCT
bitcs-10314	135	21	table	table	NOUN
bitcs-10314	135	22	4	4	NUM
bitcs-10314	135	23	)	)	PUNCT
bitcs-10314	135	24	shows	show	VERB
bitcs-10314	135	25	that	that	SCONJ
bitcs-10314	135	26	the	the	DET
bitcs-10314	135	27	synthetic	synthetic	ADJ
bitcs-10314	135	28	audio	audio	NOUN
bitcs-10314	135	29	from	from	ADP
bitcs-10314	135	30	the	the	DET
bitcs-10314	135	31	speecht5	speecht5	PROPN
bitcs-10314	135	32	+	+	CCONJ
bitcs-10314	135	33	hifigan	hifigan	NOUN
bitcs-10314	135	34	model	model	NOUN
bitcs-10314	135	35	performed	perform	VERB
bitcs-10314	135	36	poorly	poorly	ADV
bitcs-10314	135	37	compared	compare	VERB
bitcs-10314	135	38	to	to	ADP
bitcs-10314	135	39	human	human	ADJ
bitcs-10314	135	40	audio	audio	NOUN
bitcs-10314	135	41	.	.	PUNCT
bitcs-10314	136	1	the	the	DET
bitcs-10314	136	2	average	average	ADJ
bitcs-10314	136	3	cer	cer	NOUN
bitcs-10314	136	4	was	be	AUX
bitcs-10314	136	5	0.9024	0.9024	NUM
bitcs-10314	136	6	,	,	PUNCT
bitcs-10314	136	7	with	with	ADP
bitcs-10314	136	8	a	a	DET
bitcs-10314	136	9	median	median	NOUN
bitcs-10314	136	10	and	and	CCONJ
bitcs-10314	136	11	maximum	maximum	NOUN
bitcs-10314	136	12	of	of	ADP
bitcs-10314	136	13	1.00	1.00	NUM
bitcs-10314	136	14	,	,	PUNCT
bitcs-10314	136	15	indicating	indicate	VERB
bitcs-10314	136	16	that	that	SCONJ
bitcs-10314	136	17	many	many	ADJ
bitcs-10314	136	18	sentences	sentence	NOUN
bitcs-10314	136	19	failed	fail	VERB
bitcs-10314	136	20	to	to	PART
bitcs-10314	136	21	be	be	AUX
bitcs-10314	136	22	recognized	recognize	VERB
bitcs-10314	136	23	by	by	ADP
bitcs-10314	136	24	asr	asr	NOUN
bitcs-10314	136	25	.	.	PUNCT
bitcs-10314	137	1	even	even	ADV
bitcs-10314	137	2	the	the	DET
bitcs-10314	137	3	minimum	minimum	ADJ
bitcs-10314	137	4	value	value	NOUN
bitcs-10314	137	5	of	of	ADP
bitcs-10314	137	6	0.3243	0.3243	NUM
bitcs-10314	137	7	still	still	ADV
bitcs-10314	137	8	indicated	indicate	VERB
bitcs-10314	137	9	significant	significant	ADJ
bitcs-10314	137	10	errors	error	NOUN
bitcs-10314	137	11	at	at	ADP
bitcs-10314	137	12	the	the	DET
bitcs-10314	137	13	character	character	NOUN
bitcs-10314	137	14	level	level	NOUN
bitcs-10314	137	15	.	.	PUNCT
bitcs-10314	138	1	in	in	ADP
bitcs-10314	138	2	contrast	contrast	NOUN
bitcs-10314	138	3	,	,	PUNCT
bitcs-10314	138	4	human	human	ADJ
bitcs-10314	138	5	audio	audio	NOUN
bitcs-10314	138	6	was	be	AUX
bitcs-10314	138	7	much	much	ADV
bitcs-10314	138	8	more	more	ADV
bitcs-10314	138	9	accurate	accurate	ADJ
bitcs-10314	138	10	.	.	PUNCT
bitcs-10314	139	1	female	female	ADJ
bitcs-10314	139	2	voices	voice	NOUN
bitcs-10314	139	3	had	have	VERB
bitcs-10314	139	4	an	an	DET
bitcs-10314	139	5	average	average	ADJ
bitcs-10314	139	6	cer	cer	NOUN
bitcs-10314	139	7	of	of	ADP
bitcs-10314	139	8	0.1822	0.1822	NUM
bitcs-10314	139	9	and	and	CCONJ
bitcs-10314	139	10	male	male	ADJ
bitcs-10314	139	11	voices	voice	NOUN
bitcs-10314	139	12	0.2541	0.2541	NUM
bitcs-10314	139	13	,	,	PUNCT
bitcs-10314	139	14	with	with	ADP
bitcs-10314	139	15	a	a	DET
bitcs-10314	139	16	minimum	minimum	ADJ
bitcs-10314	139	17	value	value	NOUN
bitcs-10314	139	18	of	of	ADP
bitcs-10314	139	19	0.00	0.00	NUM
bitcs-10314	139	20	for	for	ADP
bitcs-10314	139	21	both	both	PRON
bitcs-10314	139	22	,	,	PUNCT
bitcs-10314	139	23	indicating	indicate	VERB
bitcs-10314	139	24	some	some	DET
bitcs-10314	139	25	sentences	sentence	NOUN
bitcs-10314	139	26	were	be	AUX
bitcs-10314	139	27	perfectly	perfectly	ADV
bitcs-10314	139	28	recognized	recognize	VERB
bitcs-10314	139	29	.	.	PUNCT
bitcs-10314	140	1	these	these	DET
bitcs-10314	140	2	results	result	NOUN
bitcs-10314	140	3	align	align	VERB
bitcs-10314	140	4	with	with	ADP
bitcs-10314	140	5	previous	previous	ADJ
bitcs-10314	140	6	wer	wer	NOUN
bitcs-10314	140	7	findings	finding	NOUN
bitcs-10314	140	8	,	,	PUNCT
bitcs-10314	140	9	indicating	indicate	VERB
bitcs-10314	140	10	that	that	SCONJ
bitcs-10314	140	11	errors	error	NOUN
bitcs-10314	140	12	in	in	ADP
bitcs-10314	140	13	synthetic	synthetic	ADJ
bitcs-10314	140	14	audio	audio	NOUN
bitcs-10314	140	15	occur	occur	VERB
bitcs-10314	140	16	not	not	PART
bitcs-10314	140	17	only	only	ADV
bitcs-10314	140	18	at	at	ADP
bitcs-10314	140	19	the	the	DET
bitcs-10314	140	20	word	word	NOUN
bitcs-10314	140	21	level	level	NOUN
bitcs-10314	140	22	but	but	CCONJ
bitcs-10314	140	23	also	also	ADV
bitcs-10314	140	24	at	at	ADP
bitcs-10314	140	25	the	the	DET
bitcs-10314	140	26	character	character	NOUN
bitcs-10314	140	27	level	level	NOUN
bitcs-10314	140	28	.	.	PUNCT
bitcs-10314	141	1	this	this	PRON
bitcs-10314	141	2	reflects	reflect	VERB
bitcs-10314	141	3	the	the	DET
bitcs-10314	141	4	model	model	NOUN
bitcs-10314	141	5	's	's	PART
bitcs-10314	141	6	limitations	limitation	NOUN
bitcs-10314	141	7	in	in	ADP
bitcs-10314	141	8	representing	represent	VERB
bitcs-10314	141	9	walikan	walikan	ADJ
bitcs-10314	141	10	phonology	phonology	NOUN
bitcs-10314	141	11	without	without	ADP
bitcs-10314	141	12	fine	fine	ADV
bitcs-10314	141	13	-	-	PUNCT
bitcs-10314	141	14	tuning	tuning	NOUN
bitcs-10314	141	15	.	.	PUNCT
bitcs-10314	142	1	based	base	VERB
bitcs-10314	142	2	on	on	ADP
bitcs-10314	142	3	the	the	DET
bitcs-10314	142	4	evaluation	evaluation	NOUN
bitcs-10314	142	5	,	,	PUNCT
bitcs-10314	142	6	the	the	DET
bitcs-10314	142	7	speecht5	speecht5	PROPN
bitcs-10314	142	8	and	and	CCONJ
bitcs-10314	142	9	hifi	hifi	PROPN
bitcs-10314	142	10	-	-	PUNCT
bitcs-10314	142	11	gan	gin	VERB
bitcs-10314	142	12	-	-	PUNCT
bitcs-10314	142	13	based	base	VERB
bitcs-10314	142	14	tts	tts	PROPN
bitcs-10314	142	15	systems	system	NOUN
bitcs-10314	142	16	performed	perform	VERB
bitcs-10314	142	17	poorly	poorly	ADV
bitcs-10314	142	18	when	when	SCONJ
bitcs-10314	142	19	used	use	VERB
bitcs-10314	142	20	on	on	ADP
bitcs-10314	142	21	walikan	walikan	VERB
bitcs-10314	142	22	without	without	ADP
bitcs-10314	142	23	fine	fine	ADV
bitcs-10314	142	24	-	-	PUNCT
bitcs-10314	142	25	tuning	tuning	NOUN
bitcs-10314	142	26	.	.	PUNCT
bitcs-10314	143	1	high	high	ADJ
bitcs-10314	143	2	wer	wer	NOUN
bitcs-10314	143	3	and	and	CCONJ
bitcs-10314	143	4	cer	cer	NOUN
bitcs-10314	143	5	values	value	NOUN
bitcs-10314	143	6	for	for	ADP
bitcs-10314	143	7	synthetic	synthetic	ADJ
bitcs-10314	143	8	audio	audio	NOUN
bitcs-10314	143	9	indicate	indicate	VERB
bitcs-10314	143	10	that	that	SCONJ
bitcs-10314	143	11	asr	asr	PROPN
bitcs-10314	143	12	has	have	VERB
bitcs-10314	143	13	difficulty	difficulty	NOUN
bitcs-10314	143	14	recognizing	recognize	VERB
bitcs-10314	143	15	the	the	DET
bitcs-10314	143	16	model	model	NOUN
bitcs-10314	143	17	's	's	PART
bitcs-10314	143	18	output	output	NOUN
bitcs-10314	143	19	,	,	PUNCT
bitcs-10314	143	20	in	in	ADP
bitcs-10314	143	21	contrast	contrast	NOUN
bitcs-10314	143	22	to	to	ADP
bitcs-10314	143	23	human	human	ADJ
bitcs-10314	143	24	speech	speech	NOUN
bitcs-10314	143	25	,	,	PUNCT
bitcs-10314	143	26	which	which	PRON
bitcs-10314	143	27	produces	produce	VERB
bitcs-10314	143	28	better	well	ADJ
bitcs-10314	143	29	accuracy	accuracy	NOUN
bitcs-10314	143	30	.	.	PUNCT
bitcs-10314	144	1	table	table	NOUN
bitcs-10314	144	2	5	5	NUM
bitcs-10314	144	3	.	.	PUNCT
bitcs-10314	144	4	comparison	comparison	NOUN
bitcs-10314	144	5	of	of	ADP
bitcs-10314	144	6	regional	regional	ADJ
bitcs-10314	144	7	language	language	NOUN
bitcs-10314	144	8	tts	tts	PROPN
bitcs-10314	144	9	studies	study	NOUN
bitcs-10314	144	10	author	author	NOUN
bitcs-10314	144	11	dataset	dataset	VERB
bitcs-10314	144	12	data	datum	NOUN
bitcs-10314	144	13	ground	ground	NOUN
bitcs-10314	144	14	truth	truth	NOUN
bitcs-10314	144	15	method	method	NOUN
bitcs-10314	144	16	evaluation	evaluation	NOUN
bitcs-10314	144	17	validate	validate	VERB
bitcs-10314	144	18	wer	wer	PROPN
bitcs-10314	144	19	cer	cer	PROPN
bitcs-10314	144	20	mos	mos	PROPN
bitcs-10314	144	21	agustina	agustina	PROPN
bitcs-10314	144	22	,	,	PUNCT
bitcs-10314	144	23	c.	c.	PROPN
bitcs-10314	144	24	,	,	PUNCT
bitcs-10314	144	25	2024	2024	NUM
bitcs-10314	144	26	.	.	PUNCT
bitcs-10314	145	1	[	[	X
bitcs-10314	145	2	12	12	NUM
bitcs-10314	145	3	]	]	SYM
bitcs-10314	145	4	250	250	NUM
bitcs-10314	145	5	sentence	sentence	NOUN
bitcs-10314	145	6	language	language	NOUN
bitcs-10314	145	7	banjar	banjar	NOUN
bitcs-10314	145	8	vits	vit	VERB
bitcs-10314	145	9	3.604	3.604	NUM
bitcs-10314	145	10	alhuda	alhuda	NOUN
bitcs-10314	145	11	,	,	PUNCT
bitcs-10314	145	12	m.y	m.y	PROPN
bitcs-10314	145	13	.	.	PROPN
bitcs-10314	145	14	,	,	PUNCT
bitcs-10314	145	15	2025	2025	NUM
bitcs-10314	145	16	.	.	PUNCT
bitcs-10314	146	1	[	[	X
bitcs-10314	146	2	13	13	NUM
bitcs-10314	146	3	]	]	SYM
bitcs-10314	146	4	500	500	NUM
bitcs-10314	146	5	sentence	sentence	NOUN
bitcs-10314	146	6	language	language	NOUN
bitcs-10314	146	7	palembang	palembang	PROPN
bitcs-10314	146	8	vits	vit	VERB
bitcs-10314	146	9	4.58	4.58	PRON
bitcs-10314	146	10	our	our	PRON
bitcs-10314	146	11	proposed	propose	VERB
bitcs-10314	146	12	1000	1000	NUM
bitcs-10314	146	13	sentence	sentence	NOUN
bitcs-10314	146	14	language	language	NOUN
bitcs-10314	146	15	walikan	walikan	PROPN
bitcs-10314	146	16	malang	malang	PROPN
bitcs-10314	146	17	voice	voice	PROPN
bitcs-10314	146	18	artificial	artificial	PROPN
bitcs-10314	146	19	speecht5	speecht5	PROPN
bitcs-10314	146	20	&	&	CCONJ
bitcs-10314	146	21	hifi	hifi	PROPN
bitcs-10314	146	22	-	-	PUNCT
bitcs-10314	146	23	gan	gin	VERB
bitcs-10314	146	24	0,9786	0,9786	NOUN
bitcs-10314	146	25	0,9024	0,9024	NOUN
bitcs-10314	146	26	voice	voice	NOUN
bitcs-10314	146	27	female	female	NOUN
bitcs-10314	146	28	speecht5	speecht5	PROPN
bitcs-10314	146	29	&	&	CCONJ
bitcs-10314	146	30	hifi	hifi	PROPN
bitcs-10314	146	31	-	-	PUNCT
bitcs-10314	146	32	gan	gin	VERB
bitcs-10314	146	33	0,5471	0,5471	PROPN
bitcs-10314	146	34	0,1822	0,1822	ADJ
bitcs-10314	146	35	voice	voice	NOUN
bitcs-10314	146	36	male	male	NOUN
bitcs-10314	146	37	speecht5	speecht5	PROPN
bitcs-10314	146	38	&	&	CCONJ
bitcs-10314	146	39	hifi	hifi	PROPN
bitcs-10314	146	40	-	-	PUNCT
bitcs-10314	146	41	gan	gin	VERB
bitcs-10314	147	1	0,6311	0,6311	NOUN
bitcs-10314	147	2	0,2541	0,2541	PROPN
bitcs-10314	147	3	vol	vol	NOUN
bitcs-10314	147	4	.	.	PROPN
bitcs-10314	148	1	6	6	NUM
bitcs-10314	148	2	,	,	PUNCT
bitcs-10314	148	3	no.2	no.2	PROPN
bitcs-10314	148	4	,	,	PUNCT
bitcs-10314	148	5	july	july	PROPN
bitcs-10314	148	6	2025	2025	NUM
bitcs-10314	148	7	|	|	ADV
bitcs-10314	148	8	64	64	NUM
bitcs-10314	148	9	table	table	NOUN
bitcs-10314	148	10	5	5	NUM
bitcs-10314	148	11	compares	compare	VERB
bitcs-10314	148	12	this	this	DET
bitcs-10314	148	13	research	research	NOUN
bitcs-10314	148	14	with	with	ADP
bitcs-10314	148	15	other	other	ADJ
bitcs-10314	148	16	tts	tts	PROPN
bitcs-10314	148	17	studies	study	NOUN
bitcs-10314	148	18	on	on	ADP
bitcs-10314	148	19	regional	regional	ADJ
bitcs-10314	148	20	languages	language	NOUN
bitcs-10314	148	21	.	.	PUNCT
bitcs-10314	149	1	the	the	DET
bitcs-10314	149	2	studies	study	NOUN
bitcs-10314	149	3	by	by	ADP
bitcs-10314	149	4	agustina	agustina	PROPN
bitcs-10314	149	5	(	(	PUNCT
bitcs-10314	149	6	2024	2024	NUM
bitcs-10314	149	7	)	)	PUNCT
bitcs-10314	149	8	and	and	CCONJ
bitcs-10314	149	9	alhuda	alhuda	NOUN
bitcs-10314	149	10	(	(	PUNCT
bitcs-10314	149	11	2025	2025	NUM
bitcs-10314	149	12	)	)	PUNCT
bitcs-10314	149	13	used	use	VERB
bitcs-10314	149	14	vits	vit	NOUN
bitcs-10314	149	15	with	with	ADP
bitcs-10314	149	16	a	a	DET
bitcs-10314	149	17	smaller	small	ADJ
bitcs-10314	149	18	dataset	dataset	NOUN
bitcs-10314	149	19	and	and	CCONJ
bitcs-10314	149	20	only	only	ADV
bitcs-10314	149	21	assessed	assessed	ADJ
bitcs-10314	149	22	voice	voice	NOUN
bitcs-10314	149	23	quality	quality	NOUN
bitcs-10314	149	24	through	through	ADP
bitcs-10314	149	25	mos	mos	PROPN
bitcs-10314	149	26	(	(	PUNCT
bitcs-10314	149	27	3.604	3.604	NUM
bitcs-10314	149	28	and	and	CCONJ
bitcs-10314	149	29	4.58	4.58	NUM
bitcs-10314	149	30	)	)	PUNCT
bitcs-10314	149	31	,	,	PUNCT
bitcs-10314	149	32	without	without	ADP
bitcs-10314	149	33	objective	objective	ADJ
bitcs-10314	149	34	metrics	metric	NOUN
bitcs-10314	149	35	like	like	ADP
bitcs-10314	149	36	wer	wer	NOUN
bitcs-10314	149	37	or	or	CCONJ
bitcs-10314	149	38	cer	cer	NOUN
bitcs-10314	149	39	.	.	PUNCT
bitcs-10314	150	1	meanwhile	meanwhile	ADV
bitcs-10314	150	2	,	,	PUNCT
bitcs-10314	150	3	this	this	DET
bitcs-10314	150	4	study	study	NOUN
bitcs-10314	150	5	used	use	VERB
bitcs-10314	150	6	1,000	1,000	NUM
bitcs-10314	150	7	walikan	walikan	ADJ
bitcs-10314	150	8	sentences	sentence	NOUN
bitcs-10314	150	9	and	and	CCONJ
bitcs-10314	150	10	objectively	objectively	ADV
bitcs-10314	150	11	evaluated	evaluate	VERB
bitcs-10314	150	12	them	they	PRON
bitcs-10314	150	13	using	use	VERB
bitcs-10314	150	14	wer	wer	NOUN
bitcs-10314	150	15	and	and	CCONJ
bitcs-10314	150	16	cer	cer	PROPN
bitcs-10314	150	17	.	.	PUNCT
bitcs-10314	151	1	the	the	DET
bitcs-10314	151	2	results	result	NOUN
bitcs-10314	151	3	showed	show	VERB
bitcs-10314	151	4	that	that	SCONJ
bitcs-10314	151	5	the	the	DET
bitcs-10314	151	6	synthetic	synthetic	ADJ
bitcs-10314	151	7	audio	audio	NOUN
bitcs-10314	151	8	had	have	VERB
bitcs-10314	151	9	a	a	DET
bitcs-10314	151	10	wer	wer	NOUN
bitcs-10314	151	11	of	of	ADP
bitcs-10314	151	12	0.9786	0.9786	NUM
bitcs-10314	151	13	and	and	CCONJ
bitcs-10314	151	14	a	a	DET
bitcs-10314	151	15	cer	cer	NOUN
bitcs-10314	151	16	of	of	ADP
bitcs-10314	151	17	0.9024	0.9024	NUM
bitcs-10314	151	18	,	,	PUNCT
bitcs-10314	151	19	indicating	indicate	VERB
bitcs-10314	151	20	significant	significant	ADJ
bitcs-10314	151	21	errors	error	NOUN
bitcs-10314	151	22	.	.	PUNCT
bitcs-10314	152	1	however	however	ADV
bitcs-10314	152	2	,	,	PUNCT
bitcs-10314	152	3	the	the	DET
bitcs-10314	152	4	female	female	ADJ
bitcs-10314	152	5	and	and	CCONJ
bitcs-10314	152	6	male	male	ADJ
bitcs-10314	152	7	voices	voice	NOUN
bitcs-10314	152	8	recorded	record	VERB
bitcs-10314	152	9	wers	wer	NOUN
bitcs-10314	152	10	of	of	ADP
bitcs-10314	152	11	0.5471	0.5471	NUM
bitcs-10314	152	12	and	and	CCONJ
bitcs-10314	152	13	0.6311	0.6311	NUM
bitcs-10314	152	14	,	,	PUNCT
bitcs-10314	152	15	and	and	CCONJ
bitcs-10314	152	16	cers	cer	NOUN
bitcs-10314	152	17	of	of	ADP
bitcs-10314	152	18	0.1822	0.1822	NUM
bitcs-10314	152	19	and	and	CCONJ
bitcs-10314	152	20	0.2541	0.2541	NUM
bitcs-10314	152	21	,	,	PUNCT
bitcs-10314	152	22	indicating	indicate	VERB
bitcs-10314	152	23	better	well	ADJ
bitcs-10314	152	24	asr	asr	NOUN
bitcs-10314	152	25	recognition	recognition	NOUN
bitcs-10314	152	26	of	of	ADP
bitcs-10314	152	27	human	human	ADJ
bitcs-10314	152	28	voices	voice	NOUN
bitcs-10314	152	29	.	.	PUNCT
bitcs-10314	153	1	the	the	DET
bitcs-10314	153	2	advantage	advantage	NOUN
bitcs-10314	153	3	of	of	ADP
bitcs-10314	153	4	this	this	DET
bitcs-10314	153	5	approach	approach	NOUN
bitcs-10314	153	6	lies	lie	VERB
bitcs-10314	153	7	in	in	ADP
bitcs-10314	153	8	the	the	DET
bitcs-10314	153	9	use	use	NOUN
bitcs-10314	153	10	of	of	ADP
bitcs-10314	153	11	more	more	ADJ
bitcs-10314	153	12	measurable	measurable	ADJ
bitcs-10314	153	13	objective	objective	ADJ
bitcs-10314	153	14	metrics	metric	NOUN
bitcs-10314	153	15	and	and	CCONJ
bitcs-10314	153	16	the	the	DET
bitcs-10314	153	17	hybrid	hybrid	NOUN
bitcs-10314	153	18	speecht5	speecht5	X
bitcs-10314	154	1	+	+	CCONJ
bitcs-10314	154	2	hifi	hifi	NOUN
bitcs-10314	154	3	-	-	PUNCT
bitcs-10314	154	4	gan	gin	VERB
bitcs-10314	154	5	model	model	NOUN
bitcs-10314	154	6	,	,	PUNCT
bitcs-10314	154	7	which	which	PRON
bitcs-10314	154	8	has	have	VERB
bitcs-10314	154	9	potential	potential	ADJ
bitcs-10314	154	10	,	,	PUNCT
bitcs-10314	154	11	although	although	SCONJ
bitcs-10314	154	12	it	it	PRON
bitcs-10314	154	13	still	still	ADV
bitcs-10314	154	14	requires	require	VERB
bitcs-10314	154	15	further	further	ADJ
bitcs-10314	154	16	optimization	optimization	NOUN
bitcs-10314	154	17	and	and	CCONJ
bitcs-10314	154	18	training	training	NOUN
bitcs-10314	154	19	to	to	PART
bitcs-10314	154	20	handle	handle	VERB
bitcs-10314	154	21	the	the	DET
bitcs-10314	154	22	complexity	complexity	NOUN
bitcs-10314	154	23	of	of	ADP
bitcs-10314	154	24	regional	regional	ADJ
bitcs-10314	154	25	languages	language	NOUN
bitcs-10314	154	26	and	and	CCONJ
bitcs-10314	154	27	natural	natural	ADJ
bitcs-10314	154	28	voice	voice	NOUN
bitcs-10314	154	29	variations	variation	NOUN
bitcs-10314	154	30	.	.	PUNCT
bitcs-10314	155	1	iv	iv	X
bitcs-10314	155	2	.	.	PUNCT
bitcs-10314	155	3	conclusions	conclusion	NOUN
bitcs-10314	155	4	this	this	DET
bitcs-10314	155	5	study	study	NOUN
bitcs-10314	155	6	developed	develop	VERB
bitcs-10314	155	7	a	a	DET
bitcs-10314	155	8	preliminary	preliminary	ADJ
bitcs-10314	155	9	tts	tts	NOUN
bitcs-10314	155	10	system	system	NOUN
bitcs-10314	155	11	for	for	ADP
bitcs-10314	155	12	malang	malang	PROPN
bitcs-10314	155	13	walikan	walikan	PROPN
bitcs-10314	155	14	using	use	VERB
bitcs-10314	155	15	speecht5	speecht5	PROPN
bitcs-10314	155	16	and	and	CCONJ
bitcs-10314	155	17	hifigan	hifigan	NOUN
bitcs-10314	155	18	without	without	ADP
bitcs-10314	155	19	fine	fine	ADV
bitcs-10314	155	20	-	-	PUNCT
bitcs-10314	155	21	tuning	tuning	NOUN
bitcs-10314	155	22	.	.	PUNCT
bitcs-10314	156	1	although	although	SCONJ
bitcs-10314	156	2	the	the	DET
bitcs-10314	156	3	synthesis	synthesis	NOUN
bitcs-10314	156	4	results	result	NOUN
bitcs-10314	156	5	were	be	AUX
bitcs-10314	156	6	not	not	PART
bitcs-10314	156	7	optimal	optimal	ADJ
bitcs-10314	156	8	,	,	PUNCT
bitcs-10314	156	9	the	the	DET
bitcs-10314	156	10	system	system	NOUN
bitcs-10314	156	11	demonstrated	demonstrate	VERB
bitcs-10314	156	12	basic	basic	ADJ
bitcs-10314	156	13	potential	potential	NOUN
bitcs-10314	156	14	for	for	ADP
bitcs-10314	156	15	improvement	improvement	NOUN
bitcs-10314	156	16	through	through	ADP
bitcs-10314	156	17	further	further	ADJ
bitcs-10314	156	18	training	training	NOUN
bitcs-10314	156	19	with	with	ADP
bitcs-10314	156	20	local	local	ADJ
bitcs-10314	156	21	data	datum	NOUN
bitcs-10314	156	22	.	.	PUNCT
bitcs-10314	157	1	evaluation	evaluation	NOUN
bitcs-10314	157	2	using	use	VERB
bitcs-10314	157	3	asr	asr	NOUN
bitcs-10314	157	4	-	-	PUNCT
bitcs-10314	157	5	based	base	VERB
bitcs-10314	157	6	wer	wer	NOUN
bitcs-10314	157	7	and	and	CCONJ
bitcs-10314	157	8	cer	cer	NOUN
bitcs-10314	157	9	showed	show	VERB
bitcs-10314	157	10	that	that	SCONJ
bitcs-10314	157	11	the	the	DET
bitcs-10314	157	12	synthetic	synthetic	ADJ
bitcs-10314	157	13	audio	audio	NOUN
bitcs-10314	157	14	(	(	PUNCT
bitcs-10314	157	15	speecht5	speecht5	X
bitcs-10314	157	16	+	+	CCONJ
bitcs-10314	157	17	hifi	hifi	NOUN
bitcs-10314	157	18	-	-	PUNCT
bitcs-10314	157	19	gan	gan	NOUN
bitcs-10314	157	20	)	)	PUNCT
bitcs-10314	157	21	produced	produce	VERB
bitcs-10314	157	22	a	a	DET
bitcs-10314	157	23	wer	wer	NOUN
bitcs-10314	157	24	of	of	ADP
bitcs-10314	157	25	0.9786	0.9786	NUM
bitcs-10314	157	26	and	and	CCONJ
bitcs-10314	157	27	a	a	DET
bitcs-10314	157	28	cer	cer	NOUN
bitcs-10314	157	29	of	of	ADP
bitcs-10314	157	30	0.9024	0.9024	NUM
bitcs-10314	157	31	,	,	PUNCT
bitcs-10314	157	32	indicating	indicate	VERB
bitcs-10314	157	33	a	a	DET
bitcs-10314	157	34	very	very	ADV
bitcs-10314	157	35	high	high	ADJ
bitcs-10314	157	36	error	error	NOUN
bitcs-10314	157	37	rate	rate	NOUN
bitcs-10314	157	38	.	.	PUNCT
bitcs-10314	158	1	audio	audio	NOUN
bitcs-10314	158	2	from	from	ADP
bitcs-10314	158	3	a	a	DET
bitcs-10314	158	4	female	female	ADJ
bitcs-10314	158	5	voice	voice	NOUN
bitcs-10314	158	6	had	have	VERB
bitcs-10314	158	7	a	a	DET
bitcs-10314	158	8	wer	wer	NOUN
bitcs-10314	158	9	of	of	ADP
bitcs-10314	158	10	0.5471	0.5471	NUM
bitcs-10314	158	11	and	and	CCONJ
bitcs-10314	158	12	a	a	DET
bitcs-10314	158	13	cer	cer	NOUN
bitcs-10314	158	14	of	of	ADP
bitcs-10314	158	15	0.1822	0.1822	NUM
bitcs-10314	158	16	,	,	PUNCT
bitcs-10314	158	17	while	while	SCONJ
bitcs-10314	158	18	audio	audio	NOUN
bitcs-10314	158	19	from	from	ADP
bitcs-10314	158	20	a	a	DET
bitcs-10314	158	21	male	male	ADJ
bitcs-10314	158	22	voice	voice	NOUN
bitcs-10314	158	23	recorded	record	VERB
bitcs-10314	158	24	a	a	DET
bitcs-10314	158	25	wer	wer	NOUN
bitcs-10314	158	26	of	of	ADP
bitcs-10314	158	27	0.631	0.631	NUM
bitcs-10314	158	28	and	and	CCONJ
bitcs-10314	158	29	a	a	DET
bitcs-10314	158	30	cer	cer	NOUN
bitcs-10314	158	31	of	of	ADP
bitcs-10314	158	32	0.2541	0.2541	NUM
bitcs-10314	158	33	.	.	PUNCT
bitcs-10314	159	1	these	these	DET
bitcs-10314	159	2	differences	difference	NOUN
bitcs-10314	159	3	indicate	indicate	VERB
bitcs-10314	159	4	that	that	SCONJ
bitcs-10314	159	5	voice	voice	NOUN
bitcs-10314	159	6	characteristics	characteristic	NOUN
bitcs-10314	159	7	significantly	significantly	ADV
bitcs-10314	159	8	impact	impact	VERB
bitcs-10314	159	9	system	system	NOUN
bitcs-10314	159	10	performance	performance	NOUN
bitcs-10314	159	11	.	.	PUNCT
bitcs-10314	160	1	the	the	DET
bitcs-10314	160	2	system	system	NOUN
bitcs-10314	160	3	was	be	AUX
bitcs-10314	160	4	unable	unable	ADJ
bitcs-10314	160	5	to	to	PART
bitcs-10314	160	6	replicate	replicate	VERB
bitcs-10314	160	7	the	the	DET
bitcs-10314	160	8	speaker	speaker	NOUN
bitcs-10314	160	9	's	's	PART
bitcs-10314	160	10	voice	voice	NOUN
bitcs-10314	160	11	characteristics	characteristic	NOUN
bitcs-10314	160	12	,	,	PUNCT
bitcs-10314	160	13	such	such	ADJ
bitcs-10314	160	14	as	as	ADP
bitcs-10314	160	15	intonation	intonation	NOUN
bitcs-10314	160	16	and	and	CCONJ
bitcs-10314	160	17	clarity	clarity	NOUN
bitcs-10314	160	18	of	of	ADP
bitcs-10314	160	19	pronunciation	pronunciation	NOUN
bitcs-10314	160	20	,	,	PUNCT
bitcs-10314	160	21	likely	likely	ADJ
bitcs-10314	160	22	due	due	ADP
bitcs-10314	160	23	to	to	ADP
bitcs-10314	160	24	the	the	DET
bitcs-10314	160	25	lack	lack	NOUN
bitcs-10314	160	26	of	of	ADP
bitcs-10314	160	27	fine	fine	ADJ
bitcs-10314	160	28	-	-	PUNCT
bitcs-10314	160	29	tuning	tuning	NOUN
bitcs-10314	160	30	and	and	CCONJ
bitcs-10314	160	31	a	a	DET
bitcs-10314	160	32	lack	lack	NOUN
bitcs-10314	160	33	of	of	ADP
bitcs-10314	160	34	adaptation	adaptation	NOUN
bitcs-10314	160	35	to	to	ADP
bitcs-10314	160	36	the	the	DET
bitcs-10314	160	37	unique	unique	ADJ
bitcs-10314	160	38	structure	structure	NOUN
bitcs-10314	160	39	of	of	ADP
bitcs-10314	160	40	walikan	walikan	PROPN
bitcs-10314	160	41	.	.	PUNCT
bitcs-10314	161	1	however	however	ADV
bitcs-10314	161	2	,	,	PUNCT
bitcs-10314	161	3	the	the	DET
bitcs-10314	161	4	pronunciation	pronunciation	NOUN
bitcs-10314	161	5	of	of	ADP
bitcs-10314	161	6	some	some	DET
bitcs-10314	161	7	words	word	NOUN
bitcs-10314	161	8	was	be	AUX
bitcs-10314	161	9	quite	quite	ADV
bitcs-10314	161	10	accurate	accurate	ADJ
bitcs-10314	161	11	,	,	PUNCT
bitcs-10314	161	12	indicating	indicate	VERB
bitcs-10314	161	13	potential	potential	NOUN
bitcs-10314	161	14	for	for	ADP
bitcs-10314	161	15	further	further	ADJ
bitcs-10314	161	16	development.this	development.this	PRON
bitcs-10314	161	17	research	research	NOUN
bitcs-10314	161	18	is	be	AUX
bitcs-10314	161	19	an	an	DET
bitcs-10314	161	20	initial	initial	ADJ
bitcs-10314	161	21	contribution	contribution	NOUN
bitcs-10314	161	22	to	to	ADP
bitcs-10314	161	23	the	the	DET
bitcs-10314	161	24	development	development	NOUN
bitcs-10314	161	25	of	of	ADP
bitcs-10314	161	26	tts	tts	PROPN
bitcs-10314	161	27	for	for	ADP
bitcs-10314	161	28	undocumented	undocumented	ADJ
bitcs-10314	161	29	regional	regional	ADJ
bitcs-10314	161	30	languages	language	NOUN
bitcs-10314	161	31	,	,	PUNCT
bitcs-10314	161	32	and	and	CCONJ
bitcs-10314	161	33	emphasizes	emphasize	VERB
bitcs-10314	161	34	the	the	DET
bitcs-10314	161	35	importance	importance	NOUN
bitcs-10314	161	36	of	of	ADP
bitcs-10314	161	37	adapting	adapt	VERB
bitcs-10314	161	38	models	model	NOUN
bitcs-10314	161	39	to	to	ADP
bitcs-10314	161	40	local	local	ADJ
bitcs-10314	161	41	contexts	context	NOUN
bitcs-10314	161	42	for	for	ADP
bitcs-10314	161	43	more	more	ADV
bitcs-10314	161	44	accurate	accurate	ADJ
bitcs-10314	161	45	and	and	CCONJ
bitcs-10314	161	46	natural	natural	ADJ
bitcs-10314	161	47	results	result	NOUN
bitcs-10314	161	48	.	.	PUNCT
bitcs-10314	162	1	vol	vol	NOUN
bitcs-10314	162	2	.	.	PROPN
bitcs-10314	163	1	6	6	NUM
bitcs-10314	163	2	,	,	PUNCT
bitcs-10314	163	3	no.2	no.2	PROPN
bitcs-10314	163	4	,	,	PUNCT
bitcs-10314	163	5	july	july	PROPN
bitcs-10314	163	6	2025	2025	NUM
bitcs-10314	164	1	|	|	ADV
bitcs-10314	164	2	65	65	NUM
bitcs-10314	164	3	references	reference	NOUN
bitcs-10314	164	4	[	[	X
bitcs-10314	164	5	1	1	NUM
bitcs-10314	164	6	]	]	PUNCT
bitcs-10314	164	7	j.	j.	PROPN
bitcs-10314	164	8	lehečka	lehečka	PROPN
bitcs-10314	164	9	,	,	PUNCT
bitcs-10314	164	10	z.	z.	PROPN
bitcs-10314	164	11	hanzlíček	hanzlíček	PROPN
bitcs-10314	164	12	,	,	PUNCT
bitcs-10314	164	13	j.	j.	PROPN
bitcs-10314	164	14	matoušek	matoušek	PROPN
bitcs-10314	164	15	,	,	PUNCT
bitcs-10314	164	16	and	and	CCONJ
bitcs-10314	164	17	d.	d.	PROPN
bitcs-10314	164	18	tihelka	tihelka	PROPN
bitcs-10314	164	19	,	,	PUNCT
bitcs-10314	164	20	“	"	PUNCT
bitcs-10314	164	21	zero	zero	NUM
bitcs-10314	164	22	-	-	PUNCT
bitcs-10314	164	23	shot	shot	NOUN
bitcs-10314	164	24	vs.	vs.	CCONJ
bitcs-10314	164	25	few	few	ADJ
bitcs-10314	164	26	-	-	PUNCT
bitcs-10314	164	27	shot	shot	NOUN
bitcs-10314	164	28	multi	multi	ADJ
bitcs-10314	164	29	-	-	ADJ
bitcs-10314	164	30	speaker	speaker	NOUN
bitcs-10314	164	31	tts	tts	PROPN
bitcs-10314	164	32	using	use	VERB
bitcs-10314	164	33	pre	pre	ADJ
bitcs-10314	164	34	-	-	ADJ
bitcs-10314	164	35	trained	train	VERB
bitcs-10314	164	36	czech	czech	PROPN
bitcs-10314	164	37	speecht5	speecht5	PROPN
bitcs-10314	164	38	model	model	PROPN
bitcs-10314	164	39	,	,	PUNCT
bitcs-10314	164	40	”	"	PUNCT
bitcs-10314	164	41	pp	pp	ADV
bitcs-10314	164	42	.	.	PUNCT
bitcs-10314	165	1	46–57	46–57	NUM
bitcs-10314	165	2	,	,	PUNCT
bitcs-10314	165	3	2024	2024	NUM
bitcs-10314	165	4	,	,	PUNCT
bitcs-10314	165	5	doi	doi	NOUN
bitcs-10314	165	6	:	:	PUNCT
bitcs-10314	165	7	10.1007/978	10.1007/978	NUM
bitcs-10314	165	8	-	-	SYM
bitcs-10314	165	9	3	3	NUM
bitcs-10314	165	10	-	-	PUNCT
bitcs-10314	165	11	03170566	03170566	NUM
bitcs-10314	165	12	-	-	PUNCT
bitcs-10314	165	13	3_5	3_5	NUM
bitcs-10314	165	14	.	.	PUNCT
bitcs-10314	166	1	[	[	X
bitcs-10314	166	2	2	2	X
bitcs-10314	166	3	]	]	PUNCT
bitcs-10314	166	4	h.	h.	PROPN
bitcs-10314	166	5	wang	wang	PROPN
bitcs-10314	166	6	,	,	PUNCT
bitcs-10314	166	7	“	"	PUNCT
bitcs-10314	166	8	understanding	understand	VERB
bitcs-10314	166	9	zero	zero	NUM
bitcs-10314	166	10	-	-	PUNCT
bitcs-10314	166	11	shot	shoot	VERB
bitcs-10314	166	12	rare	rare	ADJ
bitcs-10314	166	13	word	word	NOUN
bitcs-10314	166	14	recognition	recognition	NOUN
bitcs-10314	166	15	improvements	improvement	NOUN
bitcs-10314	166	16	through	through	ADP
bitcs-10314	166	17	llm	llm	PROPN
bitcs-10314	166	18	integration	integration	NOUN
bitcs-10314	166	19	,	,	PUNCT
bitcs-10314	166	20	”	"	PUNCT
bitcs-10314	166	21	2025	2025	NUM
bitcs-10314	166	22	,	,	PUNCT
bitcs-10314	166	23	[	[	X
bitcs-10314	166	24	online	online	X
bitcs-10314	166	25	]	]	X
bitcs-10314	166	26	.	.	PUNCT
bitcs-10314	167	1	available	available	ADJ
bitcs-10314	167	2	:	:	PUNCT
bitcs-10314	167	3	http://arxiv.org/abs/2502.16142	http://arxiv.org/abs/2502.16142	NOUN
bitcs-10314	167	4	[	[	X
bitcs-10314	167	5	3	3	NUM
bitcs-10314	167	6	]	]	PUNCT
bitcs-10314	167	7	a.	a.	NOUN
bitcs-10314	167	8	kirkland	kirkland	PROPN
bitcs-10314	167	9	,	,	PUNCT
bitcs-10314	167	10	s.	s.	PROPN
bitcs-10314	167	11	mehta	mehta	PROPN
bitcs-10314	167	12	,	,	PUNCT
bitcs-10314	167	13	h.	h.	PROPN
bitcs-10314	167	14	lameris	lameris	PROPN
bitcs-10314	167	15	,	,	PUNCT
bitcs-10314	167	16	g.	g.	PROPN
bitcs-10314	167	17	e.	e.	PROPN
bitcs-10314	167	18	henter	henter	PROPN
bitcs-10314	167	19	,	,	PUNCT
bitcs-10314	168	1	e.	e.	PROPN
bitcs-10314	168	2	szekely	szekely	ADV
bitcs-10314	168	3	,	,	PUNCT
bitcs-10314	168	4	and	and	CCONJ
bitcs-10314	168	5	j.	j.	PROPN
bitcs-10314	168	6	gustafson	gustafson	PROPN
bitcs-10314	168	7	,	,	PUNCT
bitcs-10314	168	8	“	"	PUNCT
bitcs-10314	168	9	stuck	stick	VERB
bitcs-10314	168	10	in	in	ADP
bitcs-10314	168	11	the	the	DET
bitcs-10314	168	12	mos	mos	NOUN
bitcs-10314	168	13	pit	pit	NOUN
bitcs-10314	168	14	:	:	PUNCT
bitcs-10314	168	15	a	a	DET
bitcs-10314	168	16	critical	critical	ADJ
bitcs-10314	168	17	analysis	analysis	NOUN
bitcs-10314	168	18	of	of	ADP
bitcs-10314	168	19	mos	mos	PROPN
bitcs-10314	168	20	test	test	NOUN
bitcs-10314	168	21	methodology	methodology	NOUN
bitcs-10314	168	22	in	in	ADP
bitcs-10314	168	23	tts	tts	PROPN
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bitcs-10314	168	25	,	,	PUNCT
bitcs-10314	168	26	”	"	PUNCT
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bitcs-10314	169	2	,	,	PUNCT
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bitcs-10314	170	4	,	,	PUNCT
bitcs-10314	170	5	2023	2023	NUM
bitcs-10314	170	6	,	,	PUNCT
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bitcs-10314	171	1	[	[	X
bitcs-10314	171	2	4	4	X
bitcs-10314	171	3	]	]	PUNCT
bitcs-10314	171	4	j.	j.	PROPN
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bitcs-10314	171	9	,	,	PUNCT
bitcs-10314	171	10	“	"	PUNCT
bitcs-10314	171	11	speecht5	speecht5	X
bitcs-10314	171	12	:	:	PUNCT
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bitcs-10314	171	14	-	-	PUNCT
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bitcs-10314	171	22	for	for	ADP
bitcs-10314	171	23	spoken	spoken	ADJ
bitcs-10314	171	24	language	language	NOUN
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bitcs-10314	171	26	,	,	PUNCT
bitcs-10314	171	27	”	"	PUNCT
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bitcs-10314	172	1	[	[	X
bitcs-10314	172	2	online	online	X
bitcs-10314	172	3	]	]	X
bitcs-10314	172	4	.	.	PUNCT
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bitcs-10314	173	2	:	:	PUNCT
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bitcs-10314	173	18	hifi	hifi	NOUN
bitcs-10314	173	19	-	-	PUNCT
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bitcs-10314	173	21	:	:	PUNCT
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bitcs-10314	173	25	for	for	ADP
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bitcs-10314	173	27	and	and	CCONJ
bitcs-10314	173	28	high	high	ADJ
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bitcs-10314	173	30	speech	speech	NOUN
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bitcs-10314	173	32	,	,	PUNCT
bitcs-10314	173	33	”	"	PUNCT
bitcs-10314	173	34	oct	oct	PROPN
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bitcs-10314	173	37	,	,	PUNCT
bitcs-10314	174	1	[	[	X
bitcs-10314	174	2	online	online	X
bitcs-10314	174	3	]	]	X
bitcs-10314	174	4	.	.	PUNCT
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bitcs-10314	175	2	:	:	PUNCT
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bitcs-10314	176	3	]	]	PUNCT
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bitcs-10314	176	15	hifi	hifi	PROPN
bitcs-10314	176	16	-	-	PUNCT
bitcs-10314	176	17	gan	gan	ADJ
bitcs-10314	176	18	:	:	PUNCT
bitcs-10314	176	19	high	high	ADJ
bitcs-10314	176	20	-	-	PUNCT
bitcs-10314	176	21	fidelity	fidelity	NOUN
bitcs-10314	176	22	denoising	denoising	NOUN
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bitcs-10314	176	29	features	feature	NOUN
bitcs-10314	176	30	in	in	ADP
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bitcs-10314	176	33	,	,	PUNCT
bitcs-10314	176	34	”	"	PUNCT
bitcs-10314	176	35	jun	jun	PROPN
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bitcs-10314	176	38	,	,	PUNCT
bitcs-10314	177	1	[	[	X
bitcs-10314	177	2	online	online	X
bitcs-10314	177	3	]	]	X
bitcs-10314	177	4	.	.	PUNCT
bitcs-10314	178	1	available	available	ADJ
bitcs-10314	178	2	:	:	PUNCT
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bitcs-10314	179	1	[	[	X
bitcs-10314	179	2	7	7	X
bitcs-10314	179	3	]	]	PUNCT
bitcs-10314	179	4	z.	z.	PROPN
bitcs-10314	179	5	qiu	qiu	PROPN
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bitcs-10314	179	7	j.	j.	PROPN
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bitcs-10314	179	9	,	,	PUNCT
bitcs-10314	179	10	y.	y.	PROPN
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bitcs-10314	179	12	,	,	PUNCT
bitcs-10314	179	13	j.	j.	PROPN
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bitcs-10314	179	15	,	,	PUNCT
bitcs-10314	179	16	and	and	CCONJ
bitcs-10314	179	17	x.	x.	PROPN
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bitcs-10314	179	19	,	,	PUNCT
bitcs-10314	179	20	“	"	PUNCT
bitcs-10314	179	21	a	a	DET
bitcs-10314	179	22	voice	voice	NOUN
bitcs-10314	179	23	cloning	cloning	NOUN
bitcs-10314	179	24	method	method	NOUN
bitcs-10314	179	25	based	base	VERB
bitcs-10314	179	26	on	on	ADP
bitcs-10314	179	27	the	the	DET
bitcs-10314	179	28	improved	improve	VERB
bitcs-10314	179	29	hifi	hifi	NOUN
bitcs-10314	179	30	-	-	PUNCT
bitcs-10314	179	31	gan	gin	VERB
bitcs-10314	179	32	model	model	NOUN
bitcs-10314	179	33	,	,	PUNCT
bitcs-10314	179	34	”	"	PUNCT
bitcs-10314	179	35	comput	comput	PROPN
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bitcs-10314	179	38	,	,	PUNCT
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bitcs-10314	179	42	,	,	PUNCT
bitcs-10314	179	43	2022	2022	NUM
bitcs-10314	179	44	,	,	PUNCT
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bitcs-10314	179	46	:	:	PUNCT
bitcs-10314	179	47	10.1155/2022/6707304	10.1155/2022/6707304	NUM
bitcs-10314	179	48	.	.	PUNCT
bitcs-10314	180	1	[	[	X
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bitcs-10314	180	3	]	]	X
bitcs-10314	180	4	d.	d.	PROPN
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bitcs-10314	180	7	s.	s.	PROPN
bitcs-10314	180	8	jung	jung	PROPN
bitcs-10314	180	9	,	,	PUNCT
bitcs-10314	180	10	and	and	CCONJ
bitcs-10314	180	11	e.	e.	PROPN
bitcs-10314	180	12	kim	kim	PROPN
bitcs-10314	180	13	,	,	PUNCT
bitcs-10314	180	14	“	"	PUNCT
bitcs-10314	180	15	jets	jet	NOUN
bitcs-10314	180	16	:	:	PUNCT
bitcs-10314	180	17	jointly	jointly	ADV
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bitcs-10314	180	20	and	and	CCONJ
bitcs-10314	180	21	hifi	hifi	PROPN
bitcs-10314	180	22	-	-	PUNCT
bitcs-10314	180	23	gan	gan	NOUN
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bitcs-10314	180	27	end	end	VERB
bitcs-10314	180	28	text	text	NOUN
bitcs-10314	180	29	to	to	ADP
bitcs-10314	180	30	speech	speech	NOUN
bitcs-10314	180	31	,	,	PUNCT
bitcs-10314	180	32	”	"	PUNCT
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bitcs-10314	180	38	of	of	ADP
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bitcs-10314	180	40	international	international	ADJ
bitcs-10314	180	41	speech	speech	NOUN
bitcs-10314	180	42	communication	communication	NOUN
bitcs-10314	180	43	association	association	NOUN
bitcs-10314	180	44	,	,	PUNCT
bitcs-10314	180	45	interspeech	interspeech	NOUN
bitcs-10314	180	46	,	,	PUNCT
bitcs-10314	180	47	vol	vol	NOUN
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bitcs-10314	180	49	2022	2022	NUM
bitcs-10314	180	50	-	-	PUNCT
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bitcs-10314	180	52	,	,	PUNCT
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bitcs-10314	180	54	.	.	PUNCT
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bitcs-10314	181	2	,	,	PUNCT
bitcs-10314	181	3	2022	2022	NUM
bitcs-10314	181	4	,	,	PUNCT
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bitcs-10314	181	8	/	/	SYM
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bitcs-10314	181	10	-	-	PUNCT
bitcs-10314	181	11	10294	10294	NUM
bitcs-10314	181	12	.	.	PUNCT
bitcs-10314	182	1	[	[	X
bitcs-10314	182	2	9	9	NUM
bitcs-10314	182	3	]	]	PUNCT
bitcs-10314	182	4	a.	a.	NOUN
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bitcs-10314	182	7	s.	s.	PROPN
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bitcs-10314	182	10	“	"	PUNCT
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bitcs-10314	182	13	rate	rate	NOUN
bitcs-10314	182	14	estimation	estimation	NOUN
bitcs-10314	182	15	without	without	ADP
bitcs-10314	182	16	asr	asr	PROPN
bitcs-10314	182	17	output	output	NOUN
bitcs-10314	182	18	:	:	PUNCT
bitcs-10314	182	19	e	e	X
bitcs-10314	182	20	-	-	PUNCT
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bitcs-10314	182	22	,	,	PUNCT
bitcs-10314	182	23	”	"	PUNCT
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bitcs-10314	182	28	conference	conference	NOUN
bitcs-10314	182	29	of	of	ADP
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bitcs-10314	182	32	speech	speech	NOUN
bitcs-10314	182	33	communication	communication	NOUN
bitcs-10314	182	34	association	association	NOUN
bitcs-10314	182	35	,	,	PUNCT
bitcs-10314	182	36	interspeech	interspeech	NOUN
bitcs-10314	182	37	,	,	PUNCT
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bitcs-10314	182	39	.	.	PUNCT
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bitcs-10314	183	2	-	-	PUNCT
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bitcs-10314	183	4	,	,	PUNCT
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bitcs-10314	184	2	,	,	PUNCT
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bitcs-10314	184	4	,	,	PUNCT
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bitcs-10314	184	10	-	-	PUNCT
bitcs-10314	184	11	2357	2357	NUM
bitcs-10314	184	12	.	.	PUNCT
bitcs-10314	185	1	[	[	X
bitcs-10314	185	2	10	10	NUM
bitcs-10314	185	3	]	]	PUNCT
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bitcs-10314	185	9	,	,	PUNCT
bitcs-10314	185	10	“	"	PUNCT
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bitcs-10314	185	12	error	error	NOUN
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bitcs-10314	185	14	estimation	estimation	NOUN
bitcs-10314	185	15	for	for	ADP
bitcs-10314	185	16	speech	speech	NOUN
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bitcs-10314	185	18	:	:	PUNCT
bitcs-10314	185	19	e	e	X
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bitcs-10314	185	22	,	,	PUNCT
bitcs-10314	185	23	”	"	PUNCT
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bitcs-10314	185	25	.	.	PROPN
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bitcs-10314	185	27	.	.	PUNCT
bitcs-10314	186	1	[	[	X
bitcs-10314	186	2	online	online	X
bitcs-10314	186	3	]	]	X
bitcs-10314	186	4	.	.	PUNCT
bitcs-10314	187	1	available	available	ADJ
bitcs-10314	187	2	:	:	PUNCT
bitcs-10314	187	3	https://github.com/qcri/e-wer	https://github.com/qcri/e-wer	PRON
bitcs-10314	188	1	[	[	X
bitcs-10314	188	2	11	11	NUM
bitcs-10314	188	3	]	]	PUNCT
bitcs-10314	188	4	i.	i.	PROPN
bitcs-10314	188	5	kottayam	kottayam	PROPN
bitcs-10314	188	6	and	and	CCONJ
bitcs-10314	188	7	j.	j.	PROPN
bitcs-10314	188	8	james	james	PROPN
bitcs-10314	188	9	,	,	PUNCT
bitcs-10314	188	10	“	"	PUNCT
bitcs-10314	188	11	advocating	advocate	VERB
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bitcs-10314	188	22	.	.	PUNCT
bitcs-10314	189	1	[	[	X
bitcs-10314	189	2	12	12	NUM
bitcs-10314	189	3	]	]	X
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bitcs-10314	189	6	,	,	PUNCT
bitcs-10314	189	7	“	"	PUNCT
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bitcs-10314	189	9	teknologi	teknologi	PROPN
bitcs-10314	189	10	text	text	NOUN
bitcs-10314	189	11	to	to	ADP
bitcs-10314	189	12	speech	speech	NOUN
bitcs-10314	189	13	bahasa	bahasa	PROPN
bitcs-10314	189	14	banjar	banjar	PROPN
bitcs-10314	189	15	menggunakan	menggunakan	PROPN
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bitcs-10314	189	17	vits	vit	NOUN
bitcs-10314	189	18	,	,	PUNCT
bitcs-10314	189	19	”	"	PUNCT
bitcs-10314	189	20	(	(	PUNCT
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bitcs-10314	189	23	,	,	PUNCT
bitcs-10314	189	24	universitas	universita	NOUN
bitcs-10314	189	25	islam	islam	PROPN
bitcs-10314	189	26	negeri	negeri	PROPN
bitcs-10314	189	27	sultan	sultan	PROPN
bitcs-10314	189	28	syarif	syarif	PROPN
bitcs-10314	189	29	kasim	kasim	PROPN
bitcs-10314	189	30	riau	riau	PROPN
bitcs-10314	189	31	)	)	PUNCT
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bitcs-10314	190	1	[	[	X
bitcs-10314	190	2	13	13	NUM
bitcs-10314	190	3	]	]	PUNCT
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bitcs-10314	190	7	,	,	PUNCT
bitcs-10314	190	8	“	"	PUNCT
bitcs-10314	190	9	text	text	NOUN
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bitcs-10314	190	11	speech	speech	NOUN
bitcs-10314	190	12	bahasa	bahasa	PROPN
bitcs-10314	190	13	palembang	palembang	PROPN
bitcs-10314	190	14	menggunakan	menggunakan	PROPN
bitcs-10314	190	15	metode	metode	PROPN
bitcs-10314	190	16	vits	vit	NOUN
bitcs-10314	190	17	,	,	PUNCT
bitcs-10314	190	18	”	"	PUNCT
bitcs-10314	190	19	(	(	PUNCT
bitcs-10314	190	20	doctoral	doctoral	ADJ
bitcs-10314	190	21	dissertation	dissertation	NOUN
bitcs-10314	190	22	,	,	PUNCT
bitcs-10314	190	23	universitas	universita	NOUN
bitcs-10314	190	24	islam	islam	PROPN
bitcs-10314	190	25	negeri	negeri	PROPN
bitcs-10314	190	26	sultan	sultan	PROPN
bitcs-10314	190	27	syarif	syarif	PROPN
bitcs-10314	190	28	kasim	kasim	PROPN
bitcs-10314	190	29	riau	riau	PROPN
bitcs-10314	190	30	)	)	PUNCT
bitcs-10314	190	31	.	.	PUNCT
bitcs-10314	190	32	,	,	PUNCT
bitcs-10314	190	33	2025	2025	NUM
bitcs-10314	190	34	.	.	PUNCT