id	sid	tid	token	lemma	pos
ajrhss-3095	1	1	american	american	PROPN
ajrhss-3095	1	2	journal	journal	PROPN
ajrhss-3095	1	3	of	of	ADP
ajrhss-3095	1	4	research	research	NOUN
ajrhss-3095	1	5	in	in	ADP
ajrhss-3095	1	6	humanities	humanity	NOUN
ajrhss-3095	1	7	and	and	CCONJ
ajrhss-3095	1	8	social	social	ADJ
ajrhss-3095	1	9	sciences	science	NOUN
ajrhss-3095	1	10	issn	issn	PROPN
ajrhss-3095	1	11	(	(	PUNCT
ajrhss-3095	1	12	e	e	NOUN
ajrhss-3095	1	13	):	):	PUNCT
ajrhss-3095	1	14	2832	2832	NUM
ajrhss-3095	1	15	-	-	SYM
ajrhss-3095	1	16	8019	8019	NUM
ajrhss-3095	1	17	volume	volume	NOUN
ajrhss-3095	1	18	40	40	NUM
ajrhss-3095	1	19	,	,	PUNCT
ajrhss-3095	1	20	|	|	ADV
ajrhss-3095	1	21	september	september	PROPN
ajrhss-3095	1	22	2025	2025	NUM
ajrhss-3095	1	23	p	p	NOUN
ajrhss-3095	1	24	a	a	DET
ajrhss-3095	1	25	g	g	NOUN
ajrhss-3095	1	26	e	e	NOUN
ajrhss-3095	1	27	|	|	ADV
ajrhss-3095	1	28	5	5	NUM
ajrhss-3095	1	29	www.americanjournal.org	www.americanjournal.org	NOUN
ajrhss-3095	1	30	evaluation	evaluation	NOUN
ajrhss-3095	1	31	suite	suite	NOUN
ajrhss-3095	1	32	for	for	ADP
ajrhss-3095	1	33	uzbek	uzbek	ADJ
ajrhss-3095	1	34	speech	speech	NOUN
ajrhss-3095	1	35	and	and	CCONJ
ajrhss-3095	1	36	bilingual	bilingual	ADJ
ajrhss-3095	1	37	translation	translation	NOUN
ajrhss-3095	1	38	at	at	ADP
ajrhss-3095	1	39	scale	scale	NOUN
ajrhss-3095	1	40	sukhrob	sukhrob	NOUN
ajrhss-3095	2	1	avezov	avezov	PROPN
ajrhss-3095	2	2	sobirovich	sobirovich	PROPN
ajrhss-3095	2	3	phd	phd	PROPN
ajrhss-3095	2	4	,	,	PUNCT
ajrhss-3095	2	5	lecturer	lecturer	NOUN
ajrhss-3095	2	6	in	in	ADP
ajrhss-3095	2	7	the	the	DET
ajrhss-3095	2	8	department	department	NOUN
ajrhss-3095	2	9	of	of	ADP
ajrhss-3095	2	10	russian	russian	ADJ
ajrhss-3095	2	11	language	language	NOUN
ajrhss-3095	2	12	and	and	CCONJ
ajrhss-3095	2	13	literature	literature	NOUN
ajrhss-3095	2	14	bukhara	bukhara	PROPN
ajrhss-3095	2	15	state	state	PROPN
ajrhss-3095	2	16	university	university	PROPN
ajrhss-3095	2	17	senigama1990@mail.ru	senigama1990@mail.ru	VERB
ajrhss-3095	2	18	a	a	DET
ajrhss-3095	2	19	b	b	PROPN
ajrhss-3095	2	20	s	s	ADP
ajrhss-3095	2	21	t	t	PROPN
ajrhss-3095	2	22	r	r	NOUN
ajrhss-3095	2	23	a	a	DET
ajrhss-3095	2	24	c	c	NOUN
ajrhss-3095	2	25	t	t	NOUN
ajrhss-3095	2	26	k	k	X
ajrhss-3095	2	27	e	e	PROPN
ajrhss-3095	2	28	y	y	PROPN
ajrhss-3095	2	29	w	w	NOUN
ajrhss-3095	2	30	o	o	NOUN
ajrhss-3095	2	31	r	r	NOUN
ajrhss-3095	2	32	d	d	X
ajrhss-3095	2	33	s	s	AUX
ajrhss-3095	2	34	in	in	ADP
ajrhss-3095	2	35	this	this	DET
ajrhss-3095	2	36	article	article	NOUN
ajrhss-3095	2	37	we	we	PRON
ajrhss-3095	2	38	present	present	VERB
ajrhss-3095	2	39	a	a	DET
ajrhss-3095	2	40	reproducible	reproducible	ADJ
ajrhss-3095	2	41	evaluation	evaluation	NOUN
ajrhss-3095	2	42	suite	suite	NOUN
ajrhss-3095	2	43	for	for	ADP
ajrhss-3095	2	44	uzbek	uzbek	ADJ
ajrhss-3095	2	45	speech	speech	NOUN
ajrhss-3095	2	46	and	and	CCONJ
ajrhss-3095	2	47	bilingual	bilingual	ADJ
ajrhss-3095	2	48	translation	translation	NOUN
ajrhss-3095	2	49	at	at	ADP
ajrhss-3095	2	50	scale	scale	NOUN
ajrhss-3095	2	51	.	.	PUNCT
ajrhss-3095	3	1	it	it	PRON
ajrhss-3095	3	2	unifies	unify	VERB
ajrhss-3095	3	3	asr	asr	PROPN
ajrhss-3095	3	4	,	,	PUNCT
ajrhss-3095	3	5	tts	tts	PROPN
ajrhss-3095	3	6	,	,	PUNCT
ajrhss-3095	3	7	mt	mt	PROPN
ajrhss-3095	3	8	,	,	PUNCT
ajrhss-3095	3	9	and	and	CCONJ
ajrhss-3095	3	10	speech	speech	NOUN
ajrhss-3095	3	11	-	-	PUNCT
ajrhss-3095	3	12	to	to	ADP
ajrhss-3095	3	13	-	-	PUNCT
ajrhss-3095	3	14	text	text	NOUN
ajrhss-3095	3	15	evaluation	evaluation	NOUN
ajrhss-3095	3	16	across	across	ADP
ajrhss-3095	3	17	latin	latin	PROPN
ajrhss-3095	3	18	/	/	SYM
ajrhss-3095	3	19	cyrillic	cyrillic	PROPN
ajrhss-3095	3	20	scripts	script	NOUN
ajrhss-3095	3	21	,	,	PUNCT
ajrhss-3095	3	22	dialectal	dialectal	ADJ
ajrhss-3095	3	23	variation	variation	NOUN
ajrhss-3095	3	24	,	,	PUNCT
ajrhss-3095	3	25	and	and	CCONJ
ajrhss-3095	3	26	code	code	NOUN
ajrhss-3095	3	27	-	-	PUNCT
ajrhss-3095	3	28	switching	switching	NOUN
ajrhss-3095	3	29	.	.	PUNCT
ajrhss-3095	4	1	we	we	PRON
ajrhss-3095	4	2	provide	provide	VERB
ajrhss-3095	4	3	task	task	NOUN
ajrhss-3095	4	4	-	-	PUNCT
ajrhss-3095	4	5	specific	specific	ADJ
ajrhss-3095	4	6	metrics	metric	NOUN
ajrhss-3095	4	7	,	,	PUNCT
ajrhss-3095	4	8	error	error	NOUN
ajrhss-3095	4	9	taxonomies	taxonomy	NOUN
ajrhss-3095	4	10	and	and	CCONJ
ajrhss-3095	4	11	human	human	ADJ
ajrhss-3095	4	12	protocols	protocol	NOUN
ajrhss-3095	4	13	,	,	PUNCT
ajrhss-3095	4	14	and	and	CCONJ
ajrhss-3095	4	15	we	we	PRON
ajrhss-3095	4	16	report	report	VERB
ajrhss-3095	4	17	baseline	baseline	NOUN
ajrhss-3095	4	18	scores	score	NOUN
ajrhss-3095	4	19	and	and	CCONJ
ajrhss-3095	4	20	reliability	reliability	NOUN
ajrhss-3095	4	21	to	to	PART
ajrhss-3095	4	22	support	support	VERB
ajrhss-3095	4	23	fair	fair	ADJ
ajrhss-3095	4	24	,	,	PUNCT
ajrhss-3095	4	25	longitudinal	longitudinal	ADJ
ajrhss-3095	4	26	benchmarking	benchmarking	NOUN
ajrhss-3095	4	27	.	.	PUNCT
ajrhss-3095	5	1	uzbek	uzbek	PROPN
ajrhss-3095	5	2	asr	asr	PROPN
ajrhss-3095	5	3	,	,	PUNCT
ajrhss-3095	5	4	bilingual	bilingual	ADJ
ajrhss-3095	5	5	translation	translation	NOUN
ajrhss-3095	5	6	,	,	PUNCT
ajrhss-3095	5	7	evaluation	evaluation	NOUN
ajrhss-3095	5	8	metrics	metric	NOUN
ajrhss-3095	5	9	,	,	PUNCT
ajrhss-3095	5	10	code	code	NOUN
ajrhss-3095	5	11	-	-	PUNCT
ajrhss-3095	5	12	switching	switching	NOUN
ajrhss-3095	5	13	,	,	PUNCT
ajrhss-3095	5	14	latin	latin	PROPN
ajrhss-3095	5	15	/	/	SYM
ajrhss-3095	5	16	cyrillic	cyrillic	PROPN
ajrhss-3095	5	17	,	,	PUNCT
ajrhss-3095	5	18	sacrebleu	sacrebleu	NOUN
ajrhss-3095	5	19	,	,	PUNCT
ajrhss-3095	5	20	chrf	chrf	NOUN
ajrhss-3095	5	21	,	,	PUNCT
ajrhss-3095	5	22	comet	comet	NOUN
ajrhss-3095	5	23	.	.	PUNCT
ajrhss-3095	6	1	introduction	introduction	NOUN
ajrhss-3095	6	2	reliable	reliable	ADJ
ajrhss-3095	6	3	evaluation	evaluation	NOUN
ajrhss-3095	6	4	is	be	AUX
ajrhss-3095	6	5	the	the	DET
ajrhss-3095	6	6	precondition	precondition	NOUN
ajrhss-3095	6	7	for	for	ADP
ajrhss-3095	6	8	real	real	ADJ
ajrhss-3095	6	9	progress	progress	NOUN
ajrhss-3095	6	10	in	in	ADP
ajrhss-3095	6	11	low	low	ADJ
ajrhss-3095	6	12	-	-	PUNCT
ajrhss-3095	6	13	resource	resource	NOUN
ajrhss-3095	6	14	speech	speech	NOUN
ajrhss-3095	6	15	and	and	CCONJ
ajrhss-3095	6	16	translation	translation	NOUN
ajrhss-3095	6	17	.	.	PUNCT
ajrhss-3095	7	1	uzbek	uzbek	PROPN
ajrhss-3095	7	2	presents	present	VERB
ajrhss-3095	7	3	distinctive	distinctive	ADJ
ajrhss-3095	7	4	evaluation	evaluation	NOUN
ajrhss-3095	7	5	challenges	challenge	NOUN
ajrhss-3095	7	6	:	:	PUNCT
ajrhss-3095	7	7	two	two	NUM
ajrhss-3095	7	8	active	active	ADJ
ajrhss-3095	7	9	scripts	script	NOUN
ajrhss-3095	7	10	(	(	PUNCT
ajrhss-3095	7	11	latin	latin	NOUN
ajrhss-3095	7	12	and	and	CCONJ
ajrhss-3095	7	13	cyrillic	cyrillic	PROPN
ajrhss-3095	7	14	)	)	PUNCT
ajrhss-3095	7	15	,	,	PUNCT
ajrhss-3095	7	16	agglutinative	agglutinative	ADJ
ajrhss-3095	7	17	morphology	morphology	NOUN
ajrhss-3095	7	18	with	with	ADP
ajrhss-3095	7	19	productive	productive	ADJ
ajrhss-3095	7	20	derivation	derivation	NOUN
ajrhss-3095	7	21	,	,	PUNCT
ajrhss-3095	7	22	widespread	widespread	ADJ
ajrhss-3095	7	23	russian	russian	ADJ
ajrhss-3095	7	24	code	code	NOUN
ajrhss-3095	7	25	-	-	PUNCT
ajrhss-3095	7	26	switching	switching	NOUN
ajrhss-3095	7	27	,	,	PUNCT
ajrhss-3095	7	28	and	and	CCONJ
ajrhss-3095	7	29	strong	strong	ADJ
ajrhss-3095	7	30	dialectal	dialectal	ADJ
ajrhss-3095	7	31	variation	variation	NOUN
ajrhss-3095	7	32	across	across	ADP
ajrhss-3095	7	33	regions	region	NOUN
ajrhss-3095	7	34	and	and	CCONJ
ajrhss-3095	7	35	media	medium	NOUN
ajrhss-3095	7	36	.	.	PUNCT
ajrhss-3095	8	1	we	we	PRON
ajrhss-3095	8	2	propose	propose	VERB
ajrhss-3095	8	3	a	a	DET
ajrhss-3095	8	4	unified	unified	ADJ
ajrhss-3095	8	5	evaluation	evaluation	NOUN
ajrhss-3095	8	6	suite	suite	NOUN
ajrhss-3095	8	7	that	that	PRON
ajrhss-3095	8	8	treats	treat	VERB
ajrhss-3095	8	9	these	these	DET
ajrhss-3095	8	10	facts	fact	NOUN
ajrhss-3095	8	11	as	as	ADP
ajrhss-3095	8	12	firstclass	firstclass	NOUN
ajrhss-3095	8	13	design	design	NOUN
ajrhss-3095	8	14	constraints	constraint	NOUN
ajrhss-3095	8	15	.	.	PUNCT
ajrhss-3095	9	1	the	the	DET
ajrhss-3095	9	2	suite	suite	NOUN
ajrhss-3095	9	3	spans	span	VERB
ajrhss-3095	9	4	automatic	automatic	ADJ
ajrhss-3095	9	5	speech	speech	NOUN
ajrhss-3095	9	6	recognition	recognition	NOUN
ajrhss-3095	9	7	(	(	PUNCT
ajrhss-3095	9	8	asr	asr	PROPN
ajrhss-3095	9	9	)	)	PUNCT
ajrhss-3095	9	10	,	,	PUNCT
ajrhss-3095	9	11	text	text	NOUN
ajrhss-3095	9	12	-	-	PUNCT
ajrhss-3095	9	13	to	to	ADP
ajrhss-3095	9	14	-	-	PUNCT
ajrhss-3095	9	15	speech	speech	NOUN
ajrhss-3095	9	16	(	(	PUNCT
ajrhss-3095	9	17	tts	tts	PROPN
ajrhss-3095	9	18	)	)	PUNCT
ajrhss-3095	9	19	,	,	PUNCT
ajrhss-3095	9	20	machine	machine	NOUN
ajrhss-3095	9	21	translation	translation	NOUN
ajrhss-3095	9	22	(	(	PUNCT
ajrhss-3095	9	23	mt	mt	PROPN
ajrhss-3095	9	24	)	)	PUNCT
ajrhss-3095	9	25	,	,	PUNCT
ajrhss-3095	9	26	and	and	CCONJ
ajrhss-3095	9	27	speech	speech	NOUN
ajrhss-3095	9	28	-	-	PUNCT
ajrhss-3095	9	29	to	to	ADP
ajrhss-3095	9	30	-	-	PUNCT
ajrhss-3095	9	31	text	text	NOUN
ajrhss-3095	9	32	translation	translation	NOUN
ajrhss-3095	9	33	(	(	PUNCT
ajrhss-3095	9	34	st	st	PROPN
ajrhss-3095	9	35	)	)	PUNCT
ajrhss-3095	9	36	,	,	PUNCT
ajrhss-3095	9	37	and	and	CCONJ
ajrhss-3095	9	38	it	it	PRON
ajrhss-3095	9	39	blends	blend	VERB
ajrhss-3095	9	40	reference	reference	NOUN
ajrhss-3095	9	41	-	-	PUNCT
ajrhss-3095	9	42	based	base	VERB
ajrhss-3095	9	43	metrics	metric	NOUN
ajrhss-3095	9	44	with	with	ADP
ajrhss-3095	9	45	targeted	target	VERB
ajrhss-3095	9	46	error	error	NOUN
ajrhss-3095	9	47	analyses	analysis	NOUN
ajrhss-3095	9	48	and	and	CCONJ
ajrhss-3095	9	49	human	human	ADJ
ajrhss-3095	9	50	protocols	protocol	NOUN
ajrhss-3095	9	51	.	.	PUNCT
ajrhss-3095	10	1	by	by	ADP
ajrhss-3095	10	2	standardizing	standardize	VERB
ajrhss-3095	10	3	tokenization	tokenization	NOUN
ajrhss-3095	10	4	,	,	PUNCT
ajrhss-3095	10	5	normalization	normalization	NOUN
ajrhss-3095	10	6	,	,	PUNCT
ajrhss-3095	10	7	scoring	scoring	NOUN
ajrhss-3095	10	8	,	,	PUNCT
ajrhss-3095	10	9	and	and	CCONJ
ajrhss-3095	10	10	reporting	reporting	NOUN
ajrhss-3095	10	11	,	,	PUNCT
ajrhss-3095	10	12	and	and	CCONJ
ajrhss-3095	10	13	by	by	ADP
ajrhss-3095	10	14	curating	curate	VERB
ajrhss-3095	10	15	balanced	balanced	ADJ
ajrhss-3095	10	16	test	test	NOUN
ajrhss-3095	10	17	sets	set	NOUN
ajrhss-3095	10	18	with	with	ADP
ajrhss-3095	10	19	explicit	explicit	ADJ
ajrhss-3095	10	20	difficulty	difficulty	NOUN
ajrhss-3095	10	21	tags	tag	NOUN
ajrhss-3095	10	22	(	(	PUNCT
ajrhss-3095	10	23	noise	noise	NOUN
ajrhss-3095	10	24	,	,	PUNCT
ajrhss-3095	10	25	dialect	dialect	NOUN
ajrhss-3095	10	26	,	,	PUNCT
ajrhss-3095	10	27	script	script	NOUN
ajrhss-3095	10	28	,	,	PUNCT
ajrhss-3095	10	29	domain	domain	NOUN
ajrhss-3095	10	30	)	)	PUNCT
ajrhss-3095	10	31	,	,	PUNCT
ajrhss-3095	10	32	the	the	DET
ajrhss-3095	10	33	suite	suite	NOUN
ajrhss-3095	10	34	enables	enable	VERB
ajrhss-3095	10	35	fair	fair	ADJ
ajrhss-3095	10	36	comparison	comparison	NOUN
ajrhss-3095	10	37	across	across	ADP
ajrhss-3095	10	38	systems	system	NOUN
ajrhss-3095	10	39	and	and	CCONJ
ajrhss-3095	10	40	time	time	NOUN
ajrhss-3095	10	41	,	,	PUNCT
ajrhss-3095	10	42	supports	support	VERB
ajrhss-3095	10	43	robust	robust	ADJ
ajrhss-3095	10	44	model	model	NOUN
ajrhss-3095	10	45	selection	selection	NOUN
ajrhss-3095	10	46	for	for	ADP
ajrhss-3095	10	47	deployment	deployment	NOUN
ajrhss-3095	10	48	,	,	PUNCT
ajrhss-3095	10	49	and	and	CCONJ
ajrhss-3095	10	50	lowers	lower	VERB
ajrhss-3095	10	51	the	the	DET
ajrhss-3095	10	52	barrier	barrier	NOUN
ajrhss-3095	10	53	to	to	ADP
ajrhss-3095	10	54	future	future	ADJ
ajrhss-3095	10	55	community	community	NOUN
ajrhss-3095	10	56	contributions	contribution	NOUN
ajrhss-3095	10	57	.	.	PUNCT
ajrhss-3095	11	1	methods	method	NOUN
ajrhss-3095	11	2	and	and	CCONJ
ajrhss-3095	11	3	literature	literature	NOUN
ajrhss-3095	11	4	review	review	NOUN
ajrhss-3095	11	5	we	we	PRON
ajrhss-3095	11	6	ground	ground	VERB
ajrhss-3095	11	7	our	our	PRON
ajrhss-3095	11	8	metrics	metric	NOUN
ajrhss-3095	11	9	in	in	ADP
ajrhss-3095	11	10	widely	widely	ADV
ajrhss-3095	11	11	adopted	adopt	VERB
ajrhss-3095	11	12	work	work	NOUN
ajrhss-3095	11	13	and	and	CCONJ
ajrhss-3095	11	14	enforce	enforce	VERB
ajrhss-3095	11	15	reportable	reportable	NOUN
ajrhss-3095	11	16	,	,	PUNCT
ajrhss-3095	11	17	reproducible	reproducible	ADJ
ajrhss-3095	11	18	settings	setting	NOUN
ajrhss-3095	11	19	.	.	PUNCT
ajrhss-3095	12	1	for	for	ADP
ajrhss-3095	12	2	mt	mt	PROPN
ajrhss-3095	12	3	and	and	CCONJ
ajrhss-3095	12	4	st	st	PROPN
ajrhss-3095	12	5	text	text	NOUN
ajrhss-3095	12	6	outputs	output	NOUN
ajrhss-3095	12	7	,	,	PUNCT
ajrhss-3095	12	8	we	we	PRON
ajrhss-3095	12	9	require	require	VERB
ajrhss-3095	12	10	sacrebleu	sacrebleu	NOUN
ajrhss-3095	13	1	[	[	X
ajrhss-3095	13	2	3	3	X
ajrhss-3095	13	3	]	]	PUNCT
ajrhss-3095	13	4	with	with	ADP
ajrhss-3095	13	5	fixed	fix	VERB
ajrhss-3095	13	6	tokenization	tokenization	NOUN
ajrhss-3095	13	7	and	and	CCONJ
ajrhss-3095	13	8	versioned	versione	VERB
ajrhss-3095	13	9	signatures	signature	NOUN
ajrhss-3095	13	10	,	,	PUNCT
ajrhss-3095	13	11	chrf	chrf	NOUN
ajrhss-3095	13	12	[	[	X
ajrhss-3095	13	13	2	2	NUM
ajrhss-3095	13	14	]	]	PUNCT
ajrhss-3095	13	15	to	to	PART
ajrhss-3095	13	16	capture	capture	VERB
ajrhss-3095	13	17	character	character	NOUN
ajrhss-3095	13	18	-	-	PUNCT
ajrhss-3095	13	19	level	level	NOUN
ajrhss-3095	13	20	adequacy	adequacy	NOUN
ajrhss-3095	13	21	on	on	ADP
ajrhss-3095	13	22	morphologically	morphologically	ADV
ajrhss-3095	13	23	rich	rich	ADJ
ajrhss-3095	13	24	uzbek	uzbek	NOUN
ajrhss-3095	13	25	,	,	PUNCT
ajrhss-3095	13	26	and	and	CCONJ
ajrhss-3095	13	27	a	a	DET
ajrhss-3095	13	28	learned	learn	VERB
ajrhss-3095	13	29	quality	quality	NOUN
ajrhss-3095	13	30	estimator	estimator	NOUN
ajrhss-3095	13	31	such	such	ADJ
ajrhss-3095	13	32	as	as	ADP
ajrhss-3095	13	33	comet	comet	NOUN
ajrhss-3095	13	34	[	[	X
ajrhss-3095	13	35	4	4	NUM
ajrhss-3095	13	36	]	]	PUNCT
ajrhss-3095	13	37	to	to	PART
ajrhss-3095	13	38	approximate	approximate	VERB
ajrhss-3095	13	39	human	human	ADJ
ajrhss-3095	13	40	adequacy	adequacy	NOUN
ajrhss-3095	13	41	/	/	SYM
ajrhss-3095	13	42	fluency	fluency	NOUN
ajrhss-3095	13	43	when	when	SCONJ
ajrhss-3095	13	44	references	reference	NOUN
ajrhss-3095	13	45	are	be	AUX
ajrhss-3095	13	46	imperfect	imperfect	ADJ
ajrhss-3095	13	47	or	or	CCONJ
ajrhss-3095	13	48	stylediverse	stylediverse	NOUN
ajrhss-3095	13	49	.	.	PUNCT
ajrhss-3095	14	1	for	for	ADP
ajrhss-3095	14	2	asr	asr	NOUN
ajrhss-3095	14	3	we	we	PRON
ajrhss-3095	14	4	report	report	VERB
ajrhss-3095	14	5	wer	wer	NOUN
ajrhss-3095	14	6	and	and	CCONJ
ajrhss-3095	14	7	cer	cer	NOUN
ajrhss-3095	14	8	with	with	ADP
ajrhss-3095	14	9	transparent	transparent	ADJ
ajrhss-3095	14	10	normalization	normalization	NOUN
ajrhss-3095	14	11	:	:	PUNCT
ajrhss-3095	14	12	punctuation	punctuation	NOUN
ajrhss-3095	14	13	stripped	strip	VERB
ajrhss-3095	14	14	,	,	PUNCT
ajrhss-3095	14	15	case	case	NOUN
ajrhss-3095	14	16	/	/	SYM
ajrhss-3095	14	17	symbol	symbol	NOUN
ajrhss-3095	14	18	mapping	mapping	NOUN
ajrhss-3095	14	19	unified	unify	VERB
ajrhss-3095	14	20	,	,	PUNCT
ajrhss-3095	14	21	and	and	CCONJ
ajrhss-3095	14	22	uzbek	uzbek	ADJ
ajrhss-3095	14	23	diacritics	diacritic	NOUN
ajrhss-3095	14	24	(	(	PUNCT
ajrhss-3095	14	25	oʻ	oʻ	INTJ
ajrhss-3095	14	26	,	,	PUNCT
ajrhss-3095	14	27	gʻ	gʻ	NOUN
ajrhss-3095	14	28	)	)	PUNCT
ajrhss-3095	14	29	preserved	preserve	VERB
ajrhss-3095	14	30	rather	rather	ADV
ajrhss-3095	14	31	than	than	ADP
ajrhss-3095	14	32	collapsed	collapse	VERB
ajrhss-3095	14	33	.	.	PUNCT
ajrhss-3095	15	1	for	for	ADP
ajrhss-3095	15	2	tts	tts	PROPN
ajrhss-3095	15	3	we	we	PRON
ajrhss-3095	15	4	combine	combine	VERB
ajrhss-3095	15	5	crowd	crowd	NOUN
ajrhss-3095	15	6	-	-	PUNCT
ajrhss-3095	15	7	mos	mos	NOUN
ajrhss-3095	15	8	with	with	ADP
ajrhss-3095	15	9	95	95	NUM
ajrhss-3095	15	10	%	%	NOUN
ajrhss-3095	15	11	cis	cis	NOUN
ajrhss-3095	15	12	and	and	CCONJ
ajrhss-3095	15	13	an	an	DET
ajrhss-3095	15	14	asr	asr	NOUN
ajrhss-3095	15	15	-	-	PUNCT
ajrhss-3095	15	16	cer	cer	NOUN
ajrhss-3095	15	17	proxy	proxy	NOUN
ajrhss-3095	15	18	to	to	PART
ajrhss-3095	15	19	approximate	approximate	VERB
ajrhss-3095	15	20	intelligibility	intelligibility	NOUN
ajrhss-3095	15	21	under	under	ADP
ajrhss-3095	15	22	channel	channel	NOUN
ajrhss-3095	15	23	variation	variation	NOUN
ajrhss-3095	15	24	.	.	PUNCT
ajrhss-3095	16	1	we	we	PRON
ajrhss-3095	16	2	adopt	adopt	VERB
ajrhss-3095	16	3	latency	latency	NOUN
ajrhss-3095	16	4	-	-	PUNCT
ajrhss-3095	16	5	aware	aware	ADJ
ajrhss-3095	16	6	measures	measure	NOUN
ajrhss-3095	16	7	(	(	PUNCT
ajrhss-3095	16	8	e.g.	e.g.	ADV
ajrhss-3095	16	9	,	,	PUNCT
ajrhss-3095	16	10	average	average	ADJ
ajrhss-3095	16	11	lagging	lagging	NOUN
ajrhss-3095	16	12	)	)	PUNCT
ajrhss-3095	16	13	for	for	ADP
ajrhss-3095	16	14	streaming	stream	VERB
ajrhss-3095	16	15	st	st	PROPN
ajrhss-3095	16	16	/	/	SYM
ajrhss-3095	16	17	mt	mt	PROPN
ajrhss-3095	16	18	but	but	CCONJ
ajrhss-3095	16	19	american	american	PROPN
ajrhss-3095	16	20	journal	journal	PROPN
ajrhss-3095	16	21	of	of	ADP
ajrhss-3095	16	22	research	research	NOUN
ajrhss-3095	16	23	in	in	ADP
ajrhss-3095	16	24	humanities	humanity	NOUN
ajrhss-3095	16	25	and	and	CCONJ
ajrhss-3095	16	26	social	social	ADJ
ajrhss-3095	16	27	sciences	science	NOUN
ajrhss-3095	16	28	volume	volume	NOUN
ajrhss-3095	16	29	40	40	NUM
ajrhss-3095	16	30	september	september	PROPN
ajrhss-3095	16	31	2025	2025	NUM
ajrhss-3095	17	1	p	p	NOUN
ajrhss-3095	17	2	a	a	DET
ajrhss-3095	17	3	g	g	NOUN
ajrhss-3095	17	4	e	e	NOUN
ajrhss-3095	17	5	|	|	ADV
ajrhss-3095	17	6	6	6	NUM
ajrhss-3095	17	7	www.americanjournal.org	www.americanjournal.org	NOUN
ajrhss-3095	17	8	keep	keep	VERB
ajrhss-3095	17	9	them	they	PRON
ajrhss-3095	17	10	optional	optional	ADJ
ajrhss-3095	17	11	to	to	PART
ajrhss-3095	17	12	avoid	avoid	VERB
ajrhss-3095	17	13	penalizing	penalize	VERB
ajrhss-3095	17	14	offline	offline	ADJ
ajrhss-3095	17	15	systems	system	NOUN
ajrhss-3095	17	16	.	.	PUNCT
ajrhss-3095	18	1	critically	critically	ADV
ajrhss-3095	18	2	,	,	PUNCT
ajrhss-3095	18	3	all	all	DET
ajrhss-3095	18	4	metrics	metric	NOUN
ajrhss-3095	18	5	are	be	AUX
ajrhss-3095	18	6	accompanied	accompany	VERB
ajrhss-3095	18	7	by	by	ADP
ajrhss-3095	18	8	short	short	ADJ
ajrhss-3095	18	9	qualitative	qualitative	ADJ
ajrhss-3095	18	10	digests	digest	NOUN
ajrhss-3095	18	11	with	with	ADP
ajrhss-3095	18	12	examples	example	NOUN
ajrhss-3095	18	13	,	,	PUNCT
ajrhss-3095	18	14	so	so	SCONJ
ajrhss-3095	18	15	that	that	SCONJ
ajrhss-3095	18	16	users	user	NOUN
ajrhss-3095	18	17	see	see	VERB
ajrhss-3095	18	18	where	where	SCONJ
ajrhss-3095	18	19	systems	system	NOUN
ajrhss-3095	18	20	fail	fail	VERB
ajrhss-3095	18	21	,	,	PUNCT
ajrhss-3095	18	22	not	not	PART
ajrhss-3095	18	23	just	just	ADV
ajrhss-3095	18	24	how	how	SCONJ
ajrhss-3095	18	25	much	much	ADJ
ajrhss-3095	18	26	.	.	PUNCT
ajrhss-3095	19	1	our	our	PRON
ajrhss-3095	19	2	design	design	NOUN
ajrhss-3095	19	3	choices	choice	NOUN
ajrhss-3095	19	4	are	be	AUX
ajrhss-3095	19	5	shaped	shape	VERB
ajrhss-3095	19	6	by	by	ADP
ajrhss-3095	19	7	the	the	DET
ajrhss-3095	19	8	uzbek	uzbek	PROPN
ajrhss-3095	19	9	language	language	NOUN
ajrhss-3095	19	10	situation	situation	NOUN
ajrhss-3095	19	11	and	and	CCONJ
ajrhss-3095	19	12	by	by	ADP
ajrhss-3095	19	13	standardization	standardization	NOUN
ajrhss-3095	19	14	lessons	lesson	NOUN
ajrhss-3095	19	15	from	from	ADP
ajrhss-3095	19	16	the	the	DET
ajrhss-3095	19	17	mt	mt	PROPN
ajrhss-3095	19	18	community	community	NOUN
ajrhss-3095	20	1	[	[	X
ajrhss-3095	20	2	1	1	NUM
ajrhss-3095	20	3	]	]	PUNCT
ajrhss-3095	20	4	.	.	PUNCT
ajrhss-3095	21	1	[	[	X
ajrhss-3095	21	2	3	3	NUM
ajrhss-3095	21	3	]	]	PUNCT
ajrhss-3095	21	4	and	and	CCONJ
ajrhss-3095	21	5	reference	reference	NOUN
ajrhss-3095	21	6	-	-	PUNCT
ajrhss-3095	21	7	free	free	ADJ
ajrhss-3095	21	8	evaluation	evaluation	NOUN
ajrhss-3095	21	9	[	[	X
ajrhss-3095	21	10	4	4	NUM
ajrhss-3095	21	11	]	]	PUNCT
ajrhss-3095	21	12	.	.	PUNCT
ajrhss-3095	22	1	unlike	unlike	ADP
ajrhss-3095	22	2	generic	generic	ADJ
ajrhss-3095	22	3	leaderboards	leaderboard	NOUN
ajrhss-3095	22	4	,	,	PUNCT
ajrhss-3095	22	5	our	our	PRON
ajrhss-3095	22	6	suite	suite	NOUN
ajrhss-3095	22	7	encodes	encode	VERB
ajrhss-3095	22	8	linguistic	linguistic	ADJ
ajrhss-3095	22	9	priors	prior	NOUN
ajrhss-3095	22	10	:	:	PUNCT
ajrhss-3095	22	11	1	1	X
ajrhss-3095	22	12	.	.	X
ajrhss-3095	22	13	script	script	NOUN
ajrhss-3095	22	14	awareness	awareness	NOUN
ajrhss-3095	22	15	—	—	PUNCT
ajrhss-3095	22	16	parallel	parallel	ADJ
ajrhss-3095	22	17	scoring	scoring	NOUN
ajrhss-3095	22	18	in	in	ADP
ajrhss-3095	22	19	latn	latn	NOUN
ajrhss-3095	22	20	and	and	CCONJ
ajrhss-3095	22	21	cyrl	cyrl	NOUN
ajrhss-3095	22	22	and	and	CCONJ
ajrhss-3095	22	23	a	a	DET
ajrhss-3095	22	24	consistent	consistent	ADJ
ajrhss-3095	22	25	transliteration	transliteration	NOUN
ajrhss-3095	22	26	layer	layer	NOUN
ajrhss-3095	22	27	for	for	ADP
ajrhss-3095	22	28	crossscript	crossscript	NOUN
ajrhss-3095	22	29	experiments	experiment	NOUN
ajrhss-3095	22	30	;	;	PUNCT
ajrhss-3095	22	31	2	2	X
ajrhss-3095	22	32	.	.	X
ajrhss-3095	22	33	code	code	NOUN
ajrhss-3095	22	34	-	-	PUNCT
ajrhss-3095	22	35	switch	switch	NOUN
ajrhss-3095	22	36	robustness	robustness	NOUN
ajrhss-3095	22	37	—	—	PUNCT
ajrhss-3095	22	38	explicit	explicit	ADJ
ajrhss-3095	22	39	tags	tag	NOUN
ajrhss-3095	22	40	for	for	ADP
ajrhss-3095	22	41	ru	ru	PROPN
ajrhss-3095	22	42	-	-	PUNCT
ajrhss-3095	22	43	uz	uz	PROPN
ajrhss-3095	22	44	switches	switch	NOUN
ajrhss-3095	22	45	with	with	ADP
ajrhss-3095	22	46	span	span	NOUN
ajrhss-3095	22	47	-	-	PUNCT
ajrhss-3095	22	48	level	level	NOUN
ajrhss-3095	22	49	error	error	NOUN
ajrhss-3095	22	50	tallies	tally	NOUN
ajrhss-3095	22	51	;	;	PUNCT
ajrhss-3095	22	52	3	3	X
ajrhss-3095	22	53	.	.	NOUN
ajrhss-3095	22	54	morphology	morphology	NOUN
ajrhss-3095	22	55	sensitivity	sensitivity	NOUN
ajrhss-3095	22	56	—	—	PUNCT
ajrhss-3095	22	57	character	character	NOUN
ajrhss-3095	22	58	-	-	PUNCT
ajrhss-3095	22	59	level	level	NOUN
ajrhss-3095	22	60	metrics	metric	NOUN
ajrhss-3095	22	61	and	and	CCONJ
ajrhss-3095	22	62	targeted	target	VERB
ajrhss-3095	22	63	probes	probe	NOUN
ajrhss-3095	22	64	for	for	ADP
ajrhss-3095	22	65	affixal	affixal	ADJ
ajrhss-3095	22	66	errors	error	NOUN
ajrhss-3095	22	67	;	;	PUNCT
ajrhss-3095	22	68	4	4	X
ajrhss-3095	22	69	.	.	X
ajrhss-3095	22	70	domain	domain	NOUN
ajrhss-3095	22	71	balance	balance	NOUN
ajrhss-3095	22	72	—	—	PUNCT
ajrhss-3095	22	73	news	news	NOUN
ajrhss-3095	22	74	,	,	PUNCT
ajrhss-3095	22	75	conversational	conversational	ADJ
ajrhss-3095	22	76	chat	chat	NOUN
ajrhss-3095	22	77	,	,	PUNCT
ajrhss-3095	22	78	broadcast	broadcast	NOUN
ajrhss-3095	22	79	,	,	PUNCT
ajrhss-3095	22	80	and	and	CCONJ
ajrhss-3095	22	81	public	public	ADJ
ajrhss-3095	22	82	-	-	PUNCT
ajrhss-3095	22	83	service	service	NOUN
ajrhss-3095	22	84	speech	speech	NOUN
ajrhss-3095	22	85	;	;	PUNCT
ajrhss-3095	22	86	5	5	NUM
ajrhss-3095	22	87	.	.	NOUN
ajrhss-3095	22	88	noise	noise	NOUN
ajrhss-3095	22	89	realism	realism	NOUN
ajrhss-3095	22	90	—	—	PUNCT
ajrhss-3095	22	91	snr	snr	PROPN
ajrhss-3095	22	92	bands	band	NOUN
ajrhss-3095	22	93	and	and	CCONJ
ajrhss-3095	22	94	real	real	ADJ
ajrhss-3095	22	95	device	device	NOUN
ajrhss-3095	22	96	/	/	SYM
ajrhss-3095	22	97	channel	channel	NOUN
ajrhss-3095	22	98	mixtures	mixture	NOUN
ajrhss-3095	22	99	.	.	PUNCT
ajrhss-3095	23	1	for	for	ADP
ajrhss-3095	23	2	human	human	ADJ
ajrhss-3095	23	3	studies	study	NOUN
ajrhss-3095	23	4	,	,	PUNCT
ajrhss-3095	23	5	we	we	PRON
ajrhss-3095	23	6	define	define	VERB
ajrhss-3095	23	7	concise	concise	ADJ
ajrhss-3095	23	8	rubrics	rubric	NOUN
ajrhss-3095	23	9	and	and	CCONJ
ajrhss-3095	23	10	short	short	ADJ
ajrhss-3095	23	11	tasks	task	NOUN
ajrhss-3095	23	12	that	that	SCONJ
ajrhss-3095	23	13	raters	rater	NOUN
ajrhss-3095	23	14	can	can	AUX
ajrhss-3095	23	15	complete	complete	VERB
ajrhss-3095	23	16	reliably	reliably	ADV
ajrhss-3095	23	17	,	,	PUNCT
ajrhss-3095	23	18	and	and	CCONJ
ajrhss-3095	23	19	we	we	PRON
ajrhss-3095	23	20	report	report	VERB
ajrhss-3095	23	21	inter	inter	ADJ
ajrhss-3095	23	22	-	-	ADJ
ajrhss-3095	23	23	rater	rater	ADJ
ajrhss-3095	23	24	agreement	agreement	NOUN
ajrhss-3095	23	25	.	.	PUNCT
ajrhss-3095	24	1	all	all	DET
ajrhss-3095	24	2	components	component	NOUN
ajrhss-3095	24	3	are	be	AUX
ajrhss-3095	24	4	versioned	versione	VERB
ajrhss-3095	24	5	and	and	CCONJ
ajrhss-3095	24	6	auditable	auditable	ADJ
ajrhss-3095	24	7	:	:	PUNCT
ajrhss-3095	24	8	test	test	NOUN
ajrhss-3095	24	9	set	set	VERB
ajrhss-3095	24	10	hashes	hash	NOUN
ajrhss-3095	24	11	,	,	PUNCT
ajrhss-3095	24	12	preprocessing	preprocesse	VERB
ajrhss-3095	24	13	pipelines	pipeline	NOUN
ajrhss-3095	24	14	,	,	PUNCT
ajrhss-3095	24	15	and	and	CCONJ
ajrhss-3095	24	16	per	per	ADP
ajrhss-3095	24	17	-	-	PUNCT
ajrhss-3095	24	18	item	item	NOUN
ajrhss-3095	24	19	scores	score	NOUN
ajrhss-3095	24	20	are	be	AUX
ajrhss-3095	24	21	stored	store	VERB
ajrhss-3095	24	22	with	with	ADP
ajrhss-3095	24	23	metadata	metadata	NOUN
ajrhss-3095	24	24	for	for	ADP
ajrhss-3095	24	25	longitudinal	longitudinal	ADJ
ajrhss-3095	24	26	tracking	tracking	NOUN
ajrhss-3095	24	27	.	.	PUNCT
ajrhss-3095	25	1	results	result	NOUN
ajrhss-3095	25	2	we	we	PRON
ajrhss-3095	25	3	demonstrate	demonstrate	VERB
ajrhss-3095	25	4	the	the	DET
ajrhss-3095	25	5	suite	suite	NOUN
ajrhss-3095	25	6	on	on	ADP
ajrhss-3095	25	7	three	three	NUM
ajrhss-3095	25	8	internally	internally	ADV
ajrhss-3095	25	9	compiled	compile	VERB
ajrhss-3095	25	10	,	,	PUNCT
ajrhss-3095	25	11	legally	legally	ADV
ajrhss-3095	25	12	shareable	shareable	ADJ
ajrhss-3095	25	13	evaluation	evaluation	NOUN
ajrhss-3095	25	14	bundles	bundle	NOUN
ajrhss-3095	25	15	:	:	PUNCT
ajrhss-3095	25	16	a.	a.	NOUN
ajrhss-3095	25	17	asr	asr	PROPN
ajrhss-3095	25	18	-	-	PUNCT
ajrhss-3095	25	19	clean	clean	ADJ
ajrhss-3095	25	20	/	/	SYM
ajrhss-3095	25	21	noisy	noisy	ADJ
ajrhss-3095	25	22	(	(	PUNCT
ajrhss-3095	25	23	15	15	NUM
ajrhss-3095	25	24	h	h	NOUN
ajrhss-3095	25	25	each	each	PRON
ajrhss-3095	25	26	)	)	PUNCT
ajrhss-3095	25	27	with	with	ADP
ajrhss-3095	25	28	balanced	balanced	ADJ
ajrhss-3095	25	29	latn	latn	NOUN
ajrhss-3095	25	30	/	/	SYM
ajrhss-3095	25	31	cyrl	cyrl	NOUN
ajrhss-3095	25	32	and	and	CCONJ
ajrhss-3095	25	33	four	four	NUM
ajrhss-3095	25	34	dialect	dialect	NOUN
ajrhss-3095	25	35	zones	zone	NOUN
ajrhss-3095	25	36	;	;	PUNCT
ajrhss-3095	26	1	b.	b.	PROPN
ajrhss-3095	26	2	uz↔ru	uz↔ru	PROPN
ajrhss-3095	27	1	mt	mt	PROPN
ajrhss-3095	27	2	(	(	PUNCT
ajrhss-3095	27	3	2×2,000	2×2,000	NUM
ajrhss-3095	27	4	sentences	sentence	NOUN
ajrhss-3095	27	5	)	)	PUNCT
ajrhss-3095	27	6	with	with	ADP
ajrhss-3095	27	7	25	25	NUM
ajrhss-3095	27	8	%	%	NOUN
ajrhss-3095	27	9	code	code	NOUN
ajrhss-3095	27	10	-	-	PUNCT
ajrhss-3095	27	11	switch	switch	NOUN
ajrhss-3095	27	12	spans	span	NOUN
ajrhss-3095	27	13	;	;	PUNCT
ajrhss-3095	27	14	c.	c.	PROPN
ajrhss-3095	27	15	uz→ru	uz→ru	PROPN
ajrhss-3095	27	16	st	st	PROPN
ajrhss-3095	27	17	(	(	PUNCT
ajrhss-3095	27	18	6	6	NUM
ajrhss-3095	27	19	h	h	NOUN
ajrhss-3095	27	20	)	)	PUNCT
ajrhss-3095	27	21	.	.	PUNCT
ajrhss-3095	28	1	systems	system	NOUN
ajrhss-3095	28	2	are	be	AUX
ajrhss-3095	28	3	baselines	baseline	NOUN
ajrhss-3095	28	4	meant	mean	VERB
ajrhss-3095	28	5	to	to	PART
ajrhss-3095	28	6	anchor	anchor	VERB
ajrhss-3095	28	7	the	the	DET
ajrhss-3095	28	8	suite	suite	NOUN
ajrhss-3095	28	9	:	:	PUNCT
ajrhss-3095	28	10	a	a	DET
ajrhss-3095	28	11	conformer	conformer	NOUN
ajrhss-3095	28	12	-	-	PUNCT
ajrhss-3095	28	13	based	base	VERB
ajrhss-3095	28	14	asr	asr	NOUN
ajrhss-3095	28	15	model	model	NOUN
ajrhss-3095	28	16	fine	fine	ADV
ajrhss-3095	28	17	-	-	PUNCT
ajrhss-3095	28	18	tuned	tune	VERB
ajrhss-3095	28	19	on	on	ADP
ajrhss-3095	28	20	public	public	ADJ
ajrhss-3095	28	21	uzbek	uzbek	PROPN
ajrhss-3095	28	22	speech	speech	NOUN
ajrhss-3095	28	23	,	,	PUNCT
ajrhss-3095	28	24	a	a	DET
ajrhss-3095	28	25	mid	mid	ADJ
ajrhss-3095	28	26	-	-	NOUN
ajrhss-3095	28	27	size	size	NOUN
ajrhss-3095	28	28	transformer	transformer	NOUN
ajrhss-3095	28	29	mt	mt	PROPN
ajrhss-3095	28	30	pair	pair	NOUN
ajrhss-3095	28	31	trained	train	VERB
ajrhss-3095	28	32	on	on	ADP
ajrhss-3095	28	33	filtered	filter	VERB
ajrhss-3095	28	34	opus	opus	NOUN
ajrhss-3095	28	35	-	-	PUNCT
ajrhss-3095	28	36	like	like	ADJ
ajrhss-3095	28	37	web	web	NOUN
ajrhss-3095	28	38	data	datum	NOUN
ajrhss-3095	28	39	,	,	PUNCT
ajrhss-3095	28	40	a	a	DET
ajrhss-3095	28	41	speech	speech	NOUN
ajrhss-3095	28	42	-	-	PUNCT
ajrhss-3095	28	43	encoder	encoder	NOUN
ajrhss-3095	28	44	–	–	PUNCT
ajrhss-3095	28	45	text	text	NOUN
ajrhss-3095	28	46	-	-	PUNCT
ajrhss-3095	28	47	decoder	decoder	NOUN
ajrhss-3095	28	48	st	st	PROPN
ajrhss-3095	28	49	model	model	PROPN
ajrhss-3095	28	50	,	,	PUNCT
ajrhss-3095	28	51	and	and	CCONJ
ajrhss-3095	28	52	a	a	DET
ajrhss-3095	28	53	tacotron	tacotron	ADJ
ajrhss-3095	28	54	-	-	PUNCT
ajrhss-3095	28	55	style	style	NOUN
ajrhss-3095	28	56	tts	tts	PROPN
ajrhss-3095	28	57	adapted	adapt	VERB
ajrhss-3095	28	58	to	to	ADP
ajrhss-3095	28	59	uzbek	uzbek	PROPN
ajrhss-3095	28	60	phonology	phonology	PROPN
ajrhss-3095	28	61	.	.	PUNCT
ajrhss-3095	29	1	scores	score	NOUN
ajrhss-3095	29	2	are	be	AUX
ajrhss-3095	29	3	illustrative	illustrative	ADJ
ajrhss-3095	29	4	of	of	ADP
ajrhss-3095	29	5	the	the	DET
ajrhss-3095	29	6	suite	suite	NOUN
ajrhss-3095	29	7	’s	’s	PART
ajrhss-3095	29	8	reporting	reporting	NOUN
ajrhss-3095	29	9	style	style	NOUN
ajrhss-3095	29	10	rather	rather	ADV
ajrhss-3095	29	11	than	than	ADP
ajrhss-3095	29	12	the	the	DET
ajrhss-3095	29	13	last	last	ADJ
ajrhss-3095	29	14	word	word	NOUN
ajrhss-3095	29	15	on	on	ADP
ajrhss-3095	29	16	model	model	NOUN
ajrhss-3095	29	17	performance	performance	NOUN
ajrhss-3095	29	18	.	.	PUNCT
ajrhss-3095	30	1	table	table	NOUN
ajrhss-3095	30	2	1	1	NUM
ajrhss-3095	30	3	.	.	PUNCT
ajrhss-3095	30	4	example	example	NOUN
ajrhss-3095	30	5	scores	score	NOUN
ajrhss-3095	30	6	produced	produce	VERB
ajrhss-3095	30	7	by	by	ADP
ajrhss-3095	30	8	the	the	DET
ajrhss-3095	30	9	suite	suite	NOUN
ajrhss-3095	30	10	(	(	PUNCT
ajrhss-3095	30	11	sacrebleu	sacrebleu	NOUN
ajrhss-3095	30	12	signatures	signature	NOUN
ajrhss-3095	30	13	recorded	record	VERB
ajrhss-3095	30	14	;	;	PUNCT
ajrhss-3095	30	15	95	95	NUM
ajrhss-3095	30	16	%	%	NOUN
ajrhss-3095	30	17	cis	cis	NOUN
ajrhss-3095	30	18	for	for	ADP
ajrhss-3095	30	19	mos	mos	PROPN
ajrhss-3095	30	20	)	)	PUNCT
ajrhss-3095	30	21	task	task	NOUN
ajrhss-3095	30	22	subset	subset	VERB
ajrhss-3095	30	23	primary	primary	ADJ
ajrhss-3095	30	24	metric(s	metric(s	PROPN
ajrhss-3095	30	25	)	)	PUNCT
ajrhss-3095	30	26	score	score	NOUN
ajrhss-3095	30	27	asr	asr	PROPN
ajrhss-3095	30	28	clean	clean	ADJ
ajrhss-3095	30	29	(	(	PUNCT
ajrhss-3095	30	30	latn	latn	ADJ
ajrhss-3095	30	31	/	/	SYM
ajrhss-3095	30	32	cyrl	cyrl	NOUN
ajrhss-3095	30	33	)	)	PUNCT
ajrhss-3095	30	34	wer	wer	NOUN
ajrhss-3095	30	35	/	/	SYM
ajrhss-3095	30	36	cer	cer	NOUN
ajrhss-3095	30	37	9.8	9.8	NUM
ajrhss-3095	30	38	%	%	NOUN
ajrhss-3095	30	39	/	/	SYM
ajrhss-3095	30	40	4.1	4.1	NUM
ajrhss-3095	30	41	%	%	NOUN
ajrhss-3095	30	42	asr	asr	NOUN
ajrhss-3095	30	43	noisy	noisy	ADJ
ajrhss-3095	30	44	(	(	PUNCT
ajrhss-3095	30	45	snr	snr	PROPN
ajrhss-3095	30	46	0–15	0–15	PROPN
ajrhss-3095	30	47	db	db	PROPN
ajrhss-3095	30	48	)	)	PUNCT
ajrhss-3095	30	49	wer	wer	PROPN
ajrhss-3095	30	50	/	/	SYM
ajrhss-3095	30	51	cer	cer	NOUN
ajrhss-3095	30	52	16.7	16.7	NUM
ajrhss-3095	30	53	%	%	NOUN
ajrhss-3095	30	54	/	/	SYM
ajrhss-3095	30	55	7.8	7.8	NUM
ajrhss-3095	30	56	%	%	NOUN
ajrhss-3095	30	57	mt	mt	PROPN
ajrhss-3095	30	58	uz→ru	uz→ru	PROPN
ajrhss-3095	30	59	mixed	mix	VERB
ajrhss-3095	30	60	domains	domain	NOUN
ajrhss-3095	30	61	bleu	bleu	NOUN
ajrhss-3095	30	62	/	/	SYM
ajrhss-3095	30	63	chrf	chrf	NOUN
ajrhss-3095	30	64	/	/	SYM
ajrhss-3095	30	65	comet	comet	NOUN
ajrhss-3095	30	66	29.3	29.3	NUM
ajrhss-3095	30	67	/	/	SYM
ajrhss-3095	30	68	57.8	57.8	NUM
ajrhss-3095	30	69	/	/	SYM
ajrhss-3095	30	70	0.56	0.56	NUM
ajrhss-3095	30	71	mt	mt	PROPN
ajrhss-3095	30	72	ru→uz	ru→uz	NOUN
ajrhss-3095	30	73	mixed	mix	VERB
ajrhss-3095	30	74	domains	domain	NOUN
ajrhss-3095	30	75	bleu	bleu	NOUN
ajrhss-3095	30	76	/	/	SYM
ajrhss-3095	30	77	chrf	chrf	NOUN
ajrhss-3095	30	78	/	/	SYM
ajrhss-3095	30	79	comet	comet	NOUN
ajrhss-3095	30	80	24.7	24.7	NUM
ajrhss-3095	30	81	/	/	SYM
ajrhss-3095	30	82	53.2	53.2	NUM
ajrhss-3095	30	83	/	/	SYM
ajrhss-3095	30	84	0.49	0.49	NUM
ajrhss-3095	30	85	st	st	PROPN
ajrhss-3095	30	86	uz→ru	uz→ru	PROPN
ajrhss-3095	30	87	conversational	conversational	ADJ
ajrhss-3095	30	88	bleu	bleu	NOUN
ajrhss-3095	30	89	/	/	SYM
ajrhss-3095	30	90	al	al	PROPN
ajrhss-3095	30	91	(	(	PUNCT
ajrhss-3095	30	92	s	s	PROPN
ajrhss-3095	30	93	)	)	PUNCT
ajrhss-3095	30	94	21.5	21.5	NUM
ajrhss-3095	30	95	/	/	SYM
ajrhss-3095	30	96	3.2	3.2	NUM
ajrhss-3095	30	97	tts	tts	NOUN
ajrhss-3095	30	98	uz	uz	NOUN
ajrhss-3095	30	99	read	read	PROPN
ajrhss-3095	30	100	speech	speech	NOUN
ajrhss-3095	30	101	mos	mos	NOUN
ajrhss-3095	30	102	(	(	PUNCT
ajrhss-3095	30	103	5	5	NUM
ajrhss-3095	30	104	-	-	SYM
ajrhss-3095	30	105	pt	pt	NOUN
ajrhss-3095	30	106	)	)	PUNCT
ajrhss-3095	30	107	/	/	SYM
ajrhss-3095	30	108	asr	asr	PROPN
ajrhss-3095	30	109	-	-	PUNCT
ajrhss-3095	30	110	cer	cer	PROPN
ajrhss-3095	30	111	4.12	4.12	NUM
ajrhss-3095	30	112	±	±	NUM
ajrhss-3095	30	113	0.08	0.08	NUM
ajrhss-3095	30	114	/	/	SYM
ajrhss-3095	30	115	6.1	6.1	NUM
ajrhss-3095	30	116	%	%	NOUN
ajrhss-3095	30	117	beyond	beyond	ADP
ajrhss-3095	30	118	headline	headline	NOUN
ajrhss-3095	30	119	metrics	metric	NOUN
ajrhss-3095	31	1	,	,	PUNCT
ajrhss-3095	31	2	the	the	DET
ajrhss-3095	31	3	suite	suite	NOUN
ajrhss-3095	31	4	outputs	output	VERB
ajrhss-3095	31	5	structured	structure	VERB
ajrhss-3095	31	6	error	error	NOUN
ajrhss-3095	31	7	taxonomies	taxonomy	NOUN
ajrhss-3095	31	8	.	.	PUNCT
ajrhss-3095	32	1	for	for	ADP
ajrhss-3095	32	2	asr	asr	PROPN
ajrhss-3095	32	3	,	,	PUNCT
ajrhss-3095	32	4	the	the	DET
ajrhss-3095	32	5	top	top	ADJ
ajrhss-3095	32	6	categories	category	NOUN
ajrhss-3095	32	7	on	on	ADP
ajrhss-3095	32	8	noisy	noisy	ADJ
ajrhss-3095	32	9	were	be	AUX
ajrhss-3095	32	10	:	:	PUNCT
ajrhss-3095	32	11	(	(	PUNCT
ajrhss-3095	32	12	i	i	NOUN
ajrhss-3095	32	13	)	)	PUNCT
ajrhss-3095	32	14	diacritic	diacritic	ADJ
ajrhss-3095	32	15	omissions	omission	NOUN
ajrhss-3095	32	16	(	(	PUNCT
ajrhss-3095	32	17	oʻ→o	oʻ→o	ADJ
ajrhss-3095	32	18	;	;	PUNCT
ajrhss-3095	32	19	gʻ→g	gʻ→g	PROPN
ajrhss-3095	32	20	)	)	PUNCT
ajrhss-3095	32	21	,	,	PUNCT
ajrhss-3095	32	22	27	27	NUM
ajrhss-3095	32	23	%	%	NOUN
ajrhss-3095	32	24	;	;	PUNCT
ajrhss-3095	32	25	(	(	PUNCT
ajrhss-3095	32	26	ii	ii	NOUN
ajrhss-3095	32	27	)	)	PUNCT
ajrhss-3095	32	28	cross	cross	ADJ
ajrhss-3095	32	29	-	-	ADJ
ajrhss-3095	32	30	script	script	ADJ
ajrhss-3095	32	31	confusions	confusion	NOUN
ajrhss-3095	32	32	within	within	ADP
ajrhss-3095	32	33	named	name	VERB
ajrhss-3095	32	34	entities	entity	NOUN
ajrhss-3095	32	35	,	,	PUNCT
ajrhss-3095	32	36	19	19	NUM
ajrhss-3095	32	37	%	%	NOUN
ajrhss-3095	32	38	;	;	PUNCT
ajrhss-3095	32	39	(	(	PUNCT
ajrhss-3095	32	40	iii	iii	X
ajrhss-3095	32	41	)	)	PUNCT
ajrhss-3095	32	42	clitic	clitic	ADJ
ajrhss-3095	32	43	boundary	boundary	ADJ
ajrhss-3095	32	44	errors	error	NOUN
ajrhss-3095	32	45	in	in	ADP
ajrhss-3095	32	46	interrogatives	interrogative	NOUN
ajrhss-3095	32	47	,	,	PUNCT
ajrhss-3095	32	48	14	14	NUM
ajrhss-3095	32	49	%	%	NOUN
ajrhss-3095	32	50	.	.	PUNCT
ajrhss-3095	33	1	for	for	ADP
ajrhss-3095	33	2	mt	mt	PROPN
ajrhss-3095	33	3	ru→uz	ru→uz	NOUN
ajrhss-3095	33	4	,	,	PUNCT
ajrhss-3095	33	5	most	most	ADJ
ajrhss-3095	33	6	degradations	degradation	NOUN
ajrhss-3095	33	7	involved	involve	VERB
ajrhss-3095	33	8	derivational	derivational	ADJ
ajrhss-3095	33	9	morphology	morphology	NOUN
ajrhss-3095	33	10	(	(	PUNCT
ajrhss-3095	33	11	wrong	wrong	ADJ
ajrhss-3095	33	12	affix	affix	NOUN
ajrhss-3095	33	13	stacking	stacking	NOUN
ajrhss-3095	33	14	)	)	PUNCT
ajrhss-3095	33	15	and	and	CCONJ
ajrhss-3095	33	16	script	script	NOUN
ajrhss-3095	33	17	preservation	preservation	NOUN
ajrhss-3095	33	18	for	for	ADP
ajrhss-3095	33	19	quoted	quote	VERB
ajrhss-3095	33	20	ru	ru	NOUN
ajrhss-3095	33	21	spans	spans	PROPN
ajrhss-3095	33	22	.	.	PUNCT
ajrhss-3095	34	1	st	st	PROPN
ajrhss-3095	34	2	inherited	inherit	VERB
ajrhss-3095	34	3	both	both	CCONJ
ajrhss-3095	34	4	asr	asr	NOUN
ajrhss-3095	34	5	deletions	deletion	NOUN
ajrhss-3095	34	6	and	and	CCONJ
ajrhss-3095	34	7	mt	mt	PROPN
ajrhss-3095	34	8	lexical	lexical	ADJ
ajrhss-3095	34	9	mismatches	mismatch	NOUN
ajrhss-3095	34	10	,	,	PUNCT
ajrhss-3095	34	11	which	which	PRON
ajrhss-3095	34	12	the	the	DET
ajrhss-3095	34	13	suite	suite	NOUN
ajrhss-3095	34	14	surfaces	surface	NOUN
ajrhss-3095	34	15	via	via	ADP
ajrhss-3095	34	16	alignmentbased	alignmentbase	VERB
ajrhss-3095	34	17	attribution	attribution	NOUN
ajrhss-3095	34	18	so	so	SCONJ
ajrhss-3095	34	19	users	user	NOUN
ajrhss-3095	34	20	can	can	AUX
ajrhss-3095	34	21	see	see	VERB
ajrhss-3095	34	22	whether	whether	SCONJ
ajrhss-3095	34	23	an	an	DET
ajrhss-3095	34	24	error	error	NOUN
ajrhss-3095	34	25	is	be	AUX
ajrhss-3095	34	26	speech	speech	NOUN
ajrhss-3095	34	27	or	or	CCONJ
ajrhss-3095	34	28	translation	translation	NOUN
ajrhss-3095	34	29	-	-	PUNCT
ajrhss-3095	34	30	driven	drive	VERB
ajrhss-3095	34	31	.	.	PUNCT
ajrhss-3095	35	1	human	human	ADJ
ajrhss-3095	35	2	studies	study	NOUN
ajrhss-3095	35	3	show	show	VERB
ajrhss-3095	35	4	consistent	consistent	ADJ
ajrhss-3095	35	5	judgments	judgment	NOUN
ajrhss-3095	35	6	under	under	ADP
ajrhss-3095	35	7	concise	concise	ADJ
ajrhss-3095	35	8	rubrics	rubric	NOUN
ajrhss-3095	35	9	.	.	PUNCT
ajrhss-3095	36	1	for	for	ADP
ajrhss-3095	36	2	mt	mt	PROPN
ajrhss-3095	36	3	adequacy	adequacy	PROPN
ajrhss-3095	36	4	/	/	SYM
ajrhss-3095	36	5	fluency	fluency	NOUN
ajrhss-3095	36	6	(	(	PUNCT
ajrhss-3095	36	7	3	3	NUM
ajrhss-3095	36	8	-	-	PUNCT
ajrhss-3095	36	9	point	point	NOUN
ajrhss-3095	36	10	scales	scale	NOUN
ajrhss-3095	36	11	)	)	PUNCT
ajrhss-3095	36	12	on	on	ADP
ajrhss-3095	36	13	400	400	NUM
ajrhss-3095	36	14	uz→ru	uz→ru	PROPN
ajrhss-3095	36	15	items	item	NOUN
ajrhss-3095	36	16	,	,	PUNCT
ajrhss-3095	36	17	inter	inter	ADJ
ajrhss-3095	36	18	-	-	ADJ
ajrhss-3095	36	19	rater	rater	ADJ
ajrhss-3095	36	20	agreement	agreement	NOUN
ajrhss-3095	36	21	reached	reach	VERB
ajrhss-3095	36	22	κ	κ	X
ajrhss-3095	36	23	=	=	NOUN
ajrhss-3095	36	24	0.62	0.62	NUM
ajrhss-3095	36	25	(	(	PUNCT
ajrhss-3095	36	26	adequacy	adequacy	NOUN
ajrhss-3095	36	27	)	)	PUNCT
ajrhss-3095	36	28	and	and	CCONJ
ajrhss-3095	36	29	κ	κ	X
ajrhss-3095	36	30	=	=	SYM
ajrhss-3095	36	31	0.58	0.58	NUM
ajrhss-3095	36	32	american	american	PROPN
ajrhss-3095	36	33	journal	journal	PROPN
ajrhss-3095	36	34	of	of	ADP
ajrhss-3095	36	35	research	research	NOUN
ajrhss-3095	36	36	in	in	ADP
ajrhss-3095	36	37	humanities	humanity	NOUN
ajrhss-3095	36	38	and	and	CCONJ
ajrhss-3095	36	39	social	social	ADJ
ajrhss-3095	36	40	sciences	science	NOUN
ajrhss-3095	36	41	volume	volume	NOUN
ajrhss-3095	36	42	40	40	NUM
ajrhss-3095	36	43	september	september	PROPN
ajrhss-3095	36	44	2025	2025	NUM
ajrhss-3095	36	45	p	p	NOUN
ajrhss-3095	36	46	a	a	DET
ajrhss-3095	36	47	g	g	NOUN
ajrhss-3095	36	48	e	e	NOUN
ajrhss-3095	36	49	|	|	ADV
ajrhss-3095	36	50	7	7	NUM
ajrhss-3095	36	51	www.americanjournal.org	www.americanjournal.org	NOUN
ajrhss-3095	36	52	(	(	PUNCT
ajrhss-3095	36	53	fluency	fluency	NOUN
ajrhss-3095	36	54	)	)	PUNCT
ajrhss-3095	36	55	.	.	PUNCT
ajrhss-3095	37	1	for	for	ADP
ajrhss-3095	37	2	tts	tts	PROPN
ajrhss-3095	37	3	mos	mos	PROPN
ajrhss-3095	37	4	with	with	ADP
ajrhss-3095	37	5	30	30	NUM
ajrhss-3095	37	6	raters	rater	NOUN
ajrhss-3095	37	7	across	across	ADP
ajrhss-3095	37	8	three	three	NUM
ajrhss-3095	37	9	devices	device	NOUN
ajrhss-3095	37	10	,	,	PUNCT
ajrhss-3095	37	11	between	between	ADP
ajrhss-3095	37	12	-	-	PUNCT
ajrhss-3095	37	13	device	device	NOUN
ajrhss-3095	37	14	variance	variance	NOUN
ajrhss-3095	37	15	was	be	AUX
ajrhss-3095	37	16	small	small	ADJ
ajrhss-3095	37	17	(	(	PUNCT
ajrhss-3095	37	18	levene	levene	NOUN
ajrhss-3095	37	19	’s	’s	NOUN
ajrhss-3095	37	20	p	p	X
ajrhss-3095	37	21	>	>	X
ajrhss-3095	37	22	0.1	0.1	NUM
ajrhss-3095	37	23	)	)	PUNCT
ajrhss-3095	37	24	,	,	PUNCT
ajrhss-3095	37	25	but	but	CCONJ
ajrhss-3095	37	26	channel	channel	NOUN
ajrhss-3095	37	27	-	-	PUNCT
ajrhss-3095	37	28	noisy	noisy	ADJ
ajrhss-3095	37	29	playback	playback	NOUN
ajrhss-3095	37	30	lowered	lower	VERB
ajrhss-3095	37	31	mos	mos	NOUN
ajrhss-3095	37	32	by	by	ADP
ajrhss-3095	37	33	~0.12	~0.12	PUNCT
ajrhss-3095	37	34	on	on	ADP
ajrhss-3095	37	35	average	average	ADJ
ajrhss-3095	37	36	,	,	PUNCT
ajrhss-3095	37	37	which	which	PRON
ajrhss-3095	37	38	matched	match	VERB
ajrhss-3095	37	39	the	the	DET
ajrhss-3095	37	40	asr	asr	NOUN
ajrhss-3095	37	41	-	-	PUNCT
ajrhss-3095	37	42	cer	cer	NOUN
ajrhss-3095	37	43	increase	increase	NOUN
ajrhss-3095	37	44	of	of	ADP
ajrhss-3095	37	45	0.9	0.9	NUM
ajrhss-3095	37	46	pp	pp	NOUN
ajrhss-3095	37	47	.	.	PUNCT
ajrhss-3095	38	1	the	the	DET
ajrhss-3095	38	2	suite	suite	NOUN
ajrhss-3095	38	3	ships	ship	NOUN
ajrhss-3095	38	4	with	with	ADP
ajrhss-3095	38	5	calculator	calculator	NOUN
ajrhss-3095	38	6	notebooks	notebook	NOUN
ajrhss-3095	38	7	that	that	PRON
ajrhss-3095	38	8	convert	convert	VERB
ajrhss-3095	38	9	these	these	DET
ajrhss-3095	38	10	raw	raw	ADJ
ajrhss-3095	38	11	judgments	judgment	NOUN
ajrhss-3095	38	12	to	to	ADP
ajrhss-3095	38	13	confidence	confidence	NOUN
ajrhss-3095	38	14	intervals	interval	NOUN
ajrhss-3095	38	15	and	and	CCONJ
ajrhss-3095	38	16	facilitate	facilitate	NOUN
ajrhss-3095	38	17	power	power	NOUN
ajrhss-3095	38	18	analysis	analysis	NOUN
ajrhss-3095	38	19	for	for	ADP
ajrhss-3095	38	20	study	study	NOUN
ajrhss-3095	38	21	sizing	sizing	NOUN
ajrhss-3095	38	22	.	.	PUNCT
ajrhss-3095	39	1	scalability	scalability	NOUN
ajrhss-3095	39	2	is	be	AUX
ajrhss-3095	39	3	primarily	primarily	ADV
ajrhss-3095	39	4	an	an	DET
ajrhss-3095	39	5	engineering	engineering	NOUN
ajrhss-3095	39	6	constraint	constraint	NOUN
ajrhss-3095	39	7	.	.	PUNCT
ajrhss-3095	40	1	our	our	PRON
ajrhss-3095	40	2	batch	batch	NOUN
ajrhss-3095	40	3	scoring	scoring	NOUN
ajrhss-3095	40	4	of	of	ADP
ajrhss-3095	40	5	10k	10k	PROPN
ajrhss-3095	40	6	mt	mt	PROPN
ajrhss-3095	40	7	segments	segment	NOUN
ajrhss-3095	40	8	completes	complete	VERB
ajrhss-3095	40	9	in	in	ADP
ajrhss-3095	40	10	minutes	minute	NOUN
ajrhss-3095	40	11	on	on	ADP
ajrhss-3095	40	12	a	a	DET
ajrhss-3095	40	13	single	single	ADJ
ajrhss-3095	40	14	cpu	cpu	NOUN
ajrhss-3095	40	15	node	node	NOUN
ajrhss-3095	40	16	;	;	PUNCT
ajrhss-3095	40	17	streaming	streaming	NOUN
ajrhss-3095	40	18	st	st	PROPN
ajrhss-3095	40	19	evaluation	evaluation	NOUN
ajrhss-3095	40	20	at	at	ADP
ajrhss-3095	40	21	1×	1×	NUM
ajrhss-3095	40	22	real	real	ADJ
ajrhss-3095	40	23	time	time	NOUN
ajrhss-3095	40	24	is	be	AUX
ajrhss-3095	40	25	feasible	feasible	ADJ
ajrhss-3095	40	26	with	with	ADP
ajrhss-3095	40	27	light	light	ADJ
ajrhss-3095	40	28	instrumentation	instrumentation	NOUN
ajrhss-3095	40	29	.	.	PUNCT
ajrhss-3095	41	1	storage	storage	NOUN
ajrhss-3095	41	2	and	and	CCONJ
ajrhss-3095	41	3	governance	governance	NOUN
ajrhss-3095	41	4	are	be	AUX
ajrhss-3095	41	5	treated	treat	VERB
ajrhss-3095	41	6	as	as	ADP
ajrhss-3095	41	7	first	first	ADJ
ajrhss-3095	41	8	-	-	PUNCT
ajrhss-3095	41	9	class	class	NOUN
ajrhss-3095	41	10	:	:	PUNCT
ajrhss-3095	41	11	every	every	DET
ajrhss-3095	41	12	test	test	NOUN
ajrhss-3095	41	13	item	item	NOUN
ajrhss-3095	41	14	carries	carry	VERB
ajrhss-3095	41	15	a	a	DET
ajrhss-3095	41	16	stable	stable	ADJ
ajrhss-3095	41	17	i	i	PROPN
ajrhss-3095	41	18	d	d	PROPN
ajrhss-3095	41	19	,	,	PUNCT
ajrhss-3095	41	20	license	license	NOUN
ajrhss-3095	41	21	,	,	PUNCT
ajrhss-3095	41	22	script	script	NOUN
ajrhss-3095	41	23	tag	tag	NOUN
ajrhss-3095	41	24	,	,	PUNCT
ajrhss-3095	41	25	dialect	dialect	VERB
ajrhss-3095	41	26	label	label	NOUN
ajrhss-3095	41	27	(	(	PUNCT
ajrhss-3095	41	28	if	if	SCONJ
ajrhss-3095	41	29	known	know	VERB
ajrhss-3095	41	30	)	)	PUNCT
ajrhss-3095	41	31	,	,	PUNCT
ajrhss-3095	41	32	snr	snr	PROPN
ajrhss-3095	41	33	bin	bin	PROPN
ajrhss-3095	41	34	(	(	PUNCT
ajrhss-3095	41	35	for	for	ADP
ajrhss-3095	41	36	audio	audio	NOUN
ajrhss-3095	41	37	)	)	PUNCT
ajrhss-3095	41	38	,	,	PUNCT
ajrhss-3095	41	39	and	and	CCONJ
ajrhss-3095	41	40	domain	domain	NOUN
ajrhss-3095	41	41	tag	tag	NOUN
ajrhss-3095	41	42	,	,	PUNCT
ajrhss-3095	41	43	and	and	CCONJ
ajrhss-3095	41	44	per	per	ADP
ajrhss-3095	41	45	-	-	PUNCT
ajrhss-3095	41	46	segment	segment	NOUN
ajrhss-3095	41	47	metric	metric	ADJ
ajrhss-3095	41	48	dumps	dump	NOUN
ajrhss-3095	41	49	are	be	AUX
ajrhss-3095	41	50	retained	retain	VERB
ajrhss-3095	41	51	so	so	SCONJ
ajrhss-3095	41	52	that	that	SCONJ
ajrhss-3095	41	53	new	new	ADJ
ajrhss-3095	41	54	metrics	metric	NOUN
ajrhss-3095	41	55	can	can	AUX
ajrhss-3095	41	56	be	be	AUX
ajrhss-3095	41	57	retro	retro	VERB
ajrhss-3095	41	58	-	-	PUNCT
ajrhss-3095	41	59	applied	apply	VERB
ajrhss-3095	41	60	without	without	ADP
ajrhss-3095	41	61	re	re	VERB
ajrhss-3095	41	62	-	-	VERB
ajrhss-3095	41	63	decoding	decode	VERB
ajrhss-3095	41	64	.	.	PUNCT
ajrhss-3095	42	1	discussion	discussion	NOUN
ajrhss-3095	42	2	three	three	NUM
ajrhss-3095	42	3	findings	finding	NOUN
ajrhss-3095	42	4	stand	stand	VERB
ajrhss-3095	42	5	out	out	ADP
ajrhss-3095	42	6	.	.	PUNCT
ajrhss-3095	43	1	first	first	ADV
ajrhss-3095	43	2	,	,	PUNCT
ajrhss-3095	43	3	character	character	NOUN
ajrhss-3095	43	4	-	-	PUNCT
ajrhss-3095	43	5	aware	aware	ADJ
ajrhss-3095	43	6	metrics	metric	NOUN
ajrhss-3095	43	7	are	be	AUX
ajrhss-3095	43	8	not	not	PART
ajrhss-3095	43	9	optional	optional	ADJ
ajrhss-3095	43	10	for	for	ADP
ajrhss-3095	43	11	uzbek	uzbek	PROPN
ajrhss-3095	43	12	.	.	PUNCT
ajrhss-3095	43	13	bleu	bleu	NOUN
ajrhss-3095	43	14	alone	alone	ADV
ajrhss-3095	43	15	overrewards	overrewards	ADV
ajrhss-3095	43	16	surface	surface	VERB
ajrhss-3095	43	17	token	token	VERB
ajrhss-3095	43	18	overlap	overlap	NOUN
ajrhss-3095	43	19	while	while	SCONJ
ajrhss-3095	43	20	under	under	ADV
ajrhss-3095	43	21	-	-	PUNCT
ajrhss-3095	43	22	penalizing	penalize	VERB
ajrhss-3095	43	23	affixal	affixal	NOUN
ajrhss-3095	43	24	errors	error	NOUN
ajrhss-3095	43	25	;	;	PUNCT
ajrhss-3095	43	26	chrf	chrf	NOUN
ajrhss-3095	43	27	correlates	correlate	VERB
ajrhss-3095	43	28	better	well	ADV
ajrhss-3095	43	29	with	with	ADP
ajrhss-3095	43	30	rater	rater	ADJ
ajrhss-3095	43	31	adequacy	adequacy	NOUN
ajrhss-3095	43	32	on	on	ADP
ajrhss-3095	43	33	ru→uz	ru→uz	NOUN
ajrhss-3095	43	34	,	,	PUNCT
ajrhss-3095	43	35	and	and	CCONJ
ajrhss-3095	43	36	comet	comet	NOUN
ajrhss-3095	43	37	provides	provide	VERB
ajrhss-3095	43	38	a	a	DET
ajrhss-3095	43	39	useful	useful	ADJ
ajrhss-3095	43	40	tie	tie	NOUN
ajrhss-3095	43	41	-	-	PUNCT
ajrhss-3095	43	42	breaker	breaker	NOUN
ajrhss-3095	43	43	when	when	SCONJ
ajrhss-3095	43	44	multiple	multiple	ADJ
ajrhss-3095	43	45	outputs	output	NOUN
ajrhss-3095	43	46	cluster	cluster	NOUN
ajrhss-3095	43	47	in	in	ADP
ajrhss-3095	43	48	bleu	bleu	NOUN
ajrhss-3095	43	49	.	.	PUNCT
ajrhss-3095	44	1	second	second	ADJ
ajrhss-3095	44	2	,	,	PUNCT
ajrhss-3095	44	3	script	script	NOUN
ajrhss-3095	44	4	awareness	awareness	NOUN
ajrhss-3095	44	5	prevents	prevent	VERB
ajrhss-3095	44	6	misleading	mislead	VERB
ajrhss-3095	44	7	gains	gain	NOUN
ajrhss-3095	44	8	.	.	PUNCT
ajrhss-3095	45	1	if	if	SCONJ
ajrhss-3095	45	2	a	a	DET
ajrhss-3095	45	3	model	model	NOUN
ajrhss-3095	45	4	«	«	PUNCT
ajrhss-3095	45	5	solves	solve	NOUN
ajrhss-3095	45	6	»	»	NOUN
ajrhss-3095	45	7	uz→ru	uz→ru	NUM
ajrhss-3095	45	8	by	by	ADP
ajrhss-3095	45	9	copying	copy	VERB
ajrhss-3095	45	10	ru	ru	NOUN
ajrhss-3095	45	11	spans	span	NOUN
ajrhss-3095	45	12	indiscriminately	indiscriminately	ADV
ajrhss-3095	45	13	,	,	PUNCT
ajrhss-3095	45	14	bleu	bleu	NOUN
ajrhss-3095	45	15	can	can	AUX
ajrhss-3095	45	16	rise	rise	VERB
ajrhss-3095	45	17	while	while	SCONJ
ajrhss-3095	45	18	human	human	ADJ
ajrhss-3095	45	19	adequacy	adequacy	NOUN
ajrhss-3095	45	20	falls	fall	VERB
ajrhss-3095	45	21	;	;	PUNCT
ajrhss-3095	45	22	our	our	PRON
ajrhss-3095	45	23	cross	cross	ADJ
ajrhss-3095	45	24	-	-	ADJ
ajrhss-3095	45	25	script	script	ADJ
ajrhss-3095	45	26	diagnostics	diagnostic	NOUN
ajrhss-3095	45	27	expose	expose	VERB
ajrhss-3095	45	28	this	this	DET
ajrhss-3095	45	29	failure	failure	NOUN
ajrhss-3095	45	30	mode	mode	NOUN
ajrhss-3095	45	31	.	.	PUNCT
ajrhss-3095	46	1	third	third	ADJ
ajrhss-3095	46	2	,	,	PUNCT
ajrhss-3095	46	3	attribution	attribution	NOUN
ajrhss-3095	46	4	matters	matter	VERB
ajrhss-3095	46	5	in	in	ADP
ajrhss-3095	46	6	speech	speech	NOUN
ajrhss-3095	46	7	translation	translation	NOUN
ajrhss-3095	46	8	:	:	PUNCT
ajrhss-3095	46	9	conflating	conflate	VERB
ajrhss-3095	46	10	asr	asr	PROPN
ajrhss-3095	46	11	and	and	CCONJ
ajrhss-3095	46	12	mt	mt	PROPN
ajrhss-3095	46	13	errors	error	NOUN
ajrhss-3095	46	14	leads	lead	VERB
ajrhss-3095	46	15	to	to	ADP
ajrhss-3095	46	16	the	the	DET
ajrhss-3095	46	17	wrong	wrong	ADJ
ajrhss-3095	46	18	fixes	fix	NOUN
ajrhss-3095	46	19	;	;	PUNCT
ajrhss-3095	46	20	the	the	DET
ajrhss-3095	46	21	suite	suite	NOUN
ajrhss-3095	46	22	’s	’s	PART
ajrhss-3095	46	23	alignment	alignment	NOUN
ajrhss-3095	46	24	-	-	PUNCT
ajrhss-3095	46	25	based	base	VERB
ajrhss-3095	46	26	decomposition	decomposition	NOUN
ajrhss-3095	46	27	points	point	VERB
ajrhss-3095	46	28	modelers	modeler	NOUN
ajrhss-3095	46	29	to	to	ADP
ajrhss-3095	46	30	the	the	DET
ajrhss-3095	46	31	true	true	ADJ
ajrhss-3095	46	32	bottleneck	bottleneck	NOUN
ajrhss-3095	46	33	.	.	PUNCT
ajrhss-3095	47	1	conclusion	conclusion	NOUN
ajrhss-3095	47	2	a	a	DET
ajrhss-3095	47	3	language	language	NOUN
ajrhss-3095	47	4	-	-	PUNCT
ajrhss-3095	47	5	aware	aware	ADJ
ajrhss-3095	47	6	,	,	PUNCT
ajrhss-3095	47	7	reproducible	reproducible	ADJ
ajrhss-3095	47	8	evaluation	evaluation	NOUN
ajrhss-3095	47	9	suite	suite	NOUN
ajrhss-3095	47	10	turns	turn	VERB
ajrhss-3095	47	11	uzbek	uzbek	PROPN
ajrhss-3095	47	12	from	from	ADP
ajrhss-3095	47	13	a	a	DET
ajrhss-3095	47	14	«	«	PUNCT
ajrhss-3095	47	15	special	special	ADJ
ajrhss-3095	47	16	case	case	NOUN
ajrhss-3095	47	17	»	»	PUNCT
ajrhss-3095	47	18	into	into	ADP
ajrhss-3095	47	19	a	a	DET
ajrhss-3095	47	20	tractable	tractable	ADJ
ajrhss-3095	47	21	engineering	engineering	NOUN
ajrhss-3095	47	22	target	target	NOUN
ajrhss-3095	47	23	.	.	PUNCT
ajrhss-3095	48	1	by	by	ADP
ajrhss-3095	48	2	standardizing	standardize	VERB
ajrhss-3095	48	3	preprocessing	preprocessing	NOUN
ajrhss-3095	48	4	,	,	PUNCT
ajrhss-3095	48	5	metrics	metric	NOUN
ajrhss-3095	48	6	,	,	PUNCT
ajrhss-3095	48	7	error	error	NOUN
ajrhss-3095	48	8	taxonomies	taxonomy	NOUN
ajrhss-3095	48	9	,	,	PUNCT
ajrhss-3095	48	10	and	and	CCONJ
ajrhss-3095	48	11	human	human	ADJ
ajrhss-3095	48	12	protocols	protocol	NOUN
ajrhss-3095	48	13	across	across	ADP
ajrhss-3095	48	14	asr	asr	PROPN
ajrhss-3095	48	15	,	,	PUNCT
ajrhss-3095	48	16	tts	tts	PROPN
ajrhss-3095	48	17	,	,	PUNCT
ajrhss-3095	48	18	mt	mt	PROPN
ajrhss-3095	48	19	,	,	PUNCT
ajrhss-3095	48	20	and	and	CCONJ
ajrhss-3095	48	21	st	st	NOUN
ajrhss-3095	48	22	,	,	PUNCT
ajrhss-3095	48	23	and	and	CCONJ
ajrhss-3095	48	24	by	by	ADP
ajrhss-3095	48	25	baking	bake	VERB
ajrhss-3095	48	26	in	in	ADP
ajrhss-3095	48	27	script	script	NOUN
ajrhss-3095	48	28	and	and	CCONJ
ajrhss-3095	48	29	code	code	NOUN
ajrhss-3095	48	30	-	-	PUNCT
ajrhss-3095	48	31	switch	switch	NOUN
ajrhss-3095	48	32	awareness	awareness	NOUN
ajrhss-3095	48	33	,	,	PUNCT
ajrhss-3095	48	34	the	the	DET
ajrhss-3095	48	35	suite	suite	NOUN
ajrhss-3095	48	36	supports	support	VERB
ajrhss-3095	48	37	fair	fair	ADJ
ajrhss-3095	48	38	comparison	comparison	NOUN
ajrhss-3095	48	39	,	,	PUNCT
ajrhss-3095	48	40	actionable	actionable	ADJ
ajrhss-3095	48	41	diagnostics	diagnostic	NOUN
ajrhss-3095	48	42	,	,	PUNCT
ajrhss-3095	48	43	and	and	CCONJ
ajrhss-3095	48	44	longitudinal	longitudinal	ADJ
ajrhss-3095	48	45	tracking	tracking	NOUN
ajrhss-3095	48	46	.	.	PUNCT
ajrhss-3095	49	1	references	reference	NOUN
ajrhss-3095	49	2	1	1	NUM
ajrhss-3095	49	3	.	.	PUNCT
ajrhss-3095	49	4	papineni	papineni	PROPN
ajrhss-3095	49	5	k.	k.	PROPN
ajrhss-3095	49	6	et	et	PROPN
ajrhss-3095	49	7	al	al	PROPN
ajrhss-3095	49	8	.	.	PROPN
ajrhss-3095	49	9	bleu	bleu	PROPN
ajrhss-3095	49	10	:	:	PUNCT
ajrhss-3095	49	11	a	a	DET
ajrhss-3095	49	12	method	method	NOUN
ajrhss-3095	49	13	for	for	ADP
ajrhss-3095	49	14	automatic	automatic	ADJ
ajrhss-3095	49	15	evaluation	evaluation	NOUN
ajrhss-3095	49	16	of	of	ADP
ajrhss-3095	49	17	machine	machine	NOUN
ajrhss-3095	49	18	translation	translation	NOUN
ajrhss-3095	49	19	//proceedings	//proceeding	NOUN
ajrhss-3095	49	20	of	of	ADP
ajrhss-3095	49	21	the	the	DET
ajrhss-3095	49	22	40th	40th	ADJ
ajrhss-3095	49	23	annual	annual	ADJ
ajrhss-3095	49	24	meeting	meeting	NOUN
ajrhss-3095	49	25	of	of	ADP
ajrhss-3095	49	26	the	the	DET
ajrhss-3095	49	27	association	association	NOUN
ajrhss-3095	49	28	for	for	ADP
ajrhss-3095	49	29	computational	computational	ADJ
ajrhss-3095	49	30	linguistics	linguistic	NOUN
ajrhss-3095	49	31	.	.	PUNCT
ajrhss-3095	50	1	–	–	PUNCT
ajrhss-3095	50	2	2002	2002	NUM
ajrhss-3095	50	3	.	.	PUNCT
ajrhss-3095	51	1	–	–	PUNCT
ajrhss-3095	51	2	с	с	PROPN
ajrhss-3095	51	3	.	.	PROPN
ajrhss-3095	51	4	311	311	NUM
ajrhss-3095	51	5	-	-	SYM
ajrhss-3095	51	6	318	318	NUM
ajrhss-3095	51	7	.	.	PUNCT
ajrhss-3095	52	1	2	2	NUM
ajrhss-3095	52	2	.	.	NUM
ajrhss-3095	52	3	popović	popović	PROPN
ajrhss-3095	52	4	m.	m.	NOUN
ajrhss-3095	52	5	chrf	chrf	NOUN
ajrhss-3095	52	6	:	:	PUNCT
ajrhss-3095	52	7	character	character	NOUN
ajrhss-3095	52	8	n	n	NOUN
ajrhss-3095	52	9	-	-	PUNCT
ajrhss-3095	52	10	gram	gram	NOUN
ajrhss-3095	52	11	f	f	NOUN
ajrhss-3095	52	12	-	-	PUNCT
ajrhss-3095	52	13	score	score	NOUN
ajrhss-3095	52	14	for	for	ADP
ajrhss-3095	52	15	automatic	automatic	ADJ
ajrhss-3095	52	16	mt	mt	PROPN
ajrhss-3095	52	17	evaluation	evaluation	NOUN
ajrhss-3095	52	18	//proceedings	//proceeding	NOUN
ajrhss-3095	52	19	of	of	ADP
ajrhss-3095	52	20	the	the	DET
ajrhss-3095	52	21	tenth	tenth	ADJ
ajrhss-3095	52	22	workshop	workshop	NOUN
ajrhss-3095	52	23	on	on	ADP
ajrhss-3095	52	24	statistical	statistical	ADJ
ajrhss-3095	52	25	machine	machine	NOUN
ajrhss-3095	52	26	translation	translation	NOUN
ajrhss-3095	52	27	.	.	PUNCT
ajrhss-3095	53	1	–	–	PUNCT
ajrhss-3095	53	2	2015	2015	NUM
ajrhss-3095	53	3	.	.	PUNCT
ajrhss-3095	54	1	–	–	PUNCT
ajrhss-3095	54	2	с	с	PROPN
ajrhss-3095	54	3	.	.	PROPN
ajrhss-3095	54	4	392	392	NUM
ajrhss-3095	54	5	-	-	SYM
ajrhss-3095	54	6	395	395	NUM
ajrhss-3095	54	7	.	.	PUNCT
ajrhss-3095	55	1	3	3	X
ajrhss-3095	55	2	.	.	X
ajrhss-3095	55	3	post	post	PROPN
ajrhss-3095	55	4	m.	m.	NOUN
ajrhss-3095	55	5	a	a	DET
ajrhss-3095	55	6	call	call	NOUN
ajrhss-3095	55	7	for	for	ADP
ajrhss-3095	55	8	clarity	clarity	NOUN
ajrhss-3095	55	9	in	in	ADP
ajrhss-3095	55	10	reporting	report	VERB
ajrhss-3095	55	11	bleu	bleu	NOUN
ajrhss-3095	55	12	scores	score	NOUN
ajrhss-3095	55	13	//arxiv	//arxiv	PUNCT
ajrhss-3095	55	14	preprint	preprint	NOUN
ajrhss-3095	55	15	arxiv:1804.08771	arxiv:1804.08771	ADJ
ajrhss-3095	55	16	.	.	PUNCT
ajrhss-3095	56	1	–	–	PUNCT
ajrhss-3095	56	2	2018	2018	NUM
ajrhss-3095	56	3	.	.	PUNCT
ajrhss-3095	57	1	4	4	X
ajrhss-3095	57	2	.	.	X
ajrhss-3095	57	3	rei	rei	PROPN
ajrhss-3095	57	4	r.	r.	PROPN
ajrhss-3095	57	5	et	et	PROPN
ajrhss-3095	57	6	al	al	PROPN
ajrhss-3095	57	7	.	.	PROPN
ajrhss-3095	57	8	comet	comet	PROPN
ajrhss-3095	57	9	:	:	PUNCT
ajrhss-3095	57	10	a	a	DET
ajrhss-3095	57	11	neural	neural	ADJ
ajrhss-3095	57	12	framework	framework	NOUN
ajrhss-3095	57	13	for	for	ADP
ajrhss-3095	57	14	mt	mt	PROPN
ajrhss-3095	57	15	evaluation	evaluation	NOUN
ajrhss-3095	57	16	//arxiv	//arxiv	PUNCT
ajrhss-3095	58	1	preprint	preprint	NOUN
ajrhss-3095	58	2	arxiv:2009.09025	arxiv:2009.09025	NOUN
ajrhss-3095	58	3	.	.	PUNCT
ajrhss-3095	58	4	–	–	PUNCT
ajrhss-3095	58	5	2020	2020	NUM
ajrhss-3095	58	6	.	.	X
ajrhss-3095	59	1	5	5	NUM
ajrhss-3095	59	2	.	.	X
ajrhss-3095	59	3	sobirovich	sobirovich	PROPN
ajrhss-3095	59	4	s.	s.	PROPN
ajrhss-3095	59	5	a.	a.	PROPN
ajrhss-3095	59	6	a	a	DET
ajrhss-3095	59	7	pragmatically	pragmatically	ADV
ajrhss-3095	59	8	oriented	orient	VERB
ajrhss-3095	59	9	approach	approach	NOUN
ajrhss-3095	59	10	to	to	ADP
ajrhss-3095	59	11	generative	generative	ADJ
ajrhss-3095	59	12	linguistics	linguistic	NOUN
ajrhss-3095	59	13	//current	//current	PUNCT
ajrhss-3095	59	14	research	research	NOUN
ajrhss-3095	59	15	journal	journal	NOUN
ajrhss-3095	59	16	of	of	ADP
ajrhss-3095	59	17	philological	philological	ADJ
ajrhss-3095	59	18	sciences	science	NOUN
ajrhss-3095	59	19	.	.	PUNCT
ajrhss-3095	60	1	–	–	PUNCT
ajrhss-3095	60	2	2024	2024	NUM
ajrhss-3095	60	3	.	.	PUNCT
ajrhss-3095	61	1	–	–	PUNCT
ajrhss-3095	61	2	т	т	X
ajrhss-3095	61	3	.	.	NOUN
ajrhss-3095	61	4	5	5	NUM
ajrhss-3095	61	5	.	.	X
ajrhss-3095	61	6	–	–	PUNCT
ajrhss-3095	61	7	№	№	NOUN
ajrhss-3095	61	8	.	.	PUNCT
ajrhss-3095	61	9	04	04	NUM
ajrhss-3095	61	10	.	.	PUNCT
ajrhss-3095	61	11	–	–	PUNCT
ajrhss-3095	62	1	с	с	PROPN
ajrhss-3095	62	2	.	.	PROPN
ajrhss-3095	62	3	69	69	NUM
ajrhss-3095	62	4	-	-	SYM
ajrhss-3095	62	5	75	75	NUM
ajrhss-3095	62	6	.	.	PUNCT
ajrhss-3095	63	1	6	6	NUM
ajrhss-3095	63	2	.	.	NOUN
ajrhss-3095	63	3	авезов	авезов	PROPN
ajrhss-3095	63	4	с	с	PROPN
ajrhss-3095	63	5	.	.	PUNCT
ajrhss-3095	64	1	корпусная	корпусная	PROPN
ajrhss-3095	64	2	лингвистика	лингвистика	VERB
ajrhss-3095	64	3	:	:	PUNCT
ajrhss-3095	64	4	новые	новые	PROPN
ajrhss-3095	64	5	подходы	подходы	PROPN
ajrhss-3095	64	6	к	к	NOUN
ajrhss-3095	64	7	анализу	анализу	PROPN
ajrhss-3095	64	8	языка	языка	VERB
ajrhss-3095	64	9	и	и	PROPN
ajrhss-3095	64	10	их	их	PROPN
ajrhss-3095	64	11	приложения	приложения	NOUN
ajrhss-3095	64	12	в	в	PROPN
ajrhss-3095	64	13	обучении	обучении	AUX
ajrhss-3095	64	14	иностранным	иностранным	PROPN
ajrhss-3095	64	15	языкам	языкам	PROPN
ajrhss-3095	64	16	//international	//international	ADJ
ajrhss-3095	64	17	bulletin	bulletin	NOUN
ajrhss-3095	64	18	of	of	ADP
ajrhss-3095	64	19	applied	apply	VERB
ajrhss-3095	64	20	science	science	NOUN
ajrhss-3095	64	21	and	and	CCONJ
ajrhss-3095	64	22	technology	technology	NOUN
ajrhss-3095	64	23	.	.	PUNCT
ajrhss-3095	65	1	–	–	PUNCT
ajrhss-3095	65	2	2023	2023	NUM
ajrhss-3095	65	3	.	.	PUNCT
ajrhss-3095	66	1	–	–	PUNCT
ajrhss-3095	66	2	т	т	X
ajrhss-3095	66	3	.	.	NOUN
ajrhss-3095	66	4	3	3	NUM
ajrhss-3095	66	5	.	.	X
ajrhss-3095	66	6	–	–	PUNCT
ajrhss-3095	66	7	№	№	NOUN
ajrhss-3095	66	8	.	.	PUNCT
ajrhss-3095	67	1	7	7	X
ajrhss-3095	67	2	.	.	X
ajrhss-3095	67	3	–	–	PUNCT
ajrhss-3095	67	4	с	с	NOUN
ajrhss-3095	67	5	.	.	PROPN
ajrhss-3095	67	6	177	177	NUM
ajrhss-3095	67	7	-	-	SYM
ajrhss-3095	67	8	181	181	NUM
ajrhss-3095	67	9	.	.	PUNCT