id	sid	tid	token	lemma	pos
cte-554	1	1	the	the	DET
cte-554	1	2	recognition	recognition	NOUN
cte-554	1	3	of	of	ADP
cte-554	1	4	speech	speech	NOUN
cte-554	1	5	defects	defect	NOUN
cte-554	1	6	using	use	VERB
cte-554	1	7	convolutional	convolutional	ADJ
cte-554	1	8	neural	neural	ADJ
cte-554	1	9	network	network	NOUN
cte-554	1	10	cte	cte	NOUN
cte-554	1	11	workshop	workshop	NOUN
cte-554	1	12	proceedings	proceeding	NOUN
cte-554	1	13	,	,	PUNCT
cte-554	1	14	2023	2023	NUM
cte-554	1	15	,	,	PUNCT
cte-554	1	16	vol	vol	NOUN
cte-554	1	17	.	.	PUNCT
cte-554	1	18	10	10	NUM
cte-554	1	19	:	:	PUNCT
cte-554	1	20	cited-2022	cited-2022	NOUN
cte-554	1	21	,	,	PUNCT
cte-554	1	22	pp	pp	PROPN
cte-554	1	23	.	.	PUNCT
cte-554	1	24	153	153	NUM
cte-554	1	25	-	-	SYM
cte-554	1	26	166	166	NUM
cte-554	1	27	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	1	28	the	the	DET
cte-554	1	29	recognition	recognition	NOUN
cte-554	1	30	of	of	ADP
cte-554	1	31	speech	speech	NOUN
cte-554	1	32	defects	defect	NOUN
cte-554	1	33	using	use	VERB
cte-554	1	34	convolutional	convolutional	ADJ
cte-554	1	35	neural	neural	ADJ
cte-554	1	36	network	network	NOUN
cte-554	1	37	olha	olha	NOUN
cte-554	1	38	pronina1	pronina1	PROPN
cte-554	1	39	,	,	PUNCT
cte-554	1	40	olena	olena	PROPN
cte-554	1	41	piatykop1	piatykop1	VERB
cte-554	1	42	1pryazovskyi	1pryazovskyi	NUM
cte-554	1	43	state	state	PROPN
cte-554	1	44	technical	technical	ADJ
cte-554	1	45	university	university	NOUN
cte-554	1	46	,	,	PUNCT
cte-554	1	47	19	19	NUM
cte-554	1	48	dmytro	dmytro	NOUN
cte-554	1	49	yavornytskyi	yavornytskyi	PROPN
cte-554	1	50	ave	ave	PROPN
cte-554	1	51	.	.	PROPN
cte-554	1	52	,	,	PUNCT
cte-554	1	53	dnipro	dnipro	PROPN
cte-554	1	54	,	,	PUNCT
cte-554	1	55	49005	49005	NUM
cte-554	1	56	,	,	PUNCT
cte-554	1	57	ukraine	ukraine	PROPN
cte-554	1	58	abstract	abstract	NOUN
cte-554	1	59	.	.	PUNCT
cte-554	2	1	the	the	DET
cte-554	2	2	paper	paper	NOUN
cte-554	2	3	proposes	propose	VERB
cte-554	2	4	a	a	DET
cte-554	2	5	solution	solution	NOUN
cte-554	2	6	to	to	PART
cte-554	2	7	improve	improve	VERB
cte-554	2	8	the	the	DET
cte-554	2	9	efficiency	efficiency	NOUN
cte-554	2	10	of	of	ADP
cte-554	2	11	recognition	recognition	NOUN
cte-554	2	12	of	of	ADP
cte-554	2	13	speech	speech	NOUN
cte-554	2	14	defects	defect	NOUN
cte-554	2	15	in	in	ADP
cte-554	2	16	children	child	NOUN
cte-554	2	17	by	by	ADP
cte-554	2	18	processing	process	VERB
cte-554	2	19	the	the	DET
cte-554	2	20	sound	sound	ADJ
cte-554	2	21	data	datum	NOUN
cte-554	2	22	of	of	ADP
cte-554	2	23	the	the	DET
cte-554	2	24	spectrogram	spectrogram	NOUN
cte-554	2	25	based	base	VERB
cte-554	2	26	on	on	ADP
cte-554	2	27	convolutional	convolutional	ADJ
cte-554	2	28	neural	neural	ADJ
cte-554	2	29	network	network	NOUN
cte-554	2	30	models	model	NOUN
cte-554	2	31	.	.	PUNCT
cte-554	3	1	for	for	ADP
cte-554	3	2	a	a	DET
cte-554	3	3	successful	successful	ADJ
cte-554	3	4	existence	existence	NOUN
cte-554	3	5	in	in	ADP
cte-554	3	6	society	society	NOUN
cte-554	3	7	,	,	PUNCT
cte-554	3	8	a	a	DET
cte-554	3	9	person	person	NOUN
cte-554	3	10	needs	need	VERB
cte-554	3	11	the	the	DET
cte-554	3	12	most	most	ADV
cte-554	3	13	important	important	ADJ
cte-554	3	14	skill	skill	NOUN
cte-554	3	15	–	–	PUNCT
cte-554	3	16	the	the	DET
cte-554	3	17	ability	ability	NOUN
cte-554	3	18	to	to	PART
cte-554	3	19	communicate	communicate	VERB
cte-554	3	20	with	with	ADP
cte-554	3	21	other	other	ADJ
cte-554	3	22	people	people	NOUN
cte-554	3	23	.	.	PUNCT
cte-554	4	1	the	the	DET
cte-554	4	2	main	main	ADJ
cte-554	4	3	part	part	NOUN
cte-554	4	4	of	of	ADP
cte-554	4	5	the	the	DET
cte-554	4	6	information	information	NOUN
cte-554	4	7	a	a	DET
cte-554	4	8	person	person	NOUN
cte-554	4	9	transmits	transmit	VERB
cte-554	4	10	through	through	ADP
cte-554	4	11	speech	speech	NOUN
cte-554	4	12	.	.	PUNCT
cte-554	5	1	the	the	DET
cte-554	5	2	normal	normal	ADJ
cte-554	5	3	development	development	NOUN
cte-554	5	4	of	of	ADP
cte-554	5	5	children	child	NOUN
cte-554	5	6	necessarily	necessarily	ADV
cte-554	5	7	includes	include	VERB
cte-554	5	8	the	the	DET
cte-554	5	9	mastery	mastery	NOUN
cte-554	5	10	of	of	ADP
cte-554	5	11	coherent	coherent	ADJ
cte-554	5	12	speech	speech	NOUN
cte-554	5	13	.	.	PUNCT
cte-554	6	1	speech	speech	NOUN
cte-554	6	2	is	be	AUX
cte-554	6	3	not	not	PART
cte-554	6	4	an	an	DET
cte-554	6	5	innate	innate	ADJ
cte-554	6	6	skill	skill	NOUN
cte-554	6	7	for	for	ADP
cte-554	6	8	people	people	NOUN
cte-554	6	9	,	,	PUNCT
cte-554	6	10	and	and	CCONJ
cte-554	6	11	children	child	NOUN
cte-554	6	12	learn	learn	VERB
cte-554	6	13	it	it	PRON
cte-554	6	14	on	on	ADP
cte-554	6	15	their	their	PRON
cte-554	6	16	own	own	ADJ
cte-554	6	17	.	.	PUNCT
cte-554	7	1	speech	speech	NOUN
cte-554	7	2	defects	defect	NOUN
cte-554	7	3	can	can	AUX
cte-554	7	4	cause	cause	VERB
cte-554	7	5	the	the	DET
cte-554	7	6	development	development	NOUN
cte-554	7	7	of	of	ADP
cte-554	7	8	complexes	complex	NOUN
cte-554	7	9	in	in	ADP
cte-554	7	10	a	a	DET
cte-554	7	11	child	child	NOUN
cte-554	7	12	.	.	PUNCT
cte-554	8	1	therefore	therefore	ADV
cte-554	8	2	,	,	PUNCT
cte-554	8	3	it	it	PRON
cte-554	8	4	is	be	AUX
cte-554	8	5	very	very	ADV
cte-554	8	6	important	important	ADJ
cte-554	8	7	to	to	PART
cte-554	8	8	eliminate	eliminate	VERB
cte-554	8	9	them	they	PRON
cte-554	8	10	at	at	ADP
cte-554	8	11	an	an	DET
cte-554	8	12	early	early	ADJ
cte-554	8	13	age	age	NOUN
cte-554	8	14	.	.	PUNCT
cte-554	9	1	so	so	ADV
cte-554	9	2	,	,	PUNCT
cte-554	9	3	the	the	DET
cte-554	9	4	problem	problem	NOUN
cte-554	9	5	of	of	ADP
cte-554	9	6	determining	determine	VERB
cte-554	9	7	speech	speech	NOUN
cte-554	9	8	defects	defect	NOUN
cte-554	9	9	in	in	ADP
cte-554	9	10	children	child	NOUN
cte-554	9	11	today	today	NOUN
cte-554	9	12	is	be	AUX
cte-554	9	13	a	a	DET
cte-554	9	14	very	very	ADV
cte-554	9	15	urgent	urgent	ADJ
cte-554	9	16	problem	problem	NOUN
cte-554	9	17	for	for	ADP
cte-554	9	18	parents	parent	NOUN
cte-554	9	19	,	,	PUNCT
cte-554	9	20	speech	speech	NOUN
cte-554	9	21	therapists	therapist	NOUN
cte-554	9	22	and	and	CCONJ
cte-554	9	23	psychologists	psychologist	NOUN
cte-554	9	24	.	.	PUNCT
cte-554	10	1	modern	modern	ADJ
cte-554	10	2	information	information	NOUN
cte-554	10	3	technologies	technology	NOUN
cte-554	10	4	can	can	AUX
cte-554	10	5	help	help	VERB
cte-554	10	6	in	in	ADP
cte-554	10	7	solving	solve	VERB
cte-554	10	8	this	this	DET
cte-554	10	9	problem	problem	NOUN
cte-554	10	10	.	.	PUNCT
cte-554	11	1	the	the	DET
cte-554	11	2	paper	paper	NOUN
cte-554	11	3	provides	provide	VERB
cte-554	11	4	an	an	DET
cte-554	11	5	analysis	analysis	NOUN
cte-554	11	6	of	of	ADP
cte-554	11	7	the	the	DET
cte-554	11	8	literature	literature	NOUN
cte-554	11	9	,	,	PUNCT
cte-554	11	10	which	which	PRON
cte-554	11	11	showed	show	VERB
cte-554	11	12	that	that	SCONJ
cte-554	11	13	models	model	NOUN
cte-554	11	14	of	of	ADP
cte-554	11	15	cnn	cnn	PROPN
cte-554	11	16	can	can	AUX
cte-554	11	17	be	be	AUX
cte-554	11	18	successfully	successfully	ADV
cte-554	11	19	used	use	VERB
cte-554	11	20	for	for	ADP
cte-554	11	21	this	this	PRON
cte-554	11	22	.	.	PUNCT
cte-554	12	1	but	but	CCONJ
cte-554	12	2	the	the	DET
cte-554	12	3	results	result	NOUN
cte-554	12	4	that	that	PRON
cte-554	12	5	are	be	AUX
cte-554	12	6	available	available	ADJ
cte-554	12	7	today	today	NOUN
cte-554	12	8	have	have	AUX
cte-554	12	9	not	not	PART
cte-554	12	10	been	be	AUX
cte-554	12	11	applied	apply	VERB
cte-554	12	12	to	to	ADP
cte-554	12	13	speech	speech	NOUN
cte-554	12	14	in	in	ADP
cte-554	12	15	ukrainian	ukrainian	PROPN
cte-554	12	16	.	.	PUNCT
cte-554	13	1	therefore	therefore	ADV
cte-554	13	2	,	,	PUNCT
cte-554	13	3	it	it	PRON
cte-554	13	4	is	be	AUX
cte-554	13	5	important	important	ADJ
cte-554	13	6	to	to	PART
cte-554	13	7	develop	develop	VERB
cte-554	13	8	and	and	CCONJ
cte-554	13	9	study	study	NOUN
cte-554	13	10	models	model	NOUN
cte-554	13	11	and	and	CCONJ
cte-554	13	12	methods	method	NOUN
cte-554	13	13	of	of	ADP
cte-554	13	14	convolutional	convolutional	ADJ
cte-554	13	15	neural	neural	ADJ
cte-554	13	16	networks	network	NOUN
cte-554	13	17	to	to	PART
cte-554	13	18	identify	identify	VERB
cte-554	13	19	violations	violation	NOUN
cte-554	13	20	in	in	ADP
cte-554	13	21	the	the	DET
cte-554	13	22	speech	speech	NOUN
cte-554	13	23	of	of	ADP
cte-554	13	24	children	child	NOUN
cte-554	13	25	.	.	PUNCT
cte-554	14	1	the	the	DET
cte-554	14	2	paper	paper	NOUN
cte-554	14	3	describes	describe	VERB
cte-554	14	4	a	a	DET
cte-554	14	5	mathematical	mathematical	ADJ
cte-554	14	6	model	model	NOUN
cte-554	14	7	of	of	ADP
cte-554	14	8	oral	oral	ADJ
cte-554	14	9	speech	speech	NOUN
cte-554	14	10	disorders	disorder	NOUN
cte-554	14	11	in	in	ADP
cte-554	14	12	children	child	NOUN
cte-554	14	13	,	,	PUNCT
cte-554	14	14	the	the	DET
cte-554	14	15	structure	structure	NOUN
cte-554	14	16	of	of	ADP
cte-554	14	17	a	a	DET
cte-554	14	18	convolutional	convolutional	ADJ
cte-554	14	19	neural	neural	ADJ
cte-554	14	20	network	network	NOUN
cte-554	14	21	and	and	CCONJ
cte-554	14	22	the	the	DET
cte-554	14	23	results	result	NOUN
cte-554	14	24	of	of	ADP
cte-554	14	25	experiments	experiment	NOUN
cte-554	14	26	.	.	PUNCT
cte-554	15	1	the	the	DET
cte-554	15	2	results	result	NOUN
cte-554	15	3	obtained	obtain	VERB
cte-554	15	4	in	in	ADP
cte-554	15	5	the	the	DET
cte-554	15	6	work	work	NOUN
cte-554	15	7	allow	allow	VERB
cte-554	15	8	to	to	PART
cte-554	15	9	establish	establish	VERB
cte-554	15	10	one	one	NUM
cte-554	15	11	of	of	ADP
cte-554	15	12	the	the	DET
cte-554	15	13	speech	speech	NOUN
cte-554	15	14	defects	defect	NOUN
cte-554	15	15	:	:	PUNCT
cte-554	15	16	dyslexia	dyslexia	NOUN
cte-554	15	17	,	,	PUNCT
cte-554	15	18	stuttering	stuttering	NOUN
cte-554	15	19	,	,	PUNCT
cte-554	15	20	difsonia	difsonia	NOUN
cte-554	15	21	or	or	CCONJ
cte-554	15	22	dyslalia	dyslalia	NOUN
cte-554	15	23	with	with	ADP
cte-554	15	24	recognition	recognition	NOUN
cte-554	15	25	results	result	NOUN
cte-554	15	26	of	of	ADP
cte-554	15	27	77	77	NUM
cte-554	15	28	-	-	SYM
cte-554	15	29	79	79	NUM
cte-554	15	30	%	%	NOUN
cte-554	15	31	.	.	PUNCT
cte-554	16	1	keywords	keyword	NOUN
cte-554	16	2	:	:	PUNCT
cte-554	16	3	speech	speech	NOUN
cte-554	16	4	defects	defect	NOUN
cte-554	16	5	,	,	PUNCT
cte-554	16	6	smart	smart	ADJ
cte-554	16	7	data	datum	NOUN
cte-554	16	8	processing	processing	NOUN
cte-554	16	9	,	,	PUNCT
cte-554	16	10	cnn	cnn	PROPN
cte-554	16	11	,	,	PUNCT
cte-554	16	12	model	model	NOUN
cte-554	16	13	of	of	ADP
cte-554	16	14	a	a	DET
cte-554	16	15	convolutional	convolutional	ADJ
cte-554	16	16	neural	neural	ADJ
cte-554	16	17	network	network	NOUN
cte-554	16	18	,	,	PUNCT
cte-554	16	19	deep	deep	ADJ
cte-554	16	20	learning	learn	VERB
cte-554	16	21	1	1	NUM
cte-554	16	22	.	.	PUNCT
cte-554	17	1	introduction	introduction	VERB
cte-554	17	2	the	the	DET
cte-554	17	3	development	development	NOUN
cte-554	17	4	of	of	ADP
cte-554	17	5	speech	speech	NOUN
cte-554	17	6	is	be	AUX
cte-554	17	7	the	the	DET
cte-554	17	8	main	main	ADJ
cte-554	17	9	skill	skill	NOUN
cte-554	17	10	that	that	PRON
cte-554	17	11	allows	allow	VERB
cte-554	17	12	a	a	DET
cte-554	17	13	person	person	NOUN
cte-554	17	14	to	to	PART
cte-554	17	15	communicate	communicate	VERB
cte-554	17	16	qualitatively	qualitatively	ADV
cte-554	17	17	in	in	ADP
cte-554	17	18	society	society	NOUN
cte-554	17	19	.	.	PUNCT
cte-554	18	1	the	the	DET
cte-554	18	2	developmental	developmental	ADJ
cte-554	18	3	stage	stage	NOUN
cte-554	18	4	of	of	ADP
cte-554	18	5	human	human	ADJ
cte-554	18	6	speech	speech	NOUN
cte-554	18	7	begins	begin	VERB
cte-554	18	8	in	in	ADP
cte-554	18	9	early	early	ADJ
cte-554	18	10	childhood	childhood	NOUN
cte-554	18	11	.	.	PUNCT
cte-554	19	1	that	that	PRON
cte-554	19	2	is	be	AUX
cte-554	19	3	,	,	PUNCT
cte-554	19	4	in	in	ADP
cte-554	19	5	the	the	DET
cte-554	19	6	interval	interval	NOUN
cte-554	19	7	from	from	ADP
cte-554	19	8	one	one	NUM
cte-554	19	9	to	to	PART
cte-554	19	10	six	six	NUM
cte-554	19	11	years	year	NOUN
cte-554	19	12	,	,	PUNCT
cte-554	19	13	the	the	DET
cte-554	19	14	foundation	foundation	NOUN
cte-554	19	15	is	be	AUX
cte-554	19	16	laid	lay	VERB
cte-554	19	17	,	,	PUNCT
cte-554	19	18	thanks	thank	NOUN
cte-554	19	19	to	to	ADP
cte-554	19	20	which	which	PRON
cte-554	19	21	the	the	DET
cte-554	19	22	child	child	NOUN
cte-554	19	23	will	will	AUX
cte-554	19	24	build	build	VERB
cte-554	19	25	his	his	PRON
cte-554	19	26	entire	entire	ADJ
cte-554	19	27	social	social	ADJ
cte-554	19	28	and	and	CCONJ
cte-554	19	29	communication	communication	NOUN
cte-554	19	30	life	life	NOUN
cte-554	19	31	.	.	PUNCT
cte-554	20	1	speech	speech	NOUN
cte-554	20	2	defects	defect	NOUN
cte-554	20	3	can	can	AUX
cte-554	20	4	cause	cause	VERB
cte-554	20	5	the	the	DET
cte-554	20	6	development	development	NOUN
cte-554	20	7	of	of	ADP
cte-554	20	8	complexes	complex	NOUN
cte-554	20	9	in	in	ADP
cte-554	20	10	a	a	DET
cte-554	20	11	person	person	NOUN
cte-554	20	12	.	.	PUNCT
cte-554	21	1	therefore	therefore	ADV
cte-554	21	2	,	,	PUNCT
cte-554	21	3	it	it	PRON
cte-554	21	4	is	be	AUX
cte-554	21	5	very	very	ADV
cte-554	21	6	important	important	ADJ
cte-554	21	7	to	to	PART
cte-554	21	8	eliminate	eliminate	VERB
cte-554	21	9	them	they	PRON
cte-554	21	10	at	at	ADP
cte-554	21	11	an	an	DET
cte-554	21	12	early	early	ADJ
cte-554	21	13	age	age	NOUN
cte-554	21	14	[	[	X
cte-554	21	15	11	11	NUM
cte-554	21	16	]	]	PUNCT
cte-554	21	17	.	.	PUNCT
cte-554	22	1	the	the	DET
cte-554	22	2	due	due	ADP
cte-554	22	3	to	to	ADP
cte-554	22	4	the	the	DET
cte-554	22	5	violation	violation	NOUN
cte-554	22	6	of	of	ADP
cte-554	22	7	oral	oral	ADJ
cte-554	22	8	speech	speech	NOUN
cte-554	22	9	,	,	PUNCT
cte-554	22	10	there	there	PRON
cte-554	22	11	may	may	AUX
cte-554	22	12	be	be	AUX
cte-554	22	13	difficulties	difficulty	NOUN
cte-554	22	14	in	in	ADP
cte-554	22	15	schooling	schooling	NOUN
cte-554	22	16	.	.	PUNCT
cte-554	23	1	the	the	DET
cte-554	23	2	sound	sound	ADJ
cte-554	23	3	pronunciation	pronunciation	NOUN
cte-554	23	4	is	be	AUX
cte-554	23	5	important	important	ADJ
cte-554	23	6	for	for	ADP
cte-554	23	7	children	child	NOUN
cte-554	23	8	in	in	ADP
cte-554	23	9	order	order	NOUN
cte-554	23	10	to	to	PART
cte-554	23	11	write	write	VERB
cte-554	23	12	and	and	CCONJ
cte-554	23	13	read	read	VERB
cte-554	23	14	correctly	correctly	ADV
cte-554	23	15	,	,	PUNCT
cte-554	23	16	not	not	PART
cte-554	23	17	to	to	PART
cte-554	23	18	skip	skip	VERB
cte-554	23	19	letters	letter	NOUN
cte-554	23	20	when	when	SCONJ
cte-554	23	21	writing	write	VERB
cte-554	23	22	,	,	PUNCT
cte-554	23	23	not	not	PART
cte-554	23	24	to	to	PART
cte-554	23	25	make	make	VERB
cte-554	23	26	mistakes	mistake	NOUN
cte-554	23	27	in	in	ADP
cte-554	23	28	the	the	DET
cte-554	23	29	analysis	analysis	NOUN
cte-554	23	30	of	of	ADP
cte-554	23	31	sounds	sound	NOUN
cte-554	23	32	and	and	CCONJ
cte-554	23	33	letters	letter	NOUN
cte-554	23	34	.	.	PUNCT
cte-554	24	1	also	also	ADV
cte-554	24	2	the	the	DET
cte-554	24	3	child	child	NOUN
cte-554	24	4	may	may	AUX
cte-554	24	5	find	find	VERB
cte-554	24	6	it	it	PRON
cte-554	24	7	difficult	difficult	ADJ
cte-554	24	8	to	to	PART
cte-554	24	9	connect	connect	VERB
cte-554	24	10	with	with	ADP
cte-554	24	11	their	their	PRON
cte-554	24	12	peers	peer	NOUN
cte-554	24	13	and	and	CCONJ
cte-554	24	14	teachers	teacher	NOUN
cte-554	24	15	.	.	PUNCT
cte-554	25	1	there	there	PRON
cte-554	25	2	may	may	AUX
cte-554	25	3	be	be	AUX
cte-554	25	4	problems	problem	NOUN
cte-554	25	5	with	with	ADP
cte-554	25	6	the	the	DET
cte-554	25	7	child	child	NOUN
cte-554	25	8	’s	’s	PART
cte-554	25	9	psyche	psyche	NOUN
cte-554	25	10	and	and	CCONJ
cte-554	25	11	lagging	lag	VERB
cte-554	25	12	behind	behind	ADP
cte-554	25	13	the	the	DET
cte-554	25	14	school	school	NOUN
cte-554	25	15	curriculum	curriculum	NOUN
cte-554	25	16	.	.	PUNCT
cte-554	26	1	in	in	ADP
cte-554	26	2	addition	addition	NOUN
cte-554	26	3	to	to	ADP
cte-554	26	4	psychological	psychological	ADJ
cte-554	26	5	phobias	phobia	NOUN
cte-554	26	6	associated	associate	VERB
cte-554	26	7	with	with	ADP
cte-554	26	8	speech	speech	NOUN
cte-554	26	9	,	,	PUNCT
cte-554	26	10	for	for	ADP
cte-554	26	11	example	example	NOUN
cte-554	26	12	,	,	PUNCT
cte-554	26	13	a	a	DET
cte-554	26	14	phobia	phobia	NOUN
cte-554	26	15	of	of	ADP
cte-554	26	16	communicating	communicate	VERB
cte-554	26	17	with	with	ADP
cte-554	26	18	people	people	NOUN
cte-554	26	19	,	,	PUNCT
cte-554	26	20	a	a	DET
cte-554	26	21	child	child	NOUN
cte-554	26	22	may	may	AUX
cte-554	26	23	have	have	VERB
cte-554	26	24	"	"	PUNCT
cte-554	26	25	pronina.lelka@gmail.com	pronina.lelka@gmail.com	X
cte-554	26	26	(	(	PUNCT
cte-554	26	27	o.	o.	PROPN
cte-554	26	28	pronina	pronina	PROPN
cte-554	26	29	)	)	PUNCT
cte-554	26	30	;	;	PUNCT
cte-554	27	1	pyatikopalena@gmail.com	pyatikopalena@gmail.com	X
cte-554	27	2	(	(	PUNCT
cte-554	27	3	o.	o.	NOUN
cte-554	27	4	piatykop	piatykop	PROPN
cte-554	27	5	)	)	PUNCT
cte-554	27	6	~	~	PUNCT
cte-554	27	7	https://kn.pstu.edu/?page_id=7038	https://kn.pstu.edu/?page_id=7038	NOUN
cte-554	27	8	(	(	PUNCT
cte-554	27	9	o.	o.	NOUN
cte-554	27	10	pronina	pronina	PROPN
cte-554	27	11	)	)	PUNCT
cte-554	27	12	;	;	PUNCT
cte-554	27	13	http://kn.pstu.edu/?page_id=7038	http://kn.pstu.edu/?page_id=7038	NOUN
cte-554	27	14	(	(	PUNCT
cte-554	27	15	o.	o.	NOUN
cte-554	27	16	piatykop	piatykop	PROPN
cte-554	27	17	)	)	PUNCT
cte-554	27	18	�	�	PROPN
cte-554	27	19	0000	0000	NUM
cte-554	27	20	-	-	PUNCT
cte-554	27	21	0001	0001	NUM
cte-554	27	22	-	-	PUNCT
cte-554	27	23	7085	7085	NUM
cte-554	27	24	-	-	SYM
cte-554	27	25	8027	8027	NUM
cte-554	27	26	(	(	PUNCT
cte-554	27	27	o.	o.	PROPN
cte-554	27	28	pronina	pronina	PROPN
cte-554	27	29	)	)	PUNCT
cte-554	27	30	;	;	PUNCT
cte-554	27	31	0000	0000	NUM
cte-554	27	32	-	-	PUNCT
cte-554	27	33	0002	0002	NUM
cte-554	27	34	-	-	PUNCT
cte-554	27	35	7731	7731	NUM
cte-554	27	36	-	-	SYM
cte-554	27	37	3051	3051	NUM
cte-554	27	38	(	(	PUNCT
cte-554	27	39	o.	o.	PROPN
cte-554	27	40	piatykop	piatykop	PROPN
cte-554	27	41	)	)	PUNCT
cte-554	27	42	cte	cte	NOUN
cte-554	27	43	workshop	workshop	NOUN
cte-554	27	44	proceedings	proceeding	NOUN
cte-554	27	45	©	©	ADP
cte-554	27	46	copyright	copyright	NOUN
cte-554	27	47	for	for	ADP
cte-554	27	48	this	this	DET
cte-554	27	49	paper	paper	NOUN
cte-554	27	50	by	by	ADP
cte-554	27	51	its	its	PRON
cte-554	27	52	authors	author	NOUN
cte-554	27	53	,	,	PUNCT
cte-554	27	54	published	publish	VERB
cte-554	27	55	by	by	ADP
cte-554	27	56	academy	academy	NOUN
cte-554	27	57	of	of	ADP
cte-554	27	58	cognitive	cognitive	ADJ
cte-554	27	59	and	and	CCONJ
cte-554	27	60	natural	natural	ADJ
cte-554	27	61	sciences	science	NOUN
cte-554	27	62	(	(	PUNCT
cte-554	27	63	acns	acns	ADJ
cte-554	27	64	)	)	PUNCT
cte-554	27	65	.	.	PUNCT
cte-554	28	1	this	this	PRON
cte-554	28	2	is	be	AUX
cte-554	28	3	an	an	DET
cte-554	28	4	open	open	ADJ
cte-554	28	5	access	access	NOUN
cte-554	28	6	article	article	NOUN
cte-554	28	7	distributed	distribute	VERB
cte-554	28	8	under	under	ADP
cte-554	28	9	the	the	DET
cte-554	28	10	terms	term	NOUN
cte-554	28	11	of	of	ADP
cte-554	28	12	the	the	DET
cte-554	28	13	creative	creative	ADJ
cte-554	28	14	commons	common	NOUN
cte-554	28	15	license	license	NOUN
cte-554	28	16	attribution	attribution	NOUN
cte-554	28	17	4.0	4.0	NUM
cte-554	28	18	international	international	NOUN
cte-554	28	19	(	(	PUNCT
cte-554	28	20	cc	cc	NOUN
cte-554	28	21	by	by	ADP
cte-554	28	22	4.0	4.0	NUM
cte-554	28	23	)	)	PUNCT
cte-554	28	24	,	,	PUNCT
cte-554	28	25	which	which	PRON
cte-554	28	26	permits	permit	VERB
cte-554	28	27	unrestricted	unrestricted	ADJ
cte-554	28	28	use	use	NOUN
cte-554	28	29	,	,	PUNCT
cte-554	28	30	distribution	distribution	NOUN
cte-554	28	31	,	,	PUNCT
cte-554	28	32	and	and	CCONJ
cte-554	28	33	reproduction	reproduction	NOUN
cte-554	28	34	in	in	ADP
cte-554	28	35	any	any	DET
cte-554	28	36	medium	medium	NOUN
cte-554	28	37	,	,	PUNCT
cte-554	28	38	provided	provide	VERB
cte-554	28	39	the	the	DET
cte-554	28	40	original	original	ADJ
cte-554	28	41	work	work	NOUN
cte-554	28	42	is	be	AUX
cte-554	28	43	properly	properly	ADV
cte-554	28	44	cited	cite	VERB
cte-554	28	45	.	.	PUNCT
cte-554	29	1	153	153	NUM
cte-554	29	2	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	29	3	mailto:pronina.lelka@gmail.com	mailto:pronina.lelka@gmail.com	PROPN
cte-554	29	4	mailto:pyatikopalena@gmail.com	mailto:pyatikopalena@gmail.com	PROPN
cte-554	29	5	https://kn.pstu.edu/?page_id=7038	https://kn.pstu.edu/?page_id=7038	PROPN
cte-554	29	6	http://kn.pstu.edu/?page_id=7038	http://kn.pstu.edu/?page_id=7038	PROPN
cte-554	29	7	https://orcid.org/0000-0001-7085-8027	https://orcid.org/0000-0001-7085-8027	VERB
cte-554	29	8	https://orcid.org/0000-0002-7731-3051	https://orcid.org/0000-0002-7731-3051	ADJ
cte-554	29	9	https://acnsci.org/cte	https://acnsci.org/cte	VERB
cte-554	29	10	https://creativecommons.org/licenses/by/4.0	https://creativecommons.org/licenses/by/4.0	X
cte-554	29	11	https://acnsci.org	https://acnsci.org	PROPN
cte-554	29	12	cte	cte	NOUN
cte-554	29	13	workshop	workshop	NOUN
cte-554	29	14	proceedings	proceeding	NOUN
cte-554	29	15	,	,	PUNCT
cte-554	29	16	2023	2023	NUM
cte-554	29	17	,	,	PUNCT
cte-554	29	18	vol	vol	NOUN
cte-554	29	19	.	.	PUNCT
cte-554	30	1	10	10	NUM
cte-554	30	2	:	:	PUNCT
cte-554	30	3	cited-2022	cited-2022	NOUN
cte-554	30	4	,	,	PUNCT
cte-554	30	5	pp	pp	PROPN
cte-554	30	6	.	.	PUNCT
cte-554	31	1	153	153	NUM
cte-554	31	2	-	-	SYM
cte-554	31	3	166	166	NUM
cte-554	31	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	31	5	problems	problem	NOUN
cte-554	31	6	in	in	ADP
cte-554	31	7	a	a	DET
cte-554	31	8	team	team	NOUN
cte-554	32	1	,	,	PUNCT
cte-554	32	2	peers	peer	NOUN
cte-554	32	3	may	may	AUX
cte-554	32	4	react	react	VERB
cte-554	32	5	negatively	negatively	ADV
cte-554	32	6	due	due	ADJ
cte-554	32	7	to	to	ADP
cte-554	32	8	problems	problem	NOUN
cte-554	32	9	in	in	ADP
cte-554	32	10	speech	speech	NOUN
cte-554	32	11	.	.	PUNCT
cte-554	33	1	such	such	DET
cte-554	33	2	a	a	DET
cte-554	33	3	reaction	reaction	NOUN
cte-554	33	4	can	can	AUX
cte-554	33	5	give	give	VERB
cte-554	33	6	rise	rise	NOUN
cte-554	33	7	to	to	ADP
cte-554	33	8	new	new	ADJ
cte-554	33	9	phobias	phobia	NOUN
cte-554	33	10	and	and	CCONJ
cte-554	33	11	mental	mental	ADJ
cte-554	33	12	problems	problem	NOUN
cte-554	33	13	in	in	ADP
cte-554	33	14	a	a	DET
cte-554	33	15	child	child	NOUN
cte-554	33	16	.	.	PUNCT
cte-554	34	1	the	the	DET
cte-554	34	2	causes	cause	NOUN
cte-554	34	3	of	of	ADP
cte-554	34	4	poor	poor	ADJ
cte-554	34	5	diction	diction	NOUN
cte-554	34	6	in	in	ADP
cte-554	34	7	children	child	NOUN
cte-554	34	8	can	can	AUX
cte-554	34	9	be	be	AUX
cte-554	34	10	such	such	ADJ
cte-554	34	11	combinations	combination	NOUN
cte-554	34	12	of	of	ADP
cte-554	34	13	factors	factor	NOUN
cte-554	34	14	[	[	X
cte-554	34	15	3	3	NUM
cte-554	34	16	]	]	X
cte-554	34	17	:	:	PUNCT
cte-554	34	18	•	•	NOUN
cte-554	34	19	biological	biological	ADJ
cte-554	34	20	–	–	PUNCT
cte-554	34	21	these	these	PRON
cte-554	34	22	include	include	VERB
cte-554	34	23	speech	speech	NOUN
cte-554	34	24	disorders	disorder	NOUN
cte-554	34	25	caused	cause	VERB
cte-554	34	26	by	by	ADP
cte-554	34	27	pathogenic	pathogenic	ADJ
cte-554	34	28	factors	factor	NOUN
cte-554	34	29	that	that	PRON
cte-554	34	30	acted	act	VERB
cte-554	34	31	on	on	ADP
cte-554	34	32	the	the	DET
cte-554	34	33	body	body	NOUN
cte-554	34	34	during	during	ADP
cte-554	34	35	fetal	fetal	ADJ
cte-554	34	36	development	development	NOUN
cte-554	34	37	and	and	CCONJ
cte-554	34	38	in	in	ADP
cte-554	34	39	childhood	childhood	NOUN
cte-554	34	40	,	,	PUNCT
cte-554	34	41	for	for	ADP
cte-554	34	42	example	example	NOUN
cte-554	34	43	,	,	PUNCT
cte-554	34	44	severe	severe	ADJ
cte-554	34	45	infections	infection	NOUN
cte-554	34	46	,	,	PUNCT
cte-554	34	47	injuries	injury	NOUN
cte-554	34	48	.	.	PUNCT
cte-554	35	1	this	this	PRON
cte-554	35	2	includes	include	VERB
cte-554	35	3	disorders	disorder	NOUN
cte-554	35	4	caused	cause	VERB
cte-554	35	5	by	by	ADP
cte-554	35	6	genetic	genetic	ADJ
cte-554	35	7	predisposition	predisposition	NOUN
cte-554	35	8	[	[	X
cte-554	35	9	6	6	NUM
cte-554	35	10	]	]	PUNCT
cte-554	35	11	.	.	PUNCT
cte-554	36	1	manifestations	manifestation	NOUN
cte-554	36	2	of	of	ADP
cte-554	36	3	biological	biological	ADJ
cte-554	36	4	causes	cause	NOUN
cte-554	36	5	–	–	PUNCT
cte-554	36	6	stuttering	stutter	VERB
cte-554	36	7	,	,	PUNCT
cte-554	36	8	nasal	nasal	ADJ
cte-554	36	9	voice	voice	NOUN
cte-554	36	10	,	,	PUNCT
cte-554	36	11	speech	speech	NOUN
cte-554	36	12	retardation	retardation	NOUN
cte-554	36	13	,	,	PUNCT
cte-554	36	14	swallowing	swallow	VERB
cte-554	36	15	individual	individual	ADJ
cte-554	36	16	sounds	sound	NOUN
cte-554	36	17	;	;	PUNCT
cte-554	36	18	•	•	NUM
cte-554	36	19	social	social	ADJ
cte-554	36	20	–	–	PUNCT
cte-554	36	21	social	social	ADJ
cte-554	36	22	causes	cause	NOUN
cte-554	36	23	that	that	PRON
cte-554	36	24	led	lead	VERB
cte-554	36	25	to	to	ADP
cte-554	36	26	a	a	DET
cte-554	36	27	violation	violation	NOUN
cte-554	36	28	of	of	ADP
cte-554	36	29	diction	diction	NOUN
cte-554	36	30	include	include	VERB
cte-554	36	31	problems	problem	NOUN
cte-554	36	32	in	in	ADP
cte-554	36	33	communicating	communicate	VERB
cte-554	36	34	with	with	ADP
cte-554	36	35	others	other	NOUN
cte-554	36	36	,	,	PUNCT
cte-554	36	37	personal	personal	ADJ
cte-554	36	38	complexes	complex	NOUN
cte-554	36	39	and	and	CCONJ
cte-554	36	40	self	self	NOUN
cte-554	36	41	-	-	PUNCT
cte-554	36	42	doubt	doubt	NOUN
cte-554	36	43	.	.	PUNCT
cte-554	37	1	a	a	DET
cte-554	37	2	child	child	NOUN
cte-554	37	3	who	who	PRON
cte-554	37	4	doubts	doubt	VERB
cte-554	37	5	his	his	PRON
cte-554	37	6	abilities	ability	NOUN
cte-554	37	7	speaks	speak	VERB
cte-554	37	8	quietly	quietly	ADV
cte-554	37	9	and	and	CCONJ
cte-554	37	10	indistinctly	indistinctly	ADV
cte-554	37	11	,	,	PUNCT
cte-554	37	12	“	"	PUNCT
cte-554	37	13	swallows	swallow	NOUN
cte-554	37	14	”	"	PUNCT
cte-554	37	15	sounds	sound	NOUN
cte-554	37	16	,	,	PUNCT
cte-554	37	17	trying	try	VERB
cte-554	37	18	to	to	PART
cte-554	37	19	end	end	VERB
cte-554	37	20	the	the	DET
cte-554	37	21	conversation	conversation	NOUN
cte-554	37	22	quickly	quickly	ADV
cte-554	37	23	and	and	CCONJ
cte-554	37	24	not	not	PART
cte-554	37	25	stand	stand	VERB
cte-554	37	26	out	out	ADP
cte-554	37	27	.	.	PUNCT
cte-554	38	1	the	the	DET
cte-554	38	2	formation	formation	NOUN
cte-554	38	3	of	of	ADP
cte-554	38	4	a	a	DET
cte-554	38	5	child	child	NOUN
cte-554	38	6	’s	’s	PART
cte-554	38	7	speech	speech	NOUN
cte-554	38	8	occurs	occur	VERB
cte-554	38	9	under	under	ADP
cte-554	38	10	the	the	DET
cte-554	38	11	direct	direct	ADJ
cte-554	38	12	influence	influence	NOUN
cte-554	38	13	of	of	ADP
cte-554	38	14	adult	adult	NOUN
cte-554	38	15	speech	speech	NOUN
cte-554	38	16	and	and	CCONJ
cte-554	38	17	related	related	ADJ
cte-554	38	18	exercises	exercise	NOUN
cte-554	38	19	and	and	CCONJ
cte-554	38	20	training	training	NOUN
cte-554	38	21	.	.	PUNCT
cte-554	39	1	intensive	intensive	ADJ
cte-554	39	2	speech	speech	NOUN
cte-554	39	3	practice	practice	NOUN
cte-554	39	4	,	,	PUNCT
cte-554	39	5	proper	proper	ADJ
cte-554	39	6	upbringing	upbringing	NOUN
cte-554	39	7	and	and	CCONJ
cte-554	39	8	training	training	NOUN
cte-554	39	9	,	,	PUNCT
cte-554	39	10	timely	timely	ADJ
cte-554	39	11	and	and	CCONJ
cte-554	39	12	accurate	accurate	ADJ
cte-554	39	13	detection	detection	NOUN
cte-554	39	14	of	of	ADP
cte-554	39	15	speech	speech	NOUN
cte-554	39	16	disorders	disorder	NOUN
cte-554	39	17	,	,	PUNCT
cte-554	39	18	correct	correct	ADJ
cte-554	39	19	speech	speech	NOUN
cte-554	39	20	of	of	ADP
cte-554	39	21	surrounding	surround	VERB
cte-554	39	22	adults	adult	NOUN
cte-554	39	23	are	be	AUX
cte-554	39	24	important	important	ADJ
cte-554	39	25	conditions	condition	NOUN
cte-554	39	26	for	for	ADP
cte-554	39	27	the	the	DET
cte-554	39	28	normal	normal	ADJ
cte-554	39	29	speech	speech	NOUN
cte-554	39	30	development	development	NOUN
cte-554	39	31	of	of	ADP
cte-554	39	32	a	a	DET
cte-554	39	33	child	child	NOUN
cte-554	39	34	.	.	PUNCT
cte-554	40	1	currently	currently	ADV
cte-554	40	2	,	,	PUNCT
cte-554	40	3	there	there	PRON
cte-554	40	4	is	be	VERB
cte-554	40	5	no	no	DET
cte-554	40	6	single	single	ADJ
cte-554	40	7	classification	classification	NOUN
cte-554	40	8	of	of	ADP
cte-554	40	9	speech	speech	NOUN
cte-554	40	10	disorders	disorder	NOUN
cte-554	40	11	.	.	PUNCT
cte-554	41	1	the	the	DET
cte-554	41	2	ineffectiveness	ineffectiveness	NOUN
cte-554	41	3	of	of	ADP
cte-554	41	4	the	the	DET
cte-554	41	5	classification	classification	NOUN
cte-554	41	6	of	of	ADP
cte-554	41	7	speech	speech	NOUN
cte-554	41	8	disorders	disorder	NOUN
cte-554	41	9	is	be	AUX
cte-554	41	10	explained	explain	VERB
cte-554	41	11	by	by	ADP
cte-554	41	12	the	the	DET
cte-554	41	13	fact	fact	NOUN
cte-554	41	14	that	that	SCONJ
cte-554	41	15	a	a	DET
cte-554	41	16	person	person	NOUN
cte-554	41	17	does	do	AUX
cte-554	41	18	not	not	PART
cte-554	41	19	have	have	AUX
cte-554	41	20	specific	specific	ADJ
cte-554	41	21	organs	organ	NOUN
cte-554	41	22	for	for	ADP
cte-554	41	23	performing	perform	VERB
cte-554	41	24	speech	speech	NOUN
cte-554	41	25	functions	function	NOUN
cte-554	41	26	.	.	PUNCT
cte-554	42	1	the	the	DET
cte-554	42	2	generation	generation	NOUN
cte-554	42	3	of	of	ADP
cte-554	42	4	speech	speech	NOUN
cte-554	42	5	and	and	CCONJ
cte-554	42	6	voice	voice	NOUN
cte-554	42	7	is	be	AUX
cte-554	42	8	carried	carry	VERB
cte-554	42	9	out	out	ADP
cte-554	42	10	by	by	ADP
cte-554	42	11	adapted	adapt	VERB
cte-554	42	12	organs	organ	NOUN
cte-554	42	13	and	and	CCONJ
cte-554	42	14	systems	system	NOUN
cte-554	42	15	that	that	PRON
cte-554	42	16	initially	initially	ADV
cte-554	42	17	perform	perform	VERB
cte-554	42	18	other	other	ADJ
cte-554	42	19	physiological	physiological	ADJ
cte-554	42	20	functions	function	NOUN
cte-554	42	21	.	.	PUNCT
cte-554	43	1	in	in	ADP
cte-554	43	2	this	this	DET
cte-554	43	3	case	case	NOUN
cte-554	43	4	,	,	PUNCT
cte-554	43	5	it	it	PRON
cte-554	43	6	is	be	AUX
cte-554	43	7	possible	possible	ADJ
cte-554	43	8	to	to	PART
cte-554	43	9	perform	perform	VERB
cte-554	43	10	a	a	DET
cte-554	43	11	general	general	ADJ
cte-554	43	12	division	division	NOUN
cte-554	43	13	of	of	ADP
cte-554	43	14	speech	speech	NOUN
cte-554	43	15	disorders	disorder	NOUN
cte-554	43	16	into	into	ADP
cte-554	43	17	classes	class	NOUN
cte-554	43	18	,	,	PUNCT
cte-554	43	19	and	and	CCONJ
cte-554	43	20	the	the	DET
cte-554	43	21	following	follow	VERB
cte-554	43	22	defects	defect	NOUN
cte-554	43	23	are	be	AUX
cte-554	43	24	more	more	ADV
cte-554	43	25	common	common	ADJ
cte-554	43	26	:	:	PUNCT
cte-554	43	27	•	•	NUM
cte-554	43	28	dyslexia	dyslexia	NOUN
cte-554	43	29	–	–	PUNCT
cte-554	43	30	a	a	DET
cte-554	43	31	selective	selective	ADJ
cte-554	43	32	specific	specific	ADJ
cte-554	43	33	violation	violation	NOUN
cte-554	43	34	of	of	ADP
cte-554	43	35	the	the	DET
cte-554	43	36	reading	reading	NOUN
cte-554	43	37	process	process	NOUN
cte-554	43	38	,	,	PUNCT
cte-554	43	39	difficult	difficult	ADJ
cte-554	43	40	formation	formation	NOUN
cte-554	43	41	of	of	ADP
cte-554	43	42	reading	reading	NOUN
cte-554	43	43	skills	skill	NOUN
cte-554	43	44	;	;	PUNCT
cte-554	43	45	•	•	NUM
cte-554	43	46	dyslalia	dyslalia	NOUN
cte-554	43	47	–	–	PUNCT
cte-554	43	48	a	a	DET
cte-554	43	49	violation	violation	NOUN
cte-554	43	50	in	in	ADP
cte-554	43	51	which	which	PRON
cte-554	43	52	it	it	PRON
cte-554	43	53	is	be	AUX
cte-554	43	54	difficult	difficult	ADJ
cte-554	43	55	for	for	SCONJ
cte-554	43	56	a	a	DET
cte-554	43	57	child	child	NOUN
cte-554	43	58	to	to	PART
cte-554	43	59	pronounce	pronounce	VERB
cte-554	43	60	hissing	hiss	VERB
cte-554	43	61	sounds	sound	NOUN
cte-554	43	62	;	;	PUNCT
cte-554	43	63	•	•	NUM
cte-554	43	64	rhinosalia	rhinosalia	NOUN
cte-554	43	65	–	–	PUNCT
cte-554	43	66	during	during	ADP
cte-554	43	67	such	such	DET
cte-554	43	68	a	a	DET
cte-554	43	69	pathology	pathology	NOUN
cte-554	43	70	,	,	PUNCT
cte-554	43	71	the	the	DET
cte-554	43	72	child	child	NOUN
cte-554	43	73	’s	’s	PART
cte-554	43	74	voice	voice	NOUN
cte-554	43	75	sounds	sound	VERB
cte-554	43	76	vile	vile	ADJ
cte-554	43	77	;	;	PUNCT
cte-554	43	78	•	•	ADV
cte-554	43	79	stuttering	stutter	VERB
cte-554	43	80	–	–	PUNCT
cte-554	43	81	this	this	DET
cte-554	43	82	pathology	pathology	NOUN
cte-554	43	83	is	be	AUX
cte-554	43	84	associated	associate	VERB
cte-554	43	85	with	with	ADP
cte-554	43	86	a	a	DET
cte-554	43	87	violation	violation	NOUN
cte-554	43	88	of	of	ADP
cte-554	43	89	the	the	DET
cte-554	43	90	rhythm	rhythm	NOUN
cte-554	43	91	of	of	ADP
cte-554	43	92	speech	speech	NOUN
cte-554	43	93	,	,	PUNCT
cte-554	43	94	stretching	stretch	VERB
cte-554	43	95	of	of	ADP
cte-554	43	96	individual	individual	ADJ
cte-554	43	97	sounds	sound	NOUN
cte-554	43	98	;	;	PUNCT
cte-554	43	99	•	•	NUM
cte-554	43	100	dysphonia	dysphonia	NOUN
cte-554	43	101	–	–	PUNCT
cte-554	43	102	a	a	DET
cte-554	43	103	defect	defect	NOUN
cte-554	43	104	associated	associate	VERB
cte-554	43	105	with	with	ADP
cte-554	43	106	disturbances	disturbance	NOUN
cte-554	43	107	in	in	ADP
cte-554	43	108	the	the	DET
cte-554	43	109	vocal	vocal	ADJ
cte-554	43	110	apparatus	apparatus	NOUN
cte-554	43	111	,	,	PUNCT
cte-554	43	112	characterized	characterize	VERB
cte-554	43	113	by	by	ADP
cte-554	43	114	the	the	DET
cte-554	43	115	absence	absence	NOUN
cte-554	43	116	of	of	ADP
cte-554	43	117	phonation	phonation	NOUN
cte-554	43	118	or	or	CCONJ
cte-554	43	119	a	a	DET
cte-554	43	120	partial	partial	ADJ
cte-554	43	121	loss	loss	NOUN
cte-554	43	122	of	of	ADP
cte-554	43	123	pitch	pitch	NOUN
cte-554	43	124	,	,	PUNCT
cte-554	43	125	strength	strength	NOUN
cte-554	43	126	and	and	CCONJ
cte-554	43	127	timbre	timbre	NOUN
cte-554	43	128	of	of	ADP
cte-554	43	129	the	the	DET
cte-554	43	130	voice	voice	NOUN
cte-554	43	131	,	,	PUNCT
cte-554	43	132	in	in	ADP
cte-554	43	133	extreme	extreme	ADJ
cte-554	43	134	cases	case	NOUN
cte-554	43	135	,	,	PUNCT
cte-554	43	136	a	a	DET
cte-554	43	137	complete	complete	ADJ
cte-554	43	138	loss	loss	NOUN
cte-554	43	139	of	of	ADP
cte-554	43	140	speech	speech	NOUN
cte-554	43	141	.	.	PUNCT
cte-554	44	1	loss	loss	NOUN
cte-554	44	2	of	of	ADP
cte-554	44	3	speech	speech	NOUN
cte-554	44	4	is	be	AUX
cte-554	44	5	one	one	NUM
cte-554	44	6	of	of	ADP
cte-554	44	7	the	the	DET
cte-554	44	8	most	most	ADV
cte-554	44	9	complex	complex	ADJ
cte-554	44	10	manifestations	manifestation	NOUN
cte-554	44	11	of	of	ADP
cte-554	44	12	speech	speech	NOUN
cte-554	44	13	disorders	disorder	NOUN
cte-554	44	14	,	,	PUNCT
cte-554	44	15	this	this	DET
cte-554	44	16	violation	violation	NOUN
cte-554	44	17	can	can	AUX
cte-554	44	18	have	have	VERB
cte-554	44	19	several	several	ADJ
cte-554	44	20	variations	variation	NOUN
cte-554	44	21	:	:	PUNCT
cte-554	44	22	•	•	ADP
cte-554	44	23	aphasia	aphasia	NOUN
cte-554	44	24	is	be	AUX
cte-554	44	25	a	a	DET
cte-554	44	26	speech	speech	NOUN
cte-554	44	27	disorder	disorder	NOUN
cte-554	44	28	that	that	PRON
cte-554	44	29	affects	affect	VERB
cte-554	44	30	the	the	DET
cte-554	44	31	function	function	NOUN
cte-554	44	32	of	of	ADP
cte-554	44	33	speech	speech	NOUN
cte-554	44	34	at	at	ADP
cte-554	44	35	the	the	DET
cte-554	44	36	level	level	NOUN
cte-554	44	37	of	of	ADP
cte-554	44	38	its	its	PRON
cte-554	44	39	processing	processing	NOUN
cte-554	44	40	;	;	PUNCT
cte-554	44	41	•	•	NUM
cte-554	44	42	alalia	alalia	ADJ
cte-554	44	43	–	–	PUNCT
cte-554	44	44	the	the	DET
cte-554	44	45	absence	absence	NOUN
cte-554	44	46	or	or	CCONJ
cte-554	44	47	underdevelopment	underdevelopment	NOUN
cte-554	44	48	of	of	ADP
cte-554	44	49	speech	speech	NOUN
cte-554	44	50	;	;	PUNCT
cte-554	44	51	•	•	NUM
cte-554	44	52	alogia	alogia	NOUN
cte-554	44	53	–	–	PUNCT
cte-554	44	54	the	the	DET
cte-554	44	55	limited	limited	ADJ
cte-554	44	56	use	use	NOUN
cte-554	44	57	of	of	ADP
cte-554	44	58	speech	speech	NOUN
cte-554	44	59	in	in	ADP
cte-554	44	60	mental	mental	ADJ
cte-554	44	61	disorders	disorder	NOUN
cte-554	44	62	.	.	PUNCT
cte-554	45	1	motor	motor	PROPN
cte-554	45	2	alalia	alalia	PROPN
cte-554	45	3	is	be	AUX
cte-554	45	4	characterized	characterize	VERB
cte-554	45	5	by	by	ADP
cte-554	45	6	the	the	DET
cte-554	45	7	fact	fact	NOUN
cte-554	45	8	that	that	SCONJ
cte-554	45	9	the	the	DET
cte-554	45	10	child	child	NOUN
cte-554	45	11	understands	understand	VERB
cte-554	45	12	what	what	PRON
cte-554	45	13	is	be	AUX
cte-554	45	14	addressed	address	VERB
cte-554	45	15	to	to	PART
cte-554	45	16	himspeech	himspeech	VERB
cte-554	45	17	,	,	PUNCT
cte-554	45	18	but	but	CCONJ
cte-554	45	19	does	do	AUX
cte-554	45	20	not	not	PART
cte-554	45	21	speak	speak	VERB
cte-554	45	22	.	.	PUNCT
cte-554	46	1	sensory	sensory	ADJ
cte-554	46	2	alalia	alalia	PROPN
cte-554	46	3	is	be	AUX
cte-554	46	4	characterized	characterize	VERB
cte-554	46	5	by	by	ADP
cte-554	46	6	a	a	DET
cte-554	46	7	speech	speech	NOUN
cte-554	46	8	understanding	understand	VERB
cte-554	46	9	disorder	disorder	NOUN
cte-554	46	10	while	while	SCONJ
cte-554	46	11	maintaining	maintain	VERB
cte-554	46	12	elementary	elementary	ADJ
cte-554	46	13	hearing	hearing	NOUN
cte-554	46	14	.	.	PUNCT
cte-554	47	1	if	if	SCONJ
cte-554	47	2	you	you	PRON
cte-554	47	3	do	do	AUX
cte-554	47	4	not	not	PART
cte-554	47	5	develop	develop	VERB
cte-554	47	6	the	the	DET
cte-554	47	7	child	child	NOUN
cte-554	47	8	’s	’s	PART
cte-554	47	9	speech	speech	NOUN
cte-554	47	10	,	,	PUNCT
cte-554	47	11	then	then	ADV
cte-554	47	12	he	he	PRON
cte-554	47	13	may	may	AUX
cte-554	47	14	completely	completely	ADV
cte-554	47	15	miss	miss	VERB
cte-554	47	16	the	the	DET
cte-554	47	17	opportunity	opportunity	NOUN
cte-554	47	18	to	to	PART
cte-554	47	19	talk	talk	VERB
cte-554	47	20	.	.	PUNCT
cte-554	48	1	speech	speech	NOUN
cte-554	48	2	activity	activity	NOUN
cte-554	48	3	in	in	ADP
cte-554	48	4	children	child	NOUN
cte-554	48	5	is	be	AUX
cte-554	48	6	directly	directly	ADV
cte-554	48	7	related	relate	VERB
cte-554	48	8	154	154	NUM
cte-554	48	9	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	48	10	cte	cte	NOUN
cte-554	48	11	workshop	workshop	NOUN
cte-554	48	12	proceedings	proceeding	NOUN
cte-554	48	13	,	,	PUNCT
cte-554	48	14	2023	2023	NUM
cte-554	48	15	,	,	PUNCT
cte-554	48	16	vol	vol	NOUN
cte-554	48	17	.	.	PUNCT
cte-554	49	1	10	10	NUM
cte-554	49	2	:	:	PUNCT
cte-554	49	3	cited-2022	cited-2022	NOUN
cte-554	49	4	,	,	PUNCT
cte-554	49	5	pp	pp	PROPN
cte-554	49	6	.	.	PUNCT
cte-554	50	1	153	153	NUM
cte-554	50	2	-	-	SYM
cte-554	50	3	166	166	NUM
cte-554	50	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	50	5	to	to	ADP
cte-554	50	6	the	the	DET
cte-554	50	7	formation	formation	NOUN
cte-554	50	8	of	of	ADP
cte-554	50	9	the	the	DET
cte-554	50	10	psyche	psyche	NOUN
cte-554	50	11	and	and	CCONJ
cte-554	50	12	affects	affect	VERB
cte-554	50	13	the	the	DET
cte-554	50	14	intellectual	intellectual	ADJ
cte-554	50	15	,	,	PUNCT
cte-554	50	16	sensory	sensory	ADJ
cte-554	50	17	,	,	PUNCT
cte-554	50	18	emotional	emotional	ADJ
cte-554	50	19	and	and	CCONJ
cte-554	50	20	volitional	volitional	ADJ
cte-554	50	21	spheres	sphere	NOUN
cte-554	50	22	of	of	ADP
cte-554	50	23	life	life	NOUN
cte-554	50	24	.	.	PUNCT
cte-554	51	1	an	an	DET
cte-554	51	2	important	important	ADJ
cte-554	51	3	step	step	NOUN
cte-554	51	4	is	be	AUX
cte-554	51	5	the	the	DET
cte-554	51	6	timely	timely	ADJ
cte-554	51	7	diagnosis	diagnosis	NOUN
cte-554	51	8	of	of	ADP
cte-554	51	9	speech	speech	NOUN
cte-554	51	10	disorders	disorder	NOUN
cte-554	51	11	in	in	ADP
cte-554	51	12	a	a	DET
cte-554	51	13	child	child	NOUN
cte-554	51	14	.	.	PUNCT
cte-554	52	1	for	for	ADP
cte-554	52	2	this	this	PRON
cte-554	52	3	,	,	PUNCT
cte-554	52	4	it	it	PRON
cte-554	52	5	is	be	AUX
cte-554	52	6	advisable	advisable	ADJ
cte-554	52	7	to	to	PART
cte-554	52	8	use	use	VERB
cte-554	52	9	modern	modern	ADJ
cte-554	52	10	information	information	NOUN
cte-554	52	11	technologies	technology	NOUN
cte-554	52	12	.	.	PUNCT
cte-554	53	1	the	the	DET
cte-554	53	2	possibilities	possibility	NOUN
cte-554	53	3	of	of	ADP
cte-554	53	4	smart	smart	ADJ
cte-554	53	5	data	datum	NOUN
cte-554	53	6	processing	processing	NOUN
cte-554	53	7	will	will	AUX
cte-554	53	8	allow	allow	VERB
cte-554	53	9	you	you	PRON
cte-554	53	10	to	to	PART
cte-554	53	11	recognize	recognize	VERB
cte-554	53	12	and	and	CCONJ
cte-554	53	13	determine	determine	VERB
cte-554	53	14	the	the	DET
cte-554	53	15	type	type	NOUN
cte-554	53	16	of	of	ADP
cte-554	53	17	speech	speech	NOUN
cte-554	53	18	defect	defect	NOUN
cte-554	53	19	.	.	PUNCT
cte-554	54	1	the	the	DET
cte-554	54	2	development	development	NOUN
cte-554	54	3	and	and	CCONJ
cte-554	54	4	use	use	NOUN
cte-554	54	5	of	of	ADP
cte-554	54	6	such	such	ADJ
cte-554	54	7	software	software	NOUN
cte-554	54	8	will	will	AUX
cte-554	54	9	enable	enable	VERB
cte-554	54	10	a	a	DET
cte-554	54	11	speech	speech	NOUN
cte-554	54	12	therapist	therapist	NOUN
cte-554	54	13	to	to	PART
cte-554	54	14	carry	carry	VERB
cte-554	54	15	out	out	ADP
cte-554	54	16	high	high	ADJ
cte-554	54	17	-	-	PUNCT
cte-554	54	18	quality	quality	NOUN
cte-554	54	19	diagnostics	diagnostic	NOUN
cte-554	54	20	.	.	PUNCT
cte-554	55	1	also	also	ADV
cte-554	55	2	,	,	PUNCT
cte-554	55	3	such	such	DET
cte-554	55	4	a	a	DET
cte-554	55	5	program	program	NOUN
cte-554	55	6	would	would	AUX
cte-554	55	7	be	be	AUX
cte-554	55	8	useful	useful	ADJ
cte-554	55	9	for	for	ADP
cte-554	55	10	parents	parent	NOUN
cte-554	55	11	.	.	PUNCT
cte-554	56	1	this	this	PRON
cte-554	56	2	will	will	AUX
cte-554	56	3	make	make	VERB
cte-554	56	4	it	it	PRON
cte-554	56	5	possible	possible	ADJ
cte-554	56	6	to	to	PART
cte-554	56	7	conduct	conduct	VERB
cte-554	56	8	an	an	DET
cte-554	56	9	initial	initial	ADJ
cte-554	56	10	diagnosis	diagnosis	NOUN
cte-554	56	11	at	at	ADP
cte-554	56	12	home	home	NOUN
cte-554	56	13	and	and	CCONJ
cte-554	56	14	contact	contact	VERB
cte-554	56	15	a	a	DET
cte-554	56	16	specialist	specialist	NOUN
cte-554	56	17	in	in	ADP
cte-554	56	18	a	a	DET
cte-554	56	19	timely	timely	ADJ
cte-554	56	20	manner	manner	NOUN
cte-554	56	21	.	.	PUNCT
cte-554	57	1	to	to	PART
cte-554	57	2	develop	develop	VERB
cte-554	57	3	such	such	ADJ
cte-554	57	4	software	software	NOUN
cte-554	57	5	,	,	PUNCT
cte-554	57	6	it	it	PRON
cte-554	57	7	is	be	AUX
cte-554	57	8	first	first	ADV
cte-554	57	9	necessary	necessary	ADJ
cte-554	57	10	to	to	PART
cte-554	57	11	develop	develop	VERB
cte-554	57	12	and	and	CCONJ
cte-554	57	13	investigate	investigate	VERB
cte-554	57	14	a	a	DET
cte-554	57	15	model	model	NOUN
cte-554	57	16	for	for	ADP
cte-554	57	17	speech	speech	NOUN
cte-554	57	18	defect	defect	NOUN
cte-554	57	19	recognition	recognition	NOUN
cte-554	57	20	.	.	PUNCT
cte-554	58	1	2	2	X
cte-554	58	2	.	.	X
cte-554	58	3	literature	literature	NOUN
cte-554	58	4	review	review	NOUN
cte-554	58	5	to	to	ADP
cte-554	58	6	date	date	NOUN
cte-554	58	7	,	,	PUNCT
cte-554	58	8	there	there	PRON
cte-554	58	9	are	be	VERB
cte-554	58	10	many	many	ADJ
cte-554	58	11	works	work	NOUN
cte-554	58	12	on	on	ADP
cte-554	58	13	speech	speech	NOUN
cte-554	58	14	recognition	recognition	NOUN
cte-554	58	15	for	for	ADP
cte-554	58	16	its	its	PRON
cte-554	58	17	further	further	ADJ
cte-554	58	18	transcription	transcription	NOUN
cte-554	58	19	.	.	PUNCT
cte-554	59	1	the	the	DET
cte-554	59	2	question	question	NOUN
cte-554	59	3	of	of	ADP
cte-554	59	4	speech	speech	NOUN
cte-554	59	5	recognition	recognition	NOUN
cte-554	59	6	for	for	ADP
cte-554	59	7	detecting	detect	VERB
cte-554	59	8	defects	defect	NOUN
cte-554	59	9	suggests	suggest	VERB
cte-554	59	10	a	a	DET
cte-554	59	11	slightly	slightly	ADV
cte-554	59	12	different	different	ADJ
cte-554	59	13	mechanism	mechanism	NOUN
cte-554	59	14	.	.	PUNCT
cte-554	60	1	in	in	ADP
cte-554	60	2	addition	addition	NOUN
cte-554	60	3	,	,	PUNCT
cte-554	60	4	it	it	PRON
cte-554	60	5	is	be	AUX
cte-554	60	6	worth	worth	ADJ
cte-554	60	7	paying	pay	VERB
cte-554	60	8	attention	attention	NOUN
cte-554	60	9	to	to	ADP
cte-554	60	10	the	the	DET
cte-554	60	11	fact	fact	NOUN
cte-554	60	12	that	that	SCONJ
cte-554	60	13	the	the	DET
cte-554	60	14	specificity	specificity	NOUN
cte-554	60	15	of	of	ADP
cte-554	60	16	each	each	DET
cte-554	60	17	language	language	NOUN
cte-554	60	18	has	have	AUX
cte-554	60	19	its	its	PRON
cte-554	60	20	own	own	ADJ
cte-554	60	21	pronunciation	pronunciation	NOUN
cte-554	60	22	features	feature	NOUN
cte-554	60	23	,	,	PUNCT
cte-554	60	24	and	and	CCONJ
cte-554	60	25	hence	hence	ADV
cte-554	60	26	the	the	DET
cte-554	60	27	detection	detection	NOUN
cte-554	60	28	of	of	ADP
cte-554	60	29	speech	speech	NOUN
cte-554	60	30	defects	defect	NOUN
cte-554	60	31	.	.	PUNCT
cte-554	61	1	most	most	ADV
cte-554	61	2	often	often	ADV
cte-554	61	3	,	,	PUNCT
cte-554	61	4	neural	neural	ADJ
cte-554	61	5	networks	network	NOUN
cte-554	61	6	are	be	AUX
cte-554	61	7	used	use	VERB
cte-554	61	8	for	for	ADP
cte-554	61	9	speech	speech	NOUN
cte-554	61	10	recognition	recognition	NOUN
cte-554	61	11	[	[	X
cte-554	61	12	1	1	NUM
cte-554	61	13	,	,	PUNCT
cte-554	61	14	2	2	NUM
cte-554	61	15	,	,	PUNCT
cte-554	61	16	5	5	NUM
cte-554	61	17	,	,	PUNCT
cte-554	61	18	8	8	NUM
cte-554	61	19	,	,	PUNCT
cte-554	61	20	13	13	NUM
cte-554	61	21	,	,	PUNCT
cte-554	61	22	14	14	NUM
cte-554	61	23	]	]	PUNCT
cte-554	61	24	.	.	PUNCT
cte-554	62	1	this	this	PRON
cte-554	62	2	is	be	AUX
cte-554	62	3	due	due	ADJ
cte-554	62	4	to	to	ADP
cte-554	62	5	the	the	DET
cte-554	62	6	specifics	specific	NOUN
cte-554	62	7	of	of	ADP
cte-554	62	8	the	the	DET
cte-554	62	9	tasks	task	NOUN
cte-554	62	10	for	for	ADP
cte-554	62	11	which	which	PRON
cte-554	62	12	they	they	PRON
cte-554	62	13	are	be	AUX
cte-554	62	14	used	use	VERB
cte-554	62	15	,	,	PUNCT
cte-554	62	16	as	as	ADV
cte-554	62	17	well	well	ADV
cte-554	62	18	as	as	ADP
cte-554	62	19	the	the	DET
cte-554	62	20	quality	quality	NOUN
cte-554	62	21	of	of	ADP
cte-554	62	22	the	the	DET
cte-554	62	23	final	final	ADJ
cte-554	62	24	result	result	NOUN
cte-554	62	25	.	.	PUNCT
cte-554	63	1	in	in	ADP
cte-554	63	2	[	[	X
cte-554	63	3	1	1	X
cte-554	63	4	]	]	PUNCT
cte-554	63	5	an	an	DET
cte-554	63	6	overview	overview	NOUN
cte-554	63	7	of	of	ADP
cte-554	63	8	modern	modern	ADJ
cte-554	63	9	deep	deep	ADJ
cte-554	63	10	learning	learning	NOUN
cte-554	63	11	architectures	architecture	NOUN
cte-554	63	12	of	of	ADP
cte-554	63	13	neural	neural	ADJ
cte-554	63	14	networks	network	NOUN
cte-554	63	15	,	,	PUNCT
cte-554	63	16	algorithms	algorithm	NOUN
cte-554	63	17	and	and	CCONJ
cte-554	63	18	systems	system	NOUN
cte-554	63	19	for	for	ADP
cte-554	63	20	speech	speech	NOUN
cte-554	63	21	programs	program	NOUN
cte-554	63	22	is	be	AUX
cte-554	63	23	presented	present	VERB
cte-554	63	24	.	.	PUNCT
cte-554	64	1	due	due	ADP
cte-554	64	2	to	to	ADP
cte-554	64	3	the	the	DET
cte-554	64	4	growing	grow	VERB
cte-554	64	5	amount	amount	NOUN
cte-554	64	6	of	of	ADP
cte-554	64	7	sensor	sensor	NOUN
cte-554	64	8	data	datum	NOUN
cte-554	64	9	and	and	CCONJ
cte-554	64	10	cloud	cloud	NOUN
cte-554	64	11	computing	computing	NOUN
cte-554	64	12	for	for	ADP
cte-554	64	13	processing	processing	NOUN
cte-554	64	14	and	and	CCONJ
cte-554	64	15	training	training	NOUN
cte-554	64	16	deep	deep	ADJ
cte-554	64	17	neural	neural	ADJ
cte-554	64	18	networks	network	NOUN
cte-554	64	19	.	.	PUNCT
cte-554	65	1	and	and	CCONJ
cte-554	65	2	with	with	ADP
cte-554	65	3	increasing	increase	VERB
cte-554	65	4	complexity	complexity	NOUN
cte-554	65	5	in	in	ADP
cte-554	65	6	mobile	mobile	ADJ
cte-554	65	7	technology	technology	NOUN
cte-554	65	8	,	,	PUNCT
cte-554	65	9	intelligent	intelligent	ADJ
cte-554	65	10	systems	system	NOUN
cte-554	65	11	are	be	AUX
cte-554	65	12	poised	poise	VERB
cte-554	65	13	to	to	PART
cte-554	65	14	revolutionize	revolutionize	VERB
cte-554	65	15	to	to	PART
cte-554	65	16	adapt	adapt	VERB
cte-554	65	17	to	to	ADP
cte-554	65	18	the	the	DET
cte-554	65	19	task	task	NOUN
cte-554	65	20	at	at	ADP
cte-554	65	21	hand	hand	NOUN
cte-554	65	22	.	.	PUNCT
cte-554	66	1	this	this	DET
cte-554	66	2	article	article	NOUN
cte-554	66	3	reviews	review	VERB
cte-554	66	4	some	some	PRON
cte-554	66	5	of	of	ADP
cte-554	66	6	the	the	DET
cte-554	66	7	most	most	ADV
cte-554	66	8	successful	successful	ADJ
cte-554	66	9	deep	deep	ADJ
cte-554	66	10	learning	learning	NOUN
cte-554	66	11	models	model	NOUN
cte-554	66	12	for	for	ADP
cte-554	66	13	intelligent	intelligent	ADJ
cte-554	66	14	vision	vision	NOUN
cte-554	66	15	and	and	CCONJ
cte-554	66	16	speech	speech	NOUN
cte-554	66	17	systems	system	NOUN
cte-554	66	18	to	to	ADP
cte-554	66	19	date	date	NOUN
cte-554	66	20	.	.	PUNCT
cte-554	67	1	from	from	ADP
cte-554	67	2	this	this	DET
cte-554	67	3	work	work	NOUN
cte-554	67	4	,	,	PUNCT
cte-554	67	5	it	it	PRON
cte-554	67	6	can	can	AUX
cte-554	67	7	be	be	AUX
cte-554	67	8	concluded	conclude	VERB
cte-554	67	9	that	that	SCONJ
cte-554	67	10	recent	recent	ADJ
cte-554	67	11	advances	advance	NOUN
cte-554	67	12	in	in	ADP
cte-554	67	13	deep	deep	ADJ
cte-554	67	14	learning	learning	NOUN
cte-554	67	15	of	of	ADP
cte-554	67	16	artificial	artificial	ADJ
cte-554	67	17	neural	neural	ADJ
cte-554	67	18	networks	network	NOUN
cte-554	67	19	are	be	AUX
cte-554	67	20	driving	drive	VERB
cte-554	67	21	rapid	rapid	ADJ
cte-554	67	22	innovation	innovation	NOUN
cte-554	67	23	and	and	CCONJ
cte-554	67	24	development	development	NOUN
cte-554	67	25	in	in	ADP
cte-554	67	26	intelligent	intelligent	ADJ
cte-554	67	27	vision	vision	NOUN
cte-554	67	28	and	and	CCONJ
cte-554	67	29	language	language	NOUN
cte-554	67	30	systems	system	NOUN
cte-554	67	31	.	.	PUNCT
cte-554	68	1	the	the	DET
cte-554	68	2	work	work	NOUN
cte-554	68	3	of	of	ADP
cte-554	68	4	bahuleyan	bahuleyan	ADJ
cte-554	68	5	[	[	X
cte-554	68	6	2	2	NUM
cte-554	68	7	]	]	PUNCT
cte-554	68	8	contains	contain	VERB
cte-554	68	9	a	a	DET
cte-554	68	10	comparison	comparison	NOUN
cte-554	68	11	of	of	ADP
cte-554	68	12	the	the	DET
cte-554	68	13	performance	performance	NOUN
cte-554	68	14	of	of	ADP
cte-554	68	15	two	two	NUM
cte-554	68	16	classes	class	NOUN
cte-554	68	17	of	of	ADP
cte-554	68	18	models	model	NOUN
cte-554	68	19	.	.	PUNCT
cte-554	69	1	the	the	DET
cte-554	69	2	first	first	ADJ
cte-554	69	3	is	be	AUX
cte-554	69	4	a	a	DET
cte-554	69	5	deep	deep	ADJ
cte-554	69	6	learning	learning	NOUN
cte-554	69	7	approach	approach	NOUN
cte-554	69	8	where	where	SCONJ
cte-554	69	9	a	a	DET
cte-554	69	10	cnn	cnn	PROPN
cte-554	69	11	model	model	NOUN
cte-554	69	12	is	be	AUX
cte-554	69	13	trained	train	VERB
cte-554	69	14	end	end	NOUN
cte-554	69	15	-	-	PUNCT
cte-554	69	16	to	to	ADP
cte-554	69	17	-	-	PUNCT
cte-554	69	18	end	end	NOUN
cte-554	69	19	to	to	PART
cte-554	69	20	predict	predict	VERB
cte-554	69	21	the	the	DET
cte-554	69	22	genre	genre	NOUN
cte-554	69	23	label	label	NOUN
cte-554	69	24	of	of	ADP
cte-554	69	25	an	an	DET
cte-554	69	26	audio	audio	ADJ
cte-554	69	27	signal	signal	NOUN
cte-554	69	28	solely	solely	ADV
cte-554	69	29	using	use	VERB
cte-554	69	30	its	its	PRON
cte-554	69	31	spectrogram	spectrogram	NOUN
cte-554	69	32	.	.	PUNCT
cte-554	70	1	the	the	DET
cte-554	70	2	second	second	ADJ
cte-554	70	3	approach	approach	NOUN
cte-554	70	4	uses	use	VERB
cte-554	70	5	hand	hand	NOUN
cte-554	70	6	-	-	PUNCT
cte-554	70	7	crafted	craft	VERB
cte-554	70	8	features	feature	NOUN
cte-554	70	9	in	in	ADP
cte-554	70	10	both	both	CCONJ
cte-554	70	11	the	the	DET
cte-554	70	12	time	time	NOUN
cte-554	70	13	and	and	CCONJ
cte-554	70	14	frequency	frequency	NOUN
cte-554	70	15	domains	domain	NOUN
cte-554	70	16	.	.	PUNCT
cte-554	71	1	the	the	DET
cte-554	71	2	author	author	NOUN
cte-554	71	3	trains	train	VERB
cte-554	71	4	four	four	NUM
cte-554	71	5	traditional	traditional	ADJ
cte-554	71	6	machine	machine	NOUN
cte-554	71	7	learning	learn	VERB
cte-554	71	8	classifiers	classifier	NOUN
cte-554	71	9	with	with	ADP
cte-554	71	10	these	these	DET
cte-554	71	11	features	feature	NOUN
cte-554	71	12	and	and	CCONJ
cte-554	71	13	compares	compare	VERB
cte-554	71	14	their	their	PRON
cte-554	71	15	performance	performance	NOUN
cte-554	71	16	.	.	PUNCT
cte-554	72	1	also	also	ADV
cte-554	72	2	,	,	PUNCT
cte-554	72	3	the	the	DET
cte-554	72	4	work	work	NOUN
cte-554	72	5	defines	define	VERB
cte-554	72	6	the	the	DET
cte-554	72	7	functions	function	NOUN
cte-554	72	8	that	that	PRON
cte-554	72	9	are	be	AUX
cte-554	72	10	most	most	ADV
cte-554	72	11	conducive	conducive	ADJ
cte-554	72	12	to	to	ADP
cte-554	72	13	solving	solve	VERB
cte-554	72	14	the	the	DET
cte-554	72	15	problem	problem	NOUN
cte-554	72	16	of	of	ADP
cte-554	72	17	multiclass	multiclass	ADJ
cte-554	72	18	classification	classification	NOUN
cte-554	72	19	.	.	PUNCT
cte-554	73	1	experiments	experiment	NOUN
cte-554	73	2	are	be	AUX
cte-554	73	3	carried	carry	VERB
cte-554	73	4	out	out	ADP
cte-554	73	5	with	with	ADP
cte-554	73	6	the	the	DET
cte-554	73	7	audio	audio	ADJ
cte-554	73	8	dataset	dataset	NOUN
cte-554	73	9	.	.	PUNCT
cte-554	74	1	kourkounakis	kourkounaki	NOUN
cte-554	74	2	,	,	PUNCT
cte-554	74	3	hajavi	hajavi	VERB
cte-554	74	4	and	and	CCONJ
cte-554	74	5	etemad	etemad	ADJ
cte-554	74	6	[	[	X
cte-554	74	7	8	8	NUM
cte-554	74	8	]	]	PUNCT
cte-554	74	9	highlighted	highlight	VERB
cte-554	74	10	the	the	DET
cte-554	74	11	problem	problem	NOUN
cte-554	74	12	of	of	ADP
cte-554	74	13	identifying	identify	VERB
cte-554	74	14	and	and	CCONJ
cte-554	74	15	classifying	classify	VERB
cte-554	74	16	various	various	ADJ
cte-554	74	17	forms	form	NOUN
cte-554	74	18	of	of	ADP
cte-554	74	19	stuttering	stutter	VERB
cte-554	74	20	.	.	PUNCT
cte-554	75	1	unlike	unlike	ADP
cte-554	75	2	most	most	ADJ
cte-554	75	3	of	of	ADP
cte-554	75	4	the	the	DET
cte-554	75	5	existing	exist	VERB
cte-554	75	6	work	work	NOUN
cte-554	75	7	identifying	identify	VERB
cte-554	75	8	stuttering	stutter	VERB
cte-554	75	9	with	with	ADP
cte-554	75	10	speech	speech	NOUN
cte-554	75	11	models	model	NOUN
cte-554	75	12	,	,	PUNCT
cte-554	75	13	their	their	PRON
cte-554	75	14	work	work	NOUN
cte-554	75	15	proposes	propose	VERB
cte-554	75	16	a	a	DET
cte-554	75	17	model	model	NOUN
cte-554	75	18	based	base	VERB
cte-554	75	19	solely	solely	ADV
cte-554	75	20	on	on	ADP
cte-554	75	21	acoustic	acoustic	ADJ
cte-554	75	22	features	feature	NOUN
cte-554	75	23	,	,	PUNCT
cte-554	75	24	allowing	allow	VERB
cte-554	75	25	the	the	DET
cte-554	75	26	identification	identification	NOUN
cte-554	75	27	of	of	ADP
cte-554	75	28	several	several	ADJ
cte-554	75	29	variants	variant	NOUN
cte-554	75	30	of	of	ADP
cte-554	75	31	stuttering	stutter	VERB
cte-554	75	32	dysfunctions	dysfunction	NOUN
cte-554	75	33	without	without	ADP
cte-554	75	34	the	the	DET
cte-554	75	35	need	need	NOUN
cte-554	75	36	for	for	ADP
cte-554	75	37	speech	speech	NOUN
cte-554	75	38	recognition	recognition	NOUN
cte-554	75	39	.	.	PUNCT
cte-554	76	1	this	this	DET
cte-554	76	2	model	model	NOUN
cte-554	76	3	uses	use	VERB
cte-554	76	4	a	a	DET
cte-554	76	5	deep	deep	ADJ
cte-554	76	6	residual	residual	ADJ
cte-554	76	7	network	network	NOUN
cte-554	76	8	and	and	CCONJ
cte-554	76	9	bidirectional	bidirectional	ADJ
cte-554	76	10	short	short	ADJ
cte-554	76	11	-	-	PUNCT
cte-554	76	12	term	term	NOUN
cte-554	76	13	long	long	ADJ
cte-554	76	14	-	-	PUNCT
cte-554	76	15	term	term	NOUN
cte-554	76	16	memory	memory	NOUN
cte-554	76	17	layers	layer	NOUN
cte-554	76	18	to	to	PART
cte-554	76	19	classify	classify	VERB
cte-554	76	20	different	different	ADJ
cte-554	76	21	kinds	kind	NOUN
cte-554	76	22	of	of	ADP
cte-554	76	23	stutters	stutter	NOUN
cte-554	76	24	and	and	CCONJ
cte-554	76	25	achieves	achieve	VERB
cte-554	76	26	an	an	DET
cte-554	76	27	average	average	ADJ
cte-554	76	28	miss	miss	NOUN
cte-554	76	29	rate	rate	NOUN
cte-554	76	30	.	.	PUNCT
cte-554	77	1	latif	latif	PROPN
cte-554	77	2	et	et	PROPN
cte-554	77	3	al	al	PROPN
cte-554	77	4	.	.	PUNCT
cte-554	78	1	[	[	X
cte-554	78	2	10	10	NUM
cte-554	78	3	]	]	PUNCT
cte-554	78	4	discusses	discuss	VERB
cte-554	78	5	the	the	DET
cte-554	78	6	problems	problem	NOUN
cte-554	78	7	and	and	CCONJ
cte-554	78	8	key	key	ADJ
cte-554	78	9	characteristics	characteristic	NOUN
cte-554	78	10	of	of	ADP
cte-554	78	11	models	model	NOUN
cte-554	78	12	of	of	ADP
cte-554	78	13	teaching	teaching	NOUN
cte-554	78	14	representation	representation	NOUN
cte-554	78	15	and	and	CCONJ
cte-554	78	16	discussion	discussion	NOUN
cte-554	78	17	.	.	PUNCT
cte-554	79	1	it	it	PRON
cte-554	79	2	also	also	ADV
cte-554	79	3	considers	consider	VERB
cte-554	79	4	possible	possible	ADJ
cte-554	79	5	future	future	ADJ
cte-554	79	6	trends	trend	NOUN
cte-554	79	7	.	.	PUNCT
cte-554	80	1	speech	speech	NOUN
cte-554	80	2	processing	processing	NOUN
cte-554	80	3	research	research	NOUN
cte-554	80	4	has	have	AUX
cte-554	80	5	traditionally	traditionally	ADV
cte-554	80	6	been	be	AUX
cte-554	80	7	treated	treat	VERB
cte-554	80	8	as	as	ADP
cte-554	80	9	a	a	DET
cte-554	80	10	task	task	NOUN
cte-554	80	11	of	of	ADP
cte-554	80	12	developing	develop	VERB
cte-554	80	13	hand	hand	NOUN
cte-554	80	14	-	-	PUNCT
cte-554	80	15	crafted	craft	VERB
cte-554	80	16	acoustic	acoustic	ADJ
cte-554	80	17	characteristics	characteristic	NOUN
cte-554	80	18	as	as	ADP
cte-554	80	19	a	a	DET
cte-554	80	20	separate	separate	ADJ
cte-554	80	21	problem	problem	NOUN
cte-554	80	22	.	.	PUNCT
cte-554	81	1	this	this	DET
cte-554	81	2	task	task	NOUN
cte-554	81	3	differs	differ	VERB
cte-554	81	4	from	from	ADP
cte-554	81	5	the	the	DET
cte-554	81	6	task	task	NOUN
cte-554	81	7	of	of	ADP
cte-554	81	8	developing	develop	VERB
cte-554	81	9	efficient	efficient	ADJ
cte-554	81	10	machine	machine	NOUN
cte-554	81	11	learning	learn	VERB
cte-554	81	12	155	155	NUM
cte-554	81	13	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	81	14	cte	cte	NOUN
cte-554	81	15	workshop	workshop	NOUN
cte-554	81	16	proceedings	proceeding	NOUN
cte-554	81	17	,	,	PUNCT
cte-554	81	18	2023	2023	NUM
cte-554	81	19	,	,	PUNCT
cte-554	81	20	vol	vol	NOUN
cte-554	81	21	.	.	PUNCT
cte-554	82	1	10	10	NUM
cte-554	82	2	:	:	PUNCT
cte-554	82	3	cited-2022	cited-2022	NOUN
cte-554	82	4	,	,	PUNCT
cte-554	82	5	pp	pp	PROPN
cte-554	82	6	.	.	PUNCT
cte-554	83	1	153	153	NUM
cte-554	83	2	-	-	SYM
cte-554	83	3	166	166	NUM
cte-554	83	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	83	5	models	model	NOUN
cte-554	83	6	for	for	ADP
cte-554	83	7	making	make	VERB
cte-554	83	8	prediction	prediction	NOUN
cte-554	83	9	and	and	CCONJ
cte-554	83	10	classification	classification	NOUN
cte-554	83	11	decisions	decision	NOUN
cte-554	83	12	.	.	PUNCT
cte-554	84	1	although	although	SCONJ
cte-554	84	2	the	the	DET
cte-554	84	3	general	general	ADJ
cte-554	84	4	structure	structure	NOUN
cte-554	84	5	can	can	AUX
cte-554	84	6	be	be	AUX
cte-554	84	7	traced	trace	VERB
cte-554	84	8	.	.	PUNCT
cte-554	85	1	there	there	PRON
cte-554	85	2	are	be	VERB
cte-554	85	3	two	two	NUM
cte-554	85	4	main	main	ADJ
cte-554	85	5	disadvantages	disadvantage	NOUN
cte-554	85	6	of	of	ADP
cte-554	85	7	this	this	DET
cte-554	85	8	approach	approach	NOUN
cte-554	85	9	:	:	PUNCT
cte-554	85	10	firstly	firstly	ADV
cte-554	85	11	,	,	PUNCT
cte-554	85	12	this	this	PRON
cte-554	85	13	is	be	AUX
cte-554	85	14	an	an	DET
cte-554	85	15	engineering	engineering	NOUN
cte-554	85	16	function	function	NOUN
cte-554	85	17	–	–	PUNCT
cte-554	85	18	a	a	DET
cte-554	85	19	manual	manual	NOUN
cte-554	85	20	that	that	PRON
cte-554	85	21	is	be	AUX
cte-554	85	22	cumbersome	cumbersome	ADJ
cte-554	85	23	and	and	CCONJ
cte-554	85	24	requires	require	VERB
cte-554	85	25	human	human	ADJ
cte-554	85	26	knowledge	knowledge	NOUN
cte-554	85	27	;	;	PUNCT
cte-554	85	28	secondly	secondly	ADV
cte-554	85	29	,	,	PUNCT
cte-554	85	30	the	the	DET
cte-554	85	31	functions	function	NOUN
cte-554	85	32	developed	develop	VERB
cte-554	85	33	may	may	AUX
cte-554	85	34	not	not	PART
cte-554	85	35	be	be	AUX
cte-554	85	36	the	the	DET
cte-554	85	37	best	good	ADJ
cte-554	85	38	for	for	ADP
cte-554	85	39	achieving	achieve	VERB
cte-554	85	40	the	the	DET
cte-554	85	41	goals	goal	NOUN
cte-554	85	42	.	.	PUNCT
cte-554	86	1	work	work	NOUN
cte-554	86	2	by	by	ADP
cte-554	86	3	purwins	purwin	NOUN
cte-554	86	4	et	et	PROPN
cte-554	86	5	al	al	PROPN
cte-554	86	6	.	.	PUNCT
cte-554	87	1	[	[	X
cte-554	87	2	13	13	NUM
cte-554	87	3	]	]	PUNCT
cte-554	87	4	is	be	AUX
cte-554	87	5	devoted	devote	VERB
cte-554	87	6	to	to	ADP
cte-554	87	7	the	the	DET
cte-554	87	8	current	current	ADJ
cte-554	87	9	state	state	NOUN
cte-554	87	10	of	of	ADP
cte-554	87	11	deep	deep	ADJ
cte-554	87	12	learning	learning	NOUN
cte-554	87	13	methods	method	NOUN
cte-554	87	14	for	for	ADP
cte-554	87	15	processing	process	VERB
cte-554	87	16	audio	audio	NOUN
cte-554	87	17	signals	signal	NOUN
cte-554	87	18	and	and	CCONJ
cte-554	87	19	deep	deep	ADJ
cte-554	87	20	learning	learning	NOUN
cte-554	87	21	models	model	NOUN
cte-554	87	22	,	,	PUNCT
cte-554	87	23	including	include	VERB
cte-554	87	24	convolutional	convolutional	ADJ
cte-554	87	25	neural	neural	ADJ
cte-554	87	26	networks	network	NOUN
cte-554	87	27	.	.	PUNCT
cte-554	88	1	speech	speech	NOUN
cte-554	88	2	,	,	PUNCT
cte-554	88	3	music	music	NOUN
cte-554	88	4	,	,	PUNCT
cte-554	88	5	and	and	CCONJ
cte-554	88	6	environmental	environmental	ADJ
cte-554	88	7	sound	sound	NOUN
cte-554	88	8	processing	processing	NOUN
cte-554	88	9	are	be	AUX
cte-554	88	10	considered	consider	VERB
cte-554	88	11	parallel	parallel	ADJ
cte-554	88	12	.	.	PUNCT
cte-554	89	1	to	to	PART
cte-554	89	2	point	point	VERB
cte-554	89	3	out	out	ADP
cte-554	89	4	the	the	DET
cte-554	89	5	similarities	similarity	NOUN
cte-554	89	6	and	and	CCONJ
cte-554	89	7	differences	difference	NOUN
cte-554	89	8	between	between	ADP
cte-554	89	9	the	the	DET
cte-554	89	10	two	two	NUM
cte-554	89	11	,	,	PUNCT
cte-554	89	12	the	the	DET
cte-554	89	13	author	author	NOUN
cte-554	89	14	reviews	review	VERB
cte-554	89	15	common	common	ADJ
cte-554	89	16	methods	method	NOUN
cte-554	89	17	,	,	PUNCT
cte-554	89	18	issues	issue	NOUN
cte-554	89	19	,	,	PUNCT
cte-554	89	20	key	key	ADJ
cte-554	89	21	references	reference	NOUN
cte-554	89	22	,	,	PUNCT
cte-554	89	23	and	and	CCONJ
cte-554	89	24	the	the	DET
cte-554	89	25	potential	potential	NOUN
cte-554	89	26	for	for	ADP
cte-554	89	27	cross	cross	NOUN
cte-554	89	28	-	-	NOUN
cte-554	89	29	training	training	NOUN
cte-554	89	30	.	.	PUNCT
cte-554	90	1	chlasta	chlasta	NOUN
cte-554	90	2	,	,	PUNCT
cte-554	90	3	wołk	wołk	ADJ
cte-554	90	4	and	and	CCONJ
cte-554	90	5	krejtz	krejtz	VERB
cte-554	90	6	[	[	X
cte-554	90	7	4	4	X
cte-554	90	8	]	]	PUNCT
cte-554	90	9	proposes	propose	VERB
cte-554	90	10	a	a	DET
cte-554	90	11	new	new	ADJ
cte-554	90	12	approach	approach	NOUN
cte-554	90	13	to	to	ADP
cte-554	90	14	automated	automate	VERB
cte-554	90	15	detection	detection	NOUN
cte-554	90	16	of	of	ADP
cte-554	90	17	depression	depression	NOUN
cte-554	90	18	in	in	ADP
cte-554	90	19	people	people	NOUN
cte-554	90	20	in	in	ADP
cte-554	90	21	speech	speech	NOUN
cte-554	90	22	using	use	VERB
cte-554	90	23	a	a	DET
cte-554	90	24	convolutional	convolutional	ADJ
cte-554	90	25	neural	neural	ADJ
cte-554	90	26	network	network	NOUN
cte-554	90	27	(	(	PUNCT
cte-554	90	28	cnn	cnn	PROPN
cte-554	90	29	)	)	PUNCT
cte-554	90	30	and	and	CCONJ
cte-554	90	31	multi	multi	ADJ
cte-554	90	32	-	-	ADJ
cte-554	90	33	party	party	ADJ
cte-554	90	34	interactive	interactive	ADJ
cte-554	90	35	learning	learning	NOUN
cte-554	90	36	.	.	PUNCT
cte-554	91	1	early	early	ADJ
cte-554	91	2	detection	detection	NOUN
cte-554	91	3	and	and	CCONJ
cte-554	91	4	treatment	treatment	NOUN
cte-554	91	5	of	of	ADP
cte-554	91	6	depression	depression	NOUN
cte-554	91	7	is	be	AUX
cte-554	91	8	essential	essential	ADJ
cte-554	91	9	for	for	ADP
cte-554	91	10	recovery	recovery	NOUN
cte-554	91	11	,	,	PUNCT
cte-554	91	12	prevention	prevention	NOUN
cte-554	91	13	of	of	ADP
cte-554	91	14	relapse	relapse	NOUN
cte-554	91	15	and	and	CCONJ
cte-554	91	16	reduction	reduction	NOUN
cte-554	91	17	of	of	ADP
cte-554	91	18	the	the	DET
cte-554	91	19	severity	severity	NOUN
cte-554	91	20	of	of	ADP
cte-554	91	21	the	the	DET
cte-554	91	22	disease	disease	NOUN
cte-554	91	23	.	.	PUNCT
cte-554	92	1	the	the	DET
cte-554	92	2	experiment	experiment	NOUN
cte-554	92	3	applied	apply	VERB
cte-554	92	4	data	datum	NOUN
cte-554	92	5	to	to	ADP
cte-554	92	6	residual	residual	ADJ
cte-554	92	7	cnns	cnn	NOUN
cte-554	92	8	in	in	ADP
cte-554	92	9	the	the	DET
cte-554	92	10	form	form	NOUN
cte-554	92	11	of	of	ADP
cte-554	92	12	image	image	NOUN
cte-554	92	13	spectrograms	spectrogram	NOUN
cte-554	92	14	automatically	automatically	ADV
cte-554	92	15	generated	generate	VERB
cte-554	92	16	from	from	ADP
cte-554	92	17	audio	audio	ADJ
cte-554	92	18	samples	sample	NOUN
cte-554	92	19	.	.	PUNCT
cte-554	93	1	work	work	NOUN
cte-554	93	2	by	by	ADP
cte-554	93	3	sheikh	sheikh	PROPN
cte-554	93	4	et	et	PROPN
cte-554	93	5	al	al	PROPN
cte-554	93	6	.	.	PUNCT
cte-554	94	1	[	[	X
cte-554	94	2	15	15	NUM
cte-554	94	3	]	]	X
cte-554	94	4	is	be	AUX
cte-554	94	5	devoted	devote	VERB
cte-554	94	6	to	to	ADP
cte-554	94	7	a	a	DET
cte-554	94	8	comprehensive	comprehensive	ADJ
cte-554	94	9	examination	examination	NOUN
cte-554	94	10	of	of	ADP
cte-554	94	11	audio	audio	NOUN
cte-554	94	12	and	and	CCONJ
cte-554	94	13	the	the	DET
cte-554	94	14	identification	identification	NOUN
cte-554	94	15	of	of	ADP
cte-554	94	16	features	feature	NOUN
cte-554	94	17	,	,	PUNCT
cte-554	94	18	methods	method	NOUN
cte-554	94	19	for	for	ADP
cte-554	94	20	classifying	classify	VERB
cte-554	94	21	stuttering	stutter	VERB
cte-554	94	22	/	/	SYM
cte-554	94	23	disagreement	disagreement	NOUN
cte-554	94	24	based	base	VERB
cte-554	94	25	on	on	ADP
cte-554	94	26	statistical	statistical	ADJ
cte-554	94	27	and	and	CCONJ
cte-554	94	28	deep	deep	ADJ
cte-554	94	29	learning	learning	NOUN
cte-554	94	30	.	.	PUNCT
cte-554	95	1	the	the	DET
cte-554	95	2	identification	identification	NOUN
cte-554	95	3	of	of	ADP
cte-554	95	4	stuttering	stuttering	NOUN
cte-554	95	5	is	be	AUX
cte-554	95	6	an	an	DET
cte-554	95	7	interesting	interesting	ADJ
cte-554	95	8	interdisciplinary	interdisciplinary	ADJ
cte-554	95	9	research	research	NOUN
cte-554	95	10	problem	problem	NOUN
cte-554	95	11	involving	involve	VERB
cte-554	95	12	pathology	pathology	NOUN
cte-554	95	13	,	,	PUNCT
cte-554	95	14	psychology	psychology	NOUN
cte-554	95	15	,	,	PUNCT
cte-554	95	16	acoustics	acoustic	NOUN
cte-554	95	17	,	,	PUNCT
cte-554	95	18	and	and	CCONJ
cte-554	95	19	signal	signal	NOUN
cte-554	95	20	processing	processing	NOUN
cte-554	95	21	,	,	PUNCT
cte-554	95	22	which	which	PRON
cte-554	95	23	in	in	ADP
cte-554	95	24	turn	turn	NOUN
cte-554	95	25	makes	make	VERB
cte-554	95	26	it	it	PRON
cte-554	95	27	difficult	difficult	ADJ
cte-554	95	28	to	to	PART
cte-554	95	29	identify	identify	VERB
cte-554	95	30	the	the	DET
cte-554	95	31	problem	problem	NOUN
cte-554	95	32	.	.	PUNCT
cte-554	96	1	kourkounakis	kourkounaki	NOUN
cte-554	96	2	,	,	PUNCT
cte-554	96	3	hajavi	hajavi	VERB
cte-554	96	4	and	and	CCONJ
cte-554	96	5	etemad	etemad	VERB
cte-554	97	1	[	[	X
cte-554	97	2	9	9	NUM
cte-554	97	3	]	]	PUNCT
cte-554	97	4	proposed	propose	VERB
cte-554	97	5	an	an	DET
cte-554	97	6	end	end	NOUN
cte-554	97	7	-	-	PUNCT
cte-554	97	8	to	to	ADP
cte-554	97	9	-	-	PUNCT
cte-554	97	10	end	end	NOUN
cte-554	97	11	deep	deep	ADJ
cte-554	97	12	neural	neural	ADJ
cte-554	97	13	network	network	NOUN
cte-554	97	14	fluentnet	fluentnet	NOUN
cte-554	97	15	,	,	PUNCT
cte-554	97	16	capable	capable	ADJ
cte-554	97	17	of	of	ADP
cte-554	97	18	identifying	identify	VERB
cte-554	97	19	a	a	DET
cte-554	97	20	number	number	NOUN
cte-554	97	21	of	of	ADP
cte-554	97	22	different	different	ADJ
cte-554	97	23	types	type	NOUN
cte-554	97	24	of	of	ADP
cte-554	97	25	disagreements	disagreement	NOUN
cte-554	97	26	.	.	PUNCT
cte-554	98	1	fluentnet	fluentnet	NOUN
cte-554	98	2	consists	consist	VERB
cte-554	98	3	of	of	ADP
cte-554	98	4	a	a	DET
cte-554	98	5	residual	residual	ADJ
cte-554	98	6	convolutional	convolutional	ADJ
cte-554	98	7	neural	neural	ADJ
cte-554	98	8	network	network	NOUN
cte-554	98	9	that	that	PRON
cte-554	98	10	facilitates	facilitate	VERB
cte-554	98	11	the	the	DET
cte-554	98	12	study	study	NOUN
cte-554	98	13	of	of	ADP
cte-554	98	14	strong	strong	ADJ
cte-554	98	15	frame	frame	NOUN
cte-554	98	16	-	-	PUNCT
cte-554	98	17	level	level	NOUN
cte-554	98	18	spectral	spectral	ADJ
cte-554	98	19	representations	representation	NOUN
cte-554	98	20	.	.	PUNCT
cte-554	99	1	frames	frame	NOUN
cte-554	99	2	are	be	AUX
cte-554	99	3	followed	follow	VERB
cte-554	99	4	by	by	ADP
cte-554	99	5	a	a	DET
cte-554	99	6	set	set	NOUN
cte-554	99	7	of	of	ADP
cte-554	99	8	bi	bi	ADJ
cte-554	99	9	-	-	ADJ
cte-554	99	10	directional	directional	ADJ
cte-554	99	11	long	long	ADJ
cte-554	99	12	short	short	ADJ
cte-554	99	13	-	-	PUNCT
cte-554	99	14	term	term	NOUN
cte-554	99	15	memory	memory	NOUN
cte-554	99	16	layers	layer	NOUN
cte-554	99	17	to	to	PART
cte-554	99	18	aid	aid	VERB
cte-554	99	19	in	in	ADP
cte-554	99	20	learning	learn	VERB
cte-554	99	21	effective	effective	ADJ
cte-554	99	22	timing	timing	NOUN
cte-554	99	23	.	.	PUNCT
cte-554	100	1	in	in	ADP
cte-554	100	2	addition	addition	NOUN
cte-554	100	3	,	,	PUNCT
cte-554	100	4	fluentnet	fluentnet	NOUN
cte-554	100	5	uses	use	VERB
cte-554	100	6	the	the	DET
cte-554	100	7	attention	attention	NOUN
cte-554	100	8	mechanism	mechanism	NOUN
cte-554	100	9	to	to	PART
cte-554	100	10	focus	focus	VERB
cte-554	100	11	on	on	ADP
cte-554	100	12	important	important	ADJ
cte-554	100	13	parts	part	NOUN
cte-554	100	14	of	of	ADP
cte-554	100	15	speech	speech	NOUN
cte-554	100	16	in	in	ADP
cte-554	100	17	order	order	NOUN
cte-554	100	18	to	to	PART
cte-554	100	19	get	get	VERB
cte-554	100	20	better	well	ADJ
cte-554	100	21	performance	performance	NOUN
cte-554	100	22	.	.	PUNCT
cte-554	101	1	in	in	ADP
cte-554	101	2	[	[	X
cte-554	101	3	12	12	NUM
cte-554	101	4	]	]	PUNCT
cte-554	101	5	the	the	DET
cte-554	101	6	mclnn	mclnn	NOUN
cte-554	101	7	performance	performance	NOUN
cte-554	101	8	was	be	AUX
cte-554	101	9	evaluated	evaluate	VERB
cte-554	101	10	using	use	VERB
cte-554	101	11	the	the	DET
cte-554	101	12	ballroom	ballroom	NOUN
cte-554	101	13	and	and	CCONJ
cte-554	101	14	homburg	homburg	PROPN
cte-554	101	15	music	music	NOUN
cte-554	101	16	genre	genre	NOUN
cte-554	101	17	datasets	dataset	NOUN
cte-554	101	18	.	.	PUNCT
cte-554	102	1	conditional	conditional	ADJ
cte-554	102	2	neural	neural	ADJ
cte-554	102	3	networks	network	NOUN
cte-554	102	4	(	(	PUNCT
cte-554	102	5	clnn	clnn	PROPN
cte-554	102	6	)	)	PUNCT
cte-554	102	7	and	and	CCONJ
cte-554	102	8	conditional	conditional	ADJ
cte-554	102	9	masked	mask	VERB
cte-554	102	10	neural	neural	ADJ
cte-554	102	11	networks	network	NOUN
cte-554	102	12	(	(	PUNCT
cte-554	102	13	mclnn	mclnn	NOUN
cte-554	102	14	)	)	PUNCT
cte-554	102	15	exploit	exploit	VERB
cte-554	102	16	the	the	DET
cte-554	102	17	nature	nature	NOUN
cte-554	102	18	of	of	ADP
cte-554	102	19	multidimensional	multidimensional	ADJ
cte-554	102	20	time	time	NOUN
cte-554	102	21	signals	signal	NOUN
cte-554	102	22	.	.	PUNCT
cte-554	103	1	clnn	clnn	NOUN
cte-554	103	2	captures	capture	VERB
cte-554	103	3	the	the	DET
cte-554	103	4	effect	effect	NOUN
cte-554	103	5	of	of	ADP
cte-554	103	6	conditional	conditional	ADJ
cte-554	103	7	time	time	NOUN
cte-554	103	8	between	between	ADP
cte-554	103	9	frames	frame	NOUN
cte-554	103	10	in	in	ADP
cte-554	103	11	a	a	DET
cte-554	103	12	window	window	NOUN
cte-554	103	13	.	.	PUNCT
cte-554	104	1	and	and	CCONJ
cte-554	104	2	the	the	DET
cte-554	104	3	mask	mask	NOUN
cte-554	104	4	in	in	ADP
cte-554	104	5	mclnn	mclnn	NOUN
cte-554	104	6	provides	provide	VERB
cte-554	104	7	a	a	DET
cte-554	104	8	systematic	systematic	ADJ
cte-554	104	9	sparsity	sparsity	NOUN
cte-554	104	10	that	that	PRON
cte-554	104	11	follows	follow	VERB
cte-554	104	12	a	a	DET
cte-554	104	13	pattern	pattern	NOUN
cte-554	104	14	similar	similar	ADJ
cte-554	104	15	to	to	ADP
cte-554	104	16	a	a	DET
cte-554	104	17	filter	filter	NOUN
cte-554	104	18	bank	bank	NOUN
cte-554	104	19	.	.	PUNCT
cte-554	105	1	the	the	DET
cte-554	105	2	mask	mask	NOUN
cte-554	105	3	induces	induce	VERB
cte-554	105	4	the	the	DET
cte-554	105	5	network	network	NOUN
cte-554	105	6	to	to	PART
cte-554	105	7	learn	learn	VERB
cte-554	105	8	about	about	ADP
cte-554	105	9	the	the	DET
cte-554	105	10	frequency	frequency	NOUN
cte-554	105	11	representation	representation	NOUN
cte-554	105	12	of	of	ADP
cte-554	105	13	time	time	NOUN
cte-554	105	14	in	in	ADP
cte-554	105	15	bands	band	NOUN
cte-554	105	16	,	,	PUNCT
cte-554	105	17	allows	allow	VERB
cte-554	105	18	the	the	DET
cte-554	105	19	network	network	NOUN
cte-554	105	20	to	to	PART
cte-554	105	21	tolerate	tolerate	VERB
cte-554	105	22	frequency	frequency	NOUN
cte-554	105	23	shifts	shift	NOUN
cte-554	105	24	.	.	PUNCT
cte-554	106	1	in	in	ADP
cte-554	106	2	addition	addition	NOUN
cte-554	106	3	,	,	PUNCT
cte-554	106	4	the	the	DET
cte-554	106	5	mask	mask	NOUN
cte-554	106	6	in	in	ADP
cte-554	106	7	mclnn	mclnn	NOUN
cte-554	106	8	usually	usually	ADV
cte-554	106	9	automates	automate	VERB
cte-554	106	10	the	the	DET
cte-554	106	11	exploration	exploration	NOUN
cte-554	106	12	of	of	ADP
cte-554	106	13	a	a	DET
cte-554	106	14	number	number	NOUN
cte-554	106	15	of	of	ADP
cte-554	106	16	feature	feature	NOUN
cte-554	106	17	combinations	combination	NOUN
cte-554	106	18	made	make	VERB
cte-554	106	19	through	through	ADP
cte-554	106	20	exhaustive	exhaustive	ADJ
cte-554	106	21	manual	manual	ADJ
cte-554	106	22	searches	search	NOUN
cte-554	106	23	.	.	PUNCT
cte-554	107	1	wang	wang	PROPN
cte-554	107	2	and	and	CCONJ
cte-554	107	3	chen	chen	PROPN
cte-554	108	1	[	[	X
cte-554	108	2	17	17	NUM
cte-554	108	3	]	]	PUNCT
cte-554	108	4	formulated	formulate	VERB
cte-554	108	5	a	a	DET
cte-554	108	6	newer	new	ADJ
cte-554	108	7	approach	approach	NOUN
cte-554	108	8	to	to	ADP
cte-554	108	9	speech	speech	NOUN
cte-554	108	10	separation	separation	NOUN
cte-554	108	11	as	as	ADP
cte-554	108	12	a	a	DET
cte-554	108	13	supervised	supervised	ADJ
cte-554	108	14	learning	learning	NOUN
cte-554	108	15	problem	problem	NOUN
cte-554	108	16	.	.	PUNCT
cte-554	109	1	where	where	SCONJ
cte-554	109	2	discriminatory	discriminatory	ADJ
cte-554	109	3	patterns	pattern	NOUN
cte-554	109	4	of	of	ADP
cte-554	109	5	speech	speech	NOUN
cte-554	109	6	,	,	PUNCT
cte-554	109	7	speakers	speaker	NOUN
cte-554	109	8	and	and	CCONJ
cte-554	109	9	background	background	NOUN
cte-554	109	10	noise	noise	NOUN
cte-554	109	11	are	be	AUX
cte-554	109	12	obtained	obtain	VERB
cte-554	109	13	from	from	ADP
cte-554	109	14	the	the	DET
cte-554	109	15	training	training	NOUN
cte-554	109	16	data	datum	NOUN
cte-554	109	17	.	.	PUNCT
cte-554	110	1	this	this	DET
cte-554	110	2	article	article	NOUN
cte-554	110	3	provides	provide	VERB
cte-554	110	4	a	a	DET
cte-554	110	5	comprehensive	comprehensive	ADJ
cte-554	110	6	overview	overview	NOUN
cte-554	110	7	of	of	ADP
cte-554	110	8	research	research	NOUN
cte-554	110	9	based	base	VERB
cte-554	110	10	on	on	ADP
cte-554	110	11	deep	deep	ADJ
cte-554	110	12	learning	learning	NOUN
cte-554	110	13	in	in	ADP
cte-554	110	14	broadcast	broadcast	NOUN
cte-554	110	15	separation	separation	NOUN
cte-554	110	16	control	control	NOUN
cte-554	110	17	over	over	ADP
cte-554	110	18	the	the	DET
cte-554	110	19	past	past	ADJ
cte-554	110	20	few	few	ADJ
cte-554	110	21	years	year	NOUN
cte-554	110	22	and	and	CCONJ
cte-554	110	23	presents	present	VERB
cte-554	110	24	a	a	DET
cte-554	110	25	formulation	formulation	NOUN
cte-554	110	26	of	of	ADP
cte-554	110	27	supervised	supervised	ADJ
cte-554	110	28	separation	separation	NOUN
cte-554	110	29	and	and	CCONJ
cte-554	110	30	a	a	DET
cte-554	110	31	discussion	discussion	NOUN
cte-554	110	32	of	of	ADP
cte-554	110	33	the	the	DET
cte-554	110	34	three	three	NUM
cte-554	110	35	main	main	ADJ
cte-554	110	36	components	component	NOUN
cte-554	110	37	of	of	ADP
cte-554	110	38	supervised	supervised	ADJ
cte-554	110	39	learning	learning	NOUN
cte-554	110	40	:	:	PUNCT
cte-554	110	41	machine	machine	NOUN
cte-554	110	42	learning	learning	NOUN
cte-554	110	43	,	,	PUNCT
cte-554	110	44	learning	learn	VERB
cte-554	110	45	goals	goal	NOUN
cte-554	110	46	,	,	PUNCT
cte-554	110	47	and	and	CCONJ
cte-554	110	48	acoustic	acoustic	ADJ
cte-554	110	49	performance	performance	NOUN
cte-554	110	50	.	.	PUNCT
cte-554	111	1	thus	thus	ADV
cte-554	111	2	,	,	PUNCT
cte-554	111	3	most	most	ADJ
cte-554	111	4	researchers	researcher	NOUN
cte-554	111	5	use	use	VERB
cte-554	111	6	neural	neural	ADJ
cte-554	111	7	networks	network	NOUN
cte-554	111	8	[	[	X
cte-554	111	9	1	1	NUM
cte-554	111	10	,	,	PUNCT
cte-554	111	11	2	2	NUM
cte-554	111	12	,	,	PUNCT
cte-554	111	13	4	4	NUM
cte-554	111	14	,	,	PUNCT
cte-554	111	15	5	5	NUM
cte-554	111	16	,	,	PUNCT
cte-554	111	17	7–9	7–9	NUM
cte-554	111	18	,	,	PUNCT
cte-554	111	19	12	12	NUM
cte-554	111	20	,	,	PUNCT
cte-554	111	21	13	13	NUM
cte-554	111	22	,	,	PUNCT
cte-554	111	23	15–17	15–17	NUM
cte-554	111	24	]	]	PUNCT
cte-554	111	25	.	.	PUNCT
cte-554	112	1	however	however	ADV
cte-554	112	2	,	,	PUNCT
cte-554	112	3	most	most	ADJ
cte-554	112	4	of	of	ADP
cte-554	112	5	them	they	PRON
cte-554	112	6	are	be	AUX
cte-554	112	7	not	not	PART
cte-554	112	8	focused	focus	VERB
cte-554	112	9	on	on	ADP
cte-554	112	10	the	the	DET
cte-554	112	11	ukrainian	ukrainian	ADJ
cte-554	112	12	language	language	NOUN
cte-554	112	13	,	,	PUNCT
cte-554	112	14	so	so	ADV
cte-554	112	15	ready	ready	ADJ
cte-554	112	16	-	-	PUNCT
cte-554	112	17	made	make	VERB
cte-554	112	18	solutions	solution	NOUN
cte-554	112	19	are	be	AUX
cte-554	112	20	not	not	PART
cte-554	112	21	suitable	suitable	ADJ
cte-554	112	22	for	for	ADP
cte-554	112	23	the	the	DET
cte-554	112	24	specifics	specific	NOUN
cte-554	112	25	of	of	ADP
cte-554	112	26	the	the	DET
cte-554	112	27	ukrainian	ukrainian	ADJ
cte-554	112	28	language	language	NOUN
cte-554	112	29	and	and	CCONJ
cte-554	112	30	children	child	NOUN
cte-554	112	31	.	.	PUNCT
cte-554	113	1	it	it	PRON
cte-554	113	2	was	be	AUX
cte-554	113	3	decided	decide	VERB
cte-554	113	4	to	to	PART
cte-554	113	5	use	use	VERB
cte-554	113	6	convolutional	convolutional	ADJ
cte-554	113	7	neural	neural	ADJ
cte-554	113	8	networks	network	NOUN
cte-554	113	9	to	to	PART
cte-554	113	10	recognize	recognize	VERB
cte-554	113	11	the	the	DET
cte-554	113	12	voice	voice	NOUN
cte-554	113	13	messages	message	NOUN
cte-554	113	14	of	of	ADP
cte-554	113	15	children	child	NOUN
cte-554	113	16	when	when	SCONJ
cte-554	113	17	they	they	PRON
cte-554	113	18	were	be	AUX
cte-554	113	19	tested	test	VERB
cte-554	113	20	to	to	PART
cte-554	113	21	identify	identify	VERB
cte-554	113	22	deviations	deviation	NOUN
cte-554	113	23	in	in	ADP
cte-554	113	24	speech	speech	NOUN
cte-554	113	25	.	.	PUNCT
cte-554	114	1	which	which	PRON
cte-554	114	2	in	in	ADP
cte-554	114	3	turn	turn	NOUN
cte-554	114	4	is	be	AUX
cte-554	114	5	the	the	DET
cte-554	114	6	object	object	NOUN
cte-554	114	7	of	of	ADP
cte-554	114	8	research	research	NOUN
cte-554	114	9	when	when	SCONJ
cte-554	114	10	detecting	detect	VERB
cte-554	114	11	speech	speech	NOUN
cte-554	114	12	deviations	deviation	NOUN
cte-554	114	13	.	.	PUNCT
cte-554	115	1	156	156	NUM
cte-554	115	2	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	115	3	cte	cte	NOUN
cte-554	115	4	workshop	workshop	NOUN
cte-554	115	5	proceedings	proceeding	NOUN
cte-554	115	6	,	,	PUNCT
cte-554	115	7	2023	2023	NUM
cte-554	115	8	,	,	PUNCT
cte-554	115	9	vol	vol	NOUN
cte-554	115	10	.	.	PUNCT
cte-554	115	11	10	10	NUM
cte-554	115	12	:	:	PUNCT
cte-554	115	13	cited-2022	cited-2022	NOUN
cte-554	115	14	,	,	PUNCT
cte-554	115	15	pp	pp	PROPN
cte-554	115	16	.	.	PUNCT
cte-554	116	1	153	153	NUM
cte-554	116	2	-	-	SYM
cte-554	116	3	166	166	NUM
cte-554	116	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	116	5	3	3	NUM
cte-554	116	6	.	.	PUNCT
cte-554	116	7	mathematical	mathematical	ADJ
cte-554	116	8	model	model	NOUN
cte-554	116	9	of	of	ADP
cte-554	116	10	speech	speech	NOUN
cte-554	116	11	disorders	disorder	NOUN
cte-554	116	12	in	in	ADP
cte-554	116	13	children	child	NOUN
cte-554	116	14	the	the	DET
cte-554	116	15	construction	construction	NOUN
cte-554	116	16	of	of	ADP
cte-554	116	17	a	a	DET
cte-554	116	18	mathematical	mathematical	ADJ
cte-554	116	19	model	model	NOUN
cte-554	116	20	is	be	AUX
cte-554	116	21	carried	carry	VERB
cte-554	116	22	out	out	ADP
cte-554	116	23	in	in	ADP
cte-554	116	24	order	order	NOUN
cte-554	116	25	to	to	PART
cte-554	116	26	mathematically	mathematically	ADV
cte-554	116	27	represent	represent	VERB
cte-554	116	28	a	a	DET
cte-554	116	29	variant	variant	NOUN
cte-554	116	30	of	of	ADP
cte-554	116	31	the	the	DET
cte-554	116	32	model	model	NOUN
cte-554	116	33	as	as	ADP
cte-554	116	34	a	a	DET
cte-554	116	35	system	system	NOUN
cte-554	116	36	.	.	PUNCT
cte-554	117	1	the	the	DET
cte-554	117	2	input	input	NOUN
cte-554	117	3	data	datum	NOUN
cte-554	117	4	for	for	ADP
cte-554	117	5	the	the	DET
cte-554	117	6	model	model	NOUN
cte-554	117	7	are	be	AUX
cte-554	117	8	audio	audio	ADJ
cte-554	117	9	signals	signal	NOUN
cte-554	117	10	with	with	ADP
cte-554	117	11	labels	label	NOUN
cte-554	117	12	for	for	ADP
cte-554	117	13	the	the	DET
cte-554	117	14	type	type	NOUN
cte-554	117	15	of	of	ADP
cte-554	117	16	speech	speech	NOUN
cte-554	117	17	defect	defect	NOUN
cte-554	117	18	established	establish	VERB
cte-554	117	19	by	by	ADP
cte-554	117	20	the	the	DET
cte-554	117	21	speech	speech	NOUN
cte-554	117	22	therapist	therapist	NOUN
cte-554	117	23	.	.	PUNCT
cte-554	118	1	to	to	PART
cte-554	118	2	describe	describe	VERB
cte-554	118	3	the	the	DET
cte-554	118	4	violation	violation	NOUN
cte-554	118	5	in	in	ADP
cte-554	118	6	the	the	DET
cte-554	118	7	speech	speech	NOUN
cte-554	118	8	of	of	ADP
cte-554	118	9	children	child	NOUN
cte-554	118	10	,	,	PUNCT
cte-554	118	11	a	a	DET
cte-554	118	12	mathematical	mathematical	ADJ
cte-554	118	13	model	model	NOUN
cte-554	118	14	was	be	AUX
cte-554	118	15	developed	develop	VERB
cte-554	118	16	.	.	PUNCT
cte-554	119	1	speech	speech	NOUN
cte-554	119	2	disorders	disorder	NOUN
cte-554	119	3	are	be	AUX
cte-554	119	4	presented	present	VERB
cte-554	119	5	as	as	ADP
cte-554	119	6	a	a	DET
cte-554	119	7	tuple	tuple	NOUN
cte-554	119	8	:	:	PUNCT
cte-554	119	9	m	m	VERB
cte-554	119	10	=	=	X
cte-554	119	11	{	{	PUNCT
cte-554	119	12	a	a	DET
cte-554	119	13	,	,	PUNCT
cte-554	119	14	b	b	NOUN
cte-554	119	15	,	,	PUNCT
cte-554	119	16	c	c	NOUN
cte-554	119	17	,	,	PUNCT
cte-554	119	18	f	f	PROPN
cte-554	119	19	,	,	PUNCT
cte-554	119	20	g	g	NOUN
cte-554	119	21	}	}	PUNCT
cte-554	119	22	,	,	PUNCT
cte-554	119	23	(	(	PUNCT
cte-554	119	24	1	1	X
cte-554	119	25	)	)	PUNCT
cte-554	119	26	where	where	SCONJ
cte-554	119	27	m	m	NOUN
cte-554	119	28	is	be	AUX
cte-554	119	29	the	the	DET
cte-554	119	30	set	set	NOUN
cte-554	119	31	of	of	ADP
cte-554	119	32	violations	violation	NOUN
cte-554	119	33	of	of	ADP
cte-554	119	34	the	the	DET
cte-554	119	35	child	child	NOUN
cte-554	119	36	’s	’s	PART
cte-554	119	37	oral	oral	ADJ
cte-554	119	38	speech	speech	NOUN
cte-554	119	39	;	;	PUNCT
cte-554	119	40	a	a	DET
cte-554	119	41	–	–	PUNCT
cte-554	119	42	violation	violation	NOUN
cte-554	119	43	of	of	ADP
cte-554	119	44	the	the	DET
cte-554	119	45	physical	physical	ADJ
cte-554	119	46	condition	condition	NOUN
cte-554	119	47	;	;	PUNCT
cte-554	119	48	b	b	X
cte-554	119	49	–	–	PUNCT
cte-554	119	50	mental	mental	ADJ
cte-554	119	51	problems	problem	NOUN
cte-554	119	52	;	;	PUNCT
cte-554	119	53	c	c	X
cte-554	119	54	–	–	PUNCT
cte-554	119	55	loss	loss	NOUN
cte-554	119	56	of	of	ADP
cte-554	119	57	speech	speech	NOUN
cte-554	119	58	;	;	PUNCT
cte-554	119	59	f	f	X
cte-554	119	60	–	–	PUNCT
cte-554	119	61	difficulties	difficulty	NOUN
cte-554	119	62	in	in	ADP
cte-554	119	63	schooling	schooling	NOUN
cte-554	119	64	;	;	PUNCT
cte-554	119	65	g	g	PROPN
cte-554	119	66	–	–	PUNCT
cte-554	119	67	mental	mental	ADJ
cte-554	119	68	retardation	retardation	NOUN
cte-554	119	69	of	of	ADP
cte-554	119	70	the	the	DET
cte-554	119	71	child	child	NOUN
cte-554	119	72	.	.	PUNCT
cte-554	120	1	in	in	ADP
cte-554	120	2	turn	turn	NOUN
cte-554	120	3	,	,	PUNCT
cte-554	120	4	the	the	DET
cte-554	120	5	violation	violation	NOUN
cte-554	120	6	of	of	ADP
cte-554	120	7	the	the	DET
cte-554	120	8	physical	physical	ADJ
cte-554	120	9	state	state	NOUN
cte-554	120	10	a	a	DET
cte-554	120	11	consists	consist	NOUN
cte-554	120	12	of	of	ADP
cte-554	120	13	the	the	DET
cte-554	120	14	signs	sign	NOUN
cte-554	120	15	given	give	VERB
cte-554	120	16	in	in	ADP
cte-554	120	17	formula	formula	NOUN
cte-554	120	18	(	(	PUNCT
cte-554	120	19	2	2	NUM
cte-554	120	20	):	):	PUNCT
cte-554	120	21	a	a	DET
cte-554	120	22	=	=	X
cte-554	120	23	{	{	PUNCT
cte-554	120	24	q	q	NOUN
cte-554	120	25	,	,	PUNCT
cte-554	120	26	w	w	PROPN
cte-554	120	27	,	,	PUNCT
cte-554	120	28	e	e	NOUN
cte-554	120	29	,	,	PUNCT
cte-554	120	30	r	r	NOUN
cte-554	120	31	}	}	PUNCT
cte-554	120	32	,	,	PUNCT
cte-554	120	33	(	(	PUNCT
cte-554	120	34	2	2	X
cte-554	120	35	)	)	PUNCT
cte-554	120	36	where	where	SCONJ
cte-554	120	37	a	a	PRON
cte-554	120	38	is	be	AUX
cte-554	120	39	a	a	DET
cte-554	120	40	set	set	NOUN
cte-554	120	41	of	of	ADP
cte-554	120	42	physical	physical	ADJ
cte-554	120	43	condition	condition	NOUN
cte-554	120	44	disorders	disorder	NOUN
cte-554	120	45	;	;	PUNCT
cte-554	120	46	q	q	X
cte-554	120	47	–	–	PUNCT
cte-554	120	48	nasal	nasal	ADJ
cte-554	120	49	voice	voice	NOUN
cte-554	120	50	;	;	PUNCT
cte-554	120	51	w	w	X
cte-554	120	52	–	–	PUNCT
cte-554	120	53	speech	speech	NOUN
cte-554	120	54	retardation	retardation	NOUN
cte-554	120	55	;	;	PUNCT
cte-554	120	56	e	e	X
cte-554	120	57	–	–	PUNCT
cte-554	120	58	swallowing	swallow	VERB
cte-554	120	59	individual	individual	ADJ
cte-554	120	60	sounds	sound	NOUN
cte-554	120	61	;	;	PUNCT
cte-554	120	62	r	r	NOUN
cte-554	120	63	–	–	PUNCT
cte-554	120	64	stuttering	stuttering	NOUN
cte-554	120	65	.	.	PUNCT
cte-554	121	1	mental	mental	ADJ
cte-554	121	2	problems	problem	NOUN
cte-554	121	3	,	,	PUNCT
cte-554	121	4	that	that	ADV
cte-554	121	5	is	is	ADV
cte-554	121	6	,	,	PUNCT
cte-554	121	7	sign	sign	VERB
cte-554	121	8	b	b	PROPN
cte-554	121	9	is	be	AUX
cte-554	121	10	detailed	detail	VERB
cte-554	121	11	in	in	ADP
cte-554	121	12	formula	formula	NOUN
cte-554	121	13	(	(	PUNCT
cte-554	121	14	3	3	NUM
cte-554	121	15	):	):	PUNCT
cte-554	121	16	b	b	NOUN
cte-554	121	17	=	=	SYM
cte-554	121	18	{	{	PUNCT
cte-554	121	19	y	y	PROPN
cte-554	121	20	,	,	PUNCT
cte-554	121	21	u	u	NOUN
cte-554	121	22	}	}	PUNCT
cte-554	121	23	,	,	PUNCT
cte-554	121	24	(	(	PUNCT
cte-554	121	25	3	3	X
cte-554	121	26	)	)	PUNCT
cte-554	121	27	where	where	SCONJ
cte-554	121	28	b	b	NOUN
cte-554	121	29	is	be	AUX
cte-554	121	30	the	the	DET
cte-554	121	31	set	set	NOUN
cte-554	121	32	of	of	ADP
cte-554	121	33	violations	violation	NOUN
cte-554	121	34	of	of	ADP
cte-554	121	35	the	the	DET
cte-554	121	36	physical	physical	ADJ
cte-554	121	37	state	state	NOUN
cte-554	121	38	;	;	PUNCT
cte-554	121	39	y	y	PROPN
cte-554	121	40	–	–	PUNCT
cte-554	121	41	“	"	PUNCT
cte-554	121	42	swallowing	swallow	VERB
cte-554	121	43	”	"	PUNCT
cte-554	121	44	sounds	sound	VERB
cte-554	121	45	;	;	PUNCT
cte-554	121	46	u	u	NOUN
cte-554	121	47	–	–	PUNCT
cte-554	121	48	quiet	quiet	ADJ
cte-554	121	49	and	and	CCONJ
cte-554	121	50	slurred	slurred	ADJ
cte-554	121	51	speech	speech	NOUN
cte-554	121	52	.	.	PUNCT
cte-554	122	1	sign	sign	VERB
cte-554	122	2	c	c	NOUN
cte-554	122	3	,	,	PUNCT
cte-554	122	4	characterized	characterize	VERB
cte-554	122	5	by	by	ADP
cte-554	122	6	loss	loss	NOUN
cte-554	122	7	of	of	ADP
cte-554	122	8	speech	speech	NOUN
cte-554	122	9	,	,	PUNCT
cte-554	122	10	in	in	ADP
cte-554	122	11	turn	turn	NOUN
cte-554	122	12	consists	consist	VERB
cte-554	122	13	of	of	ADP
cte-554	122	14	the	the	DET
cte-554	122	15	signs	sign	NOUN
cte-554	122	16	given	give	VERB
cte-554	122	17	in	in	ADP
cte-554	122	18	formula	formula	NOUN
cte-554	122	19	(	(	PUNCT
cte-554	122	20	4	4	NUM
cte-554	122	21	):	):	PUNCT
cte-554	122	22	c	c	X
cte-554	122	23	=	=	SYM
cte-554	122	24	{	{	PUNCT
cte-554	122	25	i	i	PROPN
cte-554	122	26	,	,	PUNCT
cte-554	122	27	o	o	NOUN
cte-554	122	28	,	,	PUNCT
cte-554	122	29	s	s	PART
cte-554	122	30	}	}	PUNCT
cte-554	122	31	,	,	PUNCT
cte-554	122	32	(	(	PUNCT
cte-554	122	33	4	4	X
cte-554	122	34	)	)	PUNCT
cte-554	122	35	where	where	SCONJ
cte-554	122	36	c	c	NOUN
cte-554	122	37	is	be	AUX
cte-554	122	38	loss	loss	NOUN
cte-554	122	39	of	of	ADP
cte-554	122	40	speech	speech	NOUN
cte-554	122	41	;	;	PUNCT
cte-554	122	42	i	i	PRON
cte-554	122	43	–	–	PUNCT
cte-554	122	44	aphasia	aphasia	NOUN
cte-554	122	45	;	;	PUNCT
cte-554	122	46	o	o	X
cte-554	122	47	–	–	PUNCT
cte-554	122	48	alalia	alalia	ADJ
cte-554	122	49	;	;	PUNCT
cte-554	122	50	s	s	X
cte-554	122	51	–	–	PUNCT
cte-554	122	52	alogia	alogia	NOUN
cte-554	122	53	.	.	PUNCT
cte-554	123	1	alalia	alalia	PROPN
cte-554	123	2	also	also	ADV
cte-554	123	3	consists	consist	VERB
cte-554	123	4	of	of	ADP
cte-554	123	5	two	two	NUM
cte-554	123	6	features	feature	NOUN
cte-554	123	7	given	give	VERB
cte-554	123	8	in	in	ADP
cte-554	123	9	formula	formula	NOUN
cte-554	123	10	(	(	PUNCT
cte-554	123	11	5	5	NUM
cte-554	123	12	):	):	PUNCT
cte-554	123	13	o	o	NOUN
cte-554	123	14	=	=	SYM
cte-554	123	15	{	{	PUNCT
cte-554	123	16	k	k	NOUN
cte-554	123	17	,	,	PUNCT
cte-554	123	18	l	l	NOUN
cte-554	123	19	}	}	PUNCT
cte-554	123	20	,	,	PUNCT
cte-554	123	21	(	(	PUNCT
cte-554	123	22	5	5	X
cte-554	123	23	)	)	PUNCT
cte-554	123	24	where	where	SCONJ
cte-554	123	25	o	o	NOUN
cte-554	123	26	is	be	AUX
cte-554	123	27	alalia	alalia	ADJ
cte-554	123	28	;	;	PUNCT
cte-554	123	29	k	k	X
cte-554	123	30	is	be	AUX
cte-554	123	31	motor	motor	PROPN
cte-554	123	32	alalia	alalia	NOUN
cte-554	123	33	;	;	PUNCT
cte-554	123	34	l	l	X
cte-554	123	35	–	–	PUNCT
cte-554	123	36	sensory	sensory	ADJ
cte-554	123	37	alalia	alalia	NOUN
cte-554	123	38	.	.	PUNCT
cte-554	124	1	learning	learn	VERB
cte-554	124	2	problems	problem	NOUN
cte-554	124	3	consist	consist	VERB
cte-554	124	4	of	of	ADP
cte-554	124	5	the	the	DET
cte-554	124	6	features	feature	NOUN
cte-554	124	7	presented	present	VERB
cte-554	124	8	below	below	ADP
cte-554	124	9	in	in	ADP
cte-554	124	10	formula	formula	NOUN
cte-554	124	11	(	(	PUNCT
cte-554	124	12	6	6	NUM
cte-554	124	13	):	):	PUNCT
cte-554	124	14	f	f	X
cte-554	124	15	=	=	PRON
cte-554	124	16	{	{	PUNCT
cte-554	124	17	j	j	PROPN
cte-554	124	18	,	,	PUNCT
cte-554	124	19	z	z	PROPN
cte-554	124	20	}	}	PUNCT
cte-554	124	21	,	,	PUNCT
cte-554	124	22	(	(	PUNCT
cte-554	124	23	6	6	NUM
cte-554	124	24	)	)	PUNCT
cte-554	124	25	where	where	SCONJ
cte-554	124	26	f	f	X
cte-554	124	27	–	–	PUNCT
cte-554	124	28	difficulties	difficulty	NOUN
cte-554	124	29	in	in	ADP
cte-554	124	30	schooling	schooling	NOUN
cte-554	124	31	;	;	PUNCT
cte-554	124	32	j	j	PROPN
cte-554	124	33	–	–	PUNCT
cte-554	124	34	lagging	lag	VERB
cte-554	124	35	behind	behind	ADP
cte-554	124	36	the	the	DET
cte-554	124	37	training	training	NOUN
cte-554	124	38	program	program	NOUN
cte-554	124	39	;	;	PUNCT
cte-554	124	40	z	z	X
cte-554	124	41	–	–	PUNCT
cte-554	124	42	misunderstanding	misunderstand	VERB
cte-554	124	43	with	with	ADP
cte-554	124	44	peers	peer	NOUN
cte-554	124	45	and	and	CCONJ
cte-554	124	46	teachers	teacher	NOUN
cte-554	124	47	.	.	PUNCT
cte-554	125	1	the	the	DET
cte-554	125	2	mental	mental	ADJ
cte-554	125	3	retardation	retardation	NOUN
cte-554	125	4	of	of	ADP
cte-554	125	5	the	the	DET
cte-554	125	6	child	child	NOUN
cte-554	125	7	–	–	PUNCT
cte-554	125	8	sign	sign	VERB
cte-554	125	9	g	g	PROPN
cte-554	125	10	–	–	PUNCT
cte-554	125	11	appears	appear	VERB
cte-554	125	12	due	due	ADP
cte-554	125	13	to	to	ADP
cte-554	125	14	the	the	DET
cte-554	125	15	fact	fact	NOUN
cte-554	125	16	that	that	SCONJ
cte-554	125	17	oral	oral	ADJ
cte-554	125	18	speech	speech	NOUN
cte-554	125	19	is	be	AUX
cte-554	125	20	one	one	NUM
cte-554	125	21	of	of	ADP
cte-554	125	22	the	the	DET
cte-554	125	23	main	main	ADJ
cte-554	125	24	methods	method	NOUN
cte-554	125	25	of	of	ADP
cte-554	125	26	teaching	teaching	NOUN
cte-554	125	27	and	and	CCONJ
cte-554	125	28	improving	improve	VERB
cte-554	125	29	the	the	DET
cte-554	125	30	personality	personality	NOUN
cte-554	125	31	.	.	PUNCT
cte-554	126	1	the	the	DET
cte-554	126	2	speech	speech	NOUN
cte-554	126	3	activity	activity	NOUN
cte-554	126	4	of	of	ADP
cte-554	126	5	the	the	DET
cte-554	126	6	child	child	NOUN
cte-554	126	7	is	be	AUX
cte-554	126	8	associated	associate	VERB
cte-554	126	9	with	with	ADP
cte-554	126	10	different	different	ADJ
cte-554	126	11	areas	area	NOUN
cte-554	126	12	of	of	ADP
cte-554	126	13	development	development	NOUN
cte-554	126	14	that	that	PRON
cte-554	126	15	are	be	AUX
cte-554	126	16	responsible	responsible	ADJ
cte-554	126	17	for	for	ADP
cte-554	126	18	the	the	DET
cte-554	126	19	mental	mental	ADJ
cte-554	126	20	abilities	ability	NOUN
cte-554	126	21	of	of	ADP
cte-554	126	22	the	the	DET
cte-554	126	23	child	child	NOUN
cte-554	126	24	.	.	PUNCT
cte-554	127	1	sign	sign	NOUN
cte-554	127	2	g	g	PROPN
cte-554	127	3	includes	include	VERB
cte-554	127	4	the	the	DET
cte-554	127	5	following	follow	VERB
cte-554	127	6	signs	sign	NOUN
cte-554	127	7	,	,	PUNCT
cte-554	127	8	which	which	PRON
cte-554	127	9	are	be	AUX
cte-554	127	10	contained	contain	VERB
cte-554	127	11	in	in	ADP
cte-554	127	12	formula	formula	NOUN
cte-554	127	13	(	(	PUNCT
cte-554	127	14	7	7	NUM
cte-554	127	15	):	):	PUNCT
cte-554	127	16	g	g	NOUN
cte-554	127	17	=	=	SYM
cte-554	127	18	{	{	PUNCT
cte-554	127	19	d	d	PROPN
cte-554	127	20	,	,	PUNCT
cte-554	127	21	x	x	NOUN
cte-554	127	22	,	,	PUNCT
cte-554	127	23	v	v	NOUN
cte-554	127	24	}	}	PUNCT
cte-554	127	25	,	,	PUNCT
cte-554	127	26	(	(	PUNCT
cte-554	127	27	7	7	X
cte-554	127	28	)	)	PUNCT
cte-554	127	29	157	157	NUM
cte-554	127	30	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	127	31	cte	cte	NOUN
cte-554	127	32	workshop	workshop	NOUN
cte-554	127	33	proceedings	proceeding	NOUN
cte-554	127	34	,	,	PUNCT
cte-554	127	35	2023	2023	NUM
cte-554	127	36	,	,	PUNCT
cte-554	127	37	vol	vol	NOUN
cte-554	127	38	.	.	PUNCT
cte-554	128	1	10	10	NUM
cte-554	128	2	:	:	PUNCT
cte-554	128	3	cited-2022	cited-2022	NOUN
cte-554	128	4	,	,	PUNCT
cte-554	128	5	pp	pp	PROPN
cte-554	128	6	.	.	PUNCT
cte-554	129	1	153	153	NUM
cte-554	129	2	-	-	SYM
cte-554	129	3	166	166	NUM
cte-554	129	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	129	5	where	where	SCONJ
cte-554	129	6	g	g	PROPN
cte-554	129	7	is	be	AUX
cte-554	129	8	the	the	DET
cte-554	129	9	mental	mental	ADJ
cte-554	129	10	retardation	retardation	NOUN
cte-554	129	11	of	of	ADP
cte-554	129	12	the	the	DET
cte-554	129	13	child	child	NOUN
cte-554	129	14	;	;	PUNCT
cte-554	129	15	d	d	X
cte-554	129	16	–	–	PUNCT
cte-554	129	17	autism	autism	NOUN
cte-554	129	18	;	;	PUNCT
cte-554	129	19	x	x	X
cte-554	129	20	–	–	PUNCT
cte-554	129	21	mutism	mutism	NOUN
cte-554	129	22	;	;	PUNCT
cte-554	129	23	v	v	X
cte-554	129	24	–	–	PUNCT
cte-554	129	25	general	general	ADJ
cte-554	129	26	underdevelopment	underdevelopment	NOUN
cte-554	129	27	of	of	ADP
cte-554	129	28	speech	speech	NOUN
cte-554	129	29	.	.	PUNCT
cte-554	130	1	to	to	PART
cte-554	130	2	determine	determine	VERB
cte-554	130	3	which	which	PRON
cte-554	130	4	defect	defect	VERB
cte-554	130	5	the	the	DET
cte-554	130	6	current	current	ADJ
cte-554	130	7	state	state	NOUN
cte-554	130	8	of	of	ADP
cte-554	130	9	the	the	DET
cte-554	130	10	child	child	NOUN
cte-554	130	11	refers	refer	VERB
cte-554	130	12	to	to	ADP
cte-554	130	13	,	,	PUNCT
cte-554	130	14	it	it	PRON
cte-554	130	15	was	be	AUX
cte-554	130	16	decided	decide	VERB
cte-554	130	17	to	to	PART
cte-554	130	18	use	use	VERB
cte-554	130	19	the	the	DET
cte-554	130	20	probability	probability	NOUN
cte-554	130	21	of	of	ADP
cte-554	130	22	determining	determine	VERB
cte-554	130	23	the	the	DET
cte-554	130	24	disease	disease	NOUN
cte-554	130	25	.	.	PUNCT
cte-554	131	1	thus	thus	ADV
cte-554	131	2	,	,	PUNCT
cte-554	131	3	this	this	PRON
cte-554	131	4	will	will	AUX
cte-554	131	5	allow	allow	VERB
cte-554	131	6	not	not	PART
cte-554	131	7	only	only	ADV
cte-554	131	8	to	to	PART
cte-554	131	9	indicate	indicate	VERB
cte-554	131	10	the	the	DET
cte-554	131	11	disease	disease	NOUN
cte-554	131	12	,	,	PUNCT
cte-554	131	13	but	but	CCONJ
cte-554	131	14	also	also	ADV
cte-554	131	15	to	to	PART
cte-554	131	16	understand	understand	VERB
cte-554	131	17	how	how	SCONJ
cte-554	131	18	accurately	accurately	ADV
cte-554	131	19	the	the	DET
cte-554	131	20	deviation	deviation	NOUN
cte-554	131	21	was	be	AUX
cte-554	131	22	detected	detect	VERB
cte-554	131	23	.	.	PUNCT
cte-554	132	1	this	this	PRON
cte-554	132	2	is	be	AUX
cte-554	132	3	due	due	ADJ
cte-554	132	4	to	to	ADP
cte-554	132	5	the	the	DET
cte-554	132	6	fact	fact	NOUN
cte-554	132	7	that	that	SCONJ
cte-554	132	8	there	there	PRON
cte-554	132	9	are	be	VERB
cte-554	132	10	situations	situation	NOUN
cte-554	132	11	when	when	SCONJ
cte-554	132	12	a	a	DET
cte-554	132	13	child	child	NOUN
cte-554	132	14	has	have	VERB
cte-554	132	15	several	several	ADJ
cte-554	132	16	defects	defect	NOUN
cte-554	132	17	,	,	PUNCT
cte-554	132	18	and	and	CCONJ
cte-554	132	19	then	then	ADV
cte-554	132	20	,	,	PUNCT
cte-554	132	21	in	in	ADP
cte-554	132	22	addition	addition	NOUN
cte-554	132	23	to	to	ADP
cte-554	132	24	testing	test	VERB
cte-554	132	25	with	with	ADP
cte-554	132	26	the	the	DET
cte-554	132	27	help	help	NOUN
cte-554	132	28	of	of	ADP
cte-554	132	29	the	the	DET
cte-554	132	30	system	system	NOUN
cte-554	132	31	,	,	PUNCT
cte-554	132	32	one	one	PRON
cte-554	132	33	should	should	AUX
cte-554	132	34	additionally	additionally	ADV
cte-554	132	35	contact	contact	VERB
cte-554	132	36	a	a	DET
cte-554	132	37	speech	speech	NOUN
cte-554	132	38	therapist	therapist	NOUN
cte-554	132	39	or	or	CCONJ
cte-554	132	40	defectologist	defectologist	NOUN
cte-554	132	41	.	.	PUNCT
cte-554	133	1	4	4	X
cte-554	133	2	.	.	X
cte-554	133	3	modeling	model	VERB
cte-554	133	4	a	a	DET
cte-554	133	5	convolutional	convolutional	ADJ
cte-554	133	6	neural	neural	ADJ
cte-554	133	7	network	network	NOUN
cte-554	133	8	for	for	ADP
cte-554	133	9	speech	speech	NOUN
cte-554	133	10	defects	defect	NOUN
cte-554	133	11	recognition	recognition	NOUN
cte-554	133	12	based	base	VERB
cte-554	133	13	on	on	ADP
cte-554	133	14	the	the	DET
cte-554	133	15	features	feature	NOUN
cte-554	133	16	of	of	ADP
cte-554	133	17	the	the	DET
cte-554	133	18	task	task	NOUN
cte-554	133	19	and	and	CCONJ
cte-554	133	20	analysis	analysis	NOUN
cte-554	133	21	of	of	ADP
cte-554	133	22	the	the	DET
cte-554	133	23	literature	literature	NOUN
cte-554	133	24	,	,	PUNCT
cte-554	133	25	a	a	DET
cte-554	133	26	convolutional	convolutional	ADJ
cte-554	133	27	neural	neural	ADJ
cte-554	133	28	network	network	NOUN
cte-554	133	29	was	be	AUX
cte-554	133	30	chosen	choose	VERB
cte-554	133	31	as	as	ADP
cte-554	133	32	a	a	DET
cte-554	133	33	neural	neural	ADJ
cte-554	133	34	network	network	NOUN
cte-554	133	35	.	.	PUNCT
cte-554	134	1	since	since	SCONJ
cte-554	134	2	it	it	PRON
cte-554	134	3	has	have	VERB
cte-554	134	4	a	a	DET
cte-554	134	5	number	number	NOUN
cte-554	134	6	of	of	ADP
cte-554	134	7	advantages	advantage	NOUN
cte-554	134	8	for	for	ADP
cte-554	134	9	solving	solve	VERB
cte-554	134	10	the	the	DET
cte-554	134	11	problem	problem	NOUN
cte-554	134	12	of	of	ADP
cte-554	134	13	speech	speech	NOUN
cte-554	134	14	recognition	recognition	NOUN
cte-554	134	15	.	.	PUNCT
cte-554	135	1	when	when	SCONJ
cte-554	135	2	using	use	VERB
cte-554	135	3	a	a	DET
cte-554	135	4	convolutional	convolutional	ADJ
cte-554	135	5	neural	neural	ADJ
cte-554	135	6	network	network	NOUN
cte-554	135	7	,	,	PUNCT
cte-554	135	8	you	you	PRON
cte-554	135	9	can	can	AUX
cte-554	135	10	significantly	significantly	ADV
cte-554	135	11	reduce	reduce	VERB
cte-554	135	12	the	the	DET
cte-554	135	13	number	number	NOUN
cte-554	135	14	of	of	ADP
cte-554	135	15	training	training	NOUN
cte-554	135	16	parameters	parameter	NOUN
cte-554	135	17	and	and	CCONJ
cte-554	135	18	get	get	VERB
cte-554	135	19	a	a	DET
cte-554	135	20	high	high	ADJ
cte-554	135	21	quality	quality	NOUN
cte-554	135	22	classification	classification	NOUN
cte-554	135	23	.	.	PUNCT
cte-554	136	1	another	another	DET
cte-554	136	2	reason	reason	NOUN
cte-554	136	3	why	why	SCONJ
cte-554	136	4	a	a	DET
cte-554	136	5	convolutional	convolutional	ADJ
cte-554	136	6	neural	neural	ADJ
cte-554	136	7	network	network	NOUN
cte-554	136	8	was	be	AUX
cte-554	136	9	chosen	choose	VERB
cte-554	136	10	is	be	AUX
cte-554	136	11	that	that	SCONJ
cte-554	136	12	it	it	PRON
cte-554	136	13	provides	provide	VERB
cte-554	136	14	partial	partial	ADJ
cte-554	136	15	resistance	resistance	NOUN
cte-554	136	16	to	to	AUX
cte-554	136	17	scale	scale	VERB
cte-554	136	18	changes	change	NOUN
cte-554	136	19	,	,	PUNCT
cte-554	136	20	displacements	displacement	NOUN
cte-554	136	21	,	,	PUNCT
cte-554	136	22	rotations	rotation	NOUN
cte-554	136	23	,	,	PUNCT
cte-554	136	24	angle	angle	NOUN
cte-554	136	25	changes	change	NOUN
cte-554	136	26	,	,	PUNCT
cte-554	136	27	and	and	CCONJ
cte-554	136	28	other	other	ADJ
cte-554	136	29	distortions	distortion	NOUN
cte-554	136	30	.	.	PUNCT
cte-554	137	1	based	base	VERB
cte-554	137	2	on	on	ADP
cte-554	137	3	the	the	DET
cte-554	137	4	advantages	advantage	NOUN
cte-554	137	5	,	,	PUNCT
cte-554	137	6	the	the	DET
cte-554	137	7	structure	structure	NOUN
cte-554	137	8	of	of	ADP
cte-554	137	9	a	a	DET
cte-554	137	10	convolutional	convolutional	ADJ
cte-554	137	11	neural	neural	ADJ
cte-554	137	12	network	network	NOUN
cte-554	137	13	was	be	AUX
cte-554	137	14	developed	develop	VERB
cte-554	137	15	,	,	PUNCT
cte-554	137	16	which	which	PRON
cte-554	137	17	is	be	AUX
cte-554	137	18	used	use	VERB
cte-554	137	19	to	to	PART
cte-554	137	20	train	train	VERB
cte-554	137	21	the	the	DET
cte-554	137	22	model	model	NOUN
cte-554	137	23	to	to	PART
cte-554	137	24	solve	solve	VERB
cte-554	137	25	the	the	DET
cte-554	137	26	problem	problem	NOUN
cte-554	137	27	of	of	ADP
cte-554	137	28	determining	determine	VERB
cte-554	137	29	the	the	DET
cte-554	137	30	type	type	NOUN
cte-554	137	31	of	of	ADP
cte-554	137	32	speech	speech	NOUN
cte-554	137	33	impairment	impairment	NOUN
cte-554	137	34	.	.	PUNCT
cte-554	138	1	its	its	PRON
cte-554	138	2	graphical	graphical	ADJ
cte-554	138	3	representation	representation	NOUN
cte-554	138	4	is	be	AUX
cte-554	138	5	shown	show	VERB
cte-554	138	6	in	in	ADP
cte-554	138	7	figure	figure	NOUN
cte-554	138	8	1	1	NUM
cte-554	138	9	.	.	PUNCT
cte-554	139	1	the	the	DET
cte-554	139	2	zero	zero	NUM
cte-554	139	3	layer	layer	NOUN
cte-554	139	4	of	of	ADP
cte-554	139	5	a	a	DET
cte-554	139	6	convolutional	convolutional	ADJ
cte-554	139	7	neural	neural	ADJ
cte-554	139	8	network	network	NOUN
cte-554	139	9	is	be	AUX
cte-554	139	10	the	the	DET
cte-554	139	11	layer	layer	NOUN
cte-554	139	12	with	with	ADP
cte-554	139	13	the	the	DET
cte-554	139	14	input	input	NOUN
cte-554	139	15	data	datum	NOUN
cte-554	139	16	.	.	PUNCT
cte-554	140	1	the	the	DET
cte-554	140	2	first	first	ADJ
cte-554	140	3	layer	layer	NOUN
cte-554	140	4	of	of	ADP
cte-554	140	5	a	a	DET
cte-554	140	6	convolutional	convolutional	ADJ
cte-554	140	7	neural	neural	ADJ
cte-554	140	8	network	network	NOUN
cte-554	140	9	is	be	AUX
cte-554	140	10	the	the	DET
cte-554	140	11	convolution	convolution	NOUN
cte-554	140	12	(	(	PUNCT
cte-554	140	13	conv2d	conv2d	ADJ
cte-554	140	14	)	)	PUNCT
cte-554	140	15	layer	layer	NOUN
cte-554	140	16	.	.	PUNCT
cte-554	141	1	it	it	PRON
cte-554	141	2	performs	perform	VERB
cte-554	141	3	the	the	DET
cte-554	141	4	convolution	convolution	NOUN
cte-554	141	5	process	process	NOUN
cte-554	141	6	.	.	PUNCT
cte-554	142	1	its	its	PRON
cte-554	142	2	main	main	ADJ
cte-554	142	3	input	input	NOUN
cte-554	142	4	parameters	parameter	NOUN
cte-554	142	5	are	be	AUX
cte-554	142	6	the	the	DET
cte-554	142	7	number	number	NOUN
cte-554	142	8	of	of	ADP
cte-554	142	9	filters	filter	NOUN
cte-554	142	10	,	,	PUNCT
cte-554	142	11	the	the	DET
cte-554	142	12	size	size	NOUN
cte-554	142	13	of	of	ADP
cte-554	142	14	the	the	DET
cte-554	142	15	convolution	convolution	NOUN
cte-554	142	16	window	window	NOUN
cte-554	142	17	,	,	PUNCT
cte-554	142	18	and	and	CCONJ
cte-554	142	19	an	an	DET
cte-554	142	20	array	array	NOUN
cte-554	142	21	with	with	ADP
cte-554	142	22	the	the	DET
cte-554	142	23	value	value	NOUN
cte-554	142	24	of	of	ADP
cte-554	142	25	the	the	DET
cte-554	142	26	size	size	NOUN
cte-554	142	27	of	of	ADP
cte-554	142	28	the	the	DET
cte-554	142	29	input	input	NOUN
cte-554	142	30	data	datum	NOUN
cte-554	142	31	.	.	PUNCT
cte-554	143	1	the	the	DET
cte-554	143	2	value	value	NOUN
cte-554	143	3	for	for	ADP
cte-554	143	4	the	the	DET
cte-554	143	5	number	number	NOUN
cte-554	143	6	of	of	ADP
cte-554	143	7	filters	filter	NOUN
cte-554	143	8	was	be	AUX
cte-554	143	9	set	set	VERB
cte-554	143	10	to	to	ADP
cte-554	143	11	32	32	NUM
cte-554	143	12	,	,	PUNCT
cte-554	143	13	the	the	DET
cte-554	143	14	size	size	NOUN
cte-554	143	15	of	of	ADP
cte-554	143	16	the	the	DET
cte-554	143	17	convolution	convolution	NOUN
cte-554	143	18	window	window	NOUN
cte-554	143	19	was	be	AUX
cte-554	143	20	set	set	VERB
cte-554	143	21	to	to	ADP
cte-554	143	22	3	3	NUM
cte-554	143	23	by	by	ADP
cte-554	143	24	3	3	NUM
cte-554	143	25	.	.	PUNCT
cte-554	144	1	the	the	DET
cte-554	144	2	value	value	NOUN
cte-554	144	3	for	for	ADP
cte-554	144	4	the	the	DET
cte-554	144	5	size	size	NOUN
cte-554	144	6	of	of	ADP
cte-554	144	7	the	the	DET
cte-554	144	8	input	input	NOUN
cte-554	144	9	was	be	AUX
cte-554	144	10	set	set	VERB
cte-554	144	11	to	to	ADP
cte-554	144	12	64	64	NUM
cte-554	144	13	by	by	ADP
cte-554	144	14	64	64	NUM
cte-554	144	15	.	.	PUNCT
cte-554	145	1	the	the	DET
cte-554	145	2	second	second	ADJ
cte-554	145	3	layer	layer	NOUN
cte-554	145	4	is	be	AUX
cte-554	145	5	to	to	PART
cte-554	145	6	reduce	reduce	VERB
cte-554	145	7	the	the	DET
cte-554	145	8	data	datum	NOUN
cte-554	145	9	dimension	dimension	NOUN
cte-554	145	10	and	and	CCONJ
cte-554	145	11	get	get	VERB
cte-554	145	12	important	important	ADJ
cte-554	145	13	information	information	NOUN
cte-554	145	14	using	use	VERB
cte-554	145	15	the	the	DET
cte-554	145	16	averagepooling2d	averagepooling2d	NOUN
cte-554	145	17	(	(	PUNCT
cte-554	145	18	)	)	PUNCT
cte-554	145	19	function	function	NOUN
cte-554	145	20	.	.	PUNCT
cte-554	146	1	averagepooling2d	averagepooling2d	PROPN
cte-554	146	2	(	(	PUNCT
cte-554	146	3	)	)	PUNCT
cte-554	146	4	in	in	ADP
cte-554	146	5	turn	turn	NOUN
cte-554	146	6	acquires	acquire	VERB
cte-554	146	7	the	the	DET
cte-554	146	8	size	size	NOUN
cte-554	146	9	of	of	ADP
cte-554	146	10	the	the	DET
cte-554	146	11	pooling	pooling	NOUN
cte-554	146	12	window	window	NOUN
cte-554	146	13	,	,	PUNCT
cte-554	146	14	the	the	DET
cte-554	146	15	value	value	NOUN
cte-554	146	16	for	for	ADP
cte-554	146	17	it	it	PRON
cte-554	146	18	was	be	AUX
cte-554	146	19	set	set	VERB
cte-554	146	20	to	to	ADP
cte-554	146	21	2	2	NUM
cte-554	146	22	by	by	ADP
cte-554	146	23	2	2	NUM
cte-554	146	24	.	.	PUNCT
cte-554	147	1	the	the	DET
cte-554	147	2	third	third	ADJ
cte-554	147	3	layer	layer	NOUN
cte-554	147	4	is	be	AUX
cte-554	147	5	the	the	DET
cte-554	147	6	activated	activate	VERB
cte-554	147	7	layer	layer	NOUN
cte-554	147	8	.	.	PUNCT
cte-554	148	1	the	the	DET
cte-554	148	2	relu	relu	NOUN
cte-554	148	3	activation	activation	NOUN
cte-554	148	4	function	function	NOUN
cte-554	148	5	was	be	AUX
cte-554	148	6	chosen	choose	VERB
cte-554	148	7	as	as	ADP
cte-554	148	8	the	the	DET
cte-554	148	9	main	main	ADJ
cte-554	148	10	activation	activation	NOUN
cte-554	148	11	function	function	NOUN
cte-554	148	12	.	.	PUNCT
cte-554	149	1	its	its	PRON
cte-554	149	2	main	main	ADJ
cte-554	149	3	advantage	advantage	NOUN
cte-554	149	4	is	be	AUX
cte-554	149	5	that	that	SCONJ
cte-554	149	6	it	it	PRON
cte-554	149	7	avoids	avoid	VERB
cte-554	149	8	and	and	CCONJ
cte-554	149	9	fixes	fix	VERB
cte-554	149	10	the	the	DET
cte-554	149	11	disappearing	disappear	VERB
cte-554	149	12	gradient	gradient	NOUN
cte-554	149	13	problem	problem	NOUN
cte-554	149	14	and	and	CCONJ
cte-554	149	15	is	be	AUX
cte-554	149	16	less	less	ADV
cte-554	149	17	computationally	computationally	ADV
cte-554	149	18	intensive	intensive	ADJ
cte-554	149	19	.	.	PUNCT
cte-554	150	1	the	the	DET
cte-554	150	2	fourth	fourth	ADJ
cte-554	150	3	layer	layer	NOUN
cte-554	150	4	is	be	AUX
cte-554	150	5	the	the	DET
cte-554	150	6	conv2d	conv2d	ADJ
cte-554	150	7	convolution	convolution	NOUN
cte-554	150	8	layer	layer	NOUN
cte-554	150	9	.	.	PUNCT
cte-554	151	1	it	it	PRON
cte-554	151	2	had	have	VERB
cte-554	151	3	the	the	DET
cte-554	151	4	following	follow	VERB
cte-554	151	5	values	value	NOUN
cte-554	151	6	:	:	PUNCT
cte-554	151	7	64	64	NUM
cte-554	151	8	for	for	ADP
cte-554	151	9	filters	filter	NOUN
cte-554	151	10	,	,	PUNCT
cte-554	151	11	3	3	NUM
cte-554	151	12	by	by	ADP
cte-554	151	13	3	3	NUM
cte-554	151	14	convolution	convolution	NOUN
cte-554	151	15	window	window	NOUN
cte-554	151	16	size	size	NOUN
cte-554	151	17	and	and	CCONJ
cte-554	151	18	offset	offset	NOUN
cte-554	151	19	type	type	NOUN
cte-554	151	20	–	–	PUNCT
cte-554	151	21	same	same	ADJ
cte-554	151	22	.	.	PUNCT
cte-554	152	1	if	if	SCONJ
cte-554	152	2	you	you	PRON
cte-554	152	3	select	select	VERB
cte-554	152	4	the	the	DET
cte-554	152	5	“	"	PUNCT
cte-554	152	6	same	same	ADJ
cte-554	152	7	”	"	PUNCT
cte-554	152	8	offset	offset	NOUN
cte-554	152	9	,	,	PUNCT
cte-554	152	10	the	the	DET
cte-554	152	11	image	image	NOUN
cte-554	152	12	size	size	NOUN
cte-554	152	13	remains	remain	VERB
cte-554	152	14	the	the	DET
cte-554	152	15	same	same	ADJ
cte-554	152	16	.	.	PUNCT
cte-554	153	1	the	the	DET
cte-554	153	2	fifth	fifth	ADJ
cte-554	153	3	layer	layer	NOUN
cte-554	153	4	consists	consist	VERB
cte-554	153	5	of	of	ADP
cte-554	153	6	the	the	DET
cte-554	153	7	averagepooling2d	averagepooling2d	NOUN
cte-554	153	8	(	(	PUNCT
cte-554	153	9	)	)	PUNCT
cte-554	153	10	function	function	NOUN
cte-554	153	11	,	,	PUNCT
cte-554	153	12	which	which	PRON
cte-554	153	13	reduces	reduce	VERB
cte-554	153	14	the	the	DET
cte-554	153	15	data	datum	NOUN
cte-554	153	16	.	.	PUNCT
cte-554	154	1	the	the	DET
cte-554	154	2	pool	pool	NOUN
cte-554	154	3	window	window	NOUN
cte-554	154	4	size	size	NOUN
cte-554	154	5	is	be	AUX
cte-554	154	6	two	two	NUM
cte-554	154	7	.	.	PUNCT
cte-554	155	1	the	the	DET
cte-554	155	2	sixth	sixth	ADJ
cte-554	155	3	layer	layer	NOUN
cte-554	155	4	is	be	AUX
cte-554	155	5	the	the	DET
cte-554	155	6	activated	activate	VERB
cte-554	155	7	layer	layer	NOUN
cte-554	155	8	.	.	PUNCT
cte-554	156	1	the	the	DET
cte-554	156	2	relu	relu	NOUN
cte-554	156	3	activation	activation	NOUN
cte-554	156	4	function	function	NOUN
cte-554	156	5	is	be	AUX
cte-554	156	6	chosen	choose	VERB
cte-554	156	7	for	for	ADP
cte-554	156	8	this	this	DET
cte-554	156	9	activation	activation	NOUN
cte-554	156	10	layer	layer	NOUN
cte-554	156	11	.	.	PUNCT
cte-554	157	1	this	this	DET
cte-554	157	2	function	function	NOUN
cte-554	157	3	returns	return	VERB
cte-554	157	4	0	0	PUNCT
cte-554	158	1	if	if	SCONJ
cte-554	158	2	it	it	PRON
cte-554	158	3	accepts	accept	VERB
cte-554	158	4	a	a	DET
cte-554	158	5	negative	negative	ADJ
cte-554	158	6	argument	argument	NOUN
cte-554	158	7	,	,	PUNCT
cte-554	158	8	if	if	SCONJ
cte-554	158	9	it	it	PRON
cte-554	158	10	accepts	accept	VERB
cte-554	158	11	a	a	DET
cte-554	158	12	positive	positive	ADJ
cte-554	158	13	argument	argument	NOUN
cte-554	158	14	,	,	PUNCT
cte-554	158	15	it	it	PRON
cte-554	158	16	returns	return	VERB
cte-554	158	17	it	it	PRON
cte-554	158	18	.	.	PUNCT
cte-554	159	1	the	the	DET
cte-554	159	2	seventh	seventh	ADJ
cte-554	159	3	layer	layer	NOUN
cte-554	159	4	is	be	AUX
cte-554	159	5	convolutional	convolutional	ADJ
cte-554	159	6	.	.	PUNCT
cte-554	160	1	it	it	PRON
cte-554	160	2	has	have	VERB
cte-554	160	3	the	the	DET
cte-554	160	4	same	same	ADJ
cte-554	160	5	input	input	NOUN
cte-554	160	6	values	value	NOUN
cte-554	160	7	and	and	CCONJ
cte-554	160	8	parameters	parameter	NOUN
cte-554	160	9	as	as	ADP
cte-554	160	10	the	the	DET
cte-554	160	11	fourth	fourth	ADJ
cte-554	160	12	layer	layer	NOUN
cte-554	160	13	.	.	PUNCT
cte-554	161	1	158	158	NUM
cte-554	161	2	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	161	3	cte	cte	NOUN
cte-554	161	4	workshop	workshop	NOUN
cte-554	161	5	proceedings	proceeding	NOUN
cte-554	161	6	,	,	PUNCT
cte-554	161	7	2023	2023	NUM
cte-554	161	8	,	,	PUNCT
cte-554	161	9	vol	vol	NOUN
cte-554	161	10	.	.	PUNCT
cte-554	162	1	10	10	NUM
cte-554	162	2	:	:	PUNCT
cte-554	162	3	cited-2022	cited-2022	NOUN
cte-554	162	4	,	,	PUNCT
cte-554	162	5	pp	pp	PROPN
cte-554	162	6	.	.	PUNCT
cte-554	163	1	153	153	NUM
cte-554	163	2	-	-	SYM
cte-554	163	3	166	166	NUM
cte-554	163	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	163	5	figure	figure	NOUN
cte-554	163	6	1	1	NUM
cte-554	163	7	:	:	PUNCT
cte-554	163	8	model	model	NOUN
cte-554	163	9	of	of	ADP
cte-554	163	10	a	a	DET
cte-554	163	11	convolutional	convolutional	ADJ
cte-554	163	12	neural	neural	ADJ
cte-554	163	13	network	network	NOUN
cte-554	163	14	.	.	PUNCT
cte-554	164	1	159	159	NUM
cte-554	164	2	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	164	3	cte	cte	NOUN
cte-554	164	4	workshop	workshop	NOUN
cte-554	164	5	proceedings	proceeding	NOUN
cte-554	164	6	,	,	PUNCT
cte-554	164	7	2023	2023	NUM
cte-554	164	8	,	,	PUNCT
cte-554	164	9	vol	vol	NOUN
cte-554	164	10	.	.	PUNCT
cte-554	164	11	10	10	NUM
cte-554	164	12	:	:	PUNCT
cte-554	164	13	cited-2022	cited-2022	NOUN
cte-554	164	14	,	,	PUNCT
cte-554	164	15	pp	pp	PROPN
cte-554	164	16	.	.	PUNCT
cte-554	165	1	153	153	NUM
cte-554	165	2	-	-	SYM
cte-554	165	3	166	166	NUM
cte-554	165	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	165	5	the	the	DET
cte-554	165	6	eighth	eighth	ADJ
cte-554	165	7	layer	layer	NOUN
cte-554	165	8	serves	serve	VERB
cte-554	165	9	to	to	PART
cte-554	165	10	reduce	reduce	VERB
cte-554	165	11	the	the	DET
cte-554	165	12	dimension	dimension	NOUN
cte-554	165	13	of	of	ADP
cte-554	165	14	the	the	DET
cte-554	165	15	data	datum	NOUN
cte-554	165	16	.	.	PUNCT
cte-554	166	1	it	it	PRON
cte-554	166	2	consists	consist	VERB
cte-554	166	3	of	of	ADP
cte-554	166	4	the	the	DET
cte-554	166	5	function	function	NOUN
cte-554	166	6	averagepooling2d	averagepooling2d	NOUN
cte-554	166	7	and	and	CCONJ
cte-554	166	8	takes	take	VERB
cte-554	166	9	values	value	NOUN
cte-554	166	10	such	such	ADJ
cte-554	166	11	as	as	ADP
cte-554	166	12	the	the	DET
cte-554	166	13	size	size	NOUN
cte-554	166	14	of	of	ADP
cte-554	166	15	the	the	DET
cte-554	166	16	decrease	decrease	NOUN
cte-554	166	17	window	window	NOUN
cte-554	166	18	,	,	PUNCT
cte-554	166	19	which	which	PRON
cte-554	166	20	has	have	AUX
cte-554	166	21	been	be	AUX
cte-554	166	22	set	set	VERB
cte-554	166	23	to	to	ADP
cte-554	166	24	2	2	NUM
cte-554	166	25	by	by	ADP
cte-554	166	26	2	2	NUM
cte-554	166	27	.	.	PUNCT
cte-554	167	1	the	the	DET
cte-554	167	2	ninth	ninth	ADJ
cte-554	167	3	layer	layer	NOUN
cte-554	167	4	is	be	AUX
cte-554	167	5	the	the	DET
cte-554	167	6	activation	activation	NOUN
cte-554	167	7	layer	layer	NOUN
cte-554	167	8	,	,	PUNCT
cte-554	167	9	like	like	ADP
cte-554	167	10	the	the	DET
cte-554	167	11	sixth	sixth	ADJ
cte-554	167	12	layer	layer	NOUN
cte-554	167	13	,	,	PUNCT
cte-554	167	14	the	the	DET
cte-554	167	15	main	main	ADJ
cte-554	167	16	activation	activation	NOUN
cte-554	167	17	function	function	NOUN
cte-554	167	18	is	be	AUX
cte-554	167	19	relu	relu	NOUN
cte-554	167	20	.	.	PUNCT
cte-554	168	1	the	the	DET
cte-554	168	2	tenth	tenth	ADJ
cte-554	168	3	layer	layer	NOUN
cte-554	168	4	is	be	AUX
cte-554	168	5	the	the	DET
cte-554	168	6	pull	pull	VERB
cte-554	168	7	-	-	PUNCT
cte-554	168	8	out	out	ADP
cte-554	168	9	layer	layer	NOUN
cte-554	168	10	.	.	PUNCT
cte-554	169	1	the	the	DET
cte-554	169	2	flatten	flatten	ADJ
cte-554	169	3	function	function	NOUN
cte-554	169	4	performs	perform	VERB
cte-554	169	5	a	a	DET
cte-554	169	6	tensor	tensor	NOUN
cte-554	169	7	flattening	flattening	NOUN
cte-554	169	8	operation	operation	NOUN
cte-554	169	9	,	,	PUNCT
cte-554	169	10	changing	change	VERB
cte-554	169	11	the	the	DET
cte-554	169	12	shape	shape	NOUN
cte-554	169	13	of	of	ADP
cte-554	169	14	the	the	DET
cte-554	169	15	tensor	tensor	NOUN
cte-554	169	16	so	so	SCONJ
cte-554	169	17	that	that	SCONJ
cte-554	169	18	it	it	PRON
cte-554	169	19	has	have	VERB
cte-554	169	20	a	a	DET
cte-554	169	21	shape	shape	NOUN
cte-554	169	22	equal	equal	ADJ
cte-554	169	23	to	to	ADP
cte-554	169	24	the	the	DET
cte-554	169	25	number	number	NOUN
cte-554	169	26	of	of	ADP
cte-554	169	27	elements	element	NOUN
cte-554	169	28	contained	contain	VERB
cte-554	169	29	in	in	ADP
cte-554	169	30	the	the	DET
cte-554	169	31	tensor	tensor	NOUN
cte-554	169	32	,	,	PUNCT
cte-554	169	33	regardless	regardless	ADV
cte-554	169	34	of	of	ADP
cte-554	169	35	the	the	DET
cte-554	169	36	batch	batch	NOUN
cte-554	169	37	size	size	NOUN
cte-554	169	38	.	.	PUNCT
cte-554	170	1	the	the	DET
cte-554	170	2	value	value	NOUN
cte-554	170	3	was	be	AUX
cte-554	170	4	left	leave	VERB
cte-554	170	5	at	at	ADP
cte-554	170	6	the	the	DET
cte-554	170	7	default	default	NOUN
cte-554	170	8	.	.	PUNCT
cte-554	171	1	the	the	DET
cte-554	171	2	eleventh	eleventh	ADJ
cte-554	171	3	layer	layer	NOUN
cte-554	171	4	is	be	AUX
cte-554	171	5	the	the	DET
cte-554	171	6	model	model	NOUN
cte-554	171	7	adjustment	adjustment	NOUN
cte-554	171	8	layer	layer	NOUN
cte-554	171	9	.	.	PUNCT
cte-554	172	1	using	use	VERB
cte-554	172	2	the	the	DET
cte-554	172	3	dropout	dropout	NOUN
cte-554	172	4	(	(	PUNCT
cte-554	172	5	)	)	PUNCT
cte-554	172	6	function	function	NOUN
cte-554	172	7	,	,	PUNCT
cte-554	172	8	we	we	PRON
cte-554	172	9	indicate	indicate	VERB
cte-554	172	10	that	that	SCONJ
cte-554	172	11	the	the	DET
cte-554	172	12	layer	layer	NOUN
cte-554	172	13	is	be	AUX
cte-554	172	14	regulating	regulate	VERB
cte-554	172	15	.	.	PUNCT
cte-554	173	1	the	the	DET
cte-554	173	2	parameter	parameter	NOUN
cte-554	173	3	to	to	PART
cte-554	173	4	be	be	AUX
cte-554	173	5	passed	pass	VERB
cte-554	173	6	to	to	ADP
cte-554	173	7	dropout	dropout	NOUN
cte-554	173	8	is	be	AUX
cte-554	173	9	a	a	DET
cte-554	173	10	value	value	NOUN
cte-554	173	11	indicating	indicate	VERB
cte-554	173	12	how	how	SCONJ
cte-554	173	13	likely	likely	ADJ
cte-554	173	14	the	the	DET
cte-554	173	15	neurons	neuron	NOUN
cte-554	173	16	will	will	AUX
cte-554	173	17	be	be	AUX
cte-554	173	18	disabled	disable	VERB
cte-554	173	19	.	.	PUNCT
cte-554	174	1	it	it	PRON
cte-554	174	2	was	be	AUX
cte-554	174	3	set	set	VERB
cte-554	174	4	to	to	ADP
cte-554	174	5	0.5	0.5	NUM
cte-554	174	6	,	,	PUNCT
cte-554	174	7	which	which	PRON
cte-554	174	8	means	mean	VERB
cte-554	174	9	that	that	SCONJ
cte-554	174	10	half	half	NOUN
cte-554	174	11	of	of	ADP
cte-554	174	12	the	the	DET
cte-554	174	13	neuron	neuron	NOUN
cte-554	174	14	will	will	AUX
cte-554	174	15	be	be	AUX
cte-554	174	16	turned	turn	VERB
cte-554	174	17	off	off	ADP
cte-554	174	18	.	.	PUNCT
cte-554	175	1	the	the	DET
cte-554	175	2	twelfth	twelfth	ADJ
cte-554	175	3	layer	layer	NOUN
cte-554	175	4	is	be	AUX
cte-554	175	5	a	a	DET
cte-554	175	6	fully	fully	ADV
cte-554	175	7	connected	connected	ADJ
cte-554	175	8	dense	dense	ADJ
cte-554	175	9	layer	layer	NOUN
cte-554	175	10	.	.	PUNCT
cte-554	176	1	the	the	DET
cte-554	176	2	main	main	ADJ
cte-554	176	3	function	function	NOUN
cte-554	176	4	of	of	ADP
cte-554	176	5	this	this	DET
cte-554	176	6	layer	layer	NOUN
cte-554	176	7	is	be	AUX
cte-554	176	8	to	to	PART
cte-554	176	9	receive	receive	VERB
cte-554	176	10	information	information	NOUN
cte-554	176	11	from	from	ADP
cte-554	176	12	all	all	DET
cte-554	176	13	nodes	node	NOUN
cte-554	176	14	of	of	ADP
cte-554	176	15	the	the	DET
cte-554	176	16	previous	previous	ADJ
cte-554	176	17	layer	layer	NOUN
cte-554	176	18	.	.	PUNCT
cte-554	177	1	the	the	DET
cte-554	177	2	input	input	NOUN
cte-554	177	3	value	value	NOUN
cte-554	177	4	is	be	AUX
cte-554	177	5	the	the	DET
cte-554	177	6	dimension	dimension	NOUN
cte-554	177	7	of	of	ADP
cte-554	177	8	the	the	DET
cte-554	177	9	output	output	NOUN
cte-554	177	10	space	space	NOUN
cte-554	177	11	,	,	PUNCT
cte-554	177	12	for	for	ADP
cte-554	177	13	this	this	DET
cte-554	177	14	layer	layer	NOUN
cte-554	177	15	the	the	DET
cte-554	177	16	dimension	dimension	NOUN
cte-554	177	17	has	have	AUX
cte-554	177	18	been	be	AUX
cte-554	177	19	set	set	VERB
cte-554	177	20	to	to	ADP
cte-554	177	21	64	64	NUM
cte-554	177	22	.	.	PUNCT
cte-554	178	1	the	the	DET
cte-554	178	2	thirteenth	thirteenth	ADJ
cte-554	178	3	layer	layer	NOUN
cte-554	178	4	is	be	AUX
cte-554	178	5	the	the	DET
cte-554	178	6	active	active	ADJ
cte-554	178	7	layer	layer	NOUN
cte-554	178	8	,	,	PUNCT
cte-554	178	9	like	like	ADP
cte-554	178	10	the	the	DET
cte-554	178	11	ninth	ninth	ADJ
cte-554	178	12	layer	layer	NOUN
cte-554	178	13	,	,	PUNCT
cte-554	178	14	it	it	PRON
cte-554	178	15	is	be	AUX
cte-554	178	16	the	the	DET
cte-554	178	17	activation	activation	NOUN
cte-554	178	18	layer	layer	NOUN
cte-554	178	19	with	with	ADP
cte-554	178	20	relu	relu	NOUN
cte-554	178	21	activation	activation	NOUN
cte-554	178	22	function	function	NOUN
cte-554	178	23	.	.	PUNCT
cte-554	179	1	this	this	DET
cte-554	179	2	function	function	NOUN
cte-554	179	3	was	be	AUX
cte-554	179	4	chosen	choose	VERB
cte-554	179	5	because	because	SCONJ
cte-554	179	6	there	there	PRON
cte-554	179	7	are	be	VERB
cte-554	179	8	no	no	DET
cte-554	179	9	special	special	ADJ
cte-554	179	10	requirements	requirement	NOUN
cte-554	179	11	for	for	ADP
cte-554	179	12	the	the	DET
cte-554	179	13	output	output	NOUN
cte-554	179	14	value	value	NOUN
cte-554	179	15	of	of	ADP
cte-554	179	16	the	the	DET
cte-554	179	17	neuron	neuron	NOUN
cte-554	179	18	within	within	ADP
cte-554	179	19	the	the	DET
cte-554	179	20	framework	framework	NOUN
cte-554	179	21	of	of	ADP
cte-554	179	22	the	the	DET
cte-554	179	23	task	task	NOUN
cte-554	179	24	.	.	PUNCT
cte-554	180	1	the	the	DET
cte-554	180	2	fourteenth	fourteenth	ADJ
cte-554	180	3	layer	layer	NOUN
cte-554	180	4	is	be	AUX
cte-554	180	5	the	the	DET
cte-554	180	6	learning	learn	VERB
cte-554	180	7	adjustment	adjustment	NOUN
cte-554	180	8	layer	layer	NOUN
cte-554	180	9	.	.	PUNCT
cte-554	181	1	like	like	ADP
cte-554	181	2	the	the	DET
cte-554	181	3	eleventh	eleventh	ADJ
cte-554	181	4	layer	layer	NOUN
cte-554	181	5	,	,	PUNCT
cte-554	181	6	it	it	PRON
cte-554	181	7	takes	take	VERB
cte-554	181	8	only	only	ADV
cte-554	181	9	one	one	NUM
cte-554	181	10	parameter	parameter	NOUN
cte-554	181	11	and	and	CCONJ
cte-554	181	12	it	it	PRON
cte-554	181	13	is	be	AUX
cte-554	181	14	equal	equal	ADJ
cte-554	181	15	to	to	ADP
cte-554	181	16	0.5	0.5	NUM
cte-554	181	17	,	,	PUNCT
cte-554	181	18	which	which	PRON
cte-554	181	19	means	mean	VERB
cte-554	181	20	that	that	SCONJ
cte-554	181	21	half	half	NOUN
cte-554	181	22	of	of	ADP
cte-554	181	23	the	the	DET
cte-554	181	24	neurons	neuron	NOUN
cte-554	181	25	will	will	AUX
cte-554	181	26	not	not	PART
cte-554	181	27	be	be	AUX
cte-554	181	28	involved	involve	VERB
cte-554	181	29	in	in	ADP
cte-554	181	30	training	training	NOUN
cte-554	181	31	.	.	PUNCT
cte-554	182	1	the	the	DET
cte-554	182	2	fifteenth	fifteenth	NOUN
cte-554	182	3	layer	layer	NOUN
cte-554	182	4	is	be	AUX
cte-554	182	5	a	a	DET
cte-554	182	6	fully	fully	ADV
cte-554	182	7	connected	connect	VERB
cte-554	182	8	layer	layer	NOUN
cte-554	182	9	that	that	PRON
cte-554	182	10	receives	receive	VERB
cte-554	182	11	information	information	NOUN
cte-554	182	12	from	from	ADP
cte-554	182	13	all	all	DET
cte-554	182	14	other	other	ADJ
cte-554	182	15	layers	layer	NOUN
cte-554	182	16	.	.	PUNCT
cte-554	183	1	the	the	DET
cte-554	183	2	dimension	dimension	NOUN
cte-554	183	3	of	of	ADP
cte-554	183	4	this	this	DET
cte-554	183	5	method	method	NOUN
cte-554	183	6	depends	depend	VERB
cte-554	183	7	on	on	ADP
cte-554	183	8	the	the	DET
cte-554	183	9	number	number	NOUN
cte-554	183	10	of	of	ADP
cte-554	183	11	classes	class	NOUN
cte-554	183	12	in	in	ADP
cte-554	183	13	which	which	PRON
cte-554	183	14	the	the	DET
cte-554	183	15	model	model	NOUN
cte-554	183	16	is	be	AUX
cte-554	183	17	trained	train	VERB
cte-554	183	18	.	.	PUNCT
cte-554	184	1	the	the	DET
cte-554	184	2	number	number	NOUN
cte-554	184	3	of	of	ADP
cte-554	184	4	training	training	NOUN
cte-554	184	5	classes	class	NOUN
cte-554	184	6	was	be	AUX
cte-554	184	7	chosen	choose	VERB
cte-554	184	8	to	to	PART
cte-554	184	9	be	be	AUX
cte-554	184	10	4	4	NUM
cte-554	184	11	,	,	PUNCT
cte-554	184	12	so	so	CCONJ
cte-554	184	13	the	the	DET
cte-554	184	14	dimension	dimension	NOUN
cte-554	184	15	value	value	NOUN
cte-554	184	16	was	be	AUX
cte-554	184	17	set	set	VERB
cte-554	184	18	to	to	ADP
cte-554	184	19	4	4	NUM
cte-554	184	20	.	.	PUNCT
cte-554	185	1	the	the	DET
cte-554	185	2	last	last	ADJ
cte-554	185	3	layer	layer	NOUN
cte-554	185	4	is	be	AUX
cte-554	185	5	the	the	DET
cte-554	185	6	activation	activation	NOUN
cte-554	185	7	layer	layer	NOUN
cte-554	185	8	.	.	PUNCT
cte-554	186	1	the	the	DET
cte-554	186	2	softmax	softmax	NOUN
cte-554	186	3	activation	activation	NOUN
cte-554	186	4	function	function	NOUN
cte-554	186	5	was	be	AUX
cte-554	186	6	installed	instal	VERB
cte-554	186	7	for	for	ADP
cte-554	186	8	it	it	PRON
cte-554	186	9	.	.	PUNCT
cte-554	187	1	softmax	softmax	PROPN
cte-554	187	2	turns	turn	VERB
cte-554	187	3	a	a	DET
cte-554	187	4	vector	vector	NOUN
cte-554	187	5	of	of	ADP
cte-554	187	6	real	real	ADJ
cte-554	187	7	numbers	number	NOUN
cte-554	187	8	into	into	ADP
cte-554	187	9	a	a	DET
cte-554	187	10	vector	vector	NOUN
cte-554	187	11	of	of	ADP
cte-554	187	12	probabilities	probability	NOUN
cte-554	187	13	for	for	ADP
cte-554	187	14	the	the	DET
cte-554	187	15	selected	select	VERB
cte-554	187	16	classes	class	NOUN
cte-554	187	17	.	.	PUNCT
cte-554	188	1	the	the	DET
cte-554	188	2	deviation	deviation	NOUN
cte-554	188	3	turns	turn	VERB
cte-554	188	4	them	they	PRON
cte-554	188	5	into	into	ADP
cte-554	188	6	values	value	NOUN
cte-554	188	7	between	between	ADP
cte-554	188	8	0	0	NUM
cte-554	188	9	and	and	CCONJ
cte-554	188	10	1	1	NUM
cte-554	188	11	so	so	SCONJ
cte-554	188	12	that	that	SCONJ
cte-554	188	13	they	they	PRON
cte-554	188	14	can	can	AUX
cte-554	188	15	be	be	AUX
cte-554	188	16	interpreted	interpret	VERB
cte-554	188	17	as	as	ADP
cte-554	188	18	probabilities	probability	NOUN
cte-554	188	19	.	.	PUNCT
cte-554	189	1	however	however	ADV
cte-554	189	2	,	,	PUNCT
cte-554	189	3	if	if	SCONJ
cte-554	189	4	one	one	NUM
cte-554	189	5	of	of	ADP
cte-554	189	6	the	the	DET
cte-554	189	7	inputs	input	NOUN
cte-554	189	8	is	be	AUX
cte-554	189	9	significantly	significantly	ADV
cte-554	189	10	small	small	ADJ
cte-554	189	11	or	or	CCONJ
cte-554	189	12	negative	negative	ADJ
cte-554	189	13	,	,	PUNCT
cte-554	189	14	the	the	DET
cte-554	189	15	softmax	softmax	NOUN
cte-554	189	16	function	function	NOUN
cte-554	189	17	turns	turn	VERB
cte-554	189	18	it	it	PRON
cte-554	189	19	into	into	ADP
cte-554	189	20	a	a	DET
cte-554	189	21	low	low	ADJ
cte-554	189	22	probability	probability	NOUN
cte-554	189	23	.	.	PUNCT
cte-554	190	1	conversely	conversely	ADV
cte-554	190	2	,	,	PUNCT
cte-554	190	3	if	if	SCONJ
cte-554	190	4	the	the	DET
cte-554	190	5	input	input	NOUN
cte-554	190	6	is	be	AUX
cte-554	190	7	large	large	ADJ
cte-554	190	8	,	,	PUNCT
cte-554	190	9	softmax	softmax	NOUN
cte-554	190	10	turns	turn	VERB
cte-554	190	11	it	it	PRON
cte-554	190	12	into	into	ADP
cte-554	190	13	a	a	DET
cte-554	190	14	large	large	ADJ
cte-554	190	15	probability	probability	NOUN
cte-554	190	16	.	.	PUNCT
cte-554	191	1	in	in	ADP
cte-554	191	2	this	this	DET
cte-554	191	3	case	case	NOUN
cte-554	191	4	,	,	PUNCT
cte-554	191	5	the	the	DET
cte-554	191	6	values	value	NOUN
cte-554	191	7	will	will	AUX
cte-554	191	8	always	always	ADV
cte-554	191	9	remain	remain	VERB
cte-554	191	10	between	between	ADP
cte-554	191	11	0	0	NUM
cte-554	191	12	and	and	CCONJ
cte-554	191	13	1	1	NUM
cte-554	191	14	,	,	PUNCT
cte-554	191	15	which	which	PRON
cte-554	191	16	is	be	AUX
cte-554	191	17	suitable	suitable	ADJ
cte-554	191	18	for	for	ADP
cte-554	191	19	the	the	DET
cte-554	191	20	problem	problem	NOUN
cte-554	191	21	statement	statement	NOUN
cte-554	191	22	for	for	ADP
cte-554	191	23	the	the	DET
cte-554	191	24	selected	select	VERB
cte-554	191	25	subject	subject	NOUN
cte-554	191	26	area	area	NOUN
cte-554	191	27	.	.	PUNCT
cte-554	192	1	the	the	DET
cte-554	192	2	activation	activation	NOUN
cte-554	192	3	function	function	NOUN
cte-554	192	4	is	be	AUX
cte-554	192	5	presented	present	VERB
cte-554	192	6	below	below	ADP
cte-554	192	7	in	in	ADP
cte-554	192	8	formula	formula	NOUN
cte-554	192	9	:	:	PUNCT
cte-554	192	10	𝑠(𝑥𝑖	𝑠(𝑥𝑖	NUM
cte-554	192	11	)	)	PUNCT
cte-554	192	12	=	=	SYM
cte-554	192	13	𝑒𝑥𝑗	𝑒𝑥𝑗	NOUN
cte-554	192	14	𝑛∑︀	𝑛∑︀	PROPN
cte-554	192	15	𝑗=1	𝑗=1	PROPN
cte-554	192	16	𝑒𝑥𝑗	𝑒𝑥𝑗	NOUN
cte-554	192	17	,	,	PUNCT
cte-554	192	18	(	(	PUNCT
cte-554	192	19	8)	8)	NUM
cte-554	192	20	where	where	SCONJ
cte-554	192	21	𝑥	𝑥	NOUN
cte-554	192	22	–	–	PUNCT
cte-554	192	23	the	the	DET
cte-554	192	24	input	input	NOUN
cte-554	192	25	vector	vector	NOUN
cte-554	192	26	,	,	PUNCT
cte-554	192	27	𝑒𝑥𝑗	𝑒𝑥𝑗	NOUN
cte-554	192	28	–	–	PUNCT
cte-554	192	29	the	the	DET
cte-554	192	30	standard	standard	ADJ
cte-554	192	31	exponential	exponential	ADJ
cte-554	192	32	function	function	NOUN
cte-554	192	33	,	,	PUNCT
cte-554	192	34	𝑛∑︀	𝑛∑︀	PROPN
cte-554	192	35	𝑗=1	𝑗=1	PROPN
cte-554	192	36	𝑒𝑥𝑗	𝑒𝑥𝑗	NOUN
cte-554	192	37	–	–	PUNCT
cte-554	192	38	the	the	DET
cte-554	192	39	sum	sum	NOUN
cte-554	192	40	of	of	ADP
cte-554	192	41	all	all	DET
cte-554	192	42	initial	initial	ADJ
cte-554	192	43	values	value	NOUN
cte-554	192	44	;	;	PUNCT
cte-554	192	45	𝑛	𝑛	X
cte-554	192	46	–	–	PUNCT
cte-554	192	47	the	the	DET
cte-554	192	48	number	number	NOUN
cte-554	192	49	of	of	ADP
cte-554	192	50	class	class	NOUN
cte-554	192	51	.	.	PUNCT
cte-554	193	1	thus	thus	ADV
cte-554	193	2	,	,	PUNCT
cte-554	193	3	the	the	DET
cte-554	193	4	softmax	softmax	NOUN
cte-554	193	5	function	function	NOUN
cte-554	193	6	transforms	transform	VERB
cte-554	193	7	the	the	DET
cte-554	193	8	feature	feature	NOUN
cte-554	193	9	vector	vector	NOUN
cte-554	193	10	obtained	obtain	VERB
cte-554	193	11	in	in	ADP
cte-554	193	12	the	the	DET
cte-554	193	13	neural	neural	ADJ
cte-554	193	14	network	network	NOUN
cte-554	193	15	for	for	ADP
cte-554	193	16	each	each	DET
cte-554	193	17	image	image	NOUN
cte-554	193	18	,	,	PUNCT
cte-554	193	19	a	a	DET
cte-554	193	20	vector	vector	NOUN
cte-554	193	21	consisting	consist	VERB
cte-554	193	22	of	of	ADP
cte-554	193	23	numbers	number	NOUN
cte-554	193	24	,	,	PUNCT
cte-554	193	25	which	which	PRON
cte-554	193	26	in	in	ADP
cte-554	193	27	turn	turn	NOUN
cte-554	193	28	are	be	AUX
cte-554	193	29	in	in	ADP
cte-554	193	30	the	the	DET
cte-554	193	31	range	range	NOUN
cte-554	193	32	from	from	ADP
cte-554	193	33	0	0	NUM
cte-554	193	34	to	to	ADP
cte-554	193	35	1	1	NUM
cte-554	193	36	,	,	PUNCT
cte-554	193	37	and	and	CCONJ
cte-554	193	38	the	the	DET
cte-554	193	39	sum	sum	NOUN
cte-554	193	40	of	of	ADP
cte-554	193	41	all	all	DET
cte-554	193	42	elements	element	NOUN
cte-554	193	43	of	of	ADP
cte-554	193	44	each	each	DET
cte-554	193	45	such	such	ADJ
cte-554	193	46	vector	vector	NOUN
cte-554	193	47	is	be	AUX
cte-554	193	48	equal	equal	ADJ
cte-554	193	49	to	to	ADP
cte-554	193	50	one	one	NUM
cte-554	193	51	.	.	PUNCT
cte-554	194	1	that	that	PRON
cte-554	194	2	is	is	ADV
cte-554	194	3	,	,	PUNCT
cte-554	194	4	each	each	DET
cte-554	194	5	element	element	NOUN
cte-554	194	6	of	of	ADP
cte-554	194	7	this	this	DET
cte-554	194	8	vector	vector	NOUN
cte-554	194	9	can	can	AUX
cte-554	194	10	be	be	AUX
cte-554	194	11	estimated	estimate	VERB
cte-554	194	12	as	as	ADP
cte-554	194	13	the	the	DET
cte-554	194	14	probability	probability	NOUN
cte-554	194	15	that	that	SCONJ
cte-554	194	16	the	the	DET
cte-554	194	17	image	image	NOUN
cte-554	194	18	in	in	ADP
cte-554	194	19	question	question	NOUN
cte-554	194	20	belongs	belong	VERB
cte-554	194	21	to	to	ADP
cte-554	194	22	the	the	DET
cte-554	194	23	corresponding	corresponding	ADJ
cte-554	194	24	element	element	NOUN
cte-554	194	25	of	of	ADP
cte-554	194	26	the	the	DET
cte-554	194	27	class	class	NOUN
cte-554	194	28	.	.	PUNCT
cte-554	195	1	160	160	NUM
cte-554	195	2	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	195	3	cte	cte	NOUN
cte-554	195	4	workshop	workshop	NOUN
cte-554	195	5	proceedings	proceeding	NOUN
cte-554	195	6	,	,	PUNCT
cte-554	195	7	2023	2023	NUM
cte-554	195	8	,	,	PUNCT
cte-554	195	9	vol	vol	NOUN
cte-554	195	10	.	.	PUNCT
cte-554	196	1	10	10	NUM
cte-554	196	2	:	:	PUNCT
cte-554	196	3	cited-2022	cited-2022	NOUN
cte-554	196	4	,	,	PUNCT
cte-554	196	5	pp	pp	PROPN
cte-554	196	6	.	.	PUNCT
cte-554	197	1	153	153	NUM
cte-554	197	2	-	-	SYM
cte-554	197	3	166	166	NUM
cte-554	197	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	197	5	the	the	DET
cte-554	197	6	process	process	NOUN
cte-554	197	7	of	of	ADP
cte-554	197	8	identifying	identify	VERB
cte-554	197	9	speech	speech	NOUN
cte-554	197	10	defects	defect	NOUN
cte-554	197	11	includes	include	VERB
cte-554	197	12	several	several	ADJ
cte-554	197	13	stages	stage	NOUN
cte-554	197	14	.	.	PUNCT
cte-554	198	1	in	in	ADP
cte-554	198	2	order	order	NOUN
cte-554	198	3	to	to	PART
cte-554	198	4	develop	develop	VERB
cte-554	198	5	a	a	DET
cte-554	198	6	functioning	function	VERB
cte-554	198	7	model	model	NOUN
cte-554	198	8	,	,	PUNCT
cte-554	198	9	all	all	DET
cte-554	198	10	the	the	DET
cte-554	198	11	signs	sign	NOUN
cte-554	198	12	of	of	ADP
cte-554	198	13	a	a	DET
cte-554	198	14	speech	speech	NOUN
cte-554	198	15	disorder	disorder	NOUN
cte-554	198	16	were	be	AUX
cte-554	198	17	considered	consider	VERB
cte-554	198	18	.	.	PUNCT
cte-554	199	1	this	this	PRON
cte-554	199	2	was	be	AUX
cte-554	199	3	done	do	VERB
cte-554	199	4	in	in	ADP
cte-554	199	5	order	order	NOUN
cte-554	199	6	to	to	PART
cte-554	199	7	select	select	VERB
cte-554	199	8	video	video	NOUN
cte-554	199	9	materials	material	NOUN
cte-554	199	10	for	for	ADP
cte-554	199	11	training	train	VERB
cte-554	199	12	the	the	DET
cte-554	199	13	developed	develop	VERB
cte-554	199	14	neural	neural	ADJ
cte-554	199	15	network	network	NOUN
cte-554	199	16	.	.	PUNCT
cte-554	200	1	all	all	DET
cte-554	200	2	video	video	NOUN
cte-554	200	3	materials	material	NOUN
cte-554	200	4	were	be	AUX
cte-554	200	5	taken	take	VERB
cte-554	200	6	with	with	ADP
cte-554	200	7	speech	speech	NOUN
cte-554	200	8	disorders	disorder	NOUN
cte-554	200	9	of	of	ADP
cte-554	200	10	children	child	NOUN
cte-554	200	11	who	who	PRON
cte-554	200	12	have	have	AUX
cte-554	200	13	not	not	PART
cte-554	200	14	yet	yet	ADV
cte-554	200	15	started	start	VERB
cte-554	200	16	working	work	VERB
cte-554	200	17	with	with	ADP
cte-554	200	18	a	a	DET
cte-554	200	19	speech	speech	NOUN
cte-554	200	20	therapist	therapist	NOUN
cte-554	200	21	.	.	PUNCT
cte-554	201	1	each	each	DET
cte-554	201	2	video	video	NOUN
cte-554	201	3	is	be	AUX
cte-554	201	4	approximately	approximately	ADV
cte-554	201	5	ten	ten	NUM
cte-554	201	6	seconds	second	NOUN
cte-554	201	7	long	long	ADV
cte-554	201	8	.	.	PUNCT
cte-554	202	1	the	the	DET
cte-554	202	2	input	input	NOUN
cte-554	202	3	data	datum	NOUN
cte-554	202	4	for	for	ADP
cte-554	202	5	the	the	DET
cte-554	202	6	model	model	NOUN
cte-554	202	7	are	be	AUX
cte-554	202	8	audio	audio	ADJ
cte-554	202	9	signals	signal	NOUN
cte-554	202	10	that	that	PRON
cte-554	202	11	were	be	AUX
cte-554	202	12	selected	select	VERB
cte-554	202	13	and	and	CCONJ
cte-554	202	14	processed	process	VERB
cte-554	202	15	from	from	ADP
cte-554	202	16	those	those	PRON
cte-554	202	17	found	find	VERB
cte-554	202	18	in	in	ADP
cte-554	202	19	the	the	DET
cte-554	202	20	public	public	ADJ
cte-554	202	21	domain	domain	NOUN
cte-554	202	22	,	,	PUNCT
cte-554	202	23	with	with	ADP
cte-554	202	24	labels	label	NOUN
cte-554	202	25	for	for	ADP
cte-554	202	26	the	the	DET
cte-554	202	27	type	type	NOUN
cte-554	202	28	of	of	ADP
cte-554	202	29	speech	speech	NOUN
cte-554	202	30	defect	defect	NOUN
cte-554	202	31	established	establish	VERB
cte-554	202	32	by	by	ADP
cte-554	202	33	the	the	DET
cte-554	202	34	speech	speech	NOUN
cte-554	202	35	therapist	therapist	NOUN
cte-554	202	36	.	.	PUNCT
cte-554	203	1	the	the	DET
cte-554	203	2	signals	signal	NOUN
cte-554	203	3	of	of	ADP
cte-554	203	4	these	these	DET
cte-554	203	5	video	video	NOUN
cte-554	203	6	materials	material	NOUN
cte-554	203	7	are	be	AUX
cte-554	203	8	processed	process	VERB
cte-554	203	9	and	and	CCONJ
cte-554	203	10	cut	cut	VERB
cte-554	203	11	into	into	ADP
cte-554	203	12	phrases	phrase	NOUN
cte-554	203	13	and	and	CCONJ
cte-554	203	14	words	word	NOUN
cte-554	203	15	.	.	PUNCT
cte-554	204	1	the	the	DET
cte-554	204	2	splitting	splitting	NOUN
cte-554	204	3	of	of	ADP
cte-554	204	4	the	the	DET
cte-554	204	5	speech	speech	NOUN
cte-554	204	6	audio	audio	NOUN
cte-554	204	7	file	file	NOUN
cte-554	204	8	is	be	AUX
cte-554	204	9	done	do	VERB
cte-554	204	10	with	with	ADP
cte-554	204	11	the	the	DET
cte-554	204	12	help	help	NOUN
cte-554	204	13	of	of	ADP
cte-554	204	14	python	python	NOUN
cte-554	204	15	libraries	library	NOUN
cte-554	204	16	,	,	PUNCT
cte-554	204	17	namely	namely	ADV
cte-554	204	18	pydup	pydup	NOUN
cte-554	204	19	,	,	PUNCT
cte-554	204	20	as	as	ADV
cte-554	204	21	well	well	ADV
cte-554	204	22	as	as	ADP
cte-554	204	23	librosa	librosa	ADJ
cte-554	204	24	.	.	PUNCT
cte-554	205	1	that	that	PRON
cte-554	205	2	allows	allow	VERB
cte-554	205	3	you	you	PRON
cte-554	205	4	to	to	PART
cte-554	205	5	both	both	PRON
cte-554	205	6	break	break	VERB
cte-554	205	7	the	the	DET
cte-554	205	8	replicas	replica	NOUN
cte-554	205	9	into	into	ADP
cte-554	205	10	words	word	NOUN
cte-554	205	11	and	and	CCONJ
cte-554	205	12	build	build	VERB
cte-554	205	13	a	a	DET
cte-554	205	14	spectrogram	spectrogram	NOUN
cte-554	205	15	for	for	ADP
cte-554	205	16	further	further	ADJ
cte-554	205	17	analysis	analysis	NOUN
cte-554	205	18	.	.	PUNCT
cte-554	206	1	these	these	DET
cte-554	206	2	audio	audio	ADJ
cte-554	206	3	signals	signal	NOUN
cte-554	206	4	are	be	AUX
cte-554	206	5	then	then	ADV
cte-554	206	6	converted	convert	VERB
cte-554	206	7	into	into	ADP
cte-554	206	8	a	a	DET
cte-554	206	9	spectrogram	spectrogram	NOUN
cte-554	206	10	.	.	PUNCT
cte-554	207	1	a	a	DET
cte-554	207	2	spectrogram	spectrogram	NOUN
cte-554	207	3	is	be	AUX
cte-554	207	4	a	a	DET
cte-554	207	5	visual	visual	ADJ
cte-554	207	6	representation	representation	NOUN
cte-554	207	7	of	of	ADP
cte-554	207	8	the	the	DET
cte-554	207	9	spectrum	spectrum	NOUN
cte-554	207	10	at	at	ADP
cte-554	207	11	the	the	DET
cte-554	207	12	frequencies	frequency	NOUN
cte-554	207	13	of	of	ADP
cte-554	207	14	a	a	DET
cte-554	207	15	signal	signal	NOUN
cte-554	207	16	and	and	CCONJ
cte-554	207	17	how	how	SCONJ
cte-554	207	18	it	it	PRON
cte-554	207	19	changes	change	VERB
cte-554	207	20	over	over	ADP
cte-554	207	21	time	time	NOUN
cte-554	207	22	.	.	PUNCT
cte-554	208	1	the	the	DET
cte-554	208	2	sound	sound	ADJ
cte-554	208	3	spectrogram	spectrogram	NOUN
cte-554	208	4	is	be	AUX
cte-554	208	5	used	use	VERB
cte-554	208	6	for	for	ADP
cte-554	208	7	phonetic	phonetic	ADJ
cte-554	208	8	identification	identification	NOUN
cte-554	208	9	of	of	ADP
cte-554	208	10	spoken	speak	VERB
cte-554	208	11	words	word	NOUN
cte-554	208	12	and	and	CCONJ
cte-554	208	13	for	for	ADP
cte-554	208	14	their	their	PRON
cte-554	208	15	analysis	analysis	NOUN
cte-554	208	16	.	.	PUNCT
cte-554	209	1	it	it	PRON
cte-554	209	2	is	be	AUX
cte-554	209	3	rendered	render	VERB
cte-554	209	4	as	as	ADP
cte-554	209	5	a	a	DET
cte-554	209	6	heat	heat	NOUN
cte-554	209	7	map	map	NOUN
cte-554	209	8	,	,	PUNCT
cte-554	209	9	that	that	ADV
cte-554	209	10	is	is	ADV
cte-554	209	11	,	,	PUNCT
cte-554	209	12	an	an	DET
cte-554	209	13	image	image	NOUN
cte-554	209	14	with	with	ADP
cte-554	209	15	intensity	intensity	NOUN
cte-554	209	16	displayed	display	VERB
cte-554	209	17	by	by	ADP
cte-554	209	18	changing	change	VERB
cte-554	209	19	color	color	NOUN
cte-554	209	20	or	or	CCONJ
cte-554	209	21	brightness	brightness	NOUN
cte-554	209	22	.	.	PUNCT
cte-554	210	1	after	after	ADP
cte-554	210	2	that	that	PRON
cte-554	210	3	,	,	PUNCT
cte-554	210	4	the	the	DET
cte-554	210	5	spectrogram	spectrogram	NOUN
cte-554	210	6	data	datum	NOUN
cte-554	210	7	were	be	AUX
cte-554	210	8	fed	feed	VERB
cte-554	210	9	to	to	ADP
cte-554	210	10	the	the	DET
cte-554	210	11	neural	neural	ADJ
cte-554	210	12	network	network	NOUN
cte-554	210	13	as	as	ADP
cte-554	210	14	a	a	DET
cte-554	210	15	training	training	NOUN
cte-554	210	16	sample	sample	NOUN
cte-554	210	17	.	.	PUNCT
cte-554	211	1	after	after	ADP
cte-554	211	2	training	train	VERB
cte-554	211	3	the	the	DET
cte-554	211	4	convolutional	convolutional	ADJ
cte-554	211	5	neural	neural	ADJ
cte-554	211	6	network	network	NOUN
cte-554	211	7	,	,	PUNCT
cte-554	211	8	it	it	PRON
cte-554	211	9	was	be	AUX
cte-554	211	10	tested	test	VERB
cte-554	211	11	on	on	ADP
cte-554	211	12	data	datum	NOUN
cte-554	211	13	taken	take	VERB
cte-554	211	14	with	with	ADP
cte-554	211	15	and	and	CCONJ
cte-554	211	16	without	without	ADP
cte-554	211	17	speech	speech	NOUN
cte-554	211	18	disorders	disorder	NOUN
cte-554	211	19	.	.	PUNCT
cte-554	212	1	the	the	DET
cte-554	212	2	algorithm	algorithm	NOUN
cte-554	212	3	for	for	ADP
cte-554	212	4	general	general	ADJ
cte-554	212	5	data	datum	NOUN
cte-554	212	6	processing	processing	NOUN
cte-554	212	7	and	and	CCONJ
cte-554	212	8	stages	stage	NOUN
cte-554	212	9	of	of	ADP
cte-554	212	10	working	work	VERB
cte-554	212	11	with	with	ADP
cte-554	212	12	a	a	DET
cte-554	212	13	model	model	NOUN
cte-554	212	14	for	for	ADP
cte-554	212	15	detecting	detect	VERB
cte-554	212	16	speech	speech	NOUN
cte-554	212	17	defects	defect	NOUN
cte-554	212	18	consists	consist	VERB
cte-554	212	19	of	of	ADP
cte-554	212	20	several	several	ADJ
cte-554	212	21	stages	stage	NOUN
cte-554	212	22	.	.	PUNCT
cte-554	213	1	the	the	DET
cte-554	213	2	general	general	ADJ
cte-554	213	3	principle	principle	NOUN
cte-554	213	4	of	of	ADP
cte-554	213	5	defect	defect	NOUN
cte-554	213	6	handling	handling	NOUN
cte-554	213	7	is	be	AUX
cte-554	213	8	shown	show	VERB
cte-554	213	9	in	in	ADP
cte-554	213	10	figure	figure	NOUN
cte-554	213	11	2	2	NUM
cte-554	213	12	.	.	PUNCT
cte-554	214	1	at	at	ADP
cte-554	214	2	the	the	DET
cte-554	214	3	first	first	ADJ
cte-554	214	4	stage	stage	NOUN
cte-554	214	5	,	,	PUNCT
cte-554	214	6	the	the	DET
cte-554	214	7	data	datum	NOUN
cte-554	214	8	with	with	ADP
cte-554	214	9	which	which	PRON
cte-554	214	10	the	the	DET
cte-554	214	11	system	system	NOUN
cte-554	214	12	will	will	AUX
cte-554	214	13	work	work	VERB
cte-554	214	14	is	be	AUX
cte-554	214	15	prepared	prepare	VERB
cte-554	214	16	.	.	PUNCT
cte-554	215	1	this	this	DET
cte-554	215	2	data	datum	NOUN
cte-554	215	3	can	can	AUX
cte-554	215	4	be	be	AUX
cte-554	215	5	obtained	obtain	VERB
cte-554	215	6	from	from	ADP
cte-554	215	7	the	the	DET
cte-554	215	8	global	global	ADJ
cte-554	215	9	network	network	NOUN
cte-554	215	10	,	,	PUNCT
cte-554	215	11	namely	namely	ADV
cte-554	215	12	a	a	DET
cte-554	215	13	video	video	NOUN
cte-554	215	14	in	in	ADP
cte-554	215	15	which	which	PRON
cte-554	215	16	speech	speech	NOUN
cte-554	215	17	therapists	therapist	NOUN
cte-554	215	18	talk	talk	VERB
cte-554	215	19	or	or	CCONJ
cte-554	215	20	work	work	VERB
cte-554	215	21	with	with	ADP
cte-554	215	22	children	child	NOUN
cte-554	215	23	who	who	PRON
cte-554	215	24	have	have	VERB
cte-554	215	25	speech	speech	NOUN
cte-554	215	26	impairments	impairment	NOUN
cte-554	215	27	.	.	PUNCT
cte-554	216	1	at	at	ADP
cte-554	216	2	the	the	DET
cte-554	216	3	second	second	ADJ
cte-554	216	4	stage	stage	NOUN
cte-554	216	5	,	,	PUNCT
cte-554	216	6	after	after	ADP
cte-554	216	7	processing	process	VERB
cte-554	216	8	the	the	DET
cte-554	216	9	audio	audio	ADJ
cte-554	216	10	signals	signal	NOUN
cte-554	216	11	and	and	CCONJ
cte-554	216	12	splitting	split	VERB
cte-554	216	13	them	they	PRON
cte-554	216	14	into	into	ADP
cte-554	216	15	phrases	phrase	NOUN
cte-554	216	16	and	and	CCONJ
cte-554	216	17	words	word	NOUN
cte-554	216	18	,	,	PUNCT
cte-554	216	19	these	these	DET
cte-554	216	20	audio	audio	ADJ
cte-554	216	21	files	file	NOUN
cte-554	216	22	are	be	AUX
cte-554	216	23	converted	convert	VERB
cte-554	216	24	into	into	ADP
cte-554	216	25	a	a	DET
cte-554	216	26	spectrogram	spectrogram	NOUN
cte-554	216	27	.	.	PUNCT
cte-554	217	1	frequencies	frequency	NOUN
cte-554	217	2	are	be	AUX
cte-554	217	3	shown	show	VERB
cte-554	217	4	on	on	ADP
cte-554	217	5	the	the	DET
cte-554	217	6	vertical	vertical	ADJ
cte-554	217	7	axis	axis	NOUN
cte-554	217	8	and	and	CCONJ
cte-554	217	9	time	time	NOUN
cte-554	217	10	on	on	ADP
cte-554	217	11	the	the	DET
cte-554	217	12	horizontal	horizontal	ADJ
cte-554	217	13	axis	axis	NOUN
cte-554	217	14	.	.	PUNCT
cte-554	218	1	and	and	CCONJ
cte-554	218	2	the	the	DET
cte-554	218	3	intensity	intensity	NOUN
cte-554	218	4	of	of	ADP
cte-554	218	5	the	the	DET
cte-554	218	6	color	color	NOUN
cte-554	218	7	increases	increase	VERB
cte-554	218	8	with	with	ADP
cte-554	218	9	increasing	increase	VERB
cte-554	218	10	density	density	NOUN
cte-554	218	11	.	.	PUNCT
cte-554	219	1	the	the	DET
cte-554	219	2	final	final	ADJ
cte-554	219	3	stage	stage	NOUN
cte-554	219	4	of	of	ADP
cte-554	219	5	the	the	DET
cte-554	219	6	algorithm	algorithm	NOUN
cte-554	219	7	is	be	AUX
cte-554	219	8	the	the	DET
cte-554	219	9	creation	creation	NOUN
cte-554	219	10	and	and	CCONJ
cte-554	219	11	training	training	NOUN
cte-554	219	12	of	of	ADP
cte-554	219	13	the	the	DET
cte-554	219	14	model	model	NOUN
cte-554	219	15	.	.	PUNCT
cte-554	220	1	after	after	ADP
cte-554	220	2	that	that	PRON
cte-554	220	3	,	,	PUNCT
cte-554	220	4	the	the	DET
cte-554	220	5	training	training	NOUN
cte-554	220	6	and	and	CCONJ
cte-554	220	7	training	training	NOUN
cte-554	220	8	of	of	ADP
cte-554	220	9	the	the	DET
cte-554	220	10	model	model	NOUN
cte-554	220	11	takes	take	VERB
cte-554	220	12	place	place	NOUN
cte-554	220	13	.	.	PUNCT
cte-554	221	1	with	with	ADP
cte-554	221	2	high	high	ADJ
cte-554	221	3	-	-	PUNCT
cte-554	221	4	quality	quality	NOUN
cte-554	221	5	training	training	NOUN
cte-554	221	6	and	and	CCONJ
cte-554	221	7	confirmation	confirmation	NOUN
cte-554	221	8	of	of	ADP
cte-554	221	9	performance	performance	NOUN
cte-554	221	10	,	,	PUNCT
cte-554	221	11	its	its	PRON
cte-554	221	12	further	further	ADJ
cte-554	221	13	use	use	NOUN
cte-554	221	14	occurs	occur	NOUN
cte-554	221	15	.	.	PUNCT
cte-554	222	1	5	5	X
cte-554	222	2	.	.	X
cte-554	222	3	experimental	experimental	ADJ
cte-554	222	4	research	research	NOUN
cte-554	222	5	in	in	ADP
cte-554	222	6	order	order	NOUN
cte-554	222	7	to	to	PART
cte-554	222	8	analyze	analyze	VERB
cte-554	222	9	the	the	DET
cte-554	222	10	trained	train	VERB
cte-554	222	11	model	model	NOUN
cte-554	222	12	,	,	PUNCT
cte-554	222	13	we	we	PRON
cte-554	222	14	used	use	VERB
cte-554	222	15	recordings	recording	NOUN
cte-554	222	16	of	of	ADP
cte-554	222	17	conversations	conversation	NOUN
cte-554	222	18	of	of	ADP
cte-554	222	19	children	child	NOUN
cte-554	222	20	with	with	ADP
cte-554	222	21	speech	speech	NOUN
cte-554	222	22	impairments	impairment	NOUN
cte-554	222	23	,	,	PUNCT
cte-554	222	24	which	which	PRON
cte-554	222	25	were	be	AUX
cte-554	222	26	taken	take	VERB
cte-554	222	27	from	from	ADP
cte-554	222	28	a	a	DET
cte-554	222	29	youtube	youtube	NOUN
cte-554	222	30	video	video	NOUN
cte-554	222	31	hosting	hosting	NOUN
cte-554	222	32	,	,	PUNCT
cte-554	222	33	where	where	SCONJ
cte-554	222	34	children	child	NOUN
cte-554	222	35	talk	talk	VERB
cte-554	222	36	to	to	ADP
cte-554	222	37	a	a	DET
cte-554	222	38	doctor	doctor	NOUN
cte-554	222	39	before	before	SCONJ
cte-554	222	40	they	they	PRON
cte-554	222	41	begin	begin	VERB
cte-554	222	42	to	to	PART
cte-554	222	43	undergo	undergo	VERB
cte-554	222	44	treatment	treatment	NOUN
cte-554	222	45	.	.	PUNCT
cte-554	223	1	the	the	DET
cte-554	223	2	entire	entire	ADJ
cte-554	223	3	data	datum	NOUN
cte-554	223	4	sample	sample	NOUN
cte-554	223	5	was	be	AUX
cte-554	223	6	divided	divide	VERB
cte-554	223	7	according	accord	VERB
cte-554	223	8	to	to	ADP
cte-554	223	9	the	the	DET
cte-554	223	10	principle	principle	NOUN
cte-554	223	11	of	of	ADP
cte-554	223	12	70	70	NUM
cte-554	223	13	to	to	PART
cte-554	223	14	30	30	NUM
cte-554	223	15	.	.	PUNCT
cte-554	224	1	the	the	DET
cte-554	224	2	model	model	NOUN
cte-554	224	3	was	be	AUX
cte-554	224	4	trained	train	VERB
cte-554	224	5	on	on	ADP
cte-554	224	6	a	a	DET
cte-554	224	7	test	test	NOUN
cte-554	224	8	set	set	NOUN
cte-554	224	9	made	make	VERB
cte-554	224	10	independently	independently	ADV
cte-554	224	11	from	from	ADP
cte-554	224	12	video	video	NOUN
cte-554	224	13	and	and	CCONJ
cte-554	224	14	audio	audio	ADJ
cte-554	224	15	files	file	NOUN
cte-554	224	16	available	available	ADJ
cte-554	224	17	in	in	ADP
cte-554	224	18	the	the	DET
cte-554	224	19	public	public	ADJ
cte-554	224	20	domain	domain	NOUN
cte-554	224	21	.	.	PUNCT
cte-554	225	1	namely	namely	ADV
cte-554	225	2	,	,	PUNCT
cte-554	225	3	the	the	DET
cte-554	225	4	conversation	conversation	NOUN
cte-554	225	5	of	of	ADP
cte-554	225	6	children	child	NOUN
cte-554	225	7	with	with	ADP
cte-554	225	8	speech	speech	NOUN
cte-554	225	9	therapists	therapist	NOUN
cte-554	225	10	.	.	PUNCT
cte-554	226	1	a	a	DET
cte-554	226	2	date	date	NOUN
cte-554	226	3	set	set	NOUN
cte-554	226	4	was	be	AUX
cte-554	226	5	made	make	VERB
cte-554	226	6	from	from	ADP
cte-554	226	7	audio	audio	ADJ
cte-554	226	8	data	datum	NOUN
cte-554	226	9	with	with	ADP
cte-554	226	10	labels	label	NOUN
cte-554	226	11	of	of	ADP
cte-554	226	12	belonging	belong	VERB
cte-554	226	13	to	to	ADP
cte-554	226	14	the	the	DET
cte-554	226	15	defect	defect	NOUN
cte-554	226	16	class	class	NOUN
cte-554	226	17	.	.	PUNCT
cte-554	227	1	after	after	ADP
cte-554	227	2	training	training	NOUN
cte-554	227	3	,	,	PUNCT
cte-554	227	4	a	a	DET
cte-554	227	5	dataset	dataset	NOUN
cte-554	227	6	not	not	PART
cte-554	227	7	previously	previously	ADV
cte-554	227	8	used	use	VERB
cte-554	227	9	in	in	ADP
cte-554	227	10	training	training	NOUN
cte-554	227	11	was	be	AUX
cte-554	227	12	taken	take	VERB
cte-554	227	13	and	and	CCONJ
cte-554	227	14	testing	testing	NOUN
cte-554	227	15	was	be	AUX
cte-554	227	16	carried	carry	VERB
cte-554	227	17	out	out	ADP
cte-554	227	18	.	.	PUNCT
cte-554	228	1	a	a	DET
cte-554	228	2	total	total	NOUN
cte-554	228	3	of	of	ADP
cte-554	228	4	32	32	NUM
cte-554	228	5	experiments	experiment	NOUN
cte-554	228	6	were	be	AUX
cte-554	228	7	conducted	conduct	VERB
cte-554	228	8	,	,	PUNCT
cte-554	228	9	8	8	NUM
cte-554	228	10	experiments	experiment	NOUN
cte-554	228	11	were	be	AUX
cte-554	228	12	run	run	VERB
cte-554	228	13	for	for	ADP
cte-554	228	14	each	each	DET
cte-554	228	15	type	type	NOUN
cte-554	228	16	of	of	ADP
cte-554	228	17	speech	speech	NOUN
cte-554	228	18	disorder	disorder	NOUN
cte-554	228	19	.	.	PUNCT
cte-554	229	1	the	the	DET
cte-554	229	2	minimum	minimum	ADJ
cte-554	229	3	accuracy	accuracy	NOUN
cte-554	229	4	was	be	AUX
cte-554	229	5	0.7293	0.7293	NUM
cte-554	229	6	and	and	CCONJ
cte-554	229	7	the	the	DET
cte-554	229	8	maximum	maximum	NOUN
cte-554	229	9	was	be	AUX
cte-554	229	10	0.8143	0.8143	NUM
cte-554	229	11	.	.	PUNCT
cte-554	230	1	the	the	DET
cte-554	230	2	results	result	NOUN
cte-554	230	3	of	of	ADP
cte-554	230	4	the	the	DET
cte-554	230	5	experiment	experiment	NOUN
cte-554	230	6	are	be	AUX
cte-554	230	7	presented	present	VERB
cte-554	230	8	in	in	ADP
cte-554	230	9	table	table	NOUN
cte-554	230	10	1	1	NUM
cte-554	230	11	.	.	PUNCT
cte-554	231	1	the	the	DET
cte-554	231	2	“	"	PUNCT
cte-554	231	3	pm	pm	NOUN
cte-554	231	4	”	"	PUNCT
cte-554	231	5	column	column	NOUN
cte-554	231	6	is	be	AUX
cte-554	231	7	the	the	DET
cte-554	231	8	class	class	NOUN
cte-554	231	9	to	to	PART
cte-554	231	10	which	which	PRON
cte-554	231	11	the	the	DET
cte-554	231	12	model	model	NOUN
cte-554	231	13	assigned	assign	VERB
cte-554	231	14	the	the	DET
cte-554	231	15	loaded	load	VERB
cte-554	231	16	audio	audio	ADJ
cte-554	231	17	recording	recording	NOUN
cte-554	231	18	,	,	PUNCT
cte-554	231	19	and	and	CCONJ
cte-554	231	20	the	the	DET
cte-554	231	21	“	"	PUNCT
cte-554	231	22	oc	oc	NOUN
cte-554	231	23	”	"	PUNCT
cte-554	231	24	column	column	NOUN
cte-554	231	25	indicates	indicate	VERB
cte-554	231	26	the	the	DET
cte-554	231	27	possibility	possibility	NOUN
cte-554	231	28	that	that	SCONJ
cte-554	231	29	the	the	DET
cte-554	231	30	audio	audio	ADJ
cte-554	231	31	recording	recording	NOUN
cte-554	231	32	is	be	AUX
cte-554	231	33	the	the	DET
cte-554	231	34	class	class	NOUN
cte-554	231	35	that	that	PRON
cte-554	231	36	the	the	DET
cte-554	231	37	pm	pm	NOUN
cte-554	231	38	model	model	NOUN
cte-554	231	39	defined	define	VERB
cte-554	231	40	.	.	PUNCT
cte-554	232	1	161	161	NUM
cte-554	232	2	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	232	3	cte	cte	NOUN
cte-554	232	4	workshop	workshop	NOUN
cte-554	232	5	proceedings	proceeding	NOUN
cte-554	232	6	,	,	PUNCT
cte-554	232	7	2023	2023	NUM
cte-554	232	8	,	,	PUNCT
cte-554	232	9	vol	vol	NOUN
cte-554	232	10	.	.	PUNCT
cte-554	232	11	10	10	NUM
cte-554	232	12	:	:	PUNCT
cte-554	232	13	cited-2022	cited-2022	NOUN
cte-554	232	14	,	,	PUNCT
cte-554	232	15	pp	pp	PROPN
cte-554	232	16	.	.	PUNCT
cte-554	233	1	153	153	NUM
cte-554	233	2	-	-	SYM
cte-554	233	3	166	166	NUM
cte-554	233	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	233	5	figure	figure	NOUN
cte-554	233	6	2	2	NUM
cte-554	233	7	:	:	PUNCT
cte-554	233	8	the	the	DET
cte-554	233	9	general	general	ADJ
cte-554	233	10	process	process	NOUN
cte-554	233	11	of	of	ADP
cte-554	233	12	recognizing	recognize	VERB
cte-554	233	13	speech	speech	NOUN
cte-554	233	14	defects	defect	NOUN
cte-554	233	15	.	.	PUNCT
cte-554	234	1	the	the	DET
cte-554	234	2	division	division	NOUN
cte-554	234	3	into	into	ADP
cte-554	234	4	speech	speech	NOUN
cte-554	234	5	disorders	disorder	NOUN
cte-554	234	6	is	be	AUX
cte-554	234	7	shown	show	VERB
cte-554	234	8	in	in	ADP
cte-554	234	9	figure	figure	NOUN
cte-554	234	10	3	3	NUM
cte-554	234	11	.	.	PUNCT
cte-554	235	1	the	the	DET
cte-554	235	2	chart	chart	NOUN
cte-554	235	3	in	in	ADP
cte-554	235	4	figure	figure	NOUN
cte-554	235	5	3	3	NUM
cte-554	235	6	shows	show	VERB
cte-554	235	7	data	datum	NOUN
cte-554	235	8	for	for	ADP
cte-554	235	9	each	each	DET
cte-554	235	10	type	type	NOUN
cte-554	235	11	of	of	ADP
cte-554	235	12	speech	speech	NOUN
cte-554	235	13	impairment	impairment	NOUN
cte-554	235	14	,	,	PUNCT
cte-554	235	15	i.e.	i.e.	X
cte-554	235	16	mean	mean	ADJ
cte-554	235	17	value	value	NOUN
cte-554	235	18	from	from	ADP
cte-554	235	19	eight	eight	NUM
cte-554	235	20	experiments	experiment	NOUN
cte-554	235	21	.	.	PUNCT
cte-554	236	1	this	this	DET
cte-554	236	2	chart	chart	NOUN
cte-554	236	3	displays	display	VERB
cte-554	236	4	several	several	ADJ
cte-554	236	5	speech	speech	NOUN
cte-554	236	6	disorders	disorder	NOUN
cte-554	236	7	as	as	ADP
cte-554	236	8	bars	bar	NOUN
cte-554	236	9	growing	grow	VERB
cte-554	236	10	in	in	ADP
cte-554	236	11	a	a	DET
cte-554	236	12	given	give	VERB
cte-554	236	13	direction	direction	NOUN
cte-554	236	14	from	from	ADP
cte-554	236	15	the	the	DET
cte-554	236	16	baseline	baseline	NOUN
cte-554	236	17	.	.	PUNCT
cte-554	237	1	it	it	PRON
cte-554	237	2	can	can	AUX
cte-554	237	3	be	be	AUX
cte-554	237	4	seen	see	VERB
cte-554	237	5	that	that	SCONJ
cte-554	237	6	the	the	DET
cte-554	237	7	highest	high	ADJ
cte-554	237	8	probability	probability	NOUN
cte-554	237	9	of	of	ADP
cte-554	237	10	determining	determine	VERB
cte-554	237	11	dyslalia	dyslalia	PROPN
cte-554	237	12	is	be	AUX
cte-554	237	13	78.78	78.78	NUM
cte-554	237	14	%	%	NOUN
cte-554	237	15	,	,	PUNCT
cte-554	237	16	the	the	DET
cte-554	237	17	next	next	ADJ
cte-554	237	18	violation	violation	NOUN
cte-554	237	19	is	be	AUX
cte-554	237	20	dyslexia	dyslexia	NOUN
cte-554	237	21	–	–	PUNCT
cte-554	237	22	78.74	78.74	NUM
cte-554	237	23	%	%	NOUN
cte-554	237	24	,	,	PUNCT
cte-554	237	25	followed	follow	VERB
cte-554	237	26	by	by	ADP
cte-554	237	27	stuttering	stutter	VERB
cte-554	237	28	with	with	ADP
cte-554	237	29	77.55	77.55	NUM
cte-554	237	30	%	%	NOUN
cte-554	237	31	,	,	PUNCT
cte-554	237	32	and	and	CCONJ
cte-554	237	33	the	the	DET
cte-554	237	34	last	last	ADJ
cte-554	237	35	violation	violation	NOUN
cte-554	237	36	is	be	AUX
cte-554	237	37	dysphonia	dysphonia	NOUN
cte-554	237	38	with	with	ADP
cte-554	237	39	76.25	76.25	NUM
cte-554	237	40	%	%	NOUN
cte-554	237	41	probability	probability	NOUN
cte-554	237	42	.	.	PUNCT
cte-554	238	1	during	during	ADP
cte-554	238	2	the	the	DET
cte-554	238	3	experiment	experiment	NOUN
cte-554	238	4	,	,	PUNCT
cte-554	238	5	audio	audio	ADJ
cte-554	238	6	recordings	recording	NOUN
cte-554	238	7	of	of	ADP
cte-554	238	8	children	child	NOUN
cte-554	238	9	with	with	ADP
cte-554	238	10	speech	speech	NOUN
cte-554	238	11	impairments	impairment	NOUN
cte-554	238	12	were	be	AUX
cte-554	238	13	collected	collect	VERB
cte-554	238	14	for	for	ADP
cte-554	238	15	each	each	DET
cte-554	238	16	class	class	NOUN
cte-554	238	17	.	.	PUNCT
cte-554	239	1	the	the	DET
cte-554	239	2	age	age	NOUN
cte-554	239	3	of	of	ADP
cte-554	239	4	the	the	DET
cte-554	239	5	children	child	NOUN
cte-554	239	6	in	in	ADP
cte-554	239	7	the	the	DET
cte-554	239	8	audio	audio	ADJ
cte-554	239	9	files	file	NOUN
cte-554	239	10	ranges	range	VERB
cte-554	239	11	from	from	ADP
cte-554	239	12	5	5	NUM
cte-554	239	13	to	to	PART
cte-554	239	14	14	14	NUM
cte-554	239	15	years	year	NOUN
cte-554	239	16	old	old	ADJ
cte-554	239	17	.	.	PUNCT
cte-554	240	1	to	to	PART
cte-554	240	2	analyze	analyze	VERB
cte-554	240	3	the	the	DET
cte-554	240	4	satisfactory	satisfactory	ADJ
cte-554	240	5	training	training	NOUN
cte-554	240	6	of	of	ADP
cte-554	240	7	the	the	DET
cte-554	240	8	trained	train	VERB
cte-554	240	9	convolutional	convolutional	ADJ
cte-554	240	10	neural	neural	ADJ
cte-554	240	11	network	network	NOUN
cte-554	240	12	model	model	NOUN
cte-554	240	13	,	,	PUNCT
cte-554	240	14	each	each	DET
cte-554	240	15	class	class	NOUN
cte-554	240	16	was	be	AUX
cte-554	240	17	carried	carry	VERB
cte-554	240	18	out	out	ADP
cte-554	240	19	on	on	ADP
cte-554	240	20	a	a	DET
cte-554	240	21	test	test	NOUN
cte-554	240	22	set	set	NOUN
cte-554	240	23	,	,	PUNCT
cte-554	240	24	the	the	DET
cte-554	240	25	number	number	NOUN
cte-554	240	26	of	of	ADP
cte-554	240	27	audio	audio	NOUN
cte-554	240	28	tracks	track	NOUN
cte-554	240	29	is	be	AUX
cte-554	240	30	different	different	ADJ
cte-554	240	31	.	.	PUNCT
cte-554	241	1	the	the	DET
cte-554	241	2	result	result	NOUN
cte-554	241	3	of	of	ADP
cte-554	241	4	the	the	DET
cte-554	241	5	experiment	experiment	NOUN
cte-554	241	6	is	be	AUX
cte-554	241	7	presented	present	VERB
cte-554	241	8	in	in	ADP
cte-554	241	9	table	table	NOUN
cte-554	241	10	2	2	NUM
cte-554	241	11	.	.	PUNCT
cte-554	242	1	as	as	ADP
cte-554	242	2	a	a	DET
cte-554	242	3	result	result	NOUN
cte-554	242	4	of	of	ADP
cte-554	242	5	this	this	DET
cte-554	242	6	experiment	experiment	NOUN
cte-554	242	7	,	,	PUNCT
cte-554	242	8	it	it	PRON
cte-554	242	9	was	be	AUX
cte-554	242	10	concluded	conclude	VERB
cte-554	242	11	that	that	SCONJ
cte-554	242	12	the	the	DET
cte-554	242	13	successful	successful	ADJ
cte-554	242	14	identification	identification	NOUN
cte-554	242	15	of	of	ADP
cte-554	242	16	trained	train	VERB
cte-554	242	17	classes	class	NOUN
cte-554	242	18	:	:	PUNCT
cte-554	242	19	dyslexia	dyslexia	NOUN
cte-554	242	20	,	,	PUNCT
cte-554	242	21	stuttering	stuttering	NOUN
cte-554	242	22	,	,	PUNCT
cte-554	242	23	difsonia	difsonia	NOUN
cte-554	242	24	and	and	CCONJ
cte-554	242	25	dyslalia	dyslalia	PROPN
cte-554	242	26	is	be	AUX
cte-554	242	27	77	77	NUM
cte-554	242	28	-	-	SYM
cte-554	242	29	79	79	NUM
cte-554	242	30	%	%	NOUN
cte-554	242	31	.	.	PUNCT
cte-554	243	1	this	this	PRON
cte-554	243	2	is	be	AUX
cte-554	243	3	a	a	DET
cte-554	243	4	correct	correct	ADJ
cte-554	243	5	result	result	NOUN
cte-554	243	6	and	and	CCONJ
cte-554	243	7	allows	allow	VERB
cte-554	243	8	you	you	PRON
cte-554	243	9	to	to	PART
cte-554	243	10	accurately	accurately	ADV
cte-554	243	11	determine	determine	VERB
cte-554	243	12	the	the	DET
cte-554	243	13	likely	likely	ADJ
cte-554	243	14	violation	violation	NOUN
cte-554	243	15	in	in	ADP
cte-554	243	16	the	the	DET
cte-554	243	17	child	child	NOUN
cte-554	243	18	’s	’s	PART
cte-554	243	19	speech	speech	NOUN
cte-554	243	20	.	.	PUNCT
cte-554	244	1	162	162	NUM
cte-554	244	2	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	244	3	cte	cte	NOUN
cte-554	244	4	workshop	workshop	NOUN
cte-554	244	5	proceedings	proceeding	NOUN
cte-554	244	6	,	,	PUNCT
cte-554	244	7	2023	2023	NUM
cte-554	244	8	,	,	PUNCT
cte-554	244	9	vol	vol	NOUN
cte-554	244	10	.	.	PUNCT
cte-554	245	1	10	10	NUM
cte-554	245	2	:	:	PUNCT
cte-554	245	3	cited-2022	cited-2022	NOUN
cte-554	245	4	,	,	PUNCT
cte-554	245	5	pp	pp	PROPN
cte-554	245	6	.	.	PUNCT
cte-554	246	1	153	153	NUM
cte-554	246	2	-	-	SYM
cte-554	246	3	166	166	NUM
cte-554	246	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	246	5	table	table	NOUN
cte-554	246	6	1	1	NUM
cte-554	246	7	the	the	DET
cte-554	246	8	result	result	NOUN
cte-554	246	9	of	of	ADP
cte-554	246	10	the	the	DET
cte-554	246	11	experiment	experiment	NOUN
cte-554	246	12	.	.	PUNCT
cte-554	247	1	experiment	experiment	NOUN
cte-554	247	2	number	number	NOUN
cte-554	247	3	oc	oc	NOUN
cte-554	247	4	,	,	PUNCT
cte-554	247	5	%	%	INTJ
cte-554	247	6	pm	pm	NOUN
cte-554	247	7	1	1	NUM
cte-554	248	1	78,55	78,55	NOUN
cte-554	248	2	dyslalia	dyslalia	NOUN
cte-554	248	3	2	2	NUM
cte-554	248	4	80,22	80,22	NOUN
cte-554	248	5	dyslalia	dyslalia	NOUN
cte-554	248	6	3	3	NUM
cte-554	248	7	80,06	80,06	PROPN
cte-554	248	8	dyslalia	dyslalia	NOUN
cte-554	248	9	4	4	NUM
cte-554	248	10	79,76	79,76	NOUN
cte-554	248	11	dyslalia	dyslalia	NOUN
cte-554	248	12	5	5	NUM
cte-554	249	1	76,44	76,44	NUM
cte-554	249	2	dyslalia	dyslalia	NOUN
cte-554	249	3	6	6	NUM
cte-554	249	4	79,05	79,05	NUM
cte-554	249	5	dyslalia	dyslalia	NOUN
cte-554	249	6	7	7	NUM
cte-554	249	7	78,65	78,65	NUM
cte-554	249	8	dyslalia	dyslalia	NOUN
cte-554	249	9	8	8	NUM
cte-554	249	10	77,54	77,54	NUM
cte-554	249	11	dyslalia	dyslalia	NOUN
cte-554	249	12	9	9	NUM
cte-554	249	13	78,54	78,54	NUM
cte-554	249	14	dyslexia	dyslexia	NOUN
cte-554	249	15	10	10	NUM
cte-554	249	16	81,1	81,1	PROPN
cte-554	249	17	dyslexia	dyslexia	NOUN
cte-554	249	18	11	11	NUM
cte-554	249	19	77,65	77,65	NUM
cte-554	249	20	dyslexia	dyslexia	NOUN
cte-554	249	21	12	12	NUM
cte-554	249	22	79,08	79,08	NUM
cte-554	249	23	dyslexia	dyslexia	NOUN
cte-554	249	24	13	13	NUM
cte-554	249	25	78,77	78,77	NUM
cte-554	249	26	dyslexia	dyslexia	NOUN
cte-554	249	27	14	14	NUM
cte-554	249	28	78,51	78,51	NOUN
cte-554	249	29	dyslexia	dyslexia	NOUN
cte-554	249	30	15	15	NUM
cte-554	249	31	78,12	78,12	PROPN
cte-554	249	32	dyslexia	dyslexia	NOUN
cte-554	249	33	16	16	NUM
cte-554	249	34	78,19	78,19	PROPN
cte-554	249	35	dyslexia	dyslexia	NOUN
cte-554	249	36	17	17	NUM
cte-554	249	37	75,92	75,92	NUM
cte-554	249	38	dysphonia	dysphonia	NOUN
cte-554	249	39	18	18	NUM
cte-554	249	40	77,1	77,1	NUM
cte-554	249	41	dysphonia	dysphonia	NOUN
cte-554	249	42	19	19	NUM
cte-554	249	43	75,92	75,92	NUM
cte-554	249	44	dysphonia	dysphonia	NOUN
cte-554	249	45	20	20	NUM
cte-554	249	46	76,91	76,91	NOUN
cte-554	249	47	dysphonia	dysphonia	NOUN
cte-554	249	48	21	21	NUM
cte-554	249	49	75,03	75,03	NOUN
cte-554	249	50	dysphonia	dysphonia	NOUN
cte-554	249	51	22	22	NUM
cte-554	249	52	77,12	77,12	NOUN
cte-554	249	53	dysphonia	dysphonia	NOUN
cte-554	249	54	23	23	NUM
cte-554	249	55	75,5	75,5	NUM
cte-554	249	56	dysphonia	dysphonia	NOUN
cte-554	249	57	24	24	NUM
cte-554	249	58	76,51	76,51	NUM
cte-554	249	59	dysphonia	dysphonia	NOUN
cte-554	249	60	25	25	NUM
cte-554	249	61	76,43	76,43	VERB
cte-554	249	62	stuttering	stutter	VERB
cte-554	249	63	26	26	NUM
cte-554	249	64	76,49	76,49	ADJ
cte-554	249	65	stuttering	stutter	VERB
cte-554	249	66	27	27	NUM
cte-554	249	67	76,74	76,74	NOUN
cte-554	249	68	stuttering	stutter	VERB
cte-554	249	69	28	28	NUM
cte-554	249	70	81,43	81,43	NUM
cte-554	249	71	stuttering	stutter	VERB
cte-554	249	72	29	29	NUM
cte-554	249	73	75,23	75,23	PROPN
cte-554	249	74	stuttering	stutter	VERB
cte-554	249	75	30	30	NUM
cte-554	249	76	77,81	77,81	NOUN
cte-554	249	77	stuttering	stutter	VERB
cte-554	249	78	31	31	NUM
cte-554	249	79	76,87	76,87	NOUN
cte-554	249	80	stuttering	stutter	VERB
cte-554	249	81	32	32	NUM
cte-554	249	82	79,4	79,4	NOUN
cte-554	249	83	stuttering	stutter	VERB
cte-554	249	84	6	6	NUM
cte-554	249	85	.	.	PUNCT
cte-554	250	1	conclusions	conclusion	NOUN
cte-554	250	2	the	the	DET
cte-554	250	3	subject	subject	NOUN
cte-554	250	4	of	of	ADP
cte-554	250	5	the	the	DET
cte-554	250	6	study	study	NOUN
cte-554	250	7	is	be	AUX
cte-554	250	8	the	the	DET
cte-554	250	9	models	model	NOUN
cte-554	250	10	and	and	CCONJ
cte-554	250	11	methods	method	NOUN
cte-554	250	12	of	of	ADP
cte-554	250	13	convolutional	convolutional	ADJ
cte-554	250	14	neural	neural	ADJ
cte-554	250	15	networks	network	NOUN
cte-554	250	16	for	for	ADP
cte-554	250	17	detecting	detect	VERB
cte-554	250	18	speech	speech	NOUN
cte-554	250	19	defects	defect	NOUN
cte-554	250	20	in	in	ADP
cte-554	250	21	children	child	NOUN
cte-554	250	22	.	.	PUNCT
cte-554	251	1	classes	class	NOUN
cte-554	251	2	of	of	ADP
cte-554	251	3	disturbances	disturbance	NOUN
cte-554	251	4	in	in	ADP
cte-554	251	5	speech	speech	NOUN
cte-554	251	6	were	be	AUX
cte-554	251	7	preliminarily	preliminarily	ADV
cte-554	251	8	investigated	investigate	VERB
cte-554	251	9	.	.	PUNCT
cte-554	252	1	on	on	ADP
cte-554	252	2	the	the	DET
cte-554	252	3	basis	basis	NOUN
cte-554	252	4	of	of	ADP
cte-554	252	5	these	these	DET
cte-554	252	6	data	datum	NOUN
cte-554	252	7	,	,	PUNCT
cte-554	252	8	a	a	DET
cte-554	252	9	general	general	ADJ
cte-554	252	10	mathematical	mathematical	ADJ
cte-554	252	11	model	model	NOUN
cte-554	252	12	of	of	ADP
cte-554	252	13	speech	speech	NOUN
cte-554	252	14	impairment	impairment	NOUN
cte-554	252	15	in	in	ADP
cte-554	252	16	children	child	NOUN
cte-554	252	17	was	be	AUX
cte-554	252	18	built	build	VERB
cte-554	252	19	.	.	PUNCT
cte-554	253	1	the	the	DET
cte-554	253	2	paper	paper	NOUN
cte-554	253	3	presents	present	VERB
cte-554	253	4	the	the	DET
cte-554	253	5	results	result	NOUN
cte-554	253	6	of	of	ADP
cte-554	253	7	the	the	DET
cte-554	253	8	analysis	analysis	NOUN
cte-554	253	9	of	of	ADP
cte-554	253	10	studies	study	NOUN
cte-554	253	11	on	on	ADP
cte-554	253	12	the	the	DET
cte-554	253	13	use	use	NOUN
cte-554	253	14	of	of	ADP
cte-554	253	15	convolutional	convolutional	ADJ
cte-554	253	16	neural	neural	ADJ
cte-554	253	17	networks	network	NOUN
cte-554	253	18	for	for	ADP
cte-554	253	19	the	the	DET
cte-554	253	20	recognition	recognition	NOUN
cte-554	253	21	of	of	ADP
cte-554	253	22	sound	sound	ADJ
cte-554	253	23	information	information	NOUN
cte-554	253	24	.	.	PUNCT
cte-554	254	1	the	the	DET
cte-554	254	2	analysis	analysis	NOUN
cte-554	254	3	showed	show	VERB
cte-554	254	4	that	that	SCONJ
cte-554	254	5	convolutional	convolutional	ADJ
cte-554	254	6	neural	neural	ADJ
cte-554	254	7	network	network	NOUN
cte-554	254	8	models	model	NOUN
cte-554	254	9	can	can	AUX
cte-554	254	10	be	be	AUX
cte-554	254	11	successfully	successfully	ADV
cte-554	254	12	used	use	VERB
cte-554	254	13	to	to	PART
cte-554	254	14	classify	classify	VERB
cte-554	254	15	speech	speech	NOUN
cte-554	254	16	defects	defect	NOUN
cte-554	254	17	.	.	PUNCT
cte-554	255	1	but	but	CCONJ
cte-554	255	2	the	the	DET
cte-554	255	3	results	result	NOUN
cte-554	255	4	that	that	PRON
cte-554	255	5	are	be	AUX
cte-554	255	6	available	available	ADJ
cte-554	255	7	today	today	NOUN
cte-554	255	8	have	have	AUX
cte-554	255	9	not	not	PART
cte-554	255	10	been	be	AUX
cte-554	255	11	applied	apply	VERB
cte-554	255	12	to	to	ADP
cte-554	255	13	speech	speech	NOUN
cte-554	255	14	in	in	ADP
cte-554	255	15	ukrainian	ukrainian	PROPN
cte-554	255	16	.	.	PUNCT
cte-554	256	1	therefore	therefore	ADV
cte-554	256	2	,	,	PUNCT
cte-554	256	3	an	an	DET
cte-554	256	4	architectural	architectural	ADJ
cte-554	256	5	163	163	NUM
cte-554	256	6	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	256	7	cte	cte	NOUN
cte-554	256	8	workshop	workshop	NOUN
cte-554	256	9	proceedings	proceeding	NOUN
cte-554	256	10	,	,	PUNCT
cte-554	256	11	2023	2023	NUM
cte-554	256	12	,	,	PUNCT
cte-554	256	13	vol	vol	NOUN
cte-554	256	14	.	.	PUNCT
cte-554	257	1	10	10	NUM
cte-554	257	2	:	:	PUNCT
cte-554	257	3	cited-2022	cited-2022	NOUN
cte-554	257	4	,	,	PUNCT
cte-554	257	5	pp	pp	PROPN
cte-554	257	6	.	.	PUNCT
cte-554	258	1	153	153	NUM
cte-554	258	2	-	-	SYM
cte-554	258	3	166	166	NUM
cte-554	258	4	https://doi.org/10.55056/cte.554	https://doi.org/10.55056/cte.554	PROPN
cte-554	258	5	figure	figure	NOUN
cte-554	258	6	3	3	NUM
cte-554	258	7	:	:	PUNCT
cte-554	258	8	the	the	DET
cte-554	258	9	values	value	NOUN
cte-554	258	10	for	for	ADP
cte-554	258	11	each	each	DET
cte-554	258	12	speech	speech	NOUN
cte-554	258	13	defects	defect	NOUN
cte-554	258	14	.	.	PUNCT
cte-554	259	1	table	table	NOUN
cte-554	259	2	2	2	NUM
cte-554	259	3	the	the	DET
cte-554	259	4	result	result	NOUN
cte-554	259	5	of	of	ADP
cte-554	259	6	the	the	DET
cte-554	259	7	experiment	experiment	NOUN
cte-554	259	8	.	.	PUNCT
cte-554	260	1	dyslexia	dyslexia	NOUN
cte-554	260	2	stuttering	stutter	VERB
cte-554	260	3	dysphonia	dysphonia	NOUN
cte-554	260	4	dyslalia	dyslalia	ADJ
cte-554	260	5	number	number	NOUN
cte-554	260	6	of	of	ADP
cte-554	260	7	audio	audio	ADJ
cte-554	260	8	files	file	NOUN
cte-554	260	9	22	22	NUM
cte-554	260	10	19	19	NUM
cte-554	260	11	17	17	NUM
cte-554	260	12	18	18	NUM
cte-554	260	13	number	number	NOUN
cte-554	260	14	of	of	ADP
cte-554	260	15	recognitions	recognition	NOUN
cte-554	260	16	17	17	NUM
cte-554	260	17	15	15	NUM
cte-554	260	18	13	13	NUM
cte-554	260	19	14	14	NUM
cte-554	260	20	percentage	percentage	NOUN
cte-554	260	21	of	of	ADP
cte-554	260	22	successful	successful	ADJ
cte-554	260	23	recognition	recognition	NOUN
cte-554	260	24	77.25	77.25	NUM
cte-554	260	25	78.95	78.95	NUM
cte-554	260	26	76.45	76.45	NUM
cte-554	260	27	77.80	77.80	NUM
cte-554	260	28	model	model	NOUN
cte-554	260	29	and	and	CCONJ
cte-554	260	30	structure	structure	NOUN
cte-554	260	31	of	of	ADP
cte-554	260	32	a	a	DET
cte-554	260	33	convolutional	convolutional	ADJ
cte-554	260	34	neural	neural	ADJ
cte-554	260	35	network	network	NOUN
cte-554	260	36	for	for	ADP
cte-554	260	37	speech	speech	NOUN
cte-554	260	38	defect	defect	NOUN
cte-554	260	39	recognition	recognition	NOUN
cte-554	260	40	was	be	AUX
cte-554	260	41	developed	develop	VERB
cte-554	260	42	.	.	PUNCT
cte-554	261	1	experiments	experiment	NOUN
cte-554	261	2	have	have	AUX
cte-554	261	3	been	be	AUX
cte-554	261	4	conducted	conduct	VERB
cte-554	261	5	that	that	PRON
cte-554	261	6	have	have	AUX
cte-554	261	7	shown	show	VERB
cte-554	261	8	a	a	DET
cte-554	261	9	successful	successful	ADJ
cte-554	261	10	definition	definition	NOUN
cte-554	261	11	of	of	ADP
cte-554	261	12	classes	class	NOUN
cte-554	261	13	of	of	ADP
cte-554	261	14	defects	defect	NOUN
cte-554	261	15	:	:	PUNCT
cte-554	261	16	dyslexia	dyslexia	NOUN
cte-554	261	17	,	,	PUNCT
cte-554	261	18	stuttering	stuttering	NOUN
cte-554	261	19	,	,	PUNCT
cte-554	261	20	difsonia	difsonia	NOUN
cte-554	261	21	and	and	CCONJ
cte-554	261	22	dyslalia	dyslalia	PROPN
cte-554	261	23	is	be	AUX
cte-554	261	24	77	77	NUM
cte-554	261	25	-	-	SYM
cte-554	261	26	79	79	NUM
cte-554	261	27	%	%	NOUN
cte-554	261	28	.	.	PUNCT
cte-554	262	1	the	the	DET
cte-554	262	2	next	next	ADJ
cte-554	262	3	step	step	NOUN
cte-554	262	4	will	will	AUX
cte-554	262	5	be	be	AUX
cte-554	262	6	to	to	PART
cte-554	262	7	expand	expand	VERB
cte-554	262	8	to	to	PART
cte-554	262	9	cover	cover	VERB
cte-554	262	10	a	a	DET
cte-554	262	11	wider	wide	ADJ
cte-554	262	12	range	range	NOUN
cte-554	262	13	of	of	ADP
cte-554	262	14	speech	speech	NOUN
cte-554	262	15	deficiencies	deficiency	NOUN
cte-554	262	16	and	and	CCONJ
cte-554	262	17	deviations	deviation	NOUN
cte-554	262	18	.	.	PUNCT
cte-554	263	1	references	reference	NOUN
cte-554	263	2	[	[	X
cte-554	263	3	1	1	NUM
cte-554	263	4	]	]	X
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cte-554	263	6	,	,	PUNCT
cte-554	263	7	m.	m.	NOUN
cte-554	263	8	,	,	PUNCT
cte-554	263	9	samad	samad	PROPN
cte-554	263	10	,	,	PUNCT
cte-554	263	11	m.	m.	NOUN
cte-554	263	12	,	,	PUNCT
cte-554	263	13	vidyaratne	vidyaratne	PROPN
cte-554	263	14	,	,	PUNCT
cte-554	263	15	l.	l.	PROPN
cte-554	263	16	,	,	PUNCT
cte-554	263	17	glandon	glandon	PROPN
cte-554	263	18	,	,	PUNCT
cte-554	263	19	a.	a.	NOUN
cte-554	263	20	and	and	CCONJ
cte-554	263	21	iftekharuddin	iftekharuddin	PROPN
cte-554	263	22	,	,	PUNCT
cte-554	263	23	k.	k.	PROPN
cte-554	263	24	,	,	PUNCT
cte-554	263	25	2020	2020	NUM
cte-554	263	26	.	.	PUNCT
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cte-554	264	2	on	on	ADP
cte-554	264	3	deep	deep	ADJ
cte-554	264	4	neural	neural	ADJ
cte-554	264	5	networks	network	NOUN
cte-554	264	6	in	in	ADP
cte-554	264	7	speech	speech	NOUN
cte-554	264	8	and	and	CCONJ
cte-554	264	9	vision	vision	NOUN
cte-554	264	10	systems	system	NOUN
cte-554	264	11	.	.	PUNCT
cte-554	265	1	neurocomputing	neurocomputing	NOUN
cte-554	265	2	,	,	PUNCT
cte-554	265	3	417	417	NUM
cte-554	265	4	,	,	PUNCT
cte-554	265	5	pp.302–321	pp.302–321	PROPN
cte-554	265	6	.	.	PUNCT
cte-554	265	7	available	available	ADJ
cte-554	265	8	from	from	ADP
cte-554	265	9	:	:	PUNCT
cte-554	265	10	https://doi.org/10.1016/j.neucom.2020.07.053	https://doi.org/10.1016/j.neucom.2020.07.053	NOUN
cte-554	265	11	.	.	PUNCT
cte-554	266	1	[	[	X
cte-554	266	2	2	2	NUM
cte-554	266	3	]	]	X
cte-554	266	4	bahuleyan	bahuleyan	PROPN
cte-554	266	5	,	,	PUNCT
cte-554	266	6	h.	h.	PROPN
cte-554	266	7	,	,	PUNCT
cte-554	266	8	2018	2018	NUM
cte-554	266	9	.	.	PUNCT
cte-554	267	1	music	music	NOUN
cte-554	267	2	genre	genre	NOUN
cte-554	267	3	classification	classification	NOUN
cte-554	267	4	using	use	VERB
cte-554	267	5	machine	machine	NOUN
cte-554	267	6	learning	learn	VERB
cte-554	267	7	techniques	technique	NOUN
cte-554	267	8	.	.	PUNCT
cte-554	268	1	available	available	ADJ
cte-554	268	2	from	from	ADP
cte-554	268	3	:	:	PUNCT
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cte-554	268	5	.	.	PUNCT
cte-554	269	1	[	[	X
cte-554	269	2	3	3	NUM
cte-554	269	3	]	]	X
cte-554	269	4	boryak	boryak	NOUN
cte-554	269	5	,	,	PUNCT
cte-554	269	6	o.v	o.v	PROPN
cte-554	269	7	.	.	PROPN
cte-554	269	8	,	,	PUNCT
cte-554	269	9	2016	2016	NUM
cte-554	269	10	.	.	PUNCT
cte-554	270	1	the	the	DET
cte-554	270	2	specifity	specifity	NOUN
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cte-554	270	4	a	a	DET
cte-554	270	5	cognitive	cognitive	ADJ
cte-554	270	6	component	component	NOUN
cte-554	270	7	in	in	ADP
cte-554	270	8	the	the	DET
cte-554	270	9	speech	speech	NOUN
cte-554	270	10	activity	activity	NOUN
cte-554	270	11	at	at	ADP
cte-554	270	12	mental	mental	ADJ
cte-554	270	13	164	164	NUM
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cte-554	270	22	,	,	PUNCT
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cte-554	270	26	:	:	PUNCT
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cte-554	270	28	,	,	PUNCT
cte-554	270	29	pp	pp	PROPN
cte-554	270	30	.	.	PUNCT
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cte-554	270	32	-	-	SYM
cte-554	270	33	166	166	NUM
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cte-554	270	36	.	.	PUNCT
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cte-554	272	3	,	,	PUNCT
cte-554	272	4	7(1	7(1	NUM
cte-554	272	5	)	)	PUNCT
cte-554	272	6	,	,	PUNCT
cte-554	272	7	pp.38–49	pp.38–49	PROPN
cte-554	272	8	.	.	PUNCT
cte-554	273	1	available	available	ADJ
cte-554	273	2	from	from	ADP
cte-554	273	3	:	:	PUNCT
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cte-554	273	5	.	.	PUNCT
cte-554	274	1	[	[	X
cte-554	274	2	4	4	NUM
cte-554	274	3	]	]	X
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cte-554	274	5	,	,	PUNCT
cte-554	274	6	k.	k.	PROPN
cte-554	274	7	,	,	PUNCT
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cte-554	274	9	,	,	PUNCT
cte-554	274	10	k.	k.	PROPN
cte-554	274	11	and	and	CCONJ
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cte-554	274	13	,	,	PUNCT
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cte-554	274	15	,	,	PUNCT
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cte-554	274	17	.	.	PUNCT
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cte-554	275	4	,	,	PUNCT
cte-554	275	5	164	164	NUM
cte-554	275	6	,	,	PUNCT
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cte-554	275	8	.	.	PUNCT
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cte-554	277	1	available	available	ADJ
cte-554	277	2	from	from	ADP
cte-554	277	3	:	:	PUNCT
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cte-554	278	3	]	]	SYM
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cte-554	278	20	and	and	CCONJ
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cte-554	278	22	,	,	PUNCT
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cte-554	278	27	.	.	PUNCT
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cte-554	280	2	ieee	ieee	PROPN
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cte-554	280	5	,	,	PUNCT
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cte-554	280	10	(	(	PUNCT
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cte-554	280	13	.	.	PUNCT
cte-554	281	1	pp.1–4	pp.1–4	NOUN
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cte-554	282	5	.	.	PUNCT
cte-554	283	1	[	[	X
cte-554	283	2	6	6	NUM
cte-554	283	3	]	]	PUNCT
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cte-554	285	2	:	:	PUNCT
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cte-554	285	32	,	,	PUNCT
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cte-554	285	34	.	.	PUNCT
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cte-554	286	6	,	,	PUNCT
cte-554	286	7	vol	vol	NOUN
cte-554	286	8	.	.	NOUN
cte-554	286	9	2257	2257	NUM
cte-554	286	10	,	,	PUNCT
cte-554	286	11	pp.237–246	pp.237–246	PROPN
cte-554	286	12	.	.	PROPN
cte-554	286	13	available	available	ADJ
cte-554	286	14	from	from	ADP
cte-554	286	15	:	:	PUNCT
cte-554	286	16	http://ceur-ws.org/vol-2257/paper24.pdf	http://ceur-ws.org/vol-2257/paper24.pdf	NOUN
cte-554	286	17	.	.	PUNCT
cte-554	287	1	[	[	X
cte-554	287	2	7	7	NUM
cte-554	287	3	]	]	X
cte-554	287	4	kondratenko	kondratenko	PROPN
cte-554	287	5	,	,	PUNCT
cte-554	287	6	y.	y.	PROPN
cte-554	287	7	,	,	PUNCT
cte-554	287	8	atamanyuk	atamanyuk	NOUN
cte-554	287	9	,	,	PUNCT
cte-554	287	10	i.	i.	PROPN
cte-554	287	11	,	,	PUNCT
cte-554	287	12	sidenko	sidenko	PROPN
cte-554	287	13	,	,	PUNCT
cte-554	287	14	i.	i.	PROPN
cte-554	287	15	,	,	PUNCT
cte-554	287	16	kondratenko	kondratenko	PROPN
cte-554	287	17	,	,	PUNCT
cte-554	287	18	g.	g.	PROPN
cte-554	287	19	and	and	CCONJ
cte-554	287	20	sichevskyi	sichevskyi	PROPN
cte-554	287	21	,	,	PUNCT
cte-554	287	22	s.	s.	PROPN
cte-554	287	23	,	,	PUNCT
cte-554	287	24	2022	2022	NUM
cte-554	287	25	.	.	PUNCT
cte-554	287	26	machine	machine	NOUN
cte-554	287	27	learning	learn	VERB
cte-554	287	28	techniques	technique	NOUN
cte-554	287	29	for	for	ADP
cte-554	287	30	increasing	increase	VERB
cte-554	287	31	efficiency	efficiency	NOUN
cte-554	287	32	of	of	ADP
cte-554	287	33	the	the	DET
cte-554	287	34	robot	robot	NOUN
cte-554	287	35	’s	’s	PART
cte-554	287	36	sensor	sensor	PROPN
cte-554	287	37	and	and	CCONJ
cte-554	287	38	control	control	NOUN
cte-554	287	39	information	information	NOUN
cte-554	287	40	processing	processing	NOUN
cte-554	287	41	.	.	PUNCT
cte-554	288	1	sensors	sensor	NOUN
cte-554	288	2	,	,	PUNCT
cte-554	288	3	22(3	22(3	NUM
cte-554	288	4	)	)	PUNCT
cte-554	288	5	,	,	PUNCT
cte-554	288	6	p.1062	p.1062	PRON
cte-554	288	7	.	.	PUNCT
cte-554	289	1	available	available	ADJ
cte-554	289	2	from	from	ADP
cte-554	289	3	:	:	PUNCT
cte-554	289	4	https://doi.org/10.3390/	https://doi.org/10.3390/	PROPN
cte-554	289	5	s22031062	s22031062	ADJ
cte-554	289	6	.	.	PUNCT
cte-554	290	1	[	[	X
cte-554	290	2	8	8	NUM
cte-554	290	3	]	]	X
cte-554	290	4	kourkounakis	kourkounaki	NOUN
cte-554	290	5	,	,	PUNCT
cte-554	290	6	t.	t.	PROPN
cte-554	290	7	,	,	PUNCT
cte-554	290	8	hajavi	hajavi	PROPN
cte-554	290	9	,	,	PUNCT
cte-554	290	10	a.	a.	NOUN
cte-554	290	11	and	and	CCONJ
cte-554	290	12	etemad	etemad	PROPN
cte-554	290	13	,	,	PUNCT
cte-554	290	14	a.	a.	NOUN
cte-554	290	15	,	,	PUNCT
cte-554	290	16	2020	2020	NUM
cte-554	290	17	.	.	PUNCT
cte-554	291	1	detecting	detect	VERB
cte-554	291	2	multiple	multiple	ADJ
cte-554	291	3	speech	speech	NOUN
cte-554	291	4	disfluencies	disfluency	NOUN
cte-554	291	5	using	use	VERB
cte-554	291	6	a	a	DET
cte-554	291	7	deep	deep	ADJ
cte-554	291	8	residual	residual	ADJ
cte-554	291	9	network	network	NOUN
cte-554	291	10	with	with	ADP
cte-554	291	11	bidirectional	bidirectional	ADJ
cte-554	291	12	long	long	ADJ
cte-554	291	13	short	short	ADJ
cte-554	291	14	-	-	PUNCT
cte-554	291	15	term	term	NOUN
cte-554	291	16	memory	memory	NOUN
cte-554	291	17	.	.	PUNCT
cte-554	292	1	icassp	icassp	VERB
cte-554	292	2	2020	2020	NUM
cte-554	292	3	2020	2020	NUM
cte-554	292	4	ieee	ieee	PROPN
cte-554	292	5	international	international	ADJ
cte-554	292	6	conference	conference	NOUN
cte-554	292	7	on	on	ADP
cte-554	292	8	acoustics	acoustic	NOUN
cte-554	292	9	,	,	PUNCT
cte-554	292	10	speech	speech	NOUN
cte-554	292	11	and	and	CCONJ
cte-554	292	12	signal	signal	NOUN
cte-554	292	13	processing	processing	NOUN
cte-554	292	14	(	(	PUNCT
cte-554	292	15	icassp	icassp	PROPN
cte-554	292	16	)	)	PUNCT
cte-554	292	17	.	.	PUNCT
cte-554	293	1	pp.6089–6093	pp.6089–6093	PROPN
cte-554	293	2	.	.	PUNCT
cte-554	294	1	available	available	ADJ
cte-554	294	2	from	from	ADP
cte-554	294	3	:	:	PUNCT
cte-554	294	4	https://doi.org/10.1109/icassp40776.2020.9053893	https://doi.org/10.1109/icassp40776.2020.9053893	X
cte-554	294	5	.	.	PUNCT
cte-554	295	1	[	[	X
cte-554	295	2	9	9	NUM
cte-554	295	3	]	]	SYM
cte-554	295	4	kourkounakis	kourkounaki	NOUN
cte-554	295	5	,	,	PUNCT
cte-554	295	6	t.	t.	PROPN
cte-554	295	7	,	,	PUNCT
cte-554	295	8	hajavi	hajavi	PROPN
cte-554	295	9	,	,	PUNCT
cte-554	295	10	a.	a.	NOUN
cte-554	295	11	and	and	CCONJ
cte-554	295	12	etemad	etemad	ADJ
cte-554	295	13	,	,	PUNCT
cte-554	295	14	a.	a.	NOUN
cte-554	295	15	,	,	PUNCT
cte-554	295	16	2021	2021	NUM
cte-554	295	17	.	.	PUNCT
cte-554	296	1	fluentnet	fluentnet	NOUN
cte-554	296	2	:	:	PUNCT
cte-554	296	3	end	end	NOUN
cte-554	296	4	-	-	PUNCT
cte-554	296	5	to	to	ADP
cte-554	296	6	-	-	PUNCT
cte-554	296	7	end	end	NOUN
cte-554	296	8	detection	detection	NOUN
cte-554	296	9	of	of	ADP
cte-554	296	10	stuttered	stuttered	ADJ
cte-554	296	11	speech	speech	NOUN
cte-554	296	12	disfluencies	disfluency	NOUN
cte-554	296	13	with	with	ADP
cte-554	296	14	deep	deep	ADJ
cte-554	296	15	learning	learning	NOUN
cte-554	296	16	.	.	PUNCT
cte-554	297	1	ieee	ieee	PROPN
cte-554	297	2	/	/	SYM
cte-554	297	3	acm	acm	PROPN
cte-554	297	4	transactions	transaction	NOUN
cte-554	297	5	on	on	ADP
cte-554	297	6	audio	audio	NOUN
cte-554	297	7	,	,	PUNCT
cte-554	297	8	speech	speech	NOUN
cte-554	297	9	,	,	PUNCT
cte-554	297	10	and	and	CCONJ
cte-554	297	11	language	language	NOUN
cte-554	297	12	processing	processing	NOUN
cte-554	297	13	,	,	PUNCT
cte-554	297	14	29	29	NUM
cte-554	297	15	,	,	PUNCT
cte-554	297	16	pp.2986–2999	pp.2986–2999	NOUN
cte-554	297	17	.	.	PUNCT
cte-554	297	18	available	available	ADJ
cte-554	297	19	from	from	ADP
cte-554	297	20	:	:	PUNCT
cte-554	297	21	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
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cte-554	297	23	.	.	PUNCT
cte-554	298	1	[	[	X
cte-554	298	2	10	10	NUM
cte-554	298	3	]	]	X
cte-554	298	4	latif	latif	PROPN
cte-554	298	5	,	,	PUNCT
cte-554	298	6	s.	s.	PROPN
cte-554	298	7	,	,	PUNCT
cte-554	298	8	rana	rana	PROPN
cte-554	298	9	,	,	PUNCT
cte-554	298	10	r.	r.	PROPN
cte-554	298	11	,	,	PUNCT
cte-554	298	12	khalifa	khalifa	PROPN
cte-554	298	13	,	,	PUNCT
cte-554	298	14	s.	s.	PROPN
cte-554	298	15	,	,	PUNCT
cte-554	298	16	jurdak	jurdak	PROPN
cte-554	298	17	,	,	PUNCT
cte-554	298	18	r.	r.	PROPN
cte-554	298	19	,	,	PUNCT
cte-554	298	20	qadir	qadir	PROPN
cte-554	298	21	,	,	PUNCT
cte-554	298	22	j.	j.	PROPN
cte-554	298	23	and	and	CCONJ
cte-554	298	24	schuller	schuller	PROPN
cte-554	298	25	,	,	PUNCT
cte-554	298	26	b.w	b.w	PROPN
cte-554	298	27	.	.	PROPN
cte-554	298	28	,	,	PUNCT
cte-554	298	29	2021	2021	NUM
cte-554	298	30	.	.	PUNCT
cte-554	299	1	survey	survey	NOUN
cte-554	299	2	of	of	ADP
cte-554	299	3	deep	deep	ADJ
cte-554	299	4	representation	representation	NOUN
cte-554	299	5	learning	learn	VERB
cte-554	299	6	for	for	ADP
cte-554	299	7	speech	speech	NOUN
cte-554	299	8	emotion	emotion	NOUN
cte-554	299	9	recognition	recognition	NOUN
cte-554	299	10	.	.	PUNCT
cte-554	300	1	ieee	ieee	NOUN
cte-554	300	2	transactions	transaction	NOUN
cte-554	300	3	on	on	ADP
cte-554	300	4	affective	affective	ADJ
cte-554	300	5	computing	computing	NOUN
cte-554	300	6	,	,	PUNCT
cte-554	300	7	pp.1–1	pp.1–1	NOUN
cte-554	300	8	.	.	PUNCT
cte-554	301	1	available	available	ADJ
cte-554	301	2	from	from	ADP
cte-554	301	3	:	:	PUNCT
cte-554	301	4	https://doi.org/10.1109/taffc.2021.3114365	https://doi.org/10.1109/taffc.2021.3114365	PROPN
cte-554	301	5	.	.	PUNCT
cte-554	302	1	[	[	X
cte-554	302	2	11	11	NUM
cte-554	302	3	]	]	X
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cte-554	302	5	,	,	PUNCT
cte-554	302	6	i.v	i.v	PROPN
cte-554	302	7	.	.	PROPN
cte-554	302	8	,	,	PUNCT
cte-554	302	9	2017	2017	NUM
cte-554	302	10	.	.	PUNCT
cte-554	303	1	psychological	psychological	ADJ
cte-554	303	2	principals	principal	NOUN
cte-554	303	3	for	for	ADP
cte-554	303	4	communication	communication	NOUN
cte-554	303	5	activity	activity	NOUN
cte-554	303	6	development	development	NOUN
cte-554	303	7	in	in	ADP
cte-554	303	8	senior	senior	ADJ
cte-554	303	9	preschool	preschool	ADJ
cte-554	303	10	age	age	NOUN
cte-554	303	11	children	child	NOUN
cte-554	303	12	with	with	ADP
cte-554	303	13	system	system	NOUN
cte-554	303	14	speech	speech	NOUN
cte-554	303	15	disorders	disorder	NOUN
cte-554	303	16	.	.	PUNCT
cte-554	304	1	the	the	DET
cte-554	304	2	thesis	thesis	NOUN
cte-554	304	3	for	for	ADP
cte-554	304	4	obtaining	obtain	VERB
cte-554	304	5	the	the	DET
cte-554	304	6	scientific	scientific	ADJ
cte-554	304	7	degree	degree	NOUN
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cte-554	304	9	the	the	DET
cte-554	304	10	doctor	doctor	NOUN
cte-554	304	11	of	of	ADP
cte-554	304	12	psychological	psychological	ADJ
cte-554	304	13	sciences	science	NOUN
cte-554	304	14	in	in	ADP
cte-554	304	15	speciality	speciality	NOUN
cte-554	304	16	19.00.08	19.00.08	NUM
cte-554	304	17	.	.	PUNCT
cte-554	304	18	–	–	PUNCT
cte-554	304	19	special	special	ADJ
cte-554	304	20	psychology	psychology	NOUN
cte-554	304	21	.	.	PUNCT
cte-554	305	1	m.	m.	NOUN
cte-554	305	2	p.	p.	PROPN
cte-554	305	3	dragomanov	dragomanov	PROPN
cte-554	305	4	national	national	PROPN
cte-554	305	5	pedagogical	pedagogical	ADJ
cte-554	305	6	university	university	NOUN
cte-554	305	7	,	,	PUNCT
cte-554	305	8	kyiv	kyiv	PROPN
cte-554	305	9	.	.	PUNCT
cte-554	305	10	available	available	ADJ
cte-554	305	11	from	from	ADP
cte-554	305	12	:	:	PUNCT
cte-554	305	13	https://npu.edu.ua/images/file/vidil_aspirant/dicer/%d0%94_26.053.23/martynenko.pdf	https://npu.edu.ua/images/file/vidil_aspirant/dicer/%d0%94_26.053.23/martynenko.pdf	NOUN
cte-554	305	14	.	.	PUNCT
cte-554	306	1	[	[	X
cte-554	306	2	12	12	NUM
cte-554	306	3	]	]	X
cte-554	306	4	medhat	medhat	PROPN
cte-554	306	5	,	,	PUNCT
cte-554	306	6	f.	f.	PROPN
cte-554	306	7	,	,	PUNCT
cte-554	306	8	chesmore	chesmore	PROPN
cte-554	306	9	,	,	PUNCT
cte-554	306	10	d.	d.	PROPN
cte-554	306	11	and	and	CCONJ
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cte-554	306	13	,	,	PUNCT
cte-554	306	14	j.	j.	PROPN
cte-554	306	15	,	,	PUNCT
cte-554	306	16	2017	2017	NUM
cte-554	306	17	.	.	PUNCT
cte-554	306	18	music	music	NOUN
cte-554	306	19	genre	genre	NOUN
cte-554	306	20	classification	classification	NOUN
cte-554	306	21	using	use	VERB
cte-554	306	22	masked	mask	VERB
cte-554	306	23	conditional	conditional	ADJ
cte-554	306	24	neural	neural	ADJ
cte-554	306	25	networks	network	NOUN
cte-554	306	26	.	.	PUNCT
cte-554	307	1	in	in	ADP
cte-554	307	2	:	:	PUNCT
cte-554	307	3	d.	d.	PROPN
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cte-554	307	5	,	,	PUNCT
cte-554	307	6	s.	s.	PROPN
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cte-554	307	8	,	,	PUNCT
cte-554	307	9	y.	y.	PROPN
cte-554	307	10	li	li	PROPN
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cte-554	307	12	d.	d.	PROPN
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cte-554	307	18	-	-	PROPN
cte-554	307	19	alfy	alfy	PROPN
cte-554	307	20	,	,	PUNCT
cte-554	307	21	eds	eds	PROPN
cte-554	307	22	.	.	PUNCT
cte-554	307	23	neural	neural	ADJ
cte-554	307	24	information	information	NOUN
cte-554	307	25	processing	process	VERB
cte-554	307	26	24th	24th	ADJ
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cte-554	307	28	conference	conference	NOUN
cte-554	307	29	,	,	PUNCT
cte-554	307	30	iconip	iconip	VERB
cte-554	307	31	2017	2017	NUM
cte-554	307	32	,	,	PUNCT
cte-554	307	33	guangzhou	guangzhou	PROPN
cte-554	307	34	,	,	PUNCT
cte-554	307	35	china	china	PROPN
cte-554	307	36	,	,	PUNCT
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cte-554	307	38	14	14	NUM
cte-554	307	39	-	-	SYM
cte-554	307	40	18	18	NUM
cte-554	307	41	,	,	PUNCT
cte-554	307	42	2017	2017	NUM
cte-554	307	43	,	,	PUNCT
cte-554	307	44	proceedings	proceeding	NOUN
cte-554	307	45	,	,	PUNCT
cte-554	307	46	part	part	PROPN
cte-554	307	47	ii	ii	PROPN
cte-554	307	48	.	.	PUNCT
cte-554	307	49	springer	springer	NOUN
cte-554	307	50	,	,	PUNCT
cte-554	307	51	lecture	lecture	NOUN
cte-554	307	52	notes	note	NOUN
cte-554	307	53	in	in	ADP
cte-554	307	54	computer	computer	NOUN
cte-554	307	55	science	science	NOUN
cte-554	307	56	,	,	PUNCT
cte-554	307	57	vol	vol	NOUN
cte-554	307	58	.	.	PROPN
cte-554	307	59	10635	10635	NUM
cte-554	307	60	,	,	PUNCT
cte-554	308	1	pp.470–481	pp.470–481	PROPN
cte-554	308	2	.	.	PROPN
cte-554	308	3	available	available	ADJ
cte-554	308	4	from	from	ADP
cte-554	308	5	:	:	PUNCT
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cte-554	308	7	.	.	PUNCT
cte-554	309	1	[	[	X
cte-554	309	2	13	13	NUM
cte-554	309	3	]	]	SYM
cte-554	309	4	purwins	purwin	NOUN
cte-554	309	5	,	,	PUNCT
cte-554	309	6	h.	h.	PROPN
cte-554	309	7	,	,	PUNCT
cte-554	309	8	li	li	PROPN
cte-554	309	9	,	,	PUNCT
cte-554	309	10	b.	b.	PROPN
cte-554	309	11	,	,	PUNCT
cte-554	309	12	virtanen	virtanen	NOUN
cte-554	309	13	,	,	PUNCT
cte-554	309	14	t.	t.	PROPN
cte-554	309	15	,	,	PUNCT
cte-554	309	16	schlüter	schlüter	NOUN
cte-554	309	17	,	,	PUNCT
cte-554	309	18	j.	j.	PROPN
cte-554	309	19	,	,	PUNCT
cte-554	309	20	chang	chang	PROPN
cte-554	309	21	,	,	PUNCT
cte-554	309	22	s.y	s.y	PROPN
cte-554	309	23	.	.	PROPN
cte-554	309	24	and	and	CCONJ
cte-554	309	25	sainath	sainath	NOUN
cte-554	309	26	,	,	PUNCT
cte-554	309	27	t.	t.	PROPN
cte-554	309	28	,	,	PUNCT
cte-554	309	29	2019	2019	NUM
cte-554	309	30	.	.	PUNCT
cte-554	310	1	deep	deep	ADJ
cte-554	310	2	learning	learning	NOUN
cte-554	310	3	for	for	ADP
cte-554	310	4	audio	audio	ADJ
cte-554	310	5	signal	signal	NOUN
cte-554	310	6	processing	processing	NOUN
cte-554	310	7	.	.	PUNCT
cte-554	311	1	ieee	ieee	PROPN
cte-554	311	2	journal	journal	PROPN
cte-554	311	3	of	of	ADP
cte-554	311	4	selected	select	VERB
cte-554	311	5	topics	topic	NOUN
cte-554	311	6	in	in	ADP
cte-554	311	7	signal	signal	ADJ
cte-554	311	8	processing	processing	NOUN
cte-554	311	9	,	,	PUNCT
cte-554	311	10	165	165	NUM
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cte-554	331	13	.	.	PUNCT
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cte-554	332	8	:	:	PUNCT
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cte-554	334	9	1	1	NUM
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