id	sid	tid	token	lemma	pos
easat-1684	1	1	edelweiss	edelweiss	PROPN
easat-1684	1	2	applied	apply	VERB
easat-1684	1	3	science	science	NOUN
easat-1684	1	4	and	and	CCONJ
easat-1684	1	5	technology	technology	NOUN
easat-1684	1	6	issn	issn	PROPN
easat-1684	1	7	:	:	PUNCT
easat-1684	1	8	2576	2576	NUM
easat-1684	1	9	-	-	SYM
easat-1684	1	10	8484	8484	NUM
easat-1684	1	11	vol	vol	NOUN
easat-1684	1	12	.	.	PROPN
easat-1684	1	13	8	8	NUM
easat-1684	1	14	,	,	PUNCT
easat-1684	1	15	no	no	INTJ
easat-1684	1	16	.	.	NOUN
easat-1684	1	17	5	5	NUM
easat-1684	1	18	,	,	PUNCT
easat-1684	1	19	256	256	NUM
easat-1684	1	20	-	-	SYM
easat-1684	1	21	270	270	NUM
easat-1684	1	22	2024	2024	NUM
easat-1684	1	23	publisher	publisher	NOUN
easat-1684	1	24	:	:	PUNCT
easat-1684	1	25	learning	learn	VERB
easat-1684	1	26	gate	gate	NOUN
easat-1684	1	27	doi	doi	PROPN
easat-1684	1	28	:	:	PUNCT
easat-1684	1	29	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	1	30	©	©	ADP
easat-1684	1	31	2024	2024	NUM
easat-1684	1	32	by	by	ADP
easat-1684	1	33	the	the	DET
easat-1684	1	34	author	author	NOUN
easat-1684	1	35	;	;	PUNCT
easat-1684	1	36	licensee	licensee	PROPN
easat-1684	1	37	learning	learning	NOUN
easat-1684	1	38	gate	gate	NOUN
easat-1684	1	39	©	©	PROPN
easat-1684	1	40	2024	2024	NUM
easat-1684	1	41	by	by	ADP
easat-1684	1	42	the	the	DET
easat-1684	1	43	authors	author	NOUN
easat-1684	1	44	;	;	PUNCT
easat-1684	1	45	licensee	licensee	PROPN
easat-1684	1	46	learning	learn	VERB
easat-1684	1	47	gate	gate	NOUN
easat-1684	1	48	*	*	PUNCT
easat-1684	1	49	correspondence	correspondence	NOUN
easat-1684	1	50	:	:	PUNCT
easat-1684	1	51	kalamullah.ramli@ui.ac.id	kalamullah.ramli@ui.ac.id	NOUN
easat-1684	1	52	deep	deep	ADJ
easat-1684	1	53	autoencoder	autoencoder	NOUN
easat-1684	1	54	with	with	ADP
easat-1684	1	55	gated	gate	VERB
easat-1684	1	56	convolutional	convolutional	ADJ
easat-1684	1	57	neural	neural	ADJ
easat-1684	1	58	networks	network	NOUN
easat-1684	1	59	for	for	ADP
easat-1684	1	60	improving	improve	VERB
easat-1684	1	61	speech	speech	NOUN
easat-1684	1	62	quality	quality	NOUN
easat-1684	1	63	in	in	ADP
easat-1684	1	64	secured	secure	VERB
easat-1684	1	65	communications	communication	NOUN
easat-1684	1	66	hilman	hilman	PROPN
easat-1684	1	67	f.	f.	PROPN
easat-1684	1	68	pardede1	pardede1	PROPN
easat-1684	1	69	,	,	PUNCT
easat-1684	1	70	kalamullah	kalamullah	PROPN
easat-1684	1	71	ramli2	ramli2	PROPN
easat-1684	1	72	*	*	PUNCT
easat-1684	1	73	,	,	PUNCT
easat-1684	1	74	nur	nur	VERB
easat-1684	1	75	hayati3	hayati3	NOUN
easat-1684	1	76	,	,	PUNCT
easat-1684	1	77	diyanatul	diyanatul	NOUN
easat-1684	1	78	husna2	husna2	NOUN
easat-1684	1	79	,	,	PUNCT
easat-1684	1	80	magfirawaty4	magfirawaty4	X
easat-1684	1	81	1national	1national	NUM
easat-1684	1	82	research	research	NOUN
easat-1684	1	83	and	and	CCONJ
easat-1684	1	84	innovation	innovation	NOUN
easat-1684	1	85	agency	agency	NOUN
easat-1684	1	86	,	,	PUNCT
easat-1684	1	87	research	research	NOUN
easat-1684	1	88	center	center	NOUN
easat-1684	1	89	for	for	ADP
easat-1684	1	90	ai	ai	NOUN
easat-1684	1	91	and	and	CCONJ
easat-1684	1	92	cybersecurity	cybersecurity	NOUN
easat-1684	1	93	,	,	PUNCT
easat-1684	1	94	indonesia	indonesia	PROPN
easat-1684	1	95	,	,	PUNCT
easat-1684	1	96	hilm003@brin.go.id	hilm003@brin.go.id	PROPN
easat-1684	1	97	(	(	PUNCT
easat-1684	1	98	h.f.p	h.f.p	NOUN
easat-1684	1	99	)	)	PUNCT
easat-1684	1	100	.	.	PUNCT
easat-1684	2	1	2universitas	2universitas	NUM
easat-1684	2	2	indonesia	indonesia	PROPN
easat-1684	2	3	,	,	PUNCT
easat-1684	2	4	indonesia	indonesia	PROPN
easat-1684	2	5	,	,	PUNCT
easat-1684	2	6	department	department	NOUN
easat-1684	2	7	of	of	ADP
easat-1684	2	8	electrical	electrical	ADJ
easat-1684	2	9	engineering	engineering	NOUN
easat-1684	2	10	,	,	PUNCT
easat-1684	2	11	k.ramli@eng.ui.ac.id	k.ramli@eng.ui.ac.id	NOUN
easat-1684	2	12	(	(	PUNCT
easat-1684	2	13	k.h	k.h	PROPN
easat-1684	2	14	)	)	PUNCT
easat-1684	2	15	,	,	PUNCT
easat-1684	2	16	diyanatulhusna@ui.ac.id	diyanatulhusna@ui.ac.id	PROPN
easat-1684	2	17	(	(	PUNCT
easat-1684	2	18	d.h	d.h	PROPN
easat-1684	2	19	)	)	PUNCT
easat-1684	2	20	3universitas	3universitas	NUM
easat-1684	2	21	muhammadiyah	muhammadiyah	ADP
easat-1684	2	22	yogyakarta	yogyakarta	PROPN
easat-1684	2	23	,	,	PUNCT
easat-1684	2	24	department	department	NOUN
easat-1684	2	25	of	of	ADP
easat-1684	2	26	electrical	electrical	ADJ
easat-1684	2	27	engineering	engineering	NOUN
easat-1684	2	28	,	,	PUNCT
easat-1684	2	29	indonesia	indonesia	PROPN
easat-1684	2	30	,	,	PUNCT
easat-1684	2	31	nuha.nurhayati@umy.ac.id	nuha.nurhayati@umy.ac.id	PROPN
easat-1684	2	32	(	(	PUNCT
easat-1684	2	33	n.h	n.h	PROPN
easat-1684	2	34	)	)	PUNCT
easat-1684	2	35	4politeknik	4politeknik	NUM
easat-1684	2	36	siber	siber	NOUN
easat-1684	2	37	dan	dan	PROPN
easat-1684	2	38	sandi	sandi	PROPN
easat-1684	2	39	negara	negara	PROPN
easat-1684	2	40	,	,	PUNCT
easat-1684	2	41	cryptographic	cryptographic	ADJ
easat-1684	2	42	hardware	hardware	NOUN
easat-1684	2	43	engineering	engineering	PROPN
easat-1684	2	44	department	department	PROPN
easat-1684	2	45	,	,	PUNCT
easat-1684	2	46	indonesia	indonesia	PROPN
easat-1684	2	47	,	,	PUNCT
easat-1684	2	48	magfirawaty@poltekssn.ac.id	magfirawaty@poltekssn.ac.id	PROPN
easat-1684	2	49	(	(	PUNCT
easat-1684	2	50	m	m	NOUN
easat-1684	2	51	)	)	PUNCT
easat-1684	2	52	.	.	PUNCT
easat-1684	3	1	abstract	abstract	ADV
easat-1684	3	2	:	:	PUNCT
easat-1684	3	3	in	in	ADP
easat-1684	3	4	this	this	DET
easat-1684	3	5	study	study	NOUN
easat-1684	3	6	,	,	PUNCT
easat-1684	3	7	we	we	PRON
easat-1684	3	8	introduce	introduce	VERB
easat-1684	3	9	a	a	DET
easat-1684	3	10	speech	speech	NOUN
easat-1684	3	11	enhancement	enhancement	NOUN
easat-1684	3	12	method	method	NOUN
easat-1684	3	13	to	to	PART
easat-1684	3	14	improve	improve	VERB
easat-1684	3	15	the	the	DET
easat-1684	3	16	quality	quality	NOUN
easat-1684	3	17	of	of	ADP
easat-1684	3	18	decrypted	decrypt	VERB
easat-1684	3	19	speech	speech	NOUN
easat-1684	3	20	signals	signal	NOUN
easat-1684	3	21	from	from	ADP
easat-1684	3	22	hand	hand	NOUN
easat-1684	3	23	-	-	PUNCT
easat-1684	3	24	talk	talk	NOUN
easat-1684	3	25	devices	device	NOUN
easat-1684	3	26	,	,	PUNCT
easat-1684	3	27	which	which	PRON
easat-1684	3	28	are	be	AUX
easat-1684	3	29	highly	highly	ADV
easat-1684	3	30	susceptible	susceptible	ADJ
easat-1684	3	31	to	to	ADP
easat-1684	3	32	security	security	NOUN
easat-1684	3	33	attacks	attack	NOUN
easat-1684	3	34	.	.	PUNCT
easat-1684	4	1	ensuring	ensure	VERB
easat-1684	4	2	highquality	highquality	NOUN
easat-1684	4	3	decrypted	decrypt	VERB
easat-1684	4	4	speech	speech	NOUN
easat-1684	4	5	is	be	AUX
easat-1684	4	6	essential	essential	ADJ
easat-1684	4	7	because	because	SCONJ
easat-1684	4	8	traditional	traditional	ADJ
easat-1684	4	9	speech	speech	NOUN
easat-1684	4	10	enhancement	enhancement	NOUN
easat-1684	4	11	methods	method	NOUN
easat-1684	4	12	struggle	struggle	VERB
easat-1684	4	13	with	with	ADP
easat-1684	4	14	artifacts	artifact	NOUN
easat-1684	4	15	only	only	ADV
easat-1684	4	16	present	present	ADJ
easat-1684	4	17	during	during	ADP
easat-1684	4	18	speech	speech	NOUN
easat-1684	4	19	due	due	ADP
easat-1684	4	20	to	to	ADP
easat-1684	4	21	the	the	DET
easat-1684	4	22	encryption	encryption	NOUN
easat-1684	4	23	process	process	NOUN
easat-1684	4	24	applied	apply	VERB
easat-1684	4	25	selectively	selectively	ADV
easat-1684	4	26	.	.	PUNCT
easat-1684	5	1	this	this	DET
easat-1684	5	2	situation	situation	NOUN
easat-1684	5	3	limits	limit	VERB
easat-1684	5	4	the	the	DET
easat-1684	5	5	effectiveness	effectiveness	NOUN
easat-1684	5	6	of	of	ADP
easat-1684	5	7	traditional	traditional	ADJ
easat-1684	5	8	methods	method	NOUN
easat-1684	5	9	,	,	PUNCT
easat-1684	5	10	which	which	PRON
easat-1684	5	11	assume	assume	VERB
easat-1684	5	12	distortion	distortion	NOUN
easat-1684	5	13	is	be	AUX
easat-1684	5	14	constant	constant	ADJ
easat-1684	5	15	and	and	CCONJ
easat-1684	5	16	can	can	AUX
easat-1684	5	17	be	be	AUX
easat-1684	5	18	estimated	estimate	VERB
easat-1684	5	19	during	during	ADP
easat-1684	5	20	silent	silent	ADJ
easat-1684	5	21	periods	period	NOUN
easat-1684	5	22	.	.	PUNCT
easat-1684	6	1	our	our	PRON
easat-1684	6	2	solution	solution	NOUN
easat-1684	6	3	involves	involve	VERB
easat-1684	6	4	a	a	DET
easat-1684	6	5	deep	deep	ADV
easat-1684	6	6	-	-	PUNCT
easat-1684	6	7	learning	learn	VERB
easat-1684	6	8	approach	approach	NOUN
easat-1684	6	9	that	that	PRON
easat-1684	6	10	employs	employ	VERB
easat-1684	6	11	a	a	DET
easat-1684	6	12	gated	gate	VERB
easat-1684	6	13	convolutional	convolutional	ADJ
easat-1684	6	14	neural	neural	ADJ
easat-1684	6	15	network	network	NOUN
easat-1684	6	16	(	(	PUNCT
easat-1684	6	17	gcnn	gcnn	PROPN
easat-1684	6	18	)	)	PUNCT
easat-1684	6	19	.	.	PUNCT
easat-1684	7	1	unlike	unlike	ADP
easat-1684	7	2	typical	typical	ADJ
easat-1684	7	3	convolutional	convolutional	ADJ
easat-1684	7	4	neural	neural	ADJ
easat-1684	7	5	networks	network	NOUN
easat-1684	7	6	(	(	PUNCT
easat-1684	7	7	cnns	cnns	PROPN
easat-1684	7	8	)	)	PUNCT
easat-1684	7	9	that	that	PRON
easat-1684	7	10	excel	excel	VERB
easat-1684	7	11	in	in	ADP
easat-1684	7	12	processing	process	VERB
easat-1684	7	13	spatial	spatial	ADJ
easat-1684	7	14	data	datum	NOUN
easat-1684	7	15	but	but	CCONJ
easat-1684	7	16	falter	falter	VERB
easat-1684	7	17	with	with	ADP
easat-1684	7	18	temporal	temporal	ADJ
easat-1684	7	19	changes	change	NOUN
easat-1684	7	20	,	,	PUNCT
easat-1684	7	21	our	our	PRON
easat-1684	7	22	gcnn	gcnn	PROPN
easat-1684	7	23	integrates	integrate	VERB
easat-1684	7	24	a	a	DET
easat-1684	7	25	gating	gate	VERB
easat-1684	7	26	mechanism	mechanism	NOUN
easat-1684	7	27	to	to	PART
easat-1684	7	28	enhance	enhance	VERB
easat-1684	7	29	handling	handling	NOUN
easat-1684	7	30	of	of	ADP
easat-1684	7	31	temporal	temporal	ADJ
easat-1684	7	32	dynamics	dynamic	NOUN
easat-1684	7	33	in	in	ADP
easat-1684	7	34	speech	speech	NOUN
easat-1684	7	35	data	datum	NOUN
easat-1684	7	36	.	.	PUNCT
easat-1684	8	1	this	this	DET
easat-1684	8	2	method	method	NOUN
easat-1684	8	3	directly	directly	ADV
easat-1684	8	4	maps	map	VERB
easat-1684	8	5	distorted	distort	VERB
easat-1684	8	6	speech	speech	NOUN
easat-1684	8	7	to	to	ADP
easat-1684	8	8	its	its	PRON
easat-1684	8	9	clean	clean	ADJ
easat-1684	8	10	counterpart	counterpart	NOUN
easat-1684	8	11	,	,	PUNCT
easat-1684	8	12	bypassing	bypass	VERB
easat-1684	8	13	the	the	DET
easat-1684	8	14	need	need	NOUN
easat-1684	8	15	for	for	ADP
easat-1684	8	16	explicit	explicit	ADJ
easat-1684	8	17	noise	noise	NOUN
easat-1684	8	18	estimation	estimation	NOUN
easat-1684	8	19	.	.	PUNCT
easat-1684	9	1	our	our	PRON
easat-1684	9	2	experiments	experiment	NOUN
easat-1684	9	3	indicate	indicate	VERB
easat-1684	9	4	that	that	SCONJ
easat-1684	9	5	this	this	DET
easat-1684	9	6	deep	deep	ADJ
easat-1684	9	7	-	-	PUNCT
easat-1684	9	8	learning	learn	VERB
easat-1684	9	9	method	method	NOUN
easat-1684	9	10	significantly	significantly	ADV
easat-1684	9	11	outperforms	outperform	VERB
easat-1684	9	12	traditional	traditional	ADJ
easat-1684	9	13	speech	speech	NOUN
easat-1684	9	14	enhancement	enhancement	NOUN
easat-1684	9	15	techniques	technique	NOUN
easat-1684	9	16	and	and	CCONJ
easat-1684	9	17	conventional	conventional	ADJ
easat-1684	9	18	cnns	cnn	NOUN
easat-1684	9	19	in	in	ADP
easat-1684	9	20	several	several	ADJ
easat-1684	9	21	key	key	ADJ
easat-1684	9	22	evaluation	evaluation	NOUN
easat-1684	9	23	metrics	metric	NOUN
easat-1684	9	24	,	,	PUNCT
easat-1684	9	25	offering	offer	VERB
easat-1684	9	26	a	a	DET
easat-1684	9	27	promising	promise	VERB
easat-1684	9	28	advancement	advancement	NOUN
easat-1684	9	29	in	in	ADP
easat-1684	9	30	decrypted	decrypt	VERB
easat-1684	9	31	speech	speech	NOUN
easat-1684	9	32	quality	quality	NOUN
easat-1684	9	33	enhancement	enhancement	NOUN
easat-1684	9	34	.	.	PUNCT
easat-1684	10	1	keywords	keyword	NOUN
easat-1684	10	2	:	:	PUNCT
easat-1684	10	3	convolutional	convolutional	ADJ
easat-1684	10	4	neural	neural	ADJ
easat-1684	10	5	networks	network	NOUN
easat-1684	10	6	,	,	PUNCT
easat-1684	10	7	gated	gate	VERB
easat-1684	10	8	convolutional	convolutional	ADJ
easat-1684	10	9	neural	neural	ADJ
easat-1684	10	10	networks	network	NOUN
easat-1684	10	11	,	,	PUNCT
easat-1684	10	12	gating	gate	VERB
easat-1684	10	13	mechanism	mechanism	NOUN
easat-1684	10	14	,	,	PUNCT
easat-1684	10	15	secured	secure	VERB
easat-1684	10	16	speech	speech	NOUN
easat-1684	10	17	communication	communication	NOUN
easat-1684	10	18	,	,	PUNCT
easat-1684	10	19	speech	speech	NOUN
easat-1684	10	20	enhancement	enhancement	NOUN
easat-1684	10	21	.	.	PUNCT
easat-1684	11	1	1	1	X
easat-1684	11	2	.	.	X
easat-1684	11	3	introduction	introduction	NOUN
easat-1684	11	4	speech	speech	NOUN
easat-1684	11	5	communications	communication	NOUN
easat-1684	11	6	have	have	AUX
easat-1684	11	7	become	become	VERB
easat-1684	11	8	more	more	ADV
easat-1684	11	9	and	and	CCONJ
easat-1684	11	10	more	more	ADV
easat-1684	11	11	widely	widely	ADV
easat-1684	11	12	used	use	VERB
easat-1684	11	13	,	,	PUNCT
easat-1684	11	14	but	but	CCONJ
easat-1684	11	15	they	they	PRON
easat-1684	11	16	are	be	AUX
easat-1684	11	17	vulnerable	vulnerable	ADJ
easat-1684	11	18	to	to	ADP
easat-1684	11	19	unauthorized	unauthorized	ADJ
easat-1684	11	20	disclosure	disclosure	NOUN
easat-1684	11	21	[	[	X
easat-1684	11	22	1	1	NUM
easat-1684	11	23	,	,	PUNCT
easat-1684	11	24	2	2	NUM
easat-1684	11	25	]	]	PUNCT
easat-1684	11	26	therefore	therefore	ADV
easat-1684	11	27	,	,	PUNCT
easat-1684	11	28	providing	provide	VERB
easat-1684	11	29	secure	secure	ADJ
easat-1684	11	30	speech	speech	NOUN
easat-1684	11	31	communications	communication	NOUN
easat-1684	11	32	is	be	AUX
easat-1684	11	33	increasingly	increasingly	ADV
easat-1684	11	34	important	important	ADJ
easat-1684	11	35	.	.	PUNCT
easat-1684	12	1	as	as	ADP
easat-1684	12	2	such	such	ADJ
easat-1684	12	3	,	,	PUNCT
easat-1684	12	4	a	a	DET
easat-1684	12	5	plethora	plethora	NOUN
easat-1684	12	6	of	of	ADP
easat-1684	12	7	speech	speech	NOUN
easat-1684	12	8	encryption	encryption	NOUN
easat-1684	12	9	techniques	technique	NOUN
easat-1684	12	10	have	have	AUX
easat-1684	12	11	been	be	AUX
easat-1684	12	12	introduced	introduce	VERB
easat-1684	12	13	.	.	PUNCT
easat-1684	13	1	unfortunately	unfortunately	ADV
easat-1684	13	2	,	,	PUNCT
easat-1684	13	3	the	the	DET
easat-1684	13	4	encryption	encryption	NOUN
easat-1684	13	5	process	process	NOUN
easat-1684	13	6	,	,	PUNCT
easat-1684	13	7	which	which	PRON
easat-1684	13	8	includes	include	VERB
easat-1684	13	9	a	a	DET
easat-1684	13	10	randomization	randomization	NOUN
easat-1684	13	11	process	process	NOUN
easat-1684	13	12	,	,	PUNCT
easat-1684	13	13	may	may	AUX
easat-1684	13	14	leave	leave	VERB
easat-1684	13	15	artifacts	artifact	NOUN
easat-1684	13	16	when	when	SCONJ
easat-1684	13	17	the	the	DET
easat-1684	13	18	signal	signal	NOUN
easat-1684	13	19	is	be	AUX
easat-1684	13	20	decrypted	decrypt	VERB
easat-1684	13	21	,	,	PUNCT
easat-1684	13	22	which	which	PRON
easat-1684	13	23	can	can	AUX
easat-1684	13	24	distort	distort	VERB
easat-1684	13	25	speech	speech	NOUN
easat-1684	13	26	and	and	CCONJ
easat-1684	13	27	significantly	significantly	ADV
easat-1684	13	28	degrade	degrade	VERB
easat-1684	13	29	the	the	DET
easat-1684	13	30	quality	quality	NOUN
easat-1684	13	31	of	of	ADP
easat-1684	13	32	speech	speech	NOUN
easat-1684	13	33	signals	signal	NOUN
easat-1684	13	34	[	[	X
easat-1684	13	35	3	3	NUM
easat-1684	13	36	,	,	PUNCT
easat-1684	13	37	4	4	NUM
easat-1684	13	38	]	]	PUNCT
easat-1684	13	39	.	.	PUNCT
easat-1684	14	1	in	in	ADP
easat-1684	14	2	this	this	DET
easat-1684	14	3	study	study	NOUN
easat-1684	14	4	,	,	PUNCT
easat-1684	14	5	our	our	PRON
easat-1684	14	6	focus	focus	NOUN
easat-1684	14	7	was	be	AUX
easat-1684	14	8	on	on	ADP
easat-1684	14	9	improving	improve	VERB
easat-1684	14	10	the	the	DET
easat-1684	14	11	quality	quality	NOUN
easat-1684	14	12	of	of	ADP
easat-1684	14	13	decrypted	decrypt	VERB
easat-1684	14	14	speech	speech	NOUN
easat-1684	14	15	from	from	ADP
easat-1684	14	16	hand	hand	NOUN
easat-1684	14	17	-	-	PUNCT
easat-1684	14	18	talk	talk	NOUN
easat-1684	14	19	(	(	PUNCT
easat-1684	14	20	or	or	CCONJ
easat-1684	14	21	walkie	walkie	NOUN
easat-1684	14	22	-	-	PUNCT
easat-1684	14	23	talkie	talkie	NOUN
easat-1684	14	24	)	)	PUNCT
easat-1684	14	25	devices	device	NOUN
easat-1684	14	26	.	.	PUNCT
easat-1684	15	1	for	for	ADP
easat-1684	15	2	these	these	DET
easat-1684	15	3	devices	device	NOUN
easat-1684	15	4	,	,	PUNCT
easat-1684	15	5	encryption	encryption	NOUN
easat-1684	15	6	is	be	AUX
easat-1684	15	7	applied	apply	VERB
easat-1684	15	8	when	when	SCONJ
easat-1684	15	9	speech	speech	NOUN
easat-1684	15	10	is	be	AUX
easat-1684	15	11	present	present	ADJ
easat-1684	15	12	,	,	PUNCT
easat-1684	15	13	and	and	CCONJ
easat-1684	15	14	as	as	ADP
easat-1684	15	15	a	a	DET
easat-1684	15	16	consequence	consequence	NOUN
easat-1684	15	17	,	,	PUNCT
easat-1684	15	18	the	the	DET
easat-1684	15	19	artifacts	artifact	NOUN
easat-1684	15	20	in	in	ADP
easat-1684	15	21	the	the	DET
easat-1684	15	22	decryption	decryption	NOUN
easat-1684	15	23	process	process	NOUN
easat-1684	15	24	only	only	ADV
easat-1684	15	25	exists	exist	VERB
easat-1684	15	26	when	when	SCONJ
easat-1684	15	27	speech	speech	NOUN
easat-1684	15	28	is	be	AUX
easat-1684	15	29	present	present	ADJ
easat-1684	15	30	.	.	PUNCT
easat-1684	16	1	there	there	PRON
easat-1684	16	2	have	have	AUX
easat-1684	16	3	been	be	AUX
easat-1684	16	4	many	many	ADJ
easat-1684	16	5	studies	study	NOUN
easat-1684	16	6	in	in	ADP
easat-1684	16	7	the	the	DET
easat-1684	16	8	literature	literature	NOUN
easat-1684	16	9	that	that	PRON
easat-1684	16	10	aimed	aim	VERB
easat-1684	16	11	to	to	PART
easat-1684	16	12	develop	develop	VERB
easat-1684	16	13	encryption	encryption	NOUN
easat-1684	16	14	methods	method	NOUN
easat-1684	16	15	that	that	PRON
easat-1684	16	16	are	be	AUX
easat-1684	16	17	capable	capable	ADJ
easat-1684	16	18	of	of	ADP
easat-1684	16	19	preserving	preserve	VERB
easat-1684	16	20	speech	speech	NOUN
easat-1684	16	21	quality	quality	NOUN
easat-1684	16	22	and	and	CCONJ
easat-1684	16	23	intelligibility	intelligibility	NOUN
easat-1684	16	24	or	or	CCONJ
easat-1684	16	25	at	at	ADP
easat-1684	16	26	least	least	ADJ
easat-1684	16	27	producing	produce	VERB
easat-1684	16	28	speech	speech	NOUN
easat-1684	16	29	with	with	ADP
easat-1684	16	30	an	an	DET
easat-1684	16	31	acceptable	acceptable	ADJ
easat-1684	16	32	quality	quality	NOUN
easat-1684	16	33	.	.	PUNCT
easat-1684	17	1	a	a	DET
easat-1684	17	2	fast	fast	ADJ
easat-1684	17	3	fourier	fourier	NOUN
easat-1684	17	4	transform	transform	NOUN
easat-1684	17	5	combined	combine	VERB
easat-1684	17	6	with	with	ADP
easat-1684	17	7	multiple	multiple	ADJ
easat-1684	17	8	chaotic	chaotic	ADJ
easat-1684	17	9	maps	map	NOUN
easat-1684	17	10	was	be	AUX
easat-1684	17	11	applied	apply	VERB
easat-1684	17	12	in	in	ADP
easat-1684	17	13	[	[	X
easat-1684	17	14	5	5	NUM
easat-1684	17	15	]	]	PUNCT
easat-1684	17	16	,	,	PUNCT
easat-1684	17	17	and	and	CCONJ
easat-1684	17	18	improvements	improvement	NOUN
easat-1684	17	19	were	be	AUX
easat-1684	17	20	shown	show	VERB
easat-1684	17	21	in	in	ADP
easat-1684	17	22	several	several	ADJ
easat-1684	17	23	subjective	subjective	ADJ
easat-1684	17	24	and	and	CCONJ
easat-1684	17	25	objective	objective	ADJ
easat-1684	17	26	metrics	metric	NOUN
easat-1684	17	27	of	of	ADP
easat-1684	17	28	speech	speech	NOUN
easat-1684	17	29	.	.	PUNCT
easat-1684	18	1	chaotic	chaotic	ADJ
easat-1684	18	2	encryption	encryption	NOUN
easat-1684	18	3	[	[	X
easat-1684	18	4	6	6	NUM
easat-1684	18	5	,	,	PUNCT
easat-1684	18	6	7	7	NUM
easat-1684	18	7	]	]	PUNCT
easat-1684	18	8	is	be	AUX
easat-1684	18	9	a	a	DET
easat-1684	18	10	popular	popular	ADJ
easat-1684	18	11	encryption	encryption	NOUN
easat-1684	18	12	method	method	NOUN
easat-1684	18	13	for	for	ADP
easat-1684	18	14	speech	speech	NOUN
easat-1684	18	15	,	,	PUNCT
easat-1684	18	16	and	and	CCONJ
easat-1684	18	17	studies	study	NOUN
easat-1684	18	18	have	have	AUX
easat-1684	18	19	shown	show	VERB
easat-1684	18	20	that	that	SCONJ
easat-1684	18	21	it	it	PRON
easat-1684	18	22	is	be	AUX
easat-1684	18	23	able	able	ADJ
easat-1684	18	24	to	to	PART
easat-1684	18	25	maintain	maintain	VERB
easat-1684	18	26	the	the	DET
easat-1684	18	27	quality	quality	NOUN
easat-1684	18	28	and	and	CCONJ
easat-1684	18	29	intelligibility	intelligibility	NOUN
easat-1684	18	30	of	of	ADP
easat-1684	18	31	decrypted	decrypt	VERB
easat-1684	18	32	speech	speech	NOUN
easat-1684	18	33	at	at	ADP
easat-1684	18	34	some	some	DET
easat-1684	18	35	levels	level	NOUN
easat-1684	18	36	.	.	PUNCT
easat-1684	19	1	however	however	ADV
easat-1684	19	2	,	,	PUNCT
easat-1684	19	3	in	in	ADP
easat-1684	19	4	these	these	DET
easat-1684	19	5	approaches	approach	NOUN
easat-1684	19	6	,	,	PUNCT
easat-1684	19	7	the	the	DET
easat-1684	19	8	257	257	NUM
easat-1684	19	9	edelweiss	edelweiss	PROPN
easat-1684	19	10	applied	apply	VERB
easat-1684	19	11	science	science	NOUN
easat-1684	19	12	and	and	CCONJ
easat-1684	19	13	technology	technology	NOUN
easat-1684	19	14	issn	issn	PROPN
easat-1684	19	15	:	:	PUNCT
easat-1684	19	16	2576	2576	NUM
easat-1684	19	17	-	-	SYM
easat-1684	19	18	8484	8484	NUM
easat-1684	19	19	vol	vol	NOUN
easat-1684	19	20	.	.	PROPN
easat-1684	19	21	8	8	NUM
easat-1684	19	22	,	,	PUNCT
easat-1684	19	23	no	no	INTJ
easat-1684	19	24	.	.	NOUN
easat-1684	20	1	5	5	NUM
easat-1684	20	2	:	:	SYM
easat-1684	20	3	256	256	NUM
easat-1684	20	4	-	-	SYM
easat-1684	20	5	270	270	NUM
easat-1684	20	6	,	,	PUNCT
easat-1684	20	7	2024	2024	NUM
easat-1684	20	8	doi	doi	NOUN
easat-1684	20	9	:	:	PUNCT
easat-1684	20	10	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	20	11	©	©	ADP
easat-1684	20	12	2024	2024	NUM
easat-1684	20	13	by	by	ADP
easat-1684	20	14	the	the	DET
easat-1684	20	15	authors	author	NOUN
easat-1684	20	16	;	;	PUNCT
easat-1684	20	17	licensee	licensee	NOUN
easat-1684	20	18	learning	learn	VERB
easat-1684	20	19	gate	gate	NOUN
easat-1684	20	20	strategies	strategy	NOUN
easat-1684	20	21	for	for	ADP
easat-1684	20	22	improving	improve	VERB
easat-1684	20	23	the	the	DET
easat-1684	20	24	quality	quality	NOUN
easat-1684	20	25	of	of	ADP
easat-1684	20	26	speech	speech	NOUN
easat-1684	20	27	signals	signal	NOUN
easat-1684	20	28	are	be	AUX
easat-1684	20	29	very	very	ADV
easat-1684	20	30	dependent	dependent	ADJ
easat-1684	20	31	on	on	ADP
easat-1684	20	32	the	the	DET
easat-1684	20	33	communication	communication	NOUN
easat-1684	20	34	frameworks	framework	NOUN
easat-1684	20	35	and	and	CCONJ
easat-1684	20	36	require	require	VERB
easat-1684	20	37	some	some	DET
easat-1684	20	38	knowledge	knowledge	NOUN
easat-1684	20	39	of	of	ADP
easat-1684	20	40	the	the	DET
easat-1684	20	41	communication	communication	NOUN
easat-1684	20	42	channels	channel	NOUN
easat-1684	20	43	,	,	PUNCT
easat-1684	20	44	which	which	PRON
easat-1684	20	45	is	be	AUX
easat-1684	20	46	not	not	PART
easat-1684	20	47	always	always	ADV
easat-1684	20	48	available	available	ADJ
easat-1684	20	49	.	.	PUNCT
easat-1684	21	1	the	the	DET
easat-1684	21	2	other	other	ADJ
easat-1684	21	3	way	way	NOUN
easat-1684	21	4	to	to	PART
easat-1684	21	5	improve	improve	VERB
easat-1684	21	6	the	the	DET
easat-1684	21	7	quality	quality	NOUN
easat-1684	21	8	of	of	ADP
easat-1684	21	9	speech	speech	NOUN
easat-1684	21	10	signals	signal	NOUN
easat-1684	21	11	is	be	AUX
easat-1684	21	12	by	by	ADP
easat-1684	21	13	applying	apply	VERB
easat-1684	21	14	speech	speech	NOUN
easat-1684	21	15	enhancement	enhancement	NOUN
easat-1684	21	16	to	to	ADP
easat-1684	21	17	the	the	DET
easat-1684	21	18	decrypted	decrypt	VERB
easat-1684	21	19	speech	speech	NOUN
easat-1684	21	20	.	.	PUNCT
easat-1684	22	1	speech	speech	NOUN
easat-1684	22	2	enhancement	enhancement	NOUN
easat-1684	22	3	is	be	AUX
easat-1684	22	4	a	a	DET
easat-1684	22	5	research	research	NOUN
easat-1684	22	6	field	field	NOUN
easat-1684	22	7	that	that	PRON
easat-1684	22	8	aims	aim	VERB
easat-1684	22	9	to	to	PART
easat-1684	22	10	remove	remove	VERB
easat-1684	22	11	the	the	DET
easat-1684	22	12	distortions	distortion	NOUN
easat-1684	22	13	in	in	ADP
easat-1684	22	14	speech	speech	NOUN
easat-1684	22	15	signals	signal	NOUN
easat-1684	22	16	and	and	CCONJ
easat-1684	22	17	,	,	PUNCT
easat-1684	22	18	hence	hence	ADV
easat-1684	22	19	,	,	PUNCT
easat-1684	22	20	improve	improve	VERB
easat-1684	22	21	their	their	PRON
easat-1684	22	22	quality	quality	NOUN
easat-1684	22	23	and	and	CCONJ
easat-1684	22	24	intelligibility	intelligibility	NOUN
easat-1684	22	25	.	.	PUNCT
easat-1684	23	1	applying	apply	VERB
easat-1684	23	2	speech	speech	NOUN
easat-1684	23	3	enhancement	enhancement	NOUN
easat-1684	23	4	improves	improve	VERB
easat-1684	23	5	the	the	DET
easat-1684	23	6	modularity	modularity	NOUN
easat-1684	23	7	of	of	ADP
easat-1684	23	8	secure	secure	ADJ
easat-1684	23	9	communication	communication	NOUN
easat-1684	23	10	systems	system	NOUN
easat-1684	23	11	,	,	PUNCT
easat-1684	23	12	as	as	SCONJ
easat-1684	23	13	it	it	PRON
easat-1684	23	14	may	may	AUX
easat-1684	23	15	not	not	PART
easat-1684	23	16	require	require	VERB
easat-1684	23	17	any	any	DET
easat-1684	23	18	knowledge	knowledge	NOUN
easat-1684	23	19	of	of	ADP
easat-1684	23	20	the	the	DET
easat-1684	23	21	communication	communication	NOUN
easat-1684	23	22	channels	channel	NOUN
easat-1684	23	23	.	.	PUNCT
easat-1684	24	1	before	before	ADP
easat-1684	24	2	the	the	DET
easat-1684	24	3	emergence	emergence	NOUN
easat-1684	24	4	of	of	ADP
easat-1684	24	5	deep	deep	ADJ
easat-1684	24	6	learning	learning	NOUN
easat-1684	24	7	technologies	technology	NOUN
easat-1684	24	8	,	,	PUNCT
easat-1684	24	9	various	various	ADJ
easat-1684	24	10	smoothing	smooth	VERB
easat-1684	24	11	strategies	strategy	NOUN
easat-1684	24	12	were	be	AUX
easat-1684	24	13	applied	apply	VERB
easat-1684	24	14	to	to	ADP
easat-1684	24	15	speech	speech	NOUN
easat-1684	24	16	signals	signal	NOUN
easat-1684	24	17	to	to	PART
easat-1684	24	18	suppress	suppress	VERB
easat-1684	24	19	noise	noise	NOUN
easat-1684	24	20	.	.	PUNCT
easat-1684	25	1	blind	blind	ADJ
easat-1684	25	2	source	source	NOUN
easat-1684	25	3	separation	separation	NOUN
easat-1684	25	4	was	be	AUX
easat-1684	25	5	implemented	implement	VERB
easat-1684	25	6	in	in	ADP
easat-1684	25	7	[	[	X
easat-1684	25	8	8–10	8–10	NOUN
easat-1684	25	9	]	]	PUNCT
easat-1684	25	10	,	,	PUNCT
easat-1684	25	11	and	and	CCONJ
easat-1684	25	12	it	it	PRON
easat-1684	25	13	was	be	AUX
easat-1684	25	14	shown	show	VERB
easat-1684	25	15	that	that	SCONJ
easat-1684	25	16	it	it	PRON
easat-1684	25	17	was	be	AUX
easat-1684	25	18	able	able	ADJ
easat-1684	25	19	to	to	PART
easat-1684	25	20	produce	produce	VERB
easat-1684	25	21	good	good	ADJ
easat-1684	25	22	-	-	PUNCT
easat-1684	25	23	quality	quality	NOUN
easat-1684	25	24	decrypted	decrypt	VERB
easat-1684	25	25	speech	speech	NOUN
easat-1684	25	26	.	.	PUNCT
easat-1684	26	1	spectral	spectral	ADJ
easat-1684	26	2	subtraction	subtraction	NOUN
easat-1684	27	1	[	[	X
easat-1684	27	2	11	11	NUM
easat-1684	27	3	]	]	PUNCT
easat-1684	27	4	,	,	PUNCT
easat-1684	27	5	wiener	wiener	NOUN
easat-1684	27	6	filtering	filtering	NOUN
easat-1684	27	7	[	[	X
easat-1684	27	8	12	12	NUM
easat-1684	27	9	,	,	PUNCT
easat-1684	27	10	13	13	NUM
easat-1684	27	11	]	]	PUNCT
easat-1684	27	12	,	,	PUNCT
easat-1684	27	13	and	and	CCONJ
easat-1684	27	14	kalman	kalman	NOUN
easat-1684	27	15	filtering	filtering	PROPN
easat-1684	28	1	[	[	X
easat-1684	28	2	14	14	NUM
easat-1684	28	3	]	]	PUNCT
easat-1684	28	4	have	have	AUX
easat-1684	28	5	been	be	AUX
easat-1684	28	6	applied	apply	VERB
easat-1684	28	7	to	to	ADP
easat-1684	28	8	speech	speech	NOUN
easat-1684	28	9	enhancement	enhancement	NOUN
easat-1684	28	10	with	with	ADP
easat-1684	28	11	some	some	DET
easat-1684	28	12	success	success	NOUN
easat-1684	28	13	.	.	PUNCT
easat-1684	29	1	in	in	ADP
easat-1684	29	2	our	our	PRON
easat-1684	29	3	previous	previous	ADJ
easat-1684	29	4	study	study	NOUN
easat-1684	29	5	,	,	PUNCT
easat-1684	29	6	we	we	PRON
easat-1684	29	7	employed	employ	VERB
easat-1684	29	8	several	several	ADJ
easat-1684	29	9	traditional	traditional	ADJ
easat-1684	29	10	smoothing	smoothing	NOUN
easat-1684	29	11	based	base	VERB
easat-1684	29	12	speech	speech	NOUN
easat-1684	29	13	enhancement	enhancement	NOUN
easat-1684	29	14	methods	method	NOUN
easat-1684	29	15	to	to	PART
easat-1684	29	16	improve	improve	VERB
easat-1684	29	17	the	the	DET
easat-1684	29	18	quality	quality	NOUN
easat-1684	29	19	of	of	ADP
easat-1684	29	20	speech	speech	NOUN
easat-1684	29	21	signals	signal	NOUN
easat-1684	29	22	[	[	X
easat-1684	29	23	3	3	NUM
easat-1684	29	24	]	]	PUNCT
easat-1684	29	25	.	.	PUNCT
easat-1684	30	1	however	however	ADV
easat-1684	30	2	,	,	PUNCT
easat-1684	30	3	traditional	traditional	ADJ
easat-1684	30	4	speech	speech	NOUN
easat-1684	30	5	enhancement	enhancement	NOUN
easat-1684	30	6	methods	method	NOUN
easat-1684	30	7	may	may	AUX
easat-1684	30	8	not	not	PART
easat-1684	30	9	work	work	VERB
easat-1684	30	10	well	well	ADV
easat-1684	30	11	for	for	ADP
easat-1684	30	12	decrypted	decrypt	VERB
easat-1684	30	13	speech	speech	NOUN
easat-1684	30	14	from	from	ADP
easat-1684	30	15	hand	hand	NOUN
easat-1684	30	16	-	-	PUNCT
easat-1684	30	17	talk	talk	NOUN
easat-1684	30	18	devices	device	NOUN
easat-1684	30	19	.	.	PUNCT
easat-1684	31	1	most	most	ADJ
easat-1684	31	2	traditional	traditional	ADJ
easat-1684	31	3	single	single	ADJ
easat-1684	31	4	-	-	PUNCT
easat-1684	31	5	channel	channel	NOUN
easat-1684	31	6	speech	speech	NOUN
easat-1684	31	7	enhancement	enhancement	NOUN
easat-1684	31	8	methods	method	NOUN
easat-1684	31	9	work	work	VERB
easat-1684	31	10	on	on	ADP
easat-1684	31	11	the	the	DET
easat-1684	31	12	assumption	assumption	NOUN
easat-1684	31	13	of	of	ADP
easat-1684	31	14	slowly	slowly	ADV
easat-1684	31	15	changing	change	VERB
easat-1684	31	16	noise	noise	NOUN
easat-1684	31	17	and/or	and/or	CCONJ
easat-1684	31	18	the	the	DET
easat-1684	31	19	presence	presence	NOUN
easat-1684	31	20	of	of	ADP
easat-1684	31	21	noise	noise	NOUN
easat-1684	31	22	all	all	DET
easat-1684	31	23	the	the	DET
easat-1684	31	24	time	time	NOUN
easat-1684	31	25	.	.	PUNCT
easat-1684	32	1	if	if	SCONJ
easat-1684	32	2	this	this	DET
easat-1684	32	3	assumption	assumption	NOUN
easat-1684	32	4	was	be	AUX
easat-1684	32	5	,	,	PUNCT
easat-1684	32	6	noise	noise	NOUN
easat-1684	32	7	could	could	AUX
easat-1684	32	8	be	be	AUX
easat-1684	32	9	estimated	estimate	VERB
easat-1684	32	10	and	and	CCONJ
easat-1684	32	11	updated	update	VERB
easat-1684	32	12	when	when	SCONJ
easat-1684	32	13	speech	speech	NOUN
easat-1684	32	14	was	be	AUX
easat-1684	32	15	predicted	predict	VERB
easat-1684	32	16	to	to	PART
easat-1684	32	17	be	be	AUX
easat-1684	32	18	absent	absent	ADJ
easat-1684	32	19	.	.	PUNCT
easat-1684	33	1	unfortunately	unfortunately	ADV
easat-1684	33	2	,	,	PUNCT
easat-1684	33	3	the	the	DET
easat-1684	33	4	artifacts	artifact	NOUN
easat-1684	33	5	in	in	ADP
easat-1684	33	6	decrypted	decrypt	VERB
easat-1684	33	7	speech	speech	NOUN
easat-1684	33	8	signals	signal	NOUN
easat-1684	33	9	from	from	ADP
easat-1684	33	10	hand	hand	NOUN
easat-1684	33	11	-	-	PUNCT
easat-1684	33	12	talk	talk	NOUN
easat-1684	33	13	devices	device	NOUN
easat-1684	33	14	are	be	AUX
easat-1684	33	15	characteristically	characteristically	ADV
easat-1684	33	16	different	different	ADJ
easat-1684	33	17	.	.	PUNCT
easat-1684	34	1	encryption	encryption	NOUN
easat-1684	34	2	is	be	AUX
easat-1684	34	3	performed	perform	VERB
easat-1684	34	4	only	only	ADV
easat-1684	34	5	when	when	SCONJ
easat-1684	34	6	speech	speech	NOUN
easat-1684	34	7	is	be	AUX
easat-1684	34	8	present	present	ADJ
easat-1684	34	9	.	.	PUNCT
easat-1684	35	1	therefore	therefore	ADV
easat-1684	35	2	,	,	PUNCT
easat-1684	35	3	the	the	DET
easat-1684	35	4	distortions	distortion	NOUN
easat-1684	35	5	occur	occur	VERB
easat-1684	35	6	mostly	mostly	ADV
easat-1684	35	7	when	when	SCONJ
easat-1684	35	8	speech	speech	NOUN
easat-1684	35	9	is	be	AUX
easat-1684	35	10	present	present	ADJ
easat-1684	35	11	and	and	CCONJ
easat-1684	35	12	are	be	AUX
easat-1684	35	13	minimal	minimal	ADJ
easat-1684	35	14	in	in	ADP
easat-1684	35	15	non	non	ADJ
easat-1684	35	16	-	-	ADJ
easat-1684	35	17	speech	speech	ADJ
easat-1684	35	18	periods	period	NOUN
easat-1684	35	19	.	.	PUNCT
easat-1684	36	1	as	as	ADP
easat-1684	36	2	a	a	DET
easat-1684	36	3	result	result	NOUN
easat-1684	36	4	,	,	PUNCT
easat-1684	36	5	most	most	ADJ
easat-1684	36	6	noise	noise	NOUN
easat-1684	36	7	estimators	estimator	NOUN
easat-1684	36	8	are	be	AUX
easat-1684	36	9	not	not	PART
easat-1684	36	10	suitable	suitable	ADJ
easat-1684	36	11	,	,	PUNCT
easat-1684	36	12	since	since	SCONJ
easat-1684	36	13	they	they	PRON
easat-1684	36	14	are	be	AUX
easat-1684	36	15	not	not	PART
easat-1684	36	16	designed	design	VERB
easat-1684	36	17	to	to	PART
easat-1684	36	18	deal	deal	VERB
easat-1684	36	19	with	with	ADP
easat-1684	36	20	abruptly	abruptly	ADV
easat-1684	36	21	changed	change	VERB
easat-1684	36	22	distortions	distortion	NOUN
easat-1684	37	1	[	[	X
easat-1684	37	2	15–17	15–17	NUM
easat-1684	37	3	]	]	PUNCT
easat-1684	37	4	.	.	PUNCT
easat-1684	38	1	deep	deep	ADJ
easat-1684	38	2	learning	learning	NOUN
easat-1684	38	3	has	have	AUX
easat-1684	38	4	been	be	AUX
easat-1684	38	5	actively	actively	ADV
easat-1684	38	6	implemented	implement	VERB
easat-1684	38	7	for	for	ADP
easat-1684	38	8	speech	speech	NOUN
easat-1684	38	9	enhancement	enhancement	NOUN
easat-1684	38	10	in	in	ADP
easat-1684	38	11	recent	recent	ADJ
easat-1684	38	12	years	year	NOUN
easat-1684	38	13	.	.	PUNCT
easat-1684	39	1	various	various	ADJ
easat-1684	39	2	architectures	architecture	NOUN
easat-1684	39	3	,	,	PUNCT
easat-1684	39	4	such	such	ADJ
easat-1684	39	5	as	as	ADP
easat-1684	39	6	deep	deep	ADJ
easat-1684	39	7	neural	neural	ADJ
easat-1684	39	8	networks	network	NOUN
easat-1684	39	9	(	(	PUNCT
easat-1684	39	10	dnns	dnn	NOUN
easat-1684	39	11	)	)	PUNCT
easat-1684	40	1	[	[	X
easat-1684	40	2	18–20	18–20	NUM
easat-1684	40	3	]	]	PUNCT
easat-1684	40	4	,	,	PUNCT
easat-1684	40	5	auto	auto	NOUN
easat-1684	40	6	-	-	PUNCT
easat-1684	40	7	encoders	encoder	NOUN
easat-1684	40	8	(	(	PUNCT
easat-1684	40	9	aes	aes	PROPN
easat-1684	40	10	)	)	PUNCT
easat-1684	41	1	[	[	X
easat-1684	41	2	21	21	NUM
easat-1684	41	3	]	]	PUNCT
easat-1684	41	4	,	,	PUNCT
easat-1684	41	5	recurrent	recurrent	ADJ
easat-1684	41	6	neural	neural	ADJ
easat-1684	41	7	networks	network	NOUN
easat-1684	41	8	[	[	X
easat-1684	41	9	22	22	NUM
easat-1684	41	10	]	]	PUNCT
easat-1684	41	11	,	,	PUNCT
easat-1684	41	12	convolutional	convolutional	ADJ
easat-1684	41	13	neural	neural	ADJ
easat-1684	41	14	networks	network	NOUN
easat-1684	41	15	(	(	PUNCT
easat-1684	41	16	cnns	cnns	PROPN
easat-1684	41	17	)	)	PUNCT
easat-1684	42	1	[	[	X
easat-1684	42	2	23	23	NUM
easat-1684	42	3	,	,	PUNCT
easat-1684	42	4	24	24	NUM
easat-1684	42	5	]	]	PUNCT
easat-1684	42	6	and	and	CCONJ
easat-1684	42	7	generative	generative	ADJ
easat-1684	42	8	adversarial	adversarial	ADJ
easat-1684	42	9	networks	network	NOUN
easat-1684	42	10	(	(	PUNCT
easat-1684	42	11	gans	gan	NOUN
easat-1684	42	12	)	)	PUNCT
easat-1684	43	1	[	[	X
easat-1684	43	2	25–27	25–27	NUM
easat-1684	43	3	]	]	PUNCT
easat-1684	43	4	have	have	AUX
easat-1684	43	5	been	be	AUX
easat-1684	43	6	employed	employ	VERB
easat-1684	43	7	.	.	PUNCT
easat-1684	44	1	unlike	unlike	ADP
easat-1684	44	2	traditional	traditional	ADJ
easat-1684	44	3	methods	method	NOUN
easat-1684	44	4	that	that	PRON
easat-1684	44	5	rely	rely	VERB
easat-1684	44	6	on	on	ADP
easat-1684	44	7	noise	noise	NOUN
easat-1684	44	8	estimation	estimation	NOUN
easat-1684	44	9	,	,	PUNCT
easat-1684	44	10	deep	deep	ADJ
easat-1684	44	11	-	-	PUNCT
easat-1684	44	12	learning	learning	NOUN
easat-1684	44	13	-	-	PUNCT
easat-1684	44	14	based	base	VERB
easat-1684	44	15	methods	method	NOUN
easat-1684	44	16	work	work	VERB
easat-1684	44	17	by	by	ADP
easat-1684	44	18	mapping	map	VERB
easat-1684	44	19	distorted	distort	VERB
easat-1684	44	20	speech	speech	NOUN
easat-1684	44	21	to	to	ADP
easat-1684	44	22	the	the	DET
easat-1684	44	23	target	target	NOUN
easat-1684	44	24	clean	clean	ADJ
easat-1684	44	25	speech	speech	NOUN
easat-1684	44	26	.	.	PUNCT
easat-1684	45	1	with	with	ADP
easat-1684	45	2	a	a	DET
easat-1684	45	3	certain	certain	ADJ
easat-1684	45	4	amount	amount	NOUN
easat-1684	45	5	of	of	ADP
easat-1684	45	6	training	training	NOUN
easat-1684	45	7	data	datum	NOUN
easat-1684	45	8	,	,	PUNCT
easat-1684	45	9	the	the	DET
easat-1684	45	10	parameters	parameter	NOUN
easat-1684	45	11	of	of	ADP
easat-1684	45	12	such	such	ADJ
easat-1684	45	13	models	model	NOUN
easat-1684	45	14	are	be	AUX
easat-1684	45	15	then	then	ADV
easat-1684	45	16	optimized	optimize	VERB
easat-1684	45	17	so	so	SCONJ
easat-1684	45	18	that	that	SCONJ
easat-1684	45	19	the	the	DET
easat-1684	45	20	resulting	result	VERB
easat-1684	45	21	models	model	NOUN
easat-1684	45	22	can	can	AUX
easat-1684	45	23	use	use	VERB
easat-1684	45	24	distorted	distort	VERB
easat-1684	45	25	signals	signal	NOUN
easat-1684	45	26	to	to	PART
easat-1684	45	27	produce	produce	VERB
easat-1684	45	28	estimations	estimation	NOUN
easat-1684	45	29	of	of	ADP
easat-1684	45	30	the	the	DET
easat-1684	45	31	clean	clean	ADJ
easat-1684	45	32	speech	speech	NOUN
easat-1684	45	33	signals	signal	NOUN
easat-1684	45	34	;	;	PUNCT
easat-1684	45	35	hence	hence	ADV
easat-1684	45	36	,	,	PUNCT
easat-1684	45	37	no	no	DET
easat-1684	45	38	noise	noise	NOUN
easat-1684	45	39	estimation	estimation	NOUN
easat-1684	45	40	is	be	AUX
easat-1684	45	41	required	require	VERB
easat-1684	45	42	.	.	PUNCT
easat-1684	46	1	in	in	ADP
easat-1684	46	2	this	this	DET
easat-1684	46	3	study	study	NOUN
easat-1684	46	4	,	,	PUNCT
easat-1684	46	5	we	we	PRON
easat-1684	46	6	explore	explore	VERB
easat-1684	46	7	the	the	DET
easat-1684	46	8	use	use	NOUN
easat-1684	46	9	of	of	ADP
easat-1684	46	10	deep	deep	ADJ
easat-1684	46	11	learning	learning	NOUN
easat-1684	46	12	for	for	ADP
easat-1684	46	13	speech	speech	NOUN
easat-1684	46	14	enhancement	enhancement	NOUN
easat-1684	46	15	to	to	PART
easat-1684	46	16	improve	improve	VERB
easat-1684	46	17	the	the	DET
easat-1684	46	18	quality	quality	NOUN
easat-1684	46	19	of	of	ADP
easat-1684	46	20	decrypted	decrypt	VERB
easat-1684	46	21	speech	speech	NOUN
easat-1684	46	22	.	.	PUNCT
easat-1684	47	1	using	use	VERB
easat-1684	47	2	an	an	DET
easat-1684	47	3	auto	auto	NOUN
easat-1684	47	4	-	-	PUNCT
easat-1684	47	5	encoder	encoder	NOUN
easat-1684	47	6	with	with	ADP
easat-1684	47	7	a	a	DET
easat-1684	47	8	convolutional	convolutional	ADJ
easat-1684	47	9	neural	neural	ADJ
easat-1684	47	10	network	network	NOUN
easat-1684	47	11	(	(	PUNCT
easat-1684	47	12	cnn	cnn	PROPN
easat-1684	47	13	)	)	PUNCT
easat-1684	47	14	is	be	AUX
easat-1684	47	15	a	a	DET
easat-1684	47	16	popular	popular	ADJ
easat-1684	47	17	architecture	architecture	NOUN
easat-1684	47	18	for	for	ADP
easat-1684	47	19	speech	speech	NOUN
easat-1684	47	20	enhancement	enhancement	NOUN
easat-1684	47	21	;	;	PUNCT
easat-1684	47	22	examples	example	NOUN
easat-1684	47	23	thereof	thereof	ADV
easat-1684	47	24	include	include	VERB
easat-1684	47	25	wavenet	wavenet	PROPN
easat-1684	47	26	[	[	X
easat-1684	47	27	28	28	NUM
easat-1684	47	28	]	]	PUNCT
easat-1684	47	29	,	,	PUNCT
easat-1684	47	30	u	u	NOUN
easat-1684	47	31	-	-	NOUN
easat-1684	47	32	net	net	ADJ
easat-1684	47	33	[	[	X
easat-1684	47	34	29	29	NUM
easat-1684	47	35	]	]	PUNCT
easat-1684	47	36	,	,	PUNCT
easat-1684	47	37	and	and	CCONJ
easat-1684	47	38	segan	segan	ADJ
easat-1684	47	39	(	(	PUNCT
easat-1684	47	40	speech	speech	NOUN
easat-1684	47	41	-	-	PUNCT
easat-1684	47	42	enhancement	enhancement	NOUN
easat-1684	47	43	-	-	PUNCT
easat-1684	47	44	based	base	VERB
easat-1684	47	45	gan	gan	NOUN
easat-1684	47	46	)	)	PUNCT
easat-1684	48	1	[	[	X
easat-1684	48	2	25	25	NUM
easat-1684	48	3	]	]	PUNCT
easat-1684	48	4	.	.	PUNCT
easat-1684	49	1	cnns	cnns	PROPN
easat-1684	49	2	are	be	AUX
easat-1684	49	3	built	build	VERB
easat-1684	49	4	from	from	ADP
easat-1684	49	5	convolutional	convolutional	ADJ
easat-1684	49	6	layers	layer	NOUN
easat-1684	49	7	to	to	PART
easat-1684	49	8	model	model	VERB
easat-1684	49	9	spatial	spatial	ADJ
easat-1684	49	10	correlations	correlation	NOUN
easat-1684	49	11	in	in	ADP
easat-1684	49	12	data	datum	NOUN
easat-1684	49	13	,	,	PUNCT
easat-1684	49	14	which	which	PRON
easat-1684	49	15	may	may	AUX
easat-1684	49	16	be	be	AUX
easat-1684	49	17	beneficial	beneficial	ADJ
easat-1684	49	18	for	for	ADP
easat-1684	49	19	speech	speech	NOUN
easat-1684	49	20	enhancement	enhancement	NOUN
easat-1684	49	21	.	.	PUNCT
easat-1684	50	1	however	however	ADV
easat-1684	50	2	,	,	PUNCT
easat-1684	50	3	they	they	PRON
easat-1684	50	4	may	may	AUX
easat-1684	50	5	not	not	PART
easat-1684	50	6	be	be	AUX
easat-1684	50	7	adequate	adequate	ADJ
easat-1684	50	8	for	for	ADP
easat-1684	50	9	modeling	model	VERB
easat-1684	50	10	the	the	DET
easat-1684	50	11	temporal	temporal	ADJ
easat-1684	50	12	correlations	correlation	NOUN
easat-1684	50	13	in	in	ADP
easat-1684	50	14	speech	speech	NOUN
easat-1684	50	15	data	datum	NOUN
easat-1684	50	16	.	.	PUNCT
easat-1684	51	1	in	in	ADP
easat-1684	51	2	previous	previous	ADJ
easat-1684	51	3	studies	study	NOUN
easat-1684	51	4	,	,	PUNCT
easat-1684	51	5	attention	attention	NOUN
easat-1684	51	6	modules	module	NOUN
easat-1684	51	7	[	[	X
easat-1684	51	8	30	30	NUM
easat-1684	51	9	]	]	PUNCT
easat-1684	51	10	were	be	AUX
easat-1684	51	11	added	add	VERB
easat-1684	51	12	for	for	ADP
easat-1684	51	13	this	this	DET
easat-1684	51	14	purpose	purpose	NOUN
easat-1684	51	15	[	[	X
easat-1684	51	16	31	31	NUM
easat-1684	51	17	]	]	PUNCT
easat-1684	51	18	.	.	PUNCT
easat-1684	52	1	here	here	ADV
easat-1684	52	2	,	,	PUNCT
easat-1684	52	3	we	we	PRON
easat-1684	52	4	added	add	VERB
easat-1684	52	5	gating	gate	VERB
easat-1684	52	6	mechanisms	mechanism	NOUN
easat-1684	52	7	to	to	ADP
easat-1684	52	8	the	the	DET
easat-1684	52	9	convolutional	convolutional	ADJ
easat-1684	52	10	layers	layer	NOUN
easat-1684	52	11	,	,	PUNCT
easat-1684	52	12	as	as	ADP
easat-1684	52	13	in	in	ADP
easat-1684	52	14	[	[	X
easat-1684	52	15	32	32	NUM
easat-1684	52	16	]	]	PUNCT
easat-1684	52	17	,	,	PUNCT
easat-1684	52	18	and	and	CCONJ
easat-1684	52	19	used	use	VERB
easat-1684	52	20	this	this	PRON
easat-1684	52	21	for	for	ADP
easat-1684	52	22	speech	speech	NOUN
easat-1684	52	23	enhancement	enhancement	NOUN
easat-1684	52	24	.	.	PUNCT
easat-1684	53	1	our	our	PRON
easat-1684	53	2	experiments	experiment	NOUN
easat-1684	53	3	showed	show	VERB
easat-1684	53	4	that	that	SCONJ
easat-1684	53	5	deep	deep	ADJ
easat-1684	53	6	learning	learning	NOUN
easat-1684	53	7	is	be	AUX
easat-1684	53	8	generally	generally	ADV
easat-1684	53	9	better	well	ADJ
easat-1684	53	10	than	than	ADP
easat-1684	53	11	traditional	traditional	ADJ
easat-1684	53	12	methods	method	NOUN
easat-1684	53	13	in	in	ADP
easat-1684	53	14	improving	improve	VERB
easat-1684	53	15	the	the	DET
easat-1684	53	16	quality	quality	NOUN
easat-1684	53	17	of	of	ADP
easat-1684	53	18	speech	speech	NOUN
easat-1684	53	19	signals	signal	NOUN
easat-1684	53	20	.	.	PUNCT
easat-1684	54	1	in	in	ADP
easat-1684	54	2	our	our	PRON
easat-1684	54	3	proposed	propose	VERB
easat-1684	54	4	method	method	NOUN
easat-1684	54	5	,	,	PUNCT
easat-1684	54	6	gated	gate	VERB
easat-1684	54	7	convolutional	convolutional	ADJ
easat-1684	54	8	neural	neural	ADJ
easat-1684	54	9	networks	network	NOUN
easat-1684	54	10	(	(	PUNCT
easat-1684	54	11	gcnns	gcnns	ADV
easat-1684	54	12	)	)	PUNCT
easat-1684	54	13	were	be	AUX
easat-1684	54	14	shown	show	VERB
easat-1684	54	15	to	to	PART
easat-1684	54	16	be	be	AUX
easat-1684	54	17	better	well	ADJ
easat-1684	54	18	than	than	ADP
easat-1684	54	19	cnns	cnn	NOUN
easat-1684	54	20	on	on	ADP
easat-1684	54	21	several	several	ADJ
easat-1684	54	22	evaluation	evaluation	NOUN
easat-1684	54	23	metrics	metric	NOUN
easat-1684	54	24	.	.	PUNCT
easat-1684	55	1	to	to	ADP
easat-1684	55	2	the	the	DET
easat-1684	55	3	best	good	ADJ
easat-1684	55	4	of	of	ADP
easat-1684	55	5	our	our	PRON
easat-1684	55	6	knowledge	knowledge	NOUN
easat-1684	55	7	,	,	PUNCT
easat-1684	55	8	no	no	DET
easat-1684	55	9	effort	effort	NOUN
easat-1684	55	10	has	have	AUX
easat-1684	55	11	been	be	AUX
easat-1684	55	12	made	make	VERB
easat-1684	55	13	to	to	PART
easat-1684	55	14	employ	employ	VERB
easat-1684	55	15	deep	deep	ADJ
easat-1684	55	16	learning	learning	NOUN
easat-1684	55	17	to	to	PART
easat-1684	55	18	improve	improve	VERB
easat-1684	55	19	the	the	DET
easat-1684	55	20	quality	quality	NOUN
easat-1684	55	21	of	of	ADP
easat-1684	55	22	decrypted	decrypt	VERB
easat-1684	55	23	speech	speech	NOUN
easat-1684	55	24	.	.	PUNCT
easat-1684	56	1	2	2	X
easat-1684	56	2	.	.	X
easat-1684	56	3	related	relate	VERB
easat-1684	56	4	studies	study	NOUN
easat-1684	56	5	the	the	DET
easat-1684	56	6	objective	objective	NOUN
easat-1684	56	7	of	of	ADP
easat-1684	56	8	speech	speech	NOUN
easat-1684	56	9	enhancement	enhancement	NOUN
easat-1684	56	10	methods	method	NOUN
easat-1684	56	11	is	be	AUX
easat-1684	56	12	to	to	PART
easat-1684	56	13	improve	improve	VERB
easat-1684	56	14	the	the	DET
easat-1684	56	15	intelligibility	intelligibility	NOUN
easat-1684	56	16	and/or	and/or	CCONJ
easat-1684	56	17	overall	overall	ADJ
easat-1684	56	18	perceptual	perceptual	ADJ
easat-1684	56	19	quality	quality	NOUN
easat-1684	56	20	of	of	ADP
easat-1684	56	21	degraded	degraded	ADJ
easat-1684	56	22	speech	speech	NOUN
easat-1684	56	23	signals	signal	NOUN
easat-1684	56	24	caused	cause	VERB
easat-1684	56	25	by	by	ADP
easat-1684	56	26	either	either	CCONJ
easat-1684	56	27	environmental	environmental	ADJ
easat-1684	56	28	noise	noise	NOUN
easat-1684	56	29	or	or	CCONJ
easat-1684	56	30	other	other	ADJ
easat-1684	56	31	types	type	NOUN
easat-1684	56	32	of	of	ADP
easat-1684	56	33	distortions	distortion	NOUN
easat-1684	56	34	.	.	PUNCT
easat-1684	57	1	we	we	PRON
easat-1684	57	2	can	can	AUX
easat-1684	57	3	categorize	categorize	VERB
easat-1684	57	4	speech	speech	NOUN
easat-1684	57	5	enhancement	enhancement	NOUN
easat-1684	57	6	methods	method	NOUN
easat-1684	57	7	into	into	ADP
easat-1684	57	8	two	two	NUM
easat-1684	57	9	types	type	NOUN
easat-1684	57	10	:	:	PUNCT
easat-1684	57	11	masking	mask	VERB
easat-1684	57	12	-	-	PUNCT
easat-1684	57	13	based	base	VERB
easat-1684	57	14	and	and	CCONJ
easat-1684	57	15	mapping	mapping	NOUN
easat-1684	57	16	-	-	PUNCT
easat-1684	57	17	based	base	VERB
easat-1684	57	18	methods	method	NOUN
easat-1684	57	19	.	.	PUNCT
easat-1684	58	1	the	the	DET
easat-1684	58	2	first	first	ADJ
easat-1684	58	3	category	category	NOUN
easat-1684	58	4	attempts	attempt	VERB
easat-1684	58	5	to	to	PART
easat-1684	58	6	obtain	obtain	VERB
easat-1684	58	7	clean	clean	ADJ
easat-1684	58	8	speech	speech	NOUN
easat-1684	58	9	estimates	estimate	NOUN
easat-1684	58	10	via	via	ADP
easat-1684	58	11	various	various	ADJ
easat-1684	58	12	signalprocessing	signalprocesse	VERB
easat-1684	58	13	methods	method	NOUN
easat-1684	58	14	.	.	PUNCT
easat-1684	59	1	one	one	NUM
easat-1684	59	2	way	way	NOUN
easat-1684	59	3	to	to	PART
easat-1684	59	4	do	do	VERB
easat-1684	59	5	so	so	ADV
easat-1684	59	6	is	be	AUX
easat-1684	59	7	by	by	ADP
easat-1684	59	8	estimating	estimate	VERB
easat-1684	59	9	the	the	DET
easat-1684	59	10	noise	noise	NOUN
easat-1684	59	11	parts	part	NOUN
easat-1684	59	12	of	of	ADP
easat-1684	59	13	noisy	noisy	ADJ
easat-1684	59	14	speech	speech	NOUN
easat-1684	59	15	signals	signal	NOUN
easat-1684	59	16	and	and	CCONJ
easat-1684	59	17	then	then	ADV
easat-1684	59	18	removing	remove	VERB
easat-1684	59	19	them	they	PRON
easat-1684	59	20	using	use	VERB
easat-1684	59	21	spectral	spectral	ADJ
easat-1684	59	22	subtraction	subtraction	NOUN
easat-1684	59	23	[	[	X
easat-1684	59	24	11	11	NUM
easat-1684	59	25	]	]	PUNCT
easat-1684	59	26	,	,	PUNCT
easat-1684	59	27	wiener	wiener	NOUN
easat-1684	59	28	filtering	filtering	NOUN
easat-1684	60	1	[	[	X
easat-1684	60	2	12	12	NUM
easat-1684	60	3	,	,	PUNCT
easat-1684	60	4	13	13	NUM
easat-1684	60	5	]	]	PUNCT
easat-1684	60	6	,	,	PUNCT
easat-1684	60	7	or	or	CCONJ
easat-1684	60	8	kalman	kalman	NOUN
easat-1684	60	9	filtering	filter	VERB
easat-1684	61	1	[	[	X
easat-1684	61	2	14	14	NUM
easat-1684	61	3	]	]	PUNCT
easat-1684	61	4	.	.	PUNCT
easat-1684	62	1	in	in	ADP
easat-1684	62	2	other	other	ADJ
easat-1684	62	3	words	word	NOUN
easat-1684	62	4	,	,	PUNCT
easat-1684	62	5	estimated	estimate	VERB
easat-1684	62	6	noise	noise	NOUN
easat-1684	62	7	information	information	NOUN
easat-1684	62	8	is	be	AUX
easat-1684	62	9	used	use	VERB
easat-1684	62	10	to	to	PART
easat-1684	62	11	choose	choose	VERB
easat-1684	62	12	masking	masking	NOUN
easat-1684	62	13	factors	factor	NOUN
easat-1684	62	14	for	for	ADP
easat-1684	62	15	the	the	DET
easat-1684	62	16	speech	speech	NOUN
easat-1684	62	17	signals	signal	NOUN
easat-1684	62	18	and	and	CCONJ
easat-1684	62	19	,	,	PUNCT
easat-1684	62	20	258	258	NUM
easat-1684	62	21	edelweiss	edelweiss	PROPN
easat-1684	62	22	applied	apply	VERB
easat-1684	62	23	science	science	NOUN
easat-1684	62	24	and	and	CCONJ
easat-1684	62	25	technology	technology	NOUN
easat-1684	62	26	issn	issn	PROPN
easat-1684	62	27	:	:	PUNCT
easat-1684	62	28	2576	2576	NUM
easat-1684	62	29	-	-	SYM
easat-1684	62	30	8484	8484	NUM
easat-1684	62	31	vol	vol	NOUN
easat-1684	62	32	.	.	PROPN
easat-1684	63	1	8	8	NUM
easat-1684	63	2	,	,	PUNCT
easat-1684	63	3	no	no	INTJ
easat-1684	63	4	.	.	NOUN
easat-1684	63	5	5	5	NUM
easat-1684	63	6	:	:	SYM
easat-1684	63	7	256	256	NUM
easat-1684	63	8	-	-	SYM
easat-1684	63	9	270	270	NUM
easat-1684	63	10	,	,	PUNCT
easat-1684	63	11	2024	2024	NUM
easat-1684	63	12	doi	doi	NOUN
easat-1684	63	13	:	:	PUNCT
easat-1684	63	14	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	63	15	©	©	ADP
easat-1684	63	16	2024	2024	NUM
easat-1684	63	17	by	by	ADP
easat-1684	63	18	the	the	DET
easat-1684	63	19	authors	author	NOUN
easat-1684	64	1	;	;	PUNCT
easat-1684	64	2	licensee	licensee	PROPN
easat-1684	64	3	learning	learning	NOUN
easat-1684	64	4	gate	gate	NOUN
easat-1684	64	5	hence	hence	ADV
easat-1684	64	6	,	,	PUNCT
easat-1684	64	7	minimize	minimize	VERB
easat-1684	64	8	their	their	PRON
easat-1684	64	9	effects	effect	NOUN
easat-1684	64	10	.	.	PUNCT
easat-1684	65	1	however	however	ADV
easat-1684	65	2	,	,	PUNCT
easat-1684	65	3	inaccuracies	inaccuracy	NOUN
easat-1684	65	4	in	in	ADP
easat-1684	65	5	noise	noise	NOUN
easat-1684	65	6	estimation	estimation	NOUN
easat-1684	65	7	often	often	ADV
easat-1684	65	8	produce	produce	VERB
easat-1684	65	9	what	what	PRON
easat-1684	65	10	is	be	AUX
easat-1684	65	11	called	call	VERB
easat-1684	65	12	musical	musical	ADJ
easat-1684	65	13	noise	noise	NOUN
easat-1684	65	14	,	,	PUNCT
easat-1684	65	15	which	which	PRON
easat-1684	65	16	is	be	AUX
easat-1684	65	17	often	often	ADV
easat-1684	65	18	more	more	ADV
easat-1684	65	19	disturbing	disturbing	ADJ
easat-1684	65	20	than	than	ADP
easat-1684	65	21	the	the	DET
easat-1684	65	22	original	original	ADJ
easat-1684	65	23	noise	noise	NOUN
easat-1684	65	24	[	[	X
easat-1684	65	25	33	33	NUM
easat-1684	65	26	]	]	PUNCT
easat-1684	65	27	.	.	PUNCT
easat-1684	66	1	various	various	ADJ
easat-1684	66	2	approaches	approach	NOUN
easat-1684	66	3	have	have	AUX
easat-1684	66	4	been	be	AUX
easat-1684	66	5	employed	employ	VERB
easat-1684	66	6	to	to	PART
easat-1684	66	7	minimize	minimize	VERB
easat-1684	66	8	the	the	DET
easat-1684	66	9	effect	effect	NOUN
easat-1684	66	10	of	of	ADP
easat-1684	66	11	musical	musical	ADJ
easat-1684	66	12	noise	noise	NOUN
easat-1684	66	13	.	.	PUNCT
easat-1684	67	1	applying	apply	VERB
easat-1684	67	2	flooring	floor	VERB
easat-1684	67	3	factors	factor	NOUN
easat-1684	67	4	[	[	X
easat-1684	67	5	34	34	NUM
easat-1684	67	6	,	,	PUNCT
easat-1684	67	7	35	35	NUM
easat-1684	67	8	]	]	PUNCT
easat-1684	67	9	or	or	CCONJ
easat-1684	67	10	nonlinear	nonlinear	ADJ
easat-1684	67	11	signal	signal	NOUN
easat-1684	67	12	processing	processing	NOUN
easat-1684	67	13	methods	method	NOUN
easat-1684	67	14	[	[	X
easat-1684	67	15	36–38	36–38	NUM
easat-1684	67	16	]	]	PUNCT
easat-1684	67	17	can	can	AUX
easat-1684	67	18	reduce	reduce	VERB
easat-1684	67	19	musical	musical	ADJ
easat-1684	67	20	noise	noise	NOUN
easat-1684	67	21	.	.	PUNCT
easat-1684	68	1	however	however	ADV
easat-1684	68	2	,	,	PUNCT
easat-1684	68	3	the	the	DET
easat-1684	68	4	reduction	reduction	NOUN
easat-1684	68	5	of	of	ADP
easat-1684	68	6	musical	musical	ADJ
easat-1684	68	7	noise	noise	NOUN
easat-1684	68	8	levels	level	NOUN
easat-1684	68	9	is	be	AUX
easat-1684	68	10	usually	usually	ADV
easat-1684	68	11	traded	trade	VERB
easat-1684	68	12	with	with	ADP
easat-1684	68	13	the	the	DET
easat-1684	68	14	degradation	degradation	NOUN
easat-1684	68	15	of	of	ADP
easat-1684	68	16	noise	noise	NOUN
easat-1684	68	17	reduction	reduction	NOUN
easat-1684	68	18	levels	level	NOUN
easat-1684	68	19	.	.	PUNCT
easat-1684	69	1	though	though	SCONJ
easat-1684	69	2	they	they	PRON
easat-1684	69	3	are	be	AUX
easat-1684	69	4	able	able	ADJ
easat-1684	69	5	to	to	PART
easat-1684	69	6	reduce	reduce	VERB
easat-1684	69	7	the	the	DET
easat-1684	69	8	effect	effect	NOUN
easat-1684	69	9	of	of	ADP
easat-1684	69	10	musical	musical	ADJ
easat-1684	69	11	noise	noise	NOUN
easat-1684	69	12	,	,	PUNCT
easat-1684	69	13	iterative	iterative	NOUN
easat-1684	69	14	approaches	approach	NOUN
easat-1684	69	15	[	[	X
easat-1684	69	16	39–41	39–41	NUM
easat-1684	69	17	]	]	PUNCT
easat-1684	69	18	require	require	VERB
easat-1684	69	19	more	more	ADJ
easat-1684	69	20	computation	computation	NOUN
easat-1684	69	21	and	and	CCONJ
easat-1684	69	22	,	,	PUNCT
easat-1684	69	23	hence	hence	ADV
easat-1684	69	24	,	,	PUNCT
easat-1684	69	25	may	may	AUX
easat-1684	69	26	not	not	PART
easat-1684	69	27	be	be	AUX
easat-1684	69	28	suitable	suitable	ADJ
easat-1684	69	29	for	for	ADP
easat-1684	69	30	real	real	ADJ
easat-1684	69	31	-	-	PUNCT
easat-1684	69	32	time	time	NOUN
easat-1684	69	33	implementations	implementation	NOUN
easat-1684	69	34	.	.	PUNCT
easat-1684	70	1	in	in	ADP
easat-1684	70	2	mapping	mapping	NOUN
easat-1684	70	3	-	-	PUNCT
easat-1684	70	4	based	base	VERB
easat-1684	70	5	methods	method	NOUN
easat-1684	70	6	,	,	PUNCT
easat-1684	70	7	a	a	DET
easat-1684	70	8	particular	particular	ADJ
easat-1684	70	9	function	function	NOUN
easat-1684	70	10	is	be	AUX
easat-1684	70	11	used	use	VERB
easat-1684	70	12	to	to	PART
easat-1684	70	13	map	map	VERB
easat-1684	70	14	noisy	noisy	ADJ
easat-1684	70	15	speech	speech	NOUN
easat-1684	70	16	to	to	ADP
easat-1684	70	17	the	the	DET
easat-1684	70	18	target	target	NOUN
easat-1684	70	19	clean	clean	ADJ
easat-1684	70	20	speech	speech	NOUN
easat-1684	70	21	.	.	PUNCT
easat-1684	71	1	using	use	VERB
easat-1684	71	2	a	a	DET
easat-1684	71	3	certain	certain	ADJ
easat-1684	71	4	amount	amount	NOUN
easat-1684	71	5	of	of	ADP
easat-1684	71	6	training	training	NOUN
easat-1684	71	7	data	datum	NOUN
easat-1684	71	8	,	,	PUNCT
easat-1684	71	9	the	the	DET
easat-1684	71	10	mapping	mapping	NOUN
easat-1684	71	11	function	function	NOUN
easat-1684	71	12	is	be	AUX
easat-1684	71	13	then	then	ADV
easat-1684	71	14	optimized	optimize	VERB
easat-1684	71	15	to	to	PART
easat-1684	71	16	fit	fit	VERB
easat-1684	71	17	with	with	ADP
easat-1684	71	18	the	the	DET
easat-1684	71	19	training	training	NOUN
easat-1684	71	20	data	datum	NOUN
easat-1684	71	21	.	.	PUNCT
easat-1684	72	1	currently	currently	ADV
easat-1684	72	2	,	,	PUNCT
easat-1684	72	3	mapping	mapping	NOUN
easat-1684	72	4	-	-	PUNCT
easat-1684	72	5	based	base	VERB
easat-1684	72	6	methods	method	NOUN
easat-1684	72	7	are	be	AUX
easat-1684	72	8	arguably	arguably	ADV
easat-1684	72	9	more	more	ADV
easat-1684	72	10	dominant	dominant	ADJ
easat-1684	72	11	for	for	ADP
easat-1684	72	12	speech	speech	NOUN
easat-1684	72	13	enhancement	enhancement	NOUN
easat-1684	72	14	with	with	ADP
easat-1684	72	15	the	the	DET
easat-1684	72	16	emergence	emergence	NOUN
easat-1684	72	17	of	of	ADP
easat-1684	72	18	deep	deep	ADJ
easat-1684	72	19	learning	learning	NOUN
easat-1684	72	20	technologies	technology	NOUN
easat-1684	72	21	.	.	PUNCT
easat-1684	73	1	in	in	ADP
easat-1684	73	2	deep	deep	ADJ
easat-1684	73	3	learning	learning	NOUN
easat-1684	73	4	,	,	PUNCT
easat-1684	73	5	we	we	PRON
easat-1684	73	6	can	can	AUX
easat-1684	73	7	categorize	categorize	VERB
easat-1684	73	8	the	the	DET
easat-1684	73	9	methods	method	NOUN
easat-1684	73	10	into	into	ADP
easat-1684	73	11	two	two	NUM
easat-1684	73	12	groups	group	NOUN
easat-1684	73	13	.	.	PUNCT
easat-1684	74	1	neural	neural	ADJ
easat-1684	74	2	network	network	PROPN
easat-1684	74	3	architectures	architecture	NOUN
easat-1684	74	4	are	be	AUX
easat-1684	74	5	trained	train	VERB
easat-1684	74	6	in	in	ADP
easat-1684	74	7	a	a	DET
easat-1684	74	8	discriminative	discriminative	NOUN
easat-1684	74	9	manner	manner	NOUN
easat-1684	74	10	or	or	CCONJ
easat-1684	74	11	a	a	DET
easat-1684	74	12	generative	generative	ADJ
easat-1684	74	13	manner	manner	NOUN
easat-1684	74	14	;	;	PUNCT
easat-1684	74	15	various	various	ADJ
easat-1684	74	16	architectures	architecture	NOUN
easat-1684	74	17	,	,	PUNCT
easat-1684	74	18	such	such	ADJ
easat-1684	74	19	as	as	ADP
easat-1684	74	20	deep	deep	ADJ
easat-1684	74	21	neural	neural	ADJ
easat-1684	74	22	networks	network	NOUN
easat-1684	74	23	(	(	PUNCT
easat-1684	74	24	dnns	dnn	NOUN
easat-1684	74	25	)	)	PUNCT
easat-1684	75	1	[	[	X
easat-1684	75	2	18	18	NUM
easat-1684	75	3	,	,	PUNCT
easat-1684	75	4	19	19	NUM
easat-1684	75	5	]	]	PUNCT
easat-1684	75	6	,	,	PUNCT
easat-1684	75	7	auto	auto	NOUN
easat-1684	75	8	-	-	PUNCT
easat-1684	75	9	encoders	encoder	NOUN
easat-1684	75	10	(	(	PUNCT
easat-1684	75	11	aes	aes	PROPN
easat-1684	75	12	)	)	PUNCT
easat-1684	75	13	[	[	X
easat-1684	75	14	21	21	NUM
easat-1684	75	15	]	]	PUNCT
easat-1684	75	16	,	,	PUNCT
easat-1684	75	17	recurrent	recurrent	ADJ
easat-1684	75	18	neural	neural	ADJ
easat-1684	75	19	networks	network	NOUN
easat-1684	75	20	[	[	X
easat-1684	75	21	22	22	NUM
easat-1684	75	22	]	]	PUNCT
easat-1684	75	23	,	,	PUNCT
easat-1684	75	24	convolutional	convolutional	ADJ
easat-1684	75	25	neural	neural	ADJ
easat-1684	75	26	networks	network	NOUN
easat-1684	75	27	(	(	PUNCT
easat-1684	75	28	cnns	cnns	PROPN
easat-1684	75	29	)	)	PUNCT
easat-1684	76	1	[	[	X
easat-1684	76	2	23	23	NUM
easat-1684	76	3	,	,	PUNCT
easat-1684	76	4	24	24	NUM
easat-1684	76	5	]	]	PUNCT
easat-1684	76	6	,	,	PUNCT
easat-1684	76	7	and	and	CCONJ
easat-1684	76	8	generative	generative	VERB
easat-1684	76	9	adversarial	adversarial	ADJ
easat-1684	76	10	networks	network	NOUN
easat-1684	76	11	(	(	PUNCT
easat-1684	76	12	gans	gan	NOUN
easat-1684	76	13	)	)	PUNCT
easat-1684	77	1	[	[	X
easat-1684	77	2	25–27	25–27	NUM
easat-1684	77	3	,	,	PUNCT
easat-1684	77	4	42	42	NUM
easat-1684	77	5	]	]	PUNCT
easat-1684	77	6	,	,	PUNCT
easat-1684	77	7	have	have	AUX
easat-1684	77	8	been	be	AUX
easat-1684	77	9	implemented	implement	VERB
easat-1684	77	10	.	.	PUNCT
easat-1684	78	1	for	for	ADP
easat-1684	78	2	secured	secured	ADJ
easat-1684	78	3	communications	communication	NOUN
easat-1684	78	4	,	,	PUNCT
easat-1684	78	5	the	the	DET
easat-1684	78	6	encryption	encryption	NOUN
easat-1684	78	7	process	process	NOUN
easat-1684	78	8	produces	produce	VERB
easat-1684	78	9	decrypted	decrypt	VERB
easat-1684	78	10	speech	speech	NOUN
easat-1684	78	11	with	with	ADP
easat-1684	78	12	degraded	degraded	ADJ
easat-1684	78	13	quality	quality	NOUN
easat-1684	78	14	due	due	ADP
easat-1684	78	15	to	to	ADP
easat-1684	78	16	the	the	DET
easat-1684	78	17	randomization	randomization	NOUN
easat-1684	78	18	process	process	NOUN
easat-1684	78	19	.	.	PUNCT
easat-1684	79	1	most	most	ADJ
easat-1684	79	2	studies	study	NOUN
easat-1684	79	3	aim	aim	VERB
easat-1684	79	4	to	to	PART
easat-1684	79	5	improve	improve	VERB
easat-1684	79	6	the	the	DET
easat-1684	79	7	quality	quality	NOUN
easat-1684	79	8	of	of	ADP
easat-1684	79	9	decrypted	decrypt	VERB
easat-1684	79	10	speech	speech	NOUN
easat-1684	79	11	by	by	ADP
easat-1684	79	12	designing	design	VERB
easat-1684	79	13	encryption	encryption	NOUN
easat-1684	79	14	methods	method	NOUN
easat-1684	79	15	that	that	PRON
easat-1684	79	16	preserve	preserve	VERB
easat-1684	79	17	the	the	DET
easat-1684	79	18	speech	speech	NOUN
easat-1684	79	19	quality	quality	NOUN
easat-1684	79	20	and	and	CCONJ
easat-1684	79	21	intelligibility	intelligibility	NOUN
easat-1684	79	22	[	[	X
easat-1684	79	23	6	6	NUM
easat-1684	79	24	,	,	PUNCT
easat-1684	79	25	7	7	NUM
easat-1684	79	26	,	,	PUNCT
easat-1684	79	27	9	9	NUM
easat-1684	79	28	,	,	PUNCT
easat-1684	79	29	10	10	NUM
easat-1684	79	30	]	]	PUNCT
easat-1684	79	31	.	.	PUNCT
easat-1684	80	1	only	only	ADV
easat-1684	80	2	a	a	DET
easat-1684	80	3	few	few	ADJ
easat-1684	80	4	studies	study	NOUN
easat-1684	80	5	have	have	AUX
easat-1684	80	6	attempted	attempt	VERB
easat-1684	80	7	to	to	PART
easat-1684	80	8	use	use	VERB
easat-1684	80	9	speech	speech	NOUN
easat-1684	80	10	enhancement	enhancement	NOUN
easat-1684	80	11	to	to	PART
easat-1684	80	12	improve	improve	VERB
easat-1684	80	13	the	the	DET
easat-1684	80	14	quality	quality	NOUN
easat-1684	80	15	of	of	ADP
easat-1684	80	16	decrypted	decrypt	VERB
easat-1684	80	17	speech	speech	NOUN
easat-1684	80	18	.	.	PUNCT
easat-1684	81	1	most	most	ADJ
easat-1684	81	2	studies	study	NOUN
easat-1684	81	3	in	in	ADP
easat-1684	81	4	this	this	DET
easat-1684	81	5	area	area	NOUN
easat-1684	81	6	require	require	VERB
easat-1684	81	7	multiple	multiple	ADJ
easat-1684	81	8	microphones	microphone	NOUN
easat-1684	81	9	or	or	CCONJ
easat-1684	81	10	multi	multi	ADJ
easat-1684	81	11	-	-	ADJ
easat-1684	81	12	channel	channel	NOUN
easat-1684	81	13	communications	communication	NOUN
easat-1684	81	14	.	.	PUNCT
easat-1684	82	1	for	for	ADP
easat-1684	82	2	this	this	PRON
easat-1684	82	3	,	,	PUNCT
easat-1684	82	4	beamforming	beamforming	NOUN
easat-1684	82	5	and	and	CCONJ
easat-1684	82	6	its	its	PRON
easat-1684	82	7	variants	variant	NOUN
easat-1684	82	8	are	be	AUX
easat-1684	82	9	often	often	ADV
easat-1684	82	10	proposed	propose	VERB
easat-1684	82	11	.	.	PUNCT
easat-1684	83	1	for	for	ADP
easat-1684	83	2	instance	instance	NOUN
easat-1684	83	3	,	,	PUNCT
easat-1684	83	4	in	in	ADP
easat-1684	83	5	[	[	X
easat-1684	83	6	43	43	NUM
easat-1684	83	7	]	]	PUNCT
easat-1684	83	8	,	,	PUNCT
easat-1684	83	9	distributed	distribute	VERB
easat-1684	83	10	beamforming	beamforming	NOUN
easat-1684	83	11	was	be	AUX
easat-1684	83	12	shown	show	VERB
easat-1684	83	13	to	to	PART
easat-1684	83	14	improve	improve	VERB
easat-1684	83	15	homomorphic	homomorphic	ADJ
easat-1684	83	16	encryption	encryption	NOUN
easat-1684	83	17	,	,	PUNCT
easat-1684	83	18	while	while	SCONJ
easat-1684	83	19	joint	joint	ADJ
easat-1684	83	20	beamforming	beamforming	NOUN
easat-1684	83	21	is	be	AUX
easat-1684	83	22	proposed	propose	VERB
easat-1684	83	23	in	in	ADP
easat-1684	83	24	[	[	X
easat-1684	83	25	44	44	NUM
easat-1684	83	26	]	]	PUNCT
easat-1684	83	27	.	.	PUNCT
easat-1684	84	1	very	very	ADV
easat-1684	84	2	few	few	ADJ
easat-1684	84	3	studies	study	NOUN
easat-1684	84	4	have	have	AUX
easat-1684	84	5	attempted	attempt	VERB
easat-1684	84	6	to	to	PART
easat-1684	84	7	implement	implement	VERB
easat-1684	84	8	enhancements	enhancement	NOUN
easat-1684	84	9	for	for	ADP
easat-1684	84	10	single	single	ADJ
easat-1684	84	11	microphone	microphone	NOUN
easat-1684	84	12	/	/	SYM
easat-1684	84	13	single	single	ADJ
easat-1684	84	14	-	-	PUNCT
easat-1684	84	15	channel	channel	NOUN
easat-1684	84	16	secured	secure	VERB
easat-1684	84	17	communications	communication	NOUN
easat-1684	84	18	.	.	PUNCT
easat-1684	85	1	in	in	ADP
easat-1684	85	2	our	our	PRON
easat-1684	85	3	previous	previous	ADJ
easat-1684	85	4	studies	study	NOUN
easat-1684	85	5	,	,	PUNCT
easat-1684	85	6	we	we	PRON
easat-1684	85	7	applied	apply	VERB
easat-1684	85	8	and	and	CCONJ
easat-1684	85	9	proposed	propose	VERB
easat-1684	85	10	masking	masking	NOUN
easat-1684	85	11	-	-	PUNCT
easat-1684	85	12	based	base	VERB
easat-1684	85	13	methods	method	NOUN
easat-1684	85	14	and	and	CCONJ
easat-1684	85	15	found	find	VERB
easat-1684	85	16	their	their	PRON
easat-1684	85	17	limitations	limitation	NOUN
easat-1684	85	18	when	when	SCONJ
easat-1684	85	19	dealing	deal	VERB
easat-1684	85	20	with	with	ADP
easat-1684	85	21	distortions	distortion	NOUN
easat-1684	85	22	that	that	PRON
easat-1684	85	23	were	be	AUX
easat-1684	85	24	produced	produce	VERB
easat-1684	85	25	by	by	ADP
easat-1684	85	26	encryption	encryption	NOUN
easat-1684	85	27	processes	process	NOUN
easat-1684	85	28	[	[	X
easat-1684	85	29	3	3	NUM
easat-1684	85	30	]	]	PUNCT
easat-1684	85	31	.	.	PUNCT
easat-1684	86	1	only	only	ADV
easat-1684	86	2	slight	slight	ADJ
easat-1684	86	3	improvements	improvement	NOUN
easat-1684	86	4	in	in	ADP
easat-1684	86	5	speech	speech	NOUN
easat-1684	86	6	quality	quality	NOUN
easat-1684	86	7	were	be	AUX
easat-1684	86	8	gained	gain	VERB
easat-1684	86	9	because	because	SCONJ
easat-1684	86	10	most	most	ADJ
easat-1684	86	11	masking	mask	VERB
easat-1684	86	12	-	-	PUNCT
easat-1684	86	13	based	base	VERB
easat-1684	86	14	methods	method	NOUN
easat-1684	86	15	assume	assume	VERB
easat-1684	86	16	noise	noise	NOUN
easat-1684	86	17	to	to	PART
easat-1684	86	18	be	be	AUX
easat-1684	86	19	present	present	ADJ
easat-1684	86	20	for	for	ADP
easat-1684	86	21	all	all	DET
easat-1684	86	22	periods	period	NOUN
easat-1684	86	23	of	of	ADP
easat-1684	86	24	the	the	DET
easat-1684	86	25	speech	speech	NOUN
easat-1684	86	26	signals	signal	NOUN
easat-1684	86	27	,	,	PUNCT
easat-1684	86	28	so	so	SCONJ
easat-1684	86	29	the	the	DET
easat-1684	86	30	estimation	estimation	NOUN
easat-1684	86	31	and	and	CCONJ
easat-1684	86	32	the	the	DET
easat-1684	86	33	update	update	NOUN
easat-1684	86	34	of	of	ADP
easat-1684	86	35	noise	noise	NOUN
easat-1684	86	36	signals	signal	NOUN
easat-1684	86	37	were	be	AUX
easat-1684	86	38	performed	perform	VERB
easat-1684	86	39	during	during	ADP
easat-1684	86	40	non	non	ADJ
easat-1684	86	41	-	-	ADJ
easat-1684	86	42	speech	speech	ADJ
easat-1684	86	43	periods	period	NOUN
easat-1684	86	44	of	of	ADP
easat-1684	86	45	the	the	DET
easat-1684	86	46	speech	speech	NOUN
easat-1684	86	47	signals	signal	NOUN
easat-1684	86	48	.	.	PUNCT
easat-1684	87	1	however	however	ADV
easat-1684	87	2	,	,	PUNCT
easat-1684	87	3	this	this	PRON
easat-1684	87	4	is	be	AUX
easat-1684	87	5	not	not	PART
easat-1684	87	6	the	the	DET
easat-1684	87	7	case	case	NOUN
easat-1684	87	8	for	for	ADP
easat-1684	87	9	speech	speech	NOUN
easat-1684	87	10	in	in	ADP
easat-1684	87	11	the	the	DET
easat-1684	87	12	encryption	encryption	NOUN
easat-1684	87	13	process	process	NOUN
easat-1684	87	14	.	.	PUNCT
easat-1684	88	1	since	since	SCONJ
easat-1684	88	2	encryption	encryption	NOUN
easat-1684	88	3	is	be	AUX
easat-1684	88	4	performed	perform	VERB
easat-1684	88	5	when	when	SCONJ
easat-1684	88	6	speech	speech	NOUN
easat-1684	88	7	is	be	AUX
easat-1684	88	8	present	present	ADJ
easat-1684	88	9	,	,	PUNCT
easat-1684	88	10	the	the	DET
easat-1684	88	11	energy	energy	NOUN
easat-1684	88	12	of	of	ADP
easat-1684	88	13	noise	noise	NOUN
easat-1684	88	14	is	be	AUX
easat-1684	88	15	usually	usually	ADV
easat-1684	88	16	low	low	ADJ
easat-1684	88	17	during	during	ADP
easat-1684	88	18	non	non	ADJ
easat-1684	88	19	-	-	ADJ
easat-1684	88	20	speech	speech	ADJ
easat-1684	88	21	periods	period	NOUN
easat-1684	88	22	,	,	PUNCT
easat-1684	88	23	but	but	CCONJ
easat-1684	88	24	it	it	PRON
easat-1684	88	25	drastically	drastically	ADV
easat-1684	88	26	increases	increase	VERB
easat-1684	88	27	when	when	SCONJ
easat-1684	88	28	speech	speech	NOUN
easat-1684	88	29	starts	start	VERB
easat-1684	88	30	.	.	PUNCT
easat-1684	89	1	therefore	therefore	ADV
easat-1684	89	2	,	,	PUNCT
easat-1684	89	3	most	most	ADJ
easat-1684	89	4	noise	noise	NOUN
easat-1684	89	5	estimators	estimator	NOUN
easat-1684	89	6	are	be	AUX
easat-1684	89	7	not	not	PART
easat-1684	89	8	suitable	suitable	ADJ
easat-1684	89	9	,	,	PUNCT
easat-1684	89	10	since	since	SCONJ
easat-1684	89	11	they	they	PRON
easat-1684	89	12	usually	usually	ADV
easat-1684	89	13	assume	assume	VERB
easat-1684	89	14	that	that	SCONJ
easat-1684	89	15	noise	noise	NOUN
easat-1684	89	16	changes	change	NOUN
easat-1684	89	17	slowly	slowly	ADV
easat-1684	89	18	[	[	X
easat-1684	89	19	15–17	15–17	NUM
easat-1684	89	20	]	]	PUNCT
easat-1684	89	21	.	.	PUNCT
easat-1684	90	1	applying	apply	VERB
easat-1684	90	2	mapping	mapping	NOUN
easat-1684	90	3	-	-	PUNCT
easat-1684	90	4	based	base	VERB
easat-1684	90	5	methods	method	NOUN
easat-1684	90	6	,	,	PUNCT
easat-1684	90	7	such	such	ADJ
easat-1684	90	8	as	as	ADP
easat-1684	90	9	those	those	PRON
easat-1684	90	10	using	use	VERB
easat-1684	90	11	deep	deep	ADJ
easat-1684	90	12	learning	learning	NOUN
easat-1684	90	13	,	,	PUNCT
easat-1684	90	14	may	may	AUX
easat-1684	90	15	be	be	AUX
easat-1684	90	16	more	more	ADV
easat-1684	90	17	effective	effective	ADJ
easat-1684	90	18	for	for	ADP
easat-1684	90	19	such	such	ADJ
easat-1684	90	20	conditions	condition	NOUN
easat-1684	90	21	.	.	PUNCT
easat-1684	91	1	this	this	PRON
easat-1684	91	2	is	be	AUX
easat-1684	91	3	because	because	SCONJ
easat-1684	91	4	networks	network	NOUN
easat-1684	91	5	may	may	AUX
easat-1684	91	6	able	able	ADJ
easat-1684	91	7	to	to	PART
easat-1684	91	8	learn	learn	VERB
easat-1684	91	9	complex	complex	ADJ
easat-1684	91	10	relations	relation	NOUN
easat-1684	91	11	between	between	ADP
easat-1684	91	12	distorted	distorted	ADJ
easat-1684	91	13	and	and	CCONJ
easat-1684	91	14	clean	clean	ADJ
easat-1684	91	15	signals	signal	NOUN
easat-1684	91	16	,	,	PUNCT
easat-1684	91	17	which	which	PRON
easat-1684	91	18	can	can	AUX
easat-1684	91	19	not	not	PART
easat-1684	91	20	be	be	AUX
easat-1684	91	21	achieved	achieve	VERB
easat-1684	91	22	with	with	ADP
easat-1684	91	23	traditional	traditional	ADJ
easat-1684	91	24	approaches	approach	NOUN
easat-1684	91	25	.	.	PUNCT
easat-1684	92	1	thus	thus	ADV
easat-1684	92	2	,	,	PUNCT
easat-1684	92	3	the	the	DET
easat-1684	92	4	networks	network	NOUN
easat-1684	92	5	can	can	AUX
easat-1684	92	6	regenerate	regenerate	VERB
easat-1684	92	7	clean	clean	ADJ
easat-1684	92	8	signals	signal	NOUN
easat-1684	92	9	given	give	VERB
easat-1684	92	10	distorted	distort	VERB
easat-1684	92	11	ones	one	NOUN
easat-1684	92	12	when	when	SCONJ
easat-1684	92	13	enough	enough	ADJ
easat-1684	92	14	data	datum	NOUN
easat-1684	92	15	are	be	AUX
easat-1684	92	16	provided	provide	VERB
easat-1684	92	17	in	in	ADP
easat-1684	92	18	the	the	DET
easat-1684	92	19	training	training	NOUN
easat-1684	92	20	process	process	NOUN
easat-1684	92	21	.	.	PUNCT
easat-1684	93	1	in	in	ADP
easat-1684	93	2	this	this	DET
easat-1684	93	3	study	study	NOUN
easat-1684	93	4	,	,	PUNCT
easat-1684	93	5	we	we	PRON
easat-1684	93	6	explored	explore	VERB
easat-1684	93	7	the	the	DET
easat-1684	93	8	use	use	NOUN
easat-1684	93	9	of	of	ADP
easat-1684	93	10	deep	deep	ADJ
easat-1684	93	11	learning	learning	NOUN
easat-1684	93	12	to	to	PART
easat-1684	93	13	enhance	enhance	VERB
easat-1684	93	14	the	the	DET
easat-1684	93	15	quality	quality	NOUN
easat-1684	93	16	of	of	ADP
easat-1684	93	17	the	the	DET
easat-1684	93	18	speech	speech	NOUN
easat-1684	93	19	signals	signal	NOUN
easat-1684	93	20	from	from	ADP
easat-1684	93	21	the	the	DET
easat-1684	93	22	encryption	encryption	NOUN
easat-1684	93	23	process	process	NOUN
easat-1684	93	24	and	and	CCONJ
easat-1684	93	25	then	then	ADV
easat-1684	93	26	propose	propose	VERB
easat-1684	93	27	gated	gate	VERB
easat-1684	93	28	convolutional	convolutional	ADJ
easat-1684	93	29	neural	neural	ADJ
easat-1684	93	30	networks	network	NOUN
easat-1684	93	31	(	(	PUNCT
easat-1684	93	32	gcnns	gcnns	ADV
easat-1684	93	33	)	)	PUNCT
easat-1684	93	34	for	for	ADP
easat-1684	93	35	enhancing	enhance	VERB
easat-1684	93	36	the	the	DET
easat-1684	93	37	quality	quality	NOUN
easat-1684	93	38	of	of	ADP
easat-1684	93	39	speech	speech	NOUN
easat-1684	93	40	signals	signal	NOUN
easat-1684	93	41	.	.	PUNCT
easat-1684	94	1	3	3	X
easat-1684	94	2	.	.	NUM
easat-1684	94	3	proposed	propose	VERB
easat-1684	94	4	method	method	NOUN
easat-1684	94	5	let	let	VERB
easat-1684	94	6	us	we	PRON
easat-1684	94	7	denote	denote	VERB
easat-1684	94	8	ψ_θ	ψ_θ	PUNCT
easat-1684	94	9	as	as	SCONJ
easat-1684	94	10	the	the	DET
easat-1684	94	11	mapping	mapping	NOUN
easat-1684	94	12	function	function	NOUN
easat-1684	94	13	with	with	ADP
easat-1684	94	14	θ	θ	PROPN
easat-1684	94	15	as	as	ADP
easat-1684	94	16	its	its	PRON
easat-1684	94	17	sets	set	NOUN
easat-1684	94	18	of	of	ADP
easat-1684	94	19	parameters	parameter	NOUN
easat-1684	94	20	so	so	SCONJ
easat-1684	94	21	that	that	SCONJ
easat-1684	94	22	:	:	PUNCT
easat-1684	94	23	ℱ(x̂	ℱ(x̂	X
easat-1684	94	24	)	)	PUNCT
easat-1684	94	25	=	=	PUNCT
easat-1684	94	26	ψθℱ(υ	ψθℱ(υ	NOUN
easat-1684	94	27	)	)	PUNCT
easat-1684	94	28	(	(	PUNCT
easat-1684	94	29	1	1	X
easat-1684	94	30	)	)	PUNCT
easat-1684	94	31	where	where	SCONJ
easat-1684	94	32	f	f	PROPN
easat-1684	94	33	is	be	AUX
easat-1684	94	34	a	a	DET
easat-1684	94	35	feature	feature	NOUN
easat-1684	94	36	operator	operator	NOUN
easat-1684	94	37	of	of	ADP
easat-1684	94	38	speech	speech	NOUN
easat-1684	94	39	signals	signal	NOUN
easat-1684	94	40	.	.	PUNCT
easat-1684	95	1	x	x	PUNCT
easat-1684	95	2	̂	̂	VERB
easat-1684	95	3	is	be	AUX
easat-1684	95	4	the	the	DET
easat-1684	95	5	target	target	NOUN
easat-1684	95	6	speech	speech	NOUN
easat-1684	95	7	(	(	PUNCT
easat-1684	95	8	estimate	estimate	VERB
easat-1684	95	9	clean	clean	ADJ
easat-1684	95	10	speech	speech	NOUN
easat-1684	95	11	)	)	PUNCT
easat-1684	95	12	,	,	PUNCT
easat-1684	95	13	and	and	CCONJ
easat-1684	95	14	υ	υ	NOUN
easat-1684	95	15	is	be	AUX
easat-1684	95	16	noisy	noisy	ADJ
easat-1684	95	17	speech	speech	NOUN
easat-1684	95	18	.	.	PUNCT
easat-1684	96	1	ψ_θ	ψ_θ	PUNCT
easat-1684	96	2	is	be	AUX
easat-1684	96	3	implemented	implement	VERB
easat-1684	96	4	using	use	VERB
easat-1684	96	5	deep	deep	ADJ
easat-1684	96	6	learning	learning	NOUN
easat-1684	96	7	architectures	architecture	NOUN
easat-1684	96	8	such	such	ADJ
easat-1684	96	9	as	as	ADP
easat-1684	96	10	dnns	dnn	NOUN
easat-1684	96	11	[	[	X
easat-1684	96	12	18	18	NUM
easat-1684	96	13	,	,	PUNCT
easat-1684	96	14	19	19	NUM
easat-1684	96	15	]	]	PUNCT
easat-1684	96	16	,	,	PUNCT
easat-1684	96	17	autoencoders	autoencoder	NOUN
easat-1684	96	18	(	(	PUNCT
easat-1684	96	19	aes	aes	PROPN
easat-1684	96	20	)	)	PUNCT
easat-1684	97	1	[	[	X
easat-1684	97	2	21	21	NUM
easat-1684	97	3	]	]	PUNCT
easat-1684	97	4	,	,	PUNCT
easat-1684	97	5	convolutional	convolutional	ADJ
easat-1684	97	6	neural	neural	ADJ
easat-1684	97	7	networks	network	NOUN
easat-1684	97	8	(	(	PUNCT
easat-1684	97	9	cnns	cnns	PROPN
easat-1684	97	10	)	)	PUNCT
easat-1684	98	1	[	[	X
easat-1684	98	2	23	23	NUM
easat-1684	98	3	,	,	PUNCT
easat-1684	98	4	24	24	NUM
easat-1684	98	5	]	]	PUNCT
easat-1684	98	6	,	,	PUNCT
easat-1684	98	7	and	and	CCONJ
easat-1684	98	8	gans	gan	NOUN
easat-1684	98	9	[	[	X
easat-1684	98	10	25	25	NUM
easat-1684	98	11	,	,	PUNCT
easat-1684	98	12	26	26	NUM
easat-1684	98	13	]	]	PUNCT
easat-1684	98	14	.	.	PUNCT
easat-1684	99	1	regarding	regard	VERB
easat-1684	99	2	the	the	DET
easat-1684	99	3	operating	operating	NOUN
easat-1684	99	4	domains	domain	NOUN
easat-1684	99	5	,	,	PUNCT
easat-1684	99	6	the	the	DET
easat-1684	99	7	mapping	mapping	NOUN
easat-1684	99	8	can	can	AUX
easat-1684	99	9	be	be	AUX
easat-1684	99	10	performed	perform	VERB
easat-1684	99	11	in	in	ADP
easat-1684	99	12	either	either	CCONJ
easat-1684	99	13	the	the	DET
easat-1684	99	14	time	time	NOUN
easat-1684	100	1	[	[	X
easat-1684	100	2	24–26	24–26	NUM
easat-1684	100	3	,	,	PUNCT
easat-1684	100	4	42	42	NUM
easat-1684	100	5	]	]	PUNCT
easat-1684	100	6	or	or	CCONJ
easat-1684	100	7	spectral	spectral	ADJ
easat-1684	100	8	(	(	PUNCT
easat-1684	100	9	frequency	frequency	NOUN
easat-1684	100	10	)	)	PUNCT
easat-1684	100	11	domain	domain	NOUN
easat-1684	100	12	[	[	X
easat-1684	100	13	18	18	NUM
easat-1684	100	14	,	,	PUNCT
easat-1684	100	15	19	19	NUM
easat-1684	100	16	,	,	PUNCT
easat-1684	100	17	21	21	NUM
easat-1684	100	18	]	]	PUNCT
easat-1684	100	19	.	.	PUNCT
easat-1684	101	1	the	the	DET
easat-1684	101	2	representation	representation	NOUN
easat-1684	101	3	of	of	ADP
easat-1684	101	4	speech	speech	NOUN
easat-1684	101	5	in	in	ADP
easat-1684	101	6	the	the	DET
easat-1684	101	7	spectral	spectral	ADJ
easat-1684	101	8	domain	domain	NOUN
easat-1684	101	9	is	be	AUX
easat-1684	101	10	better	well	ADJ
easat-1684	101	11	at	at	ADP
easat-1684	101	12	259	259	NUM
easat-1684	101	13	edelweiss	edelweiss	PROPN
easat-1684	101	14	applied	apply	VERB
easat-1684	101	15	science	science	NOUN
easat-1684	101	16	and	and	CCONJ
easat-1684	101	17	technology	technology	NOUN
easat-1684	101	18	issn	issn	PROPN
easat-1684	101	19	:	:	PUNCT
easat-1684	101	20	2576	2576	NUM
easat-1684	101	21	-	-	SYM
easat-1684	101	22	8484	8484	NUM
easat-1684	101	23	vol	vol	NOUN
easat-1684	101	24	.	.	PROPN
easat-1684	101	25	8	8	NUM
easat-1684	101	26	,	,	PUNCT
easat-1684	101	27	no	no	INTJ
easat-1684	101	28	.	.	NOUN
easat-1684	101	29	5	5	NUM
easat-1684	101	30	:	:	SYM
easat-1684	101	31	256	256	NUM
easat-1684	101	32	-	-	SYM
easat-1684	101	33	270	270	NUM
easat-1684	101	34	,	,	PUNCT
easat-1684	101	35	2024	2024	NUM
easat-1684	101	36	doi	doi	NOUN
easat-1684	101	37	:	:	PUNCT
easat-1684	101	38	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	101	39	©	©	ADP
easat-1684	101	40	2024	2024	NUM
easat-1684	101	41	by	by	ADP
easat-1684	101	42	the	the	DET
easat-1684	101	43	authors	author	NOUN
easat-1684	101	44	;	;	PUNCT
easat-1684	101	45	licensee	licensee	PROPN
easat-1684	101	46	learning	learning	NOUN
easat-1684	101	47	gate	gate	NOUN
easat-1684	101	48	showing	show	VERB
easat-1684	101	49	the	the	DET
easat-1684	101	50	changes	change	NOUN
easat-1684	101	51	in	in	ADP
easat-1684	101	52	each	each	DET
easat-1684	101	53	frequency	frequency	NOUN
easat-1684	101	54	component	component	NOUN
easat-1684	101	55	in	in	ADP
easat-1684	101	56	time	time	NOUN
easat-1684	101	57	,	,	PUNCT
easat-1684	101	58	so	so	CCONJ
easat-1684	101	59	information	information	NOUN
easat-1684	101	60	such	such	ADJ
easat-1684	101	61	as	as	ADP
easat-1684	101	62	harmonics	harmonic	NOUN
easat-1684	101	63	and	and	CCONJ
easat-1684	101	64	the	the	DET
easat-1684	101	65	energy	energy	NOUN
easat-1684	101	66	of	of	ADP
easat-1684	101	67	each	each	DET
easat-1684	101	68	phoneme	phoneme	NOUN
easat-1684	101	69	may	may	AUX
easat-1684	101	70	be	be	AUX
easat-1684	101	71	more	more	ADJ
easat-1684	101	72	discriminative	discriminative	NOUN
easat-1684	101	73	.	.	PUNCT
easat-1684	102	1	however	however	ADV
easat-1684	102	2	,	,	PUNCT
easat-1684	102	3	enhancements	enhancement	NOUN
easat-1684	102	4	in	in	ADP
easat-1684	102	5	the	the	DET
easat-1684	102	6	spectral	spectral	ADJ
easat-1684	102	7	domain	domain	NOUN
easat-1684	102	8	often	often	ADV
easat-1684	102	9	ignore	ignore	VERB
easat-1684	102	10	the	the	DET
easat-1684	102	11	phase	phase	NOUN
easat-1684	102	12	and	and	CCONJ
easat-1684	102	13	cross	cross	NOUN
easat-1684	102	14	-	-	NOUN
easat-1684	102	15	term	term	NOUN
easat-1684	102	16	,	,	PUNCT
easat-1684	102	17	which	which	PRON
easat-1684	102	18	are	be	AUX
easat-1684	102	19	very	very	ADV
easat-1684	102	20	important	important	ADJ
easat-1684	102	21	for	for	ADP
easat-1684	102	22	speech	speech	NOUN
easat-1684	102	23	enhancement	enhancement	NOUN
easat-1684	102	24	in	in	ADP
easat-1684	102	25	some	some	DET
easat-1684	102	26	studies	study	NOUN
easat-1684	102	27	[	[	X
easat-1684	102	28	45	45	NUM
easat-1684	102	29	,	,	PUNCT
easat-1684	102	30	46	46	NUM
easat-1684	102	31	]	]	PUNCT
easat-1684	102	32	.	.	PUNCT
easat-1684	103	1	this	this	PRON
easat-1684	103	2	would	would	AUX
easat-1684	103	3	not	not	PART
easat-1684	103	4	be	be	AUX
easat-1684	103	5	the	the	DET
easat-1684	103	6	case	case	NOUN
easat-1684	103	7	when	when	SCONJ
easat-1684	103	8	conducting	conduct	VERB
easat-1684	103	9	enhancement	enhancement	NOUN
easat-1684	103	10	in	in	ADP
easat-1684	103	11	the	the	DET
easat-1684	103	12	time	time	NOUN
easat-1684	103	13	domain	domain	NOUN
easat-1684	103	14	,	,	PUNCT
easat-1684	103	15	as	as	SCONJ
easat-1684	103	16	no	no	DET
easat-1684	103	17	phase	phase	NOUN
easat-1684	103	18	information	information	NOUN
easat-1684	103	19	is	be	AUX
easat-1684	103	20	required	require	VERB
easat-1684	103	21	.	.	PUNCT
easat-1684	104	1	in	in	ADP
easat-1684	104	2	addition	addition	NOUN
easat-1684	104	3	,	,	PUNCT
easat-1684	104	4	the	the	DET
easat-1684	104	5	large	large	ADJ
easat-1684	104	6	capacity	capacity	NOUN
easat-1684	104	7	of	of	ADP
easat-1684	104	8	deep	deep	ADJ
easat-1684	104	9	learning	learning	NOUN
easat-1684	104	10	allows	allow	VERB
easat-1684	104	11	complex	complex	ADJ
easat-1684	104	12	relations	relation	NOUN
easat-1684	104	13	between	between	ADP
easat-1684	104	14	speech	speech	NOUN
easat-1684	104	15	parts	part	NOUN
easat-1684	104	16	to	to	PART
easat-1684	104	17	be	be	AUX
easat-1684	104	18	modeled	model	VERB
easat-1684	104	19	in	in	ADP
easat-1684	104	20	the	the	DET
easat-1684	104	21	time	time	NOUN
easat-1684	104	22	domain	domain	NOUN
easat-1684	104	23	and	and	CCONJ
easat-1684	104	24	lets	let	VERB
easat-1684	104	25	networks	network	NOUN
easat-1684	104	26	learn	learn	VERB
easat-1684	104	27	important	important	ADJ
easat-1684	104	28	features	feature	NOUN
easat-1684	104	29	on	on	ADP
easat-1684	104	30	their	their	PRON
easat-1684	104	31	own	own	ADJ
easat-1684	104	32	.	.	PUNCT
easat-1684	105	1	for	for	ADP
easat-1684	105	2	this	this	DET
easat-1684	105	3	reason	reason	NOUN
easat-1684	105	4	,	,	PUNCT
easat-1684	105	5	we	we	PRON
easat-1684	105	6	employ	employ	VERB
easat-1684	105	7	our	our	PRON
easat-1684	105	8	deep	deep	ADJ
easat-1684	105	9	learning	learning	NOUN
easat-1684	105	10	methods	method	NOUN
easat-1684	105	11	in	in	ADP
easat-1684	105	12	the	the	DET
easat-1684	105	13	time	time	NOUN
easat-1684	105	14	domain	domain	NOUN
easat-1684	105	15	for	for	ADP
easat-1684	105	16	this	this	DET
easat-1684	105	17	study	study	NOUN
easat-1684	105	18	.	.	PUNCT
easat-1684	106	1	segan	segan	PROPN
easat-1684	106	2	is	be	AUX
easat-1684	106	3	an	an	DET
easat-1684	106	4	example	example	NOUN
easat-1684	106	5	of	of	ADP
easat-1684	106	6	a	a	DET
easat-1684	106	7	speech	speech	NOUN
easat-1684	106	8	enhancement	enhancement	NOUN
easat-1684	106	9	method	method	NOUN
easat-1684	106	10	that	that	PRON
easat-1684	106	11	also	also	ADV
easat-1684	106	12	performs	perform	VERB
easat-1684	106	13	enhancement	enhancement	NOUN
easat-1684	106	14	in	in	ADP
easat-1684	106	15	the	the	DET
easat-1684	106	16	time	time	NOUN
easat-1684	106	17	domain	domain	NOUN
easat-1684	106	18	.	.	PUNCT
easat-1684	107	1	due	due	ADP
easat-1684	107	2	to	to	ADP
easat-1684	107	3	its	its	PRON
easat-1684	107	4	effectiveness	effectiveness	NOUN
easat-1684	107	5	,	,	PUNCT
easat-1684	107	6	it	it	PRON
easat-1684	107	7	has	have	AUX
easat-1684	107	8	been	be	AUX
easat-1684	107	9	widely	widely	ADV
easat-1684	107	10	used	use	VERB
easat-1684	107	11	,	,	PUNCT
easat-1684	107	12	and	and	CCONJ
easat-1684	107	13	many	many	ADJ
easat-1684	107	14	variants	variant	NOUN
easat-1684	107	15	thereof	thereof	ADV
easat-1684	107	16	have	have	AUX
easat-1684	107	17	been	be	AUX
easat-1684	107	18	proposed	propose	VERB
easat-1684	107	19	in	in	ADP
easat-1684	107	20	the	the	DET
easat-1684	107	21	literature	literature	NOUN
easat-1684	108	1	[	[	X
easat-1684	108	2	26	26	NUM
easat-1684	108	3	,	,	PUNCT
easat-1684	108	4	42	42	NUM
easat-1684	108	5	,	,	PUNCT
easat-1684	108	6	47	47	NUM
easat-1684	108	7	]	]	PUNCT
easat-1684	108	8	.	.	PUNCT
easat-1684	109	1	segan	segan	PROPN
easat-1684	109	2	works	work	VERB
easat-1684	109	3	by	by	ADP
easat-1684	109	4	applying	apply	VERB
easat-1684	109	5	a	a	DET
easat-1684	109	6	gan	gan	NOUN
easat-1684	109	7	,	,	PUNCT
easat-1684	109	8	a	a	DET
easat-1684	109	9	generative	generative	ADJ
easat-1684	109	10	model	model	NOUN
easat-1684	109	11	,	,	PUNCT
easat-1684	109	12	as	as	ADP
easat-1684	109	13	its	its	PRON
easat-1684	109	14	core	core	NOUN
easat-1684	109	15	.	.	PUNCT
easat-1684	110	1	the	the	DET
easat-1684	110	2	gan	gan	PROPN
easat-1684	110	3	comprises	comprise	VERB
easat-1684	110	4	two	two	NUM
easat-1684	110	5	networks	network	NOUN
easat-1684	110	6	:	:	PUNCT
easat-1684	110	7	a	a	DET
easat-1684	110	8	generator	generator	NOUN
easat-1684	110	9	(	(	PUNCT
easat-1684	110	10	g	g	NOUN
easat-1684	110	11	)	)	PUNCT
easat-1684	110	12	and	and	CCONJ
easat-1684	110	13	a	a	DET
easat-1684	110	14	discriminator	discriminator	NOUN
easat-1684	110	15	(	(	PUNCT
easat-1684	110	16	d	d	NOUN
easat-1684	110	17	)	)	PUNCT
easat-1684	110	18	.	.	PUNCT
easat-1684	111	1	g	g	PROPN
easat-1684	111	2	aims	aim	VERB
easat-1684	111	3	to	to	PART
easat-1684	111	4	learn	learn	VERB
easat-1684	111	5	an	an	DET
easat-1684	111	6	effective	effective	ADJ
easat-1684	111	7	mapping	mapping	NOUN
easat-1684	111	8	to	to	PART
easat-1684	111	9	imitate	imitate	VERB
easat-1684	111	10	the	the	DET
easat-1684	111	11	distributions	distribution	NOUN
easat-1684	111	12	of	of	ADP
easat-1684	111	13	the	the	DET
easat-1684	111	14	real	real	ADJ
easat-1684	111	15	data	datum	NOUN
easat-1684	111	16	so	so	SCONJ
easat-1684	111	17	that	that	SCONJ
easat-1684	111	18	new	new	ADJ
easat-1684	111	19	data	data	NOUN
easat-1684	111	20	samples	sample	NOUN
easat-1684	111	21	(	(	PUNCT
easat-1684	111	22	fake	fake	ADJ
easat-1684	111	23	data	data	NOUN
easat-1684	111	24	samples	sample	NOUN
easat-1684	111	25	)	)	PUNCT
easat-1684	111	26	that	that	PRON
easat-1684	111	27	are	be	AUX
easat-1684	111	28	similar	similar	ADJ
easat-1684	111	29	to	to	ADP
easat-1684	111	30	the	the	DET
easat-1684	111	31	real	real	ADJ
easat-1684	111	32	ones	one	NOUN
easat-1684	111	33	can	can	AUX
easat-1684	111	34	be	be	AUX
easat-1684	111	35	produced	produce	VERB
easat-1684	111	36	.	.	PUNCT
easat-1684	112	1	meanwhile	meanwhile	ADV
easat-1684	112	2	,	,	PUNCT
easat-1684	112	3	d	d	PRON
easat-1684	112	4	is	be	AUX
easat-1684	112	5	a	a	DET
easat-1684	112	6	binary	binary	ADJ
easat-1684	112	7	classifier	classifier	NOUN
easat-1684	112	8	for	for	ADP
easat-1684	112	9	differentiating	differentiate	VERB
easat-1684	112	10	between	between	ADP
easat-1684	112	11	real	real	ADJ
easat-1684	112	12	and	and	CCONJ
easat-1684	112	13	fake	fake	ADJ
easat-1684	112	14	samples	sample	NOUN
easat-1684	112	15	.	.	PUNCT
easat-1684	113	1	let	let	VERB
easat-1684	113	2	x	x	PRON
easat-1684	113	3	denotes	denote	NOUN
easat-1684	113	4	samples	sample	NOUN
easat-1684	113	5	from	from	ADP
easat-1684	113	6	a	a	DET
easat-1684	113	7	certain	certain	ADJ
easat-1684	113	8	distribution	distribution	NOUN
easat-1684	113	9	(	(	PUNCT
easat-1684	113	10	unknown	unknown	ADJ
easat-1684	113	11	)	)	PUNCT
easat-1684	113	12	.	.	PUNCT
easat-1684	114	1	to	to	PART
easat-1684	114	2	learn	learn	VERB
easat-1684	114	3	that	that	DET
easat-1684	114	4	distribution	distribution	NOUN
easat-1684	114	5	,	,	PUNCT
easat-1684	114	6	a	a	DET
easat-1684	114	7	prior	prior	ADJ
easat-1684	114	8	distribution	distribution	NOUN
easat-1684	114	9	defined	define	VERB
easat-1684	114	10	as	as	ADP
easat-1684	114	11	pz(z	pz(z	NOUN
easat-1684	114	12	)	)	PUNCT
easat-1684	114	13	is	be	AUX
easat-1684	114	14	fed	feed	VERB
easat-1684	114	15	to	to	ADP
easat-1684	114	16	g	g	NOUN
easat-1684	114	17	,	,	PUNCT
easat-1684	114	18	and	and	CCONJ
easat-1684	114	19	g	g	NOUN
easat-1684	114	20	maps	map	VERB
easat-1684	114	21	it	it	PRON
easat-1684	114	22	to	to	ADP
easat-1684	114	23	the	the	DET
easat-1684	114	24	data	data	NOUN
easat-1684	114	25	space	space	NOUN
easat-1684	114	26	.	.	PUNCT
easat-1684	115	1	g	g	NOUN
easat-1684	115	2	and	and	CCONJ
easat-1684	115	3	d	d	NOUN
easat-1684	115	4	learn	learn	VERB
easat-1684	115	5	in	in	ADP
easat-1684	115	6	an	an	DET
easat-1684	115	7	adversarial	adversarial	ADJ
easat-1684	115	8	manner	manner	NOUN
easat-1684	115	9	as	as	SCONJ
easat-1684	115	10	follows	follow	VERB
easat-1684	115	11	(	(	PUNCT
easat-1684	115	12	minmax	minmax	PROPN
easat-1684	115	13	game	game	NOUN
easat-1684	115	14	objective	objective	NOUN
easat-1684	115	15	):	):	PUNCT
easat-1684	115	16	min	min	PROPN
easat-1684	115	17	𝐺	𝐺	PROPN
easat-1684	115	18	max	max	PROPN
easat-1684	115	19	𝐷	𝐷	PROPN
easat-1684	115	20	𝔼𝐱~𝐩data(𝐱)[log	𝔼𝐱~𝐩data(𝐱)[log	NOUN
easat-1684	115	21	𝐷(𝐱	𝐷(𝐱	NUM
easat-1684	115	22	)	)	PUNCT
easat-1684	115	23	]	]	PUNCT
easat-1684	116	1	+	+	CCONJ
easat-1684	116	2	𝔼𝐳~𝐩𝐳(𝐳)[1	𝔼𝐳~𝐩𝐳(𝐳)[1	NUM
easat-1684	116	3	−	−	ADP
easat-1684	116	4	log	log	NOUN
easat-1684	116	5	𝐷	𝐷	PROPN
easat-1684	116	6	(	(	PUNCT
easat-1684	116	7	𝐺(𝑧	𝐺(𝑧	NUM
easat-1684	116	8	)	)	PUNCT
easat-1684	116	9	)	)	PUNCT
easat-1684	116	10	]	]	PUNCT
easat-1684	116	11	(	(	PUNCT
easat-1684	116	12	2	2	X
easat-1684	116	13	)	)	PUNCT
easat-1684	116	14	in	in	ADP
easat-1684	116	15	segan	segan	ADJ
easat-1684	116	16	,	,	PUNCT
easat-1684	116	17	g	g	PROPN
easat-1684	116	18	enhances	enhance	VERB
easat-1684	116	19	speech	speech	NOUN
easat-1684	116	20	signals	signal	NOUN
easat-1684	116	21	,	,	PUNCT
easat-1684	116	22	i.e.	i.e.	ADV
easat-1684	116	23	,	,	PUNCT
easat-1684	116	24	given	give	VERB
easat-1684	116	25	noisy	noisy	ADJ
easat-1684	116	26	speech	speech	NOUN
easat-1684	116	27	;	;	PUNCT
easat-1684	116	28	it	it	PRON
easat-1684	116	29	maps	map	VERB
easat-1684	116	30	the	the	DET
easat-1684	116	31	enhanced	enhanced	ADJ
easat-1684	116	32	speech	speech	NOUN
easat-1684	116	33	(	(	PUNCT
easat-1684	116	34	xˆ	xˆ	X
easat-1684	116	35	=	=	SYM
easat-1684	116	36	g(y	g(y	NOUN
easat-1684	116	37	)	)	PUNCT
easat-1684	116	38	)	)	PUNCT
easat-1684	116	39	instead	instead	ADV
easat-1684	116	40	of	of	ADP
easat-1684	116	41	random	random	ADJ
easat-1684	116	42	noise	noise	NOUN
easat-1684	116	43	,	,	PUNCT
easat-1684	116	44	as	as	ADP
easat-1684	116	45	a	a	DET
easat-1684	116	46	typical	typical	ADJ
easat-1684	116	47	gan	gan	NOUN
easat-1684	116	48	would	would	AUX
easat-1684	116	49	.	.	PUNCT
easat-1684	117	1	g	g	PROPN
easat-1684	117	2	is	be	AUX
easat-1684	117	3	built	build	VERB
easat-1684	117	4	by	by	ADP
easat-1684	117	5	adopting	adopt	VERB
easat-1684	117	6	u	u	ADJ
easat-1684	117	7	-	-	ADJ
easat-1684	117	8	net	net	ADJ
easat-1684	117	9	architectures	architecture	NOUN
easat-1684	117	10	[	[	X
easat-1684	117	11	48	48	NUM
easat-1684	117	12	]	]	PUNCT
easat-1684	117	13	.	.	PUNCT
easat-1684	118	1	it	it	PRON
easat-1684	118	2	is	be	AUX
easat-1684	118	3	an	an	DET
easat-1684	118	4	auto	auto	NOUN
easat-1684	118	5	-	-	PUNCT
easat-1684	118	6	encoder	encoder	NOUN
easat-1684	118	7	with	with	ADP
easat-1684	118	8	skip	skip	ADJ
easat-1684	118	9	connections	connection	NOUN
easat-1684	118	10	between	between	ADP
easat-1684	118	11	paired	pair	VERB
easat-1684	118	12	encoders	encoder	NOUN
easat-1684	118	13	and	and	CCONJ
easat-1684	118	14	decoders	decoder	NOUN
easat-1684	118	15	.	.	PUNCT
easat-1684	119	1	figure	figure	NOUN
easat-1684	119	2	1	1	NUM
easat-1684	119	3	.	.	PUNCT
easat-1684	120	1	a	a	DET
easat-1684	120	2	block	block	NOUN
easat-1684	120	3	diagram	diagram	NOUN
easat-1684	120	4	of	of	ADP
easat-1684	120	5	the	the	DET
easat-1684	120	6	proposed	propose	VERB
easat-1684	120	7	method	method	NOUN
easat-1684	120	8	.	.	PUNCT
easat-1684	121	1	the	the	DET
easat-1684	121	2	method	method	NOUN
easat-1684	121	3	includes	include	VERB
easat-1684	121	4	padding	padding	NOUN
easat-1684	121	5	to	to	PART
easat-1684	121	6	ensure	ensure	VERB
easat-1684	121	7	that	that	SCONJ
easat-1684	121	8	the	the	DET
easat-1684	121	9	data	datum	NOUN
easat-1684	121	10	and	and	CCONJ
easat-1684	121	11	gating	gating	NOUN
easat-1684	121	12	mechanism	mechanism	NOUN
easat-1684	121	13	are	be	AUX
easat-1684	121	14	of	of	ADP
easat-1684	121	15	the	the	DET
easat-1684	121	16	same	same	ADJ
easat-1684	121	17	length	length	NOUN
easat-1684	121	18	.	.	PUNCT
easat-1684	122	1	a	a	DET
easat-1684	122	2	gated	gate	VERB
easat-1684	122	3	linear	linear	ADJ
easat-1684	122	4	unit	unit	NOUN
easat-1684	122	5	is	be	AUX
easat-1684	122	6	used	use	VERB
easat-1684	122	7	as	as	ADP
easat-1684	122	8	a	a	DET
easat-1684	122	9	gating	gate	VERB
easat-1684	122	10	mechanism	mechanism	NOUN
easat-1684	122	11	by	by	ADP
easat-1684	122	12	applying	apply	VERB
easat-1684	122	13	⊗	⊗	PROPN
easat-1684	122	14	,	,	PUNCT
easat-1684	122	15	the	the	DET
easat-1684	122	16	element	element	ADJ
easat-1684	122	17	-	-	PUNCT
easat-1684	122	18	wise	wise	ADJ
easat-1684	122	19	product	product	NOUN
easat-1684	122	20	between	between	ADP
easat-1684	122	21	the	the	DET
easat-1684	122	22	output	output	NOUN
easat-1684	122	23	of	of	ADP
easat-1684	122	24	the	the	DET
easat-1684	122	25	convolutional	convolutional	ADJ
easat-1684	122	26	layers	layer	NOUN
easat-1684	122	27	and	and	CCONJ
easat-1684	122	28	its	its	PRON
easat-1684	122	29	sigmoid	sigmoid	NOUN
easat-1684	122	30	function	function	NOUN
easat-1684	122	31	.	.	PUNCT
easat-1684	123	1	recurrent	recurrent	ADJ
easat-1684	123	2	networks	network	NOUN
easat-1684	123	3	and	and	CCONJ
easat-1684	123	4	their	their	PRON
easat-1684	123	5	variants	variant	NOUN
easat-1684	123	6	,	,	PUNCT
easat-1684	123	7	such	such	ADJ
easat-1684	123	8	as	as	ADP
easat-1684	123	9	lstm	lstm	NOUN
easat-1684	123	10	and	and	CCONJ
easat-1684	123	11	bilstm	bilstm	NOUN
easat-1684	123	12	,	,	PUNCT
easat-1684	123	13	are	be	AUX
easat-1684	123	14	often	often	ADV
easat-1684	123	15	applied	apply	VERB
easat-1684	123	16	to	to	ADP
easat-1684	123	17	many	many	ADJ
easat-1684	123	18	types	type	NOUN
easat-1684	123	19	of	of	ADP
easat-1684	123	20	sequence	sequence	NOUN
easat-1684	123	21	data	datum	NOUN
easat-1684	123	22	,	,	PUNCT
easat-1684	123	23	such	such	ADJ
easat-1684	123	24	as	as	ADP
easat-1684	123	25	text	text	NOUN
easat-1684	123	26	,	,	PUNCT
easat-1684	123	27	video	video	NOUN
easat-1684	123	28	,	,	PUNCT
easat-1684	123	29	and	and	CCONJ
easat-1684	123	30	speech	speech	NOUN
easat-1684	123	31	.	.	PUNCT
easat-1684	124	1	for	for	ADP
easat-1684	124	2	sequence	sequence	NOUN
easat-1684	124	3	data	datum	NOUN
easat-1684	124	4	,	,	PUNCT
easat-1684	124	5	contextual	contextual	ADJ
easat-1684	124	6	information	information	NOUN
easat-1684	124	7	may	may	AUX
easat-1684	124	8	be	be	AUX
easat-1684	124	9	needed	need	VERB
easat-1684	124	10	to	to	PART
easat-1684	124	11	predict	predict	VERB
easat-1684	124	12	the	the	DET
easat-1684	124	13	next	next	ADJ
easat-1684	124	14	sequence	sequence	NOUN
easat-1684	124	15	.	.	PUNCT
easat-1684	125	1	since	since	SCONJ
easat-1684	125	2	speech	speech	NOUN
easat-1684	125	3	data	datum	NOUN
easat-1684	125	4	are	be	AUX
easat-1684	125	5	time	time	NOUN
easat-1684	125	6	-	-	PUNCT
easat-1684	125	7	dependent	dependent	ADJ
easat-1684	125	8	,	,	PUNCT
easat-1684	125	9	contextual	contextual	ADJ
easat-1684	125	10	information	information	NOUN
easat-1684	125	11	may	may	AUX
easat-1684	125	12	also	also	ADV
easat-1684	125	13	be	be	AUX
easat-1684	125	14	beneficial	beneficial	ADJ
easat-1684	125	15	for	for	ADP
easat-1684	125	16	speech	speech	NOUN
easat-1684	125	17	enhancement	enhancement	NOUN
easat-1684	125	18	.	.	PUNCT
easat-1684	126	1	interestingly	interestingly	ADV
easat-1684	126	2	,	,	PUNCT
easat-1684	126	3	many	many	ADJ
easat-1684	126	4	speech	speech	NOUN
easat-1684	126	5	enhancement	enhancement	NOUN
easat-1684	126	6	methods	method	NOUN
easat-1684	126	7	employ	employ	VERB
easat-1684	126	8	cnns	cnn	NOUN
easat-1684	126	9	instead	instead	ADV
easat-1684	126	10	[	[	X
easat-1684	126	11	23–26	23–26	NUM
easat-1684	126	12	]	]	PUNCT
easat-1684	126	13	.	.	PUNCT
easat-1684	127	1	this	this	PRON
easat-1684	127	2	is	be	AUX
easat-1684	127	3	because	because	SCONJ
easat-1684	127	4	of	of	ADP
easat-1684	127	5	the	the	DET
easat-1684	127	6	contextual	contextual	ADJ
easat-1684	127	7	information	information	NOUN
easat-1684	127	8	,	,	PUNCT
easat-1684	127	9	albeit	albeit	SCONJ
easat-1684	127	10	limited	limited	ADJ
easat-1684	127	11	,	,	PUNCT
easat-1684	127	12	is	be	AUX
easat-1684	127	13	obtained	obtain	VERB
easat-1684	127	14	with	with	ADP
easat-1684	127	15	stacked	stack	VERB
easat-1684	127	16	cnns	cnn	NOUN
easat-1684	127	17	.	.	PUNCT
easat-1684	128	1	since	since	SCONJ
easat-1684	128	2	cnns	cnn	NOUN
easat-1684	128	3	are	be	AUX
easat-1684	128	4	highly	highly	ADV
easat-1684	128	5	parallelizable	parallelizable	ADJ
easat-1684	128	6	,	,	PUNCT
easat-1684	128	7	unlike	unlike	ADP
easat-1684	128	8	lstm	lstm	NOUN
easat-1684	128	9	and	and	CCONJ
easat-1684	128	10	bilstm	bilstm	NOUN
easat-1684	128	11	,	,	PUNCT
easat-1684	128	12	they	they	PRON
easat-1684	128	13	are	be	AUX
easat-1684	128	14	much	much	ADV
easat-1684	128	15	260	260	NUM
easat-1684	128	16	edelweiss	edelweiss	PROPN
easat-1684	128	17	applied	apply	VERB
easat-1684	128	18	science	science	NOUN
easat-1684	128	19	and	and	CCONJ
easat-1684	128	20	technology	technology	NOUN
easat-1684	128	21	issn	issn	PROPN
easat-1684	128	22	:	:	PUNCT
easat-1684	128	23	2576	2576	NUM
easat-1684	128	24	-	-	SYM
easat-1684	128	25	8484	8484	NUM
easat-1684	128	26	vol	vol	NOUN
easat-1684	128	27	.	.	PROPN
easat-1684	128	28	8	8	NUM
easat-1684	128	29	,	,	PUNCT
easat-1684	128	30	no	no	INTJ
easat-1684	128	31	.	.	NOUN
easat-1684	128	32	5	5	NUM
easat-1684	128	33	:	:	SYM
easat-1684	128	34	256	256	NUM
easat-1684	128	35	-	-	SYM
easat-1684	128	36	270	270	NUM
easat-1684	128	37	,	,	PUNCT
easat-1684	128	38	2024	2024	NUM
easat-1684	128	39	doi	doi	NOUN
easat-1684	128	40	:	:	PUNCT
easat-1684	128	41	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	128	42	©	©	ADP
easat-1684	128	43	2024	2024	NUM
easat-1684	128	44	by	by	ADP
easat-1684	128	45	the	the	DET
easat-1684	128	46	authors	author	NOUN
easat-1684	128	47	;	;	PUNCT
easat-1684	128	48	licensee	licensee	PROPN
easat-1684	128	49	learning	learning	NOUN
easat-1684	128	50	gate	gate	VERB
easat-1684	128	51	more	more	ADV
easat-1684	128	52	efficient	efficient	ADJ
easat-1684	128	53	.	.	PUNCT
easat-1684	129	1	in	in	ADP
easat-1684	129	2	cnns	cnns	PROPN
easat-1684	129	3	,	,	PUNCT
easat-1684	129	4	the	the	DET
easat-1684	129	5	computation	computation	NOUN
easat-1684	129	6	of	of	ADP
easat-1684	129	7	all	all	DET
easat-1684	129	8	input	input	NOUN
easat-1684	129	9	data	datum	NOUN
easat-1684	129	10	can	can	AUX
easat-1684	129	11	be	be	AUX
easat-1684	129	12	performed	perform	VERB
easat-1684	129	13	in	in	ADP
easat-1684	129	14	a	a	DET
easat-1684	129	15	simultaneous	simultaneous	ADJ
easat-1684	129	16	manner	manner	NOUN
easat-1684	129	17	,	,	PUNCT
easat-1684	129	18	unlike	unlike	ADP
easat-1684	129	19	in	in	ADP
easat-1684	129	20	recurrent	recurrent	ADJ
easat-1684	129	21	networks	network	NOUN
easat-1684	129	22	,	,	PUNCT
easat-1684	129	23	where	where	SCONJ
easat-1684	129	24	the	the	DET
easat-1684	129	25	output	output	NOUN
easat-1684	129	26	of	of	ADP
easat-1684	129	27	the	the	DET
easat-1684	129	28	current	current	ADJ
easat-1684	129	29	step	step	NOUN
easat-1684	129	30	depends	depend	VERB
easat-1684	129	31	on	on	ADP
easat-1684	129	32	the	the	DET
easat-1684	129	33	previous	previous	ADJ
easat-1684	129	34	hidden	hidden	ADJ
easat-1684	129	35	state	state	NOUN
easat-1684	129	36	,	,	PUNCT
easat-1684	129	37	making	make	VERB
easat-1684	129	38	them	they	PRON
easat-1684	129	39	unsuitable	unsuitable	ADJ
easat-1684	129	40	for	for	ADP
easat-1684	129	41	parallelization	parallelization	NOUN
easat-1684	129	42	.	.	PUNCT
easat-1684	130	1	adding	add	VERB
easat-1684	130	2	a	a	DET
easat-1684	130	3	gating	gate	VERB
easat-1684	130	4	mechanism	mechanism	NOUN
easat-1684	130	5	as	as	ADP
easat-1684	130	6	in	in	ADP
easat-1684	130	7	[	[	X
easat-1684	130	8	32	32	NUM
easat-1684	130	9	]	]	PUNCT
easat-1684	130	10	may	may	AUX
easat-1684	130	11	be	be	AUX
easat-1684	130	12	beneficial	beneficial	ADJ
easat-1684	130	13	for	for	ADP
easat-1684	130	14	speech	speech	NOUN
easat-1684	130	15	enhancement	enhancement	NOUN
easat-1684	130	16	without	without	ADP
easat-1684	130	17	sacrificing	sacrifice	VERB
easat-1684	130	18	the	the	DET
easat-1684	130	19	parallelization	parallelization	NOUN
easat-1684	130	20	capabilities	capability	NOUN
easat-1684	130	21	.	.	PUNCT
easat-1684	131	1	by	by	ADP
easat-1684	131	2	applying	apply	VERB
easat-1684	131	3	the	the	DET
easat-1684	131	4	element	element	ADJ
easat-1684	131	5	-	-	PUNCT
easat-1684	131	6	wise	wise	ADJ
easat-1684	131	7	product	product	NOUN
easat-1684	131	8	of	of	ADP
easat-1684	131	9	the	the	DET
easat-1684	131	10	output	output	NOUN
easat-1684	131	11	from	from	ADP
easat-1684	131	12	a	a	DET
easat-1684	131	13	convolutional	convolutional	ADJ
easat-1684	131	14	layer	layer	NOUN
easat-1684	131	15	to	to	ADP
easat-1684	131	16	the	the	DET
easat-1684	131	17	output	output	NOUN
easat-1684	131	18	of	of	ADP
easat-1684	131	19	the	the	DET
easat-1684	131	20	sigmoid	sigmoid	NOUN
easat-1684	131	21	function	function	NOUN
easat-1684	131	22	,	,	PUNCT
easat-1684	131	23	the	the	DET
easat-1684	131	24	gating	gate	VERB
easat-1684	131	25	mechanism	mechanism	NOUN
easat-1684	131	26	can	can	AUX
easat-1684	131	27	control	control	VERB
easat-1684	131	28	how	how	SCONJ
easat-1684	131	29	much	much	ADJ
easat-1684	131	30	of	of	ADP
easat-1684	131	31	it	it	PRON
easat-1684	131	32	passes	pass	VERB
easat-1684	131	33	,	,	PUNCT
easat-1684	131	34	similarly	similarly	ADV
easat-1684	131	35	to	to	ADP
easat-1684	131	36	lstm	lstm	NOUN
easat-1684	131	37	.	.	PUNCT
easat-1684	132	1	how	how	SCONJ
easat-1684	132	2	a	a	DET
easat-1684	132	3	gcnn	gcnn	PROPN
easat-1684	132	4	works	work	NOUN
easat-1684	132	5	is	be	AUX
easat-1684	132	6	illustrated	illustrate	VERB
easat-1684	132	7	in	in	ADP
easat-1684	132	8	fig	fig	NOUN
easat-1684	132	9	.	.	PUNCT
easat-1684	133	1	1	1	X
easat-1684	133	2	.	.	X
easat-1684	133	3	here	here	ADV
easat-1684	133	4	,	,	PUNCT
easat-1684	133	5	we	we	PRON
easat-1684	133	6	dealt	deal	VERB
easat-1684	133	7	with	with	ADP
easat-1684	133	8	raw	raw	ADJ
easat-1684	133	9	speech	speech	NOUN
easat-1684	133	10	data	datum	NOUN
easat-1684	133	11	;	;	PUNCT
easat-1684	133	12	therefore	therefore	ADV
easat-1684	133	13	,	,	PUNCT
easat-1684	133	14	1d	1d	NUM
easat-1684	133	15	convolutional	convolutional	ADJ
easat-1684	133	16	layers	layer	NOUN
easat-1684	133	17	were	be	AUX
easat-1684	133	18	used	use	VERB
easat-1684	133	19	.	.	PUNCT
easat-1684	134	1	to	to	PART
easat-1684	134	2	ensure	ensure	VERB
easat-1684	134	3	that	that	SCONJ
easat-1684	134	4	all	all	PRON
easat-1684	134	5	of	of	ADP
easat-1684	134	6	the	the	DET
easat-1684	134	7	speech	speech	NOUN
easat-1684	134	8	data	datum	NOUN
easat-1684	134	9	had	have	VERB
easat-1684	134	10	the	the	DET
easat-1684	134	11	same	same	ADJ
easat-1684	134	12	length	length	NOUN
easat-1684	134	13	,	,	PUNCT
easat-1684	134	14	zero	zero	NUM
easat-1684	134	15	-	-	PUNCT
easat-1684	134	16	padding	padding	NOUN
easat-1684	134	17	was	be	AUX
easat-1684	134	18	applied	apply	VERB
easat-1684	134	19	.	.	PUNCT
easat-1684	135	1	let	let	VERB
easat-1684	135	2	us	we	PRON
easat-1684	135	3	denote	denote	VERB
easat-1684	135	4	f	f	PROPN
easat-1684	135	5	∈	∈	PROPN
easat-1684	135	6	rt×m	rt×m	PROPN
easat-1684	135	7	as	as	ADP
easat-1684	135	8	a	a	DET
easat-1684	135	9	feature	feature	NOUN
easat-1684	135	10	map	map	NOUN
easat-1684	135	11	that	that	PRON
easat-1684	135	12	is	be	AUX
easat-1684	135	13	the	the	DET
easat-1684	135	14	input	input	NOUN
easat-1684	135	15	for	for	ADP
easat-1684	135	16	the	the	DET
easat-1684	135	17	gcnn	gcnn	NOUN
easat-1684	135	18	with	with	ADP
easat-1684	135	19	a	a	DET
easat-1684	135	20	size	size	NOUN
easat-1684	135	21	of	of	ADP
easat-1684	135	22	t	t	PROPN
easat-1684	135	23	(	(	PUNCT
easat-1684	135	24	time	time	NOUN
easat-1684	135	25	dimension	dimension	NOUN
easat-1684	135	26	)	)	PUNCT
easat-1684	135	27	and	and	CCONJ
easat-1684	135	28	m	m	PROPN
easat-1684	135	29	(	(	PUNCT
easat-1684	135	30	the	the	DET
easat-1684	135	31	channel	channel	NOUN
easat-1684	135	32	size	size	NOUN
easat-1684	135	33	)	)	PUNCT
easat-1684	135	34	.	.	PUNCT
easat-1684	136	1	let	let	VERB
easat-1684	136	2	a	a	DET
easat-1684	136	3	=	=	SYM
easat-1684	136	4	f	f	PROPN
easat-1684	136	5	∗	∗	NOUN
easat-1684	136	6	w	w	PROPN
easat-1684	136	7	+	+	CCONJ
easat-1684	136	8	a	a	PRON
easat-1684	136	9	and	and	CCONJ
easat-1684	136	10	b	b	X
easat-1684	136	11	=	=	SYM
easat-1684	136	12	f	f	PROPN
easat-1684	136	13	∗	∗	X
easat-1684	136	14	u	u	NOUN
easat-1684	136	15	+	+	CCONJ
easat-1684	136	16	b	b	X
easat-1684	136	17	be	be	VERB
easat-1684	136	18	the	the	DET
easat-1684	136	19	outputs	output	NOUN
easat-1684	136	20	of	of	ADP
easat-1684	136	21	convolutional	convolutional	ADJ
easat-1684	136	22	layers	layer	NOUN
easat-1684	136	23	so	so	SCONJ
easat-1684	136	24	that	that	SCONJ
easat-1684	136	25	the	the	DET
easat-1684	136	26	hidden	hide	VERB
easat-1684	136	27	layer	layer	NOUN
easat-1684	136	28	hl	hl	NOUN
easat-1684	136	29	can	can	AUX
easat-1684	136	30	be	be	AUX
easat-1684	136	31	written	write	VERB
easat-1684	136	32	as	as	SCONJ
easat-1684	136	33	follows	follow	VERB
easat-1684	136	34	:	:	PUNCT
easat-1684	136	35	h𝐿(f	h𝐿(f	NUM
easat-1684	136	36	)	)	PUNCT
easat-1684	136	37	=	=	PUNCT
easat-1684	137	1	a	a	DET
easat-1684	137	2	⨂	⨂	X
easat-1684	137	3	𝜎(b	𝜎(b	NOUN
easat-1684	137	4	)	)	PUNCT
easat-1684	137	5	(	(	PUNCT
easat-1684	137	6	3	3	X
easat-1684	137	7	)	)	PUNCT
easat-1684	137	8	where	where	SCONJ
easat-1684	137	9	w	w	PROPN
easat-1684	137	10	∈	∈	PROPN
easat-1684	137	11	rk×m×n	rk×m×n	NOUN
easat-1684	137	12	,	,	PUNCT
easat-1684	137	13	u	u	PROPN
easat-1684	137	14	∈	∈	PROPN
easat-1684	137	15	rk×m×n	rk×m×n	NOUN
easat-1684	137	16	,	,	PUNCT
easat-1684	137	17	a	a	DET
easat-1684	137	18	∈	∈	PROPN
easat-1684	137	19	rn	rn	PROPN
easat-1684	137	20	,	,	PUNCT
easat-1684	137	21	and	and	CCONJ
easat-1684	137	22	b	b	X
easat-1684	137	23	∈	∈	PROPN
easat-1684	137	24	rn	rn	PROPN
easat-1684	137	25	are	be	AUX
easat-1684	137	26	the	the	DET
easat-1684	137	27	parameters	parameter	NOUN
easat-1684	137	28	of	of	ADP
easat-1684	137	29	the	the	DET
easat-1684	137	30	convolutional	convolutional	ADJ
easat-1684	137	31	layers	layer	NOUN
easat-1684	137	32	,	,	PUNCT
easat-1684	137	33	σ	σ	PROPN
easat-1684	137	34	is	be	AUX
easat-1684	137	35	the	the	DET
easat-1684	137	36	sigmoid	sigmoid	NOUN
easat-1684	137	37	activation	activation	NOUN
easat-1684	137	38	function	function	NOUN
easat-1684	137	39	,	,	PUNCT
easat-1684	137	40	and	and	CCONJ
easat-1684	137	41	⊗	⊗	PROPN
easat-1684	137	42	performs	perform	VERB
easat-1684	137	43	element	element	ADJ
easat-1684	137	44	-	-	ADJ
easat-1684	137	45	wise	wise	ADJ
easat-1684	137	46	matrix	matrix	NOUN
easat-1684	137	47	multiplication	multiplication	NOUN
easat-1684	137	48	.	.	PUNCT
easat-1684	138	1	as	as	ADP
easat-1684	138	2	a	a	DET
easat-1684	138	3	result	result	NOUN
easat-1684	138	4	,	,	PUNCT
easat-1684	138	5	we	we	PRON
easat-1684	138	6	can	can	AUX
easat-1684	138	7	see	see	VERB
easat-1684	138	8	that	that	SCONJ
easat-1684	138	9	the	the	DET
easat-1684	138	10	output	output	NOUN
easat-1684	138	11	of	of	ADP
easat-1684	138	12	a	a	DET
easat-1684	138	13	gcnn	gcnn	NOUN
easat-1684	138	14	is	be	AUX
easat-1684	138	15	a	a	DET
easat-1684	138	16	linear	linear	ADJ
easat-1684	138	17	projection	projection	NOUN
easat-1684	138	18	of	of	ADP
easat-1684	138	19	f	f	PROPN
easat-1684	138	20	∗	∗	X
easat-1684	138	21	w	w	PROPN
easat-1684	139	1	+	+	CCONJ
easat-1684	139	2	a	a	PRON
easat-1684	139	3	that	that	PRON
easat-1684	139	4	is	be	AUX
easat-1684	139	5	modulated	modulate	VERB
easat-1684	139	6	by	by	ADP
easat-1684	139	7	σ(f	σ(f	ADJ
easat-1684	139	8	∗	∗	NOUN
easat-1684	139	9	u	u	NOUN
easat-1684	139	10	+	+	PROPN
easat-1684	139	11	b	b	NOUN
easat-1684	139	12	)	)	PUNCT
easat-1684	139	13	.	.	PUNCT
easat-1684	140	1	this	this	DET
easat-1684	140	2	mechanism	mechanism	NOUN
easat-1684	140	3	is	be	AUX
easat-1684	140	4	called	call	VERB
easat-1684	140	5	a	a	DET
easat-1684	140	6	gated	gate	VERB
easat-1684	140	7	linear	linear	ADJ
easat-1684	140	8	unit	unit	NOUN
easat-1684	140	9	(	(	PUNCT
easat-1684	140	10	glu	glu	PROPN
easat-1684	140	11	)	)	PUNCT
easat-1684	140	12	(	(	PUNCT
easat-1684	140	13	dauphin	dauphin	PROPN
easat-1684	140	14	et	et	PROPN
easat-1684	140	15	al	al	PROPN
easat-1684	140	16	,	,	PUNCT
easat-1684	140	17	2017	2017	NUM
easat-1684	140	18	)	)	PUNCT
easat-1684	140	19	.	.	PUNCT
easat-1684	141	1	by	by	ADP
easat-1684	141	2	applying	apply	VERB
easat-1684	141	3	element	element	NOUN
easat-1684	141	4	-	-	PUNCT
easat-1684	141	5	wise	wise	ADJ
easat-1684	141	6	multiplication	multiplication	NOUN
easat-1684	141	7	,	,	PUNCT
easat-1684	141	8	information	information	NOUN
easat-1684	141	9	from	from	ADP
easat-1684	141	10	a	a	PRON
easat-1684	141	11	is	be	AUX
easat-1684	141	12	controlled	control	VERB
easat-1684	141	13	.	.	PUNCT
easat-1684	142	1	for	for	ADP
easat-1684	142	2	instance	instance	NOUN
easat-1684	142	3	,	,	PUNCT
easat-1684	142	4	when	when	SCONJ
easat-1684	142	5	the	the	DET
easat-1684	142	6	output	output	NOUN
easat-1684	142	7	of	of	ADP
easat-1684	142	8	the	the	DET
easat-1684	142	9	sigmoid	sigmoid	NOUN
easat-1684	142	10	function	function	NOUN
easat-1684	142	11	is	be	AUX
easat-1684	142	12	0	0	NUM
easat-1684	142	13	,	,	PUNCT
easat-1684	142	14	nothing	nothing	PRON
easat-1684	142	15	is	be	AUX
easat-1684	142	16	passed	pass	VERB
easat-1684	142	17	;	;	PUNCT
easat-1684	142	18	in	in	ADP
easat-1684	142	19	other	other	ADJ
easat-1684	142	20	words	word	NOUN
easat-1684	142	21	,	,	PUNCT
easat-1684	142	22	it	it	PRON
easat-1684	142	23	is	be	AUX
easat-1684	142	24	forgotten	forget	VERB
easat-1684	142	25	,	,	PUNCT
easat-1684	142	26	whereas	whereas	SCONJ
easat-1684	142	27	when	when	SCONJ
easat-1684	142	28	it	it	PRON
easat-1684	142	29	is	be	AUX
easat-1684	142	30	to	to	PART
easat-1684	142	31	be	be	AUX
easat-1684	142	32	1	1	NUM
easat-1684	142	33	,	,	PUNCT
easat-1684	142	34	all	all	PRON
easat-1684	142	35	is	be	AUX
easat-1684	142	36	passed	pass	VERB
easat-1684	142	37	.	.	PUNCT
easat-1684	143	1	this	this	PRON
easat-1684	143	2	is	be	AUX
easat-1684	143	3	similar	similar	ADJ
easat-1684	143	4	to	to	ADP
easat-1684	143	5	the	the	DET
easat-1684	143	6	forget	forget	NOUN
easat-1684	143	7	mechanism	mechanism	NOUN
easat-1684	143	8	in	in	ADP
easat-1684	143	9	lstm	lstm	NOUN
easat-1684	143	10	.	.	PUNCT
easat-1684	144	1	when	when	SCONJ
easat-1684	144	2	gcnns	gcnn	NOUN
easat-1684	144	3	are	be	AUX
easat-1684	144	4	stacked	stack	VERB
easat-1684	144	5	on	on	ADP
easat-1684	144	6	top	top	NOUN
easat-1684	144	7	of	of	ADP
easat-1684	144	8	f	f	PROPN
easat-1684	144	9	,	,	PUNCT
easat-1684	144	10	the	the	DET
easat-1684	144	11	final	final	ADJ
easat-1684	144	12	layers	layer	NOUN
easat-1684	144	13	are	be	AUX
easat-1684	144	14	the	the	DET
easat-1684	144	15	composition	composition	NOUN
easat-1684	144	16	of	of	ADP
easat-1684	144	17	hl	hl	NOUN
easat-1684	144	18	◦	◦	NOUN
easat-1684	144	19	hl-1	hl-1	PRON
easat-1684	144	20	...	...	PUNCT
easat-1684	144	21	◦	◦	NOUN
easat-1684	144	22	h1	h1	NOUN
easat-1684	144	23	◦	◦	NOUN
easat-1684	144	24	h0(f	h0(f	PROPN
easat-1684	144	25	)	)	PUNCT
easat-1684	144	26	,	,	PUNCT
easat-1684	144	27	thus	thus	ADV
easat-1684	144	28	capturing	capture	VERB
easat-1684	144	29	the	the	DET
easat-1684	144	30	contextual	contextual	ADJ
easat-1684	144	31	information	information	NOUN
easat-1684	144	32	of	of	ADP
easat-1684	144	33	speech	speech	NOUN
easat-1684	144	34	data	datum	NOUN
easat-1684	144	35	.	.	PUNCT
easat-1684	145	1	figure	figure	NOUN
easat-1684	145	2	2	2	NUM
easat-1684	145	3	.	.	PUNCT
easat-1684	145	4	a	a	DET
easat-1684	145	5	block	block	NOUN
easat-1684	145	6	diagram	diagram	NOUN
easat-1684	145	7	of	of	ADP
easat-1684	145	8	a	a	DET
easat-1684	145	9	gated	gate	VERB
easat-1684	145	10	convolutional	convolutional	ADJ
easat-1684	145	11	layer	layer	NOUN
easat-1684	145	12	.	.	PUNCT
easat-1684	146	1	261	261	NUM
easat-1684	146	2	edelweiss	edelweiss	PROPN
easat-1684	146	3	applied	apply	VERB
easat-1684	146	4	science	science	NOUN
easat-1684	146	5	and	and	CCONJ
easat-1684	146	6	technology	technology	NOUN
easat-1684	146	7	issn	issn	PROPN
easat-1684	146	8	:	:	PUNCT
easat-1684	146	9	2576	2576	NUM
easat-1684	146	10	-	-	SYM
easat-1684	146	11	8484	8484	NUM
easat-1684	146	12	vol	vol	NOUN
easat-1684	146	13	.	.	PROPN
easat-1684	146	14	8	8	NUM
easat-1684	146	15	,	,	PUNCT
easat-1684	146	16	no	no	INTJ
easat-1684	146	17	.	.	NOUN
easat-1684	146	18	5	5	NUM
easat-1684	146	19	:	:	SYM
easat-1684	146	20	256	256	NUM
easat-1684	146	21	-	-	SYM
easat-1684	146	22	270	270	NUM
easat-1684	146	23	,	,	PUNCT
easat-1684	146	24	2024	2024	NUM
easat-1684	146	25	doi	doi	NOUN
easat-1684	146	26	:	:	PUNCT
easat-1684	146	27	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	146	28	©	©	ADP
easat-1684	146	29	2024	2024	NUM
easat-1684	146	30	by	by	ADP
easat-1684	146	31	the	the	DET
easat-1684	146	32	authors	author	NOUN
easat-1684	146	33	;	;	PUNCT
easat-1684	146	34	licensee	licensee	PROPN
easat-1684	146	35	learning	learn	VERB
easat-1684	146	36	gate	gate	NOUN
easat-1684	146	37	table	table	NOUN
easat-1684	146	38	1	1	NUM
easat-1684	146	39	.	.	PUNCT
easat-1684	147	1	the	the	DET
easat-1684	147	2	architectures	architecture	NOUN
easat-1684	147	3	of	of	ADP
easat-1684	147	4	the	the	DET
easat-1684	147	5	auto	auto	NOUN
easat-1684	147	6	-	-	PUNCT
easat-1684	147	7	encoder	encoder	NOUN
easat-1684	147	8	for	for	ADP
easat-1684	147	9	various	various	ADJ
easat-1684	147	10	depths	depth	NOUN
easat-1684	147	11	of	of	ADP
easat-1684	147	12	gcnn	gcnn	PROPN
easat-1684	147	13	layers	layer	NOUN
easat-1684	147	14	(	(	PUNCT
easat-1684	147	15	n	n	CCONJ
easat-1684	147	16	)	)	PUNCT
easat-1684	147	17	and	and	CCONJ
easat-1684	147	18	their	their	PRON
easat-1684	147	19	kernels	kernel	NOUN
easat-1684	147	20	.	.	PUNCT
easat-1684	148	1	name	name	NOUN
easat-1684	148	2	n	n	ADP
easat-1684	148	3	kernels	kernel	NOUN
easat-1684	148	4	prop1024	prop1024	PROPN
easat-1684	148	5	11	11	NUM
easat-1684	149	1	[	[	X
easat-1684	149	2	16	16	NUM
easat-1684	149	3	,	,	PUNCT
easat-1684	149	4	32	32	NUM
easat-1684	149	5	,	,	PUNCT
easat-1684	149	6	32	32	NUM
easat-1684	149	7	,	,	PUNCT
easat-1684	149	8	64	64	NUM
easat-1684	149	9	,	,	PUNCT
easat-1684	149	10	64	64	NUM
easat-1684	149	11	,	,	PUNCT
easat-1684	149	12	128	128	NUM
easat-1684	149	13	,	,	PUNCT
easat-1684	149	14	128	128	NUM
easat-1684	149	15	,	,	PUNCT
easat-1684	149	16	256	256	NUM
easat-1684	149	17	,	,	PUNCT
easat-1684	149	18	256	256	NUM
easat-1684	149	19	,	,	PUNCT
easat-1684	149	20	512	512	NUM
easat-1684	149	21	,	,	PUNCT
easat-1684	149	22	1024	1024	NUM
easat-1684	149	23	]	]	PUNCT
easat-1684	149	24	prop512	prop512	PROPN
easat-1684	149	25	10	10	NUM
easat-1684	150	1	[	[	X
easat-1684	150	2	16	16	NUM
easat-1684	150	3	,	,	PUNCT
easat-1684	150	4	32	32	NUM
easat-1684	150	5	,	,	PUNCT
easat-1684	150	6	32	32	NUM
easat-1684	150	7	,	,	PUNCT
easat-1684	150	8	64	64	NUM
easat-1684	150	9	,	,	PUNCT
easat-1684	150	10	64	64	NUM
easat-1684	150	11	,	,	PUNCT
easat-1684	150	12	128	128	NUM
easat-1684	150	13	,	,	PUNCT
easat-1684	150	14	128	128	NUM
easat-1684	150	15	,	,	PUNCT
easat-1684	150	16	256	256	NUM
easat-1684	150	17	,	,	PUNCT
easat-1684	150	18	256	256	NUM
easat-1684	150	19	,	,	PUNCT
easat-1684	150	20	512	512	NUM
easat-1684	150	21	]	]	PUNCT
easat-1684	150	22	prop256	prop256	PROPN
easat-1684	150	23	9	9	NUM
easat-1684	151	1	[	[	X
easat-1684	151	2	16	16	NUM
easat-1684	151	3	,	,	PUNCT
easat-1684	151	4	32	32	NUM
easat-1684	151	5	,	,	PUNCT
easat-1684	151	6	32	32	NUM
easat-1684	151	7	,	,	PUNCT
easat-1684	151	8	64	64	NUM
easat-1684	151	9	,	,	PUNCT
easat-1684	151	10	64	64	NUM
easat-1684	151	11	,	,	PUNCT
easat-1684	151	12	128	128	NUM
easat-1684	151	13	,	,	PUNCT
easat-1684	151	14	128	128	NUM
easat-1684	151	15	,	,	PUNCT
easat-1684	151	16	256	256	NUM
easat-1684	151	17	,	,	PUNCT
easat-1684	151	18	256	256	NUM
easat-1684	151	19	]	]	PUNCT
easat-1684	151	20	prop128	prop128	PROPN
easat-1684	151	21	7	7	NUM
easat-1684	152	1	[	[	X
easat-1684	152	2	16	16	NUM
easat-1684	152	3	,	,	PUNCT
easat-1684	152	4	32	32	NUM
easat-1684	152	5	,	,	PUNCT
easat-1684	152	6	32	32	NUM
easat-1684	152	7	,	,	PUNCT
easat-1684	152	8	64	64	NUM
easat-1684	152	9	,	,	PUNCT
easat-1684	152	10	64	64	NUM
easat-1684	152	11	,	,	PUNCT
easat-1684	152	12	128	128	NUM
easat-1684	152	13	,	,	PUNCT
easat-1684	152	14	128	128	NUM
easat-1684	152	15	]	]	PUNCT
easat-1684	152	16	prop64	prop64	NOUN
easat-1684	152	17	5	5	NUM
easat-1684	153	1	[	[	X
easat-1684	153	2	16	16	NUM
easat-1684	153	3	,	,	PUNCT
easat-1684	153	4	32	32	NUM
easat-1684	153	5	,	,	PUNCT
easat-1684	153	6	32	32	NUM
easat-1684	153	7	,	,	PUNCT
easat-1684	153	8	64	64	NUM
easat-1684	153	9	,	,	PUNCT
easat-1684	153	10	64	64	NUM
easat-1684	153	11	]	]	PUNCT
easat-1684	153	12	prop32	prop32	NOUN
easat-1684	153	13	3	3	NUM
easat-1684	153	14	[	[	X
easat-1684	153	15	16	16	NUM
easat-1684	153	16	,	,	PUNCT
easat-1684	153	17	32	32	NUM
easat-1684	153	18	,	,	PUNCT
easat-1684	153	19	32	32	NUM
easat-1684	153	20	{	{	PUNCT
easat-1684	153	21	]	]	X
easat-1684	153	22	we	we	PRON
easat-1684	153	23	employed	employ	VERB
easat-1684	153	24	gcnns	gcnn	VERB
easat-1684	153	25	with	with	ADP
easat-1684	153	26	the	the	DET
easat-1684	153	27	auto	auto	NOUN
easat-1684	153	28	-	-	PUNCT
easat-1684	153	29	encoder	encoder	NOUN
easat-1684	153	30	architecture	architecture	NOUN
easat-1684	153	31	illustrated	illustrate	VERB
easat-1684	153	32	in	in	ADP
easat-1684	153	33	fig	fig	NOUN
easat-1684	153	34	.	.	PUNCT
easat-1684	154	1	2	2	X
easat-1684	154	2	.	.	X
easat-1684	154	3	a	a	DET
easat-1684	154	4	unet	unet	NOUN
easat-1684	154	5	architecture	architecture	NOUN
easat-1684	154	6	[	[	X
easat-1684	154	7	48	48	NUM
easat-1684	154	8	]	]	PUNCT
easat-1684	154	9	,	,	PUNCT
easat-1684	154	10	which	which	PRON
easat-1684	154	11	is	be	AUX
easat-1684	154	12	often	often	ADV
easat-1684	154	13	implemented	implement	VERB
easat-1684	154	14	for	for	ADP
easat-1684	154	15	speech	speech	NOUN
easat-1684	154	16	enhancement	enhancement	NOUN
easat-1684	154	17	[	[	X
easat-1684	154	18	25	25	NUM
easat-1684	154	19	,	,	PUNCT
easat-1684	154	20	49	49	NUM
easat-1684	154	21	]	]	PUNCT
easat-1684	154	22	,	,	PUNCT
easat-1684	154	23	was	be	AUX
easat-1684	154	24	adopted	adopt	VERB
easat-1684	154	25	.	.	PUNCT
easat-1684	155	1	we	we	PRON
easat-1684	155	2	employed	employ	VERB
easat-1684	155	3	the	the	DET
easat-1684	155	4	gcnn	gcnn	NOUN
easat-1684	155	5	on	on	ADP
easat-1684	155	6	only	only	ADV
easat-1684	155	7	the	the	DET
easat-1684	155	8	encoder	encoder	NOUN
easat-1684	155	9	of	of	ADP
easat-1684	155	10	the	the	DET
easat-1684	155	11	auto	auto	NOUN
easat-1684	155	12	-	-	PUNCT
easat-1684	155	13	encoder	encoder	NOUN
easat-1684	155	14	.	.	PUNCT
easat-1684	156	1	we	we	PRON
easat-1684	156	2	replaced	replace	VERB
easat-1684	156	3	each	each	DET
easat-1684	156	4	convolutional	convolutional	ADJ
easat-1684	156	5	layer	layer	NOUN
easat-1684	156	6	with	with	ADP
easat-1684	156	7	a	a	DET
easat-1684	156	8	gcnn	gcnn	NOUN
easat-1684	156	9	.	.	PUNCT
easat-1684	157	1	we	we	PRON
easat-1684	157	2	varied	vary	VERB
easat-1684	157	3	the	the	DET
easat-1684	157	4	number	number	NOUN
easat-1684	157	5	of	of	ADP
easat-1684	157	6	layers	layer	NOUN
easat-1684	157	7	of	of	ADP
easat-1684	157	8	encoders	encoder	NOUN
easat-1684	157	9	to	to	ADP
easat-1684	157	10	3	3	NUM
easat-1684	157	11	,	,	PUNCT
easat-1684	157	12	5	5	NUM
easat-1684	157	13	,	,	PUNCT
easat-1684	157	14	7	7	NUM
easat-1684	157	15	,	,	PUNCT
easat-1684	157	16	9	9	NUM
easat-1684	157	17	,	,	PUNCT
easat-1684	157	18	10	10	NUM
easat-1684	157	19	,	,	PUNCT
easat-1684	157	20	and	and	CCONJ
easat-1684	157	21	11	11	NUM
easat-1684	157	22	and	and	CCONJ
easat-1684	157	23	used	use	VERB
easat-1684	157	24	the	the	DET
easat-1684	157	25	corresponding	corresponding	ADJ
easat-1684	157	26	kernel	kernel	PROPN
easat-1684	157	27	sizes	size	NOUN
easat-1684	157	28	.	.	PUNCT
easat-1684	158	1	we	we	PRON
easat-1684	158	2	also	also	ADV
easat-1684	158	3	used	use	VERB
easat-1684	158	4	skip	skip	ADJ
easat-1684	158	5	connections	connection	NOUN
easat-1684	158	6	in	in	ADP
easat-1684	158	7	the	the	DET
easat-1684	158	8	autoencoder	autoencoder	NOUN
easat-1684	158	9	.	.	PUNCT
easat-1684	159	1	the	the	DET
easat-1684	159	2	details	detail	NOUN
easat-1684	159	3	of	of	ADP
easat-1684	159	4	various	various	ADJ
easat-1684	159	5	architectures	architecture	NOUN
easat-1684	159	6	that	that	PRON
easat-1684	159	7	we	we	PRON
easat-1684	159	8	evaluated	evaluate	VERB
easat-1684	159	9	are	be	AUX
easat-1684	159	10	shown	show	VERB
easat-1684	159	11	in	in	ADP
easat-1684	159	12	table	table	NOUN
easat-1684	159	13	1	1	NUM
easat-1684	159	14	.	.	PUNCT
easat-1684	160	1	n	n	PRON
easat-1684	160	2	refers	refer	VERB
easat-1684	160	3	to	to	ADP
easat-1684	160	4	the	the	DET
easat-1684	160	5	number	number	NOUN
easat-1684	160	6	of	of	ADP
easat-1684	160	7	gcnn	gcnn	PROPN
easat-1684	160	8	layers	layer	NOUN
easat-1684	160	9	at	at	ADP
easat-1684	160	10	the	the	DET
easat-1684	160	11	encoder	encoder	NOUN
easat-1684	160	12	.	.	PUNCT
easat-1684	161	1	figure	figure	VERB
easat-1684	161	2	3	3	NUM
easat-1684	161	3	.	.	PUNCT
easat-1684	161	4	data	datum	NOUN
easat-1684	161	5	creation	creation	NOUN
easat-1684	161	6	process	process	NOUN
easat-1684	161	7	:	:	PUNCT
easat-1684	161	8	(	(	PUNCT
easat-1684	161	9	a	a	X
easat-1684	161	10	)	)	PUNCT
easat-1684	161	11	the	the	DET
easat-1684	161	12	process	process	NOUN
easat-1684	161	13	of	of	ADP
easat-1684	161	14	creating	create	VERB
easat-1684	161	15	the	the	DET
easat-1684	161	16	dataset	dataset	NOUN
easat-1684	161	17	;	;	PUNCT
easat-1684	161	18	(	(	PUNCT
easat-1684	161	19	b	b	X
easat-1684	161	20	)	)	PUNCT
easat-1684	161	21	the	the	DET
easat-1684	161	22	actual	actual	ADJ
easat-1684	161	23	setup	setup	NOUN
easat-1684	161	24	conditions	condition	NOUN
easat-1684	161	25	.	.	PUNCT
easat-1684	162	1	4	4	X
easat-1684	162	2	.	.	X
easat-1684	162	3	experimental	experimental	ADJ
easat-1684	162	4	setup	setup	NOUN
easat-1684	162	5	this	this	DET
easat-1684	162	6	study	study	NOUN
easat-1684	162	7	was	be	AUX
easat-1684	162	8	part	part	NOUN
easat-1684	162	9	of	of	ADP
easat-1684	162	10	a	a	DET
easat-1684	162	11	project	project	NOUN
easat-1684	162	12	for	for	ADP
easat-1684	162	13	developing	develop	VERB
easat-1684	162	14	secured	secure	VERB
easat-1684	162	15	communications	communication	NOUN
easat-1684	162	16	through	through	ADP
easat-1684	162	17	handtalk	handtalk	NOUN
easat-1684	162	18	devices	device	NOUN
easat-1684	162	19	.	.	PUNCT
easat-1684	163	1	we	we	PRON
easat-1684	163	2	generated	generate	VERB
easat-1684	163	3	a	a	DET
easat-1684	163	4	dataset	dataset	NOUN
easat-1684	163	5	for	for	ADP
easat-1684	163	6	this	this	DET
easat-1684	163	7	purpose	purpose	NOUN
easat-1684	163	8	from	from	ADP
easat-1684	163	9	subsets	subset	NOUN
easat-1684	163	10	of	of	ADP
easat-1684	163	11	an	an	DET
easat-1684	163	12	indonesian	indonesian	ADJ
easat-1684	163	13	speech	speech	NOUN
easat-1684	163	14	corpus	corpus	NOUN
easat-1684	163	15	[	[	X
easat-1684	163	16	50	50	NUM
easat-1684	163	17	]	]	PUNCT
easat-1684	163	18	.	.	PUNCT
easat-1684	164	1	this	this	DET
easat-1684	164	2	dataset	dataset	NOUN
easat-1684	164	3	was	be	AUX
easat-1684	164	4	collected	collect	VERB
easat-1684	164	5	from	from	ADP
easat-1684	164	6	20	20	NUM
easat-1684	164	7	speakers	speaker	NOUN
easat-1684	164	8	that	that	PRON
easat-1684	164	9	read	read	VERB
easat-1684	164	10	around	around	ADV
easat-1684	164	11	390	390	NUM
easat-1684	164	12	phonetically	phonetically	ADV
easat-1684	164	13	balanced	balanced	ADJ
easat-1684	164	14	sentences	sentence	NOUN
easat-1684	164	15	.	.	PUNCT
easat-1684	165	1	we	we	PRON
easat-1684	165	2	selected	select	VERB
easat-1684	165	3	50	50	NUM
easat-1684	165	4	262	262	NUM
easat-1684	165	5	edelweiss	edelweiss	PROPN
easat-1684	165	6	applied	apply	VERB
easat-1684	165	7	science	science	NOUN
easat-1684	165	8	and	and	CCONJ
easat-1684	165	9	technology	technology	NOUN
easat-1684	165	10	issn	issn	PROPN
easat-1684	165	11	:	:	PUNCT
easat-1684	165	12	2576	2576	NUM
easat-1684	165	13	-	-	SYM
easat-1684	165	14	8484	8484	NUM
easat-1684	165	15	vol	vol	NOUN
easat-1684	165	16	.	.	PROPN
easat-1684	165	17	8	8	NUM
easat-1684	165	18	,	,	PUNCT
easat-1684	165	19	no	no	INTJ
easat-1684	165	20	.	.	NOUN
easat-1684	165	21	5	5	NUM
easat-1684	165	22	:	:	SYM
easat-1684	165	23	256	256	NUM
easat-1684	165	24	-	-	SYM
easat-1684	165	25	270	270	NUM
easat-1684	165	26	,	,	PUNCT
easat-1684	165	27	2024	2024	NUM
easat-1684	165	28	doi	doi	NOUN
easat-1684	165	29	:	:	PUNCT
easat-1684	165	30	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	165	31	©	©	ADP
easat-1684	165	32	2024	2024	NUM
easat-1684	165	33	by	by	ADP
easat-1684	165	34	the	the	DET
easat-1684	165	35	authors	author	NOUN
easat-1684	165	36	;	;	PUNCT
easat-1684	165	37	licensee	licensee	PROPN
easat-1684	165	38	learning	learn	VERB
easat-1684	165	39	gate	gate	NOUN
easat-1684	165	40	utterances	utterance	NOUN
easat-1684	165	41	from	from	ADP
easat-1684	165	42	each	each	DET
easat-1684	165	43	speaker	speaker	NOUN
easat-1684	165	44	in	in	ADP
easat-1684	165	45	the	the	DET
easat-1684	165	46	dataset	dataset	NOUN
easat-1684	165	47	for	for	ADP
easat-1684	165	48	a	a	DET
easat-1684	165	49	total	total	ADJ
easat-1684	165	50	o	o	NOUN
easat-1684	165	51	f1000	f1000	NUM
easat-1684	165	52	utterances	utterance	NOUN
easat-1684	165	53	.	.	PUNCT
easat-1684	166	1	the	the	DET
easat-1684	166	2	process	process	NOUN
easat-1684	166	3	of	of	ADP
easat-1684	166	4	creating	create	VERB
easat-1684	166	5	the	the	DET
easat-1684	166	6	experimental	experimental	ADJ
easat-1684	166	7	dataset	dataset	NOUN
easat-1684	166	8	is	be	AUX
easat-1684	166	9	shown	show	VERB
easat-1684	166	10	in	in	ADP
easat-1684	166	11	fig	fig	NOUN
easat-1684	166	12	.	.	PUNCT
easat-1684	167	1	3	3	X
easat-1684	167	2	.	.	X
easat-1684	167	3	we	we	PRON
easat-1684	167	4	could	could	AUX
easat-1684	167	5	not	not	PART
easat-1684	167	6	create	create	VERB
easat-1684	167	7	a	a	DET
easat-1684	167	8	dataset	dataset	NOUN
easat-1684	167	9	for	for	ADP
easat-1684	167	10	the	the	DET
easat-1684	167	11	whole	whole	ADJ
easat-1684	167	12	set	set	NOUN
easat-1684	167	13	due	due	ADP
easat-1684	167	14	to	to	ADP
easat-1684	167	15	time	time	NOUN
easat-1684	167	16	constraints	constraint	NOUN
easat-1684	167	17	and	and	CCONJ
easat-1684	167	18	the	the	DET
easat-1684	167	19	limited	limited	ADJ
easat-1684	167	20	resources	resource	NOUN
easat-1684	167	21	of	of	ADP
easat-1684	167	22	the	the	DET
easat-1684	167	23	project	project	NOUN
easat-1684	167	24	.	.	PUNCT
easat-1684	168	1	all	all	PRON
easat-1684	168	2	of	of	ADP
easat-1684	168	3	the	the	DET
easat-1684	168	4	selected	select	VERB
easat-1684	168	5	utterances	utterance	NOUN
easat-1684	168	6	were	be	AUX
easat-1684	168	7	encrypted	encrypt	VERB
easat-1684	168	8	before	before	SCONJ
easat-1684	168	9	they	they	PRON
easat-1684	168	10	were	be	AUX
easat-1684	168	11	sent	send	VERB
easat-1684	168	12	through	through	ADP
easat-1684	168	13	handtalk	handtalk	NOUN
easat-1684	168	14	devices	device	NOUN
easat-1684	168	15	.	.	PUNCT
easat-1684	169	1	then	then	ADV
easat-1684	169	2	,	,	PUNCT
easat-1684	169	3	the	the	DET
easat-1684	169	4	encrypted	encrypt	VERB
easat-1684	169	5	data	datum	NOUN
easat-1684	169	6	received	receive	VERB
easat-1684	169	7	by	by	ADP
easat-1684	169	8	a	a	DET
easat-1684	169	9	hand	hand	NOUN
easat-1684	169	10	-	-	PUNCT
easat-1684	169	11	talk	talk	NOUN
easat-1684	169	12	device	device	NOUN
easat-1684	169	13	at	at	ADP
easat-1684	169	14	another	another	DET
easat-1684	169	15	end	end	NOUN
easat-1684	169	16	were	be	AUX
easat-1684	169	17	decrypted	decrypt	VERB
easat-1684	169	18	.	.	PUNCT
easat-1684	170	1	for	for	ADP
easat-1684	170	2	the	the	DET
easat-1684	170	3	hand	hand	NOUN
easat-1684	170	4	-	-	PUNCT
easat-1684	170	5	talk	talk	NOUN
easat-1684	170	6	devices	device	NOUN
easat-1684	170	7	,	,	PUNCT
easat-1684	170	8	we	we	PRON
easat-1684	170	9	used	use	VERB
easat-1684	170	10	yaesu	yaesu	PROPN
easat-1684	170	11	model	model	PROPN
easat-1684	170	12	ft3dr	ft3dr	PROPN
easat-1684	170	13	,	,	PUNCT
easat-1684	170	14	while	while	SCONJ
easat-1684	170	15	a	a	DET
easat-1684	170	16	laptop	laptop	NOUN
easat-1684	170	17	with	with	ADP
easat-1684	170	18	an	an	DET
easat-1684	170	19	11th	11th	ADJ
easat-1684	170	20	generation	generation	NOUN
easat-1684	170	21	intel	intel	PROPN
easat-1684	170	22	core	core	PROPN
easat-1684	170	23	i-72	i-72	PROPN
easat-1684	170	24	and	and	CCONJ
easat-1684	170	25	16	16	NUM
easat-1684	170	26	gb	gb	NOUN
easat-1684	170	27	of	of	ADP
easat-1684	170	28	memory	memory	NOUN
easat-1684	170	29	was	be	AUX
easat-1684	170	30	used	use	VERB
easat-1684	170	31	to	to	PART
easat-1684	170	32	perform	perform	VERB
easat-1684	170	33	encryption	encryption	NOUN
easat-1684	170	34	,	,	PUNCT
easat-1684	170	35	play	play	VERB
easat-1684	170	36	the	the	DET
easat-1684	170	37	recordings	recording	NOUN
easat-1684	170	38	of	of	ADP
easat-1684	170	39	the	the	DET
easat-1684	170	40	encrypted	encrypt	VERB
easat-1684	170	41	speech	speech	NOUN
easat-1684	170	42	from	from	ADP
easat-1684	170	43	one	one	NUM
easat-1684	170	44	end	end	NOUN
easat-1684	170	45	,	,	PUNCT
easat-1684	170	46	and	and	CCONJ
easat-1684	170	47	then	then	ADV
easat-1684	170	48	to	to	PART
easat-1684	170	49	record	record	VERB
easat-1684	170	50	the	the	DET
easat-1684	170	51	speech	speech	NOUN
easat-1684	170	52	received	receive	VERB
easat-1684	170	53	from	from	ADP
easat-1684	170	54	the	the	DET
easat-1684	170	55	hand	hand	NOUN
easat-1684	170	56	-	-	PUNCT
easat-1684	170	57	talk	talk	NOUN
easat-1684	170	58	device	device	NOUN
easat-1684	170	59	.	.	PUNCT
easat-1684	171	1	meanwhile	meanwhile	ADV
easat-1684	171	2	,	,	PUNCT
easat-1684	171	3	a	a	DET
easat-1684	171	4	method	method	NOUN
easat-1684	171	5	from	from	ADP
easat-1684	171	6	[	[	X
easat-1684	171	7	51	51	NUM
easat-1684	171	8	]	]	PUNCT
easat-1684	171	9	was	be	AUX
easat-1684	171	10	used	use	VERB
easat-1684	171	11	for	for	ADP
easat-1684	171	12	encryption	encryption	NOUN
easat-1684	171	13	.	.	PUNCT
easat-1684	172	1	it	it	PRON
easat-1684	172	2	was	be	AUX
easat-1684	172	3	based	base	VERB
easat-1684	172	4	on	on	ADP
easat-1684	172	5	shuffling	shuffle	VERB
easat-1684	172	6	the	the	DET
easat-1684	172	7	data	datum	NOUN
easat-1684	172	8	using	use	VERB
easat-1684	172	9	the	the	DET
easat-1684	172	10	chaotic	chaotic	ADJ
easat-1684	172	11	permutation	permutation	NOUN
easat-1684	172	12	of	of	ADP
easat-1684	172	13	multiple	multiple	ADJ
easat-1684	172	14	circular	circular	ADJ
easat-1684	172	15	shrinking	shrinking	NOUN
easat-1684	172	16	and	and	CCONJ
easat-1684	172	17	expanding	expand	VERB
easat-1684	172	18	methods	method	NOUN
easat-1684	172	19	.	.	PUNCT
easat-1684	173	1	for	for	ADP
easat-1684	173	2	details	detail	NOUN
easat-1684	173	3	of	of	ADP
easat-1684	173	4	the	the	DET
easat-1684	173	5	methods	method	NOUN
easat-1684	173	6	,	,	PUNCT
easat-1684	173	7	the	the	DET
easat-1684	173	8	reader	reader	NOUN
easat-1684	173	9	can	can	AUX
easat-1684	173	10	refer	refer	VERB
easat-1684	173	11	to	to	ADP
easat-1684	173	12	[	[	X
easat-1684	173	13	51	51	NUM
easat-1684	173	14	]	]	PUNCT
easat-1684	173	15	.	.	PUNCT
easat-1684	174	1	samples	sample	NOUN
easat-1684	174	2	of	of	ADP
easat-1684	174	3	the	the	DET
easat-1684	174	4	decrypted	decrypt	VERB
easat-1684	174	5	speech	speech	NOUN
easat-1684	174	6	are	be	AUX
easat-1684	174	7	shown	show	VERB
easat-1684	174	8	in	in	ADP
easat-1684	174	9	fig	fig	NOUN
easat-1684	174	10	.	.	PUNCT
easat-1684	175	1	4	4	X
easat-1684	175	2	.	.	X
easat-1684	176	1	it	it	PRON
easat-1684	176	2	was	be	AUX
easat-1684	176	3	clear	clear	ADJ
easat-1684	176	4	that	that	SCONJ
easat-1684	176	5	most	most	ADJ
easat-1684	176	6	distortions	distortion	NOUN
easat-1684	176	7	occurred	occur	VERB
easat-1684	176	8	when	when	SCONJ
easat-1684	176	9	speech	speech	NOUN
easat-1684	176	10	was	be	AUX
easat-1684	176	11	present	present	ADJ
easat-1684	176	12	,	,	PUNCT
easat-1684	176	13	and	and	CCONJ
easat-1684	176	14	when	when	SCONJ
easat-1684	176	15	speech	speech	NOUN
easat-1684	176	16	was	be	AUX
easat-1684	176	17	absent	absent	ADJ
easat-1684	176	18	,	,	PUNCT
easat-1684	176	19	the	the	DET
easat-1684	176	20	distortions	distortion	NOUN
easat-1684	176	21	were	be	AUX
easat-1684	176	22	minimal	minimal	ADJ
easat-1684	176	23	.	.	PUNCT
easat-1684	177	1	this	this	PRON
easat-1684	177	2	was	be	AUX
easat-1684	177	3	different	different	ADJ
easat-1684	177	4	from	from	ADP
easat-1684	177	5	the	the	DET
easat-1684	177	6	usual	usual	ADJ
easat-1684	177	7	problems	problem	NOUN
easat-1684	177	8	in	in	ADP
easat-1684	177	9	speech	speech	NOUN
easat-1684	177	10	enhancement	enhancement	NOUN
easat-1684	177	11	,	,	PUNCT
easat-1684	177	12	where	where	SCONJ
easat-1684	177	13	it	it	PRON
easat-1684	177	14	is	be	AUX
easat-1684	177	15	assumed	assume	VERB
easat-1684	177	16	that	that	SCONJ
easat-1684	177	17	noise	noise	NOUN
easat-1684	177	18	or	or	CCONJ
easat-1684	177	19	distortions	distortion	NOUN
easat-1684	177	20	are	be	AUX
easat-1684	177	21	present	present	ADJ
easat-1684	177	22	all	all	DET
easat-1684	177	23	the	the	DET
easat-1684	177	24	time	time	NOUN
easat-1684	177	25	(	(	PUNCT
easat-1684	177	26	during	during	ADP
easat-1684	177	27	speech	speech	NOUN
easat-1684	177	28	and	and	CCONJ
easat-1684	177	29	non	non	ADJ
easat-1684	177	30	-	-	ADJ
easat-1684	177	31	speech	speech	ADJ
easat-1684	177	32	periods	period	NOUN
easat-1684	177	33	)	)	PUNCT
easat-1684	177	34	.	.	PUNCT
easat-1684	178	1	to	to	PART
easat-1684	178	2	train	train	VERB
easat-1684	178	3	all	all	PRON
easat-1684	178	4	of	of	ADP
easat-1684	178	5	the	the	DET
easat-1684	178	6	deep	deep	ADJ
easat-1684	178	7	learning	learning	NOUN
easat-1684	178	8	architectures	architecture	NOUN
easat-1684	178	9	,	,	PUNCT
easat-1684	178	10	we	we	PRON
easat-1684	178	11	used	use	VERB
easat-1684	178	12	the	the	DET
easat-1684	178	13	same	same	ADJ
easat-1684	178	14	configurations	configuration	NOUN
easat-1684	178	15	to	to	PART
easat-1684	178	16	split	split	VERB
easat-1684	178	17	the	the	DET
easat-1684	178	18	training	training	NOUN
easat-1684	178	19	and	and	CCONJ
easat-1684	178	20	testing	testing	NOUN
easat-1684	178	21	data	datum	NOUN
easat-1684	178	22	.	.	PUNCT
easat-1684	179	1	for	for	ADP
easat-1684	179	2	training	training	NOUN
easat-1684	179	3	,	,	PUNCT
easat-1684	179	4	we	we	PRON
easat-1684	179	5	used	use	VERB
easat-1684	179	6	data	datum	NOUN
easat-1684	179	7	from	from	ADP
easat-1684	179	8	16	16	NUM
easat-1684	179	9	speakers	speaker	NOUN
easat-1684	179	10	(	(	PUNCT
easat-1684	179	11	800	800	NUM
easat-1684	179	12	utterances	utterance	NOUN
easat-1684	179	13	)	)	PUNCT
easat-1684	179	14	,	,	PUNCT
easat-1684	179	15	and	and	CCONJ
easat-1684	179	16	the	the	DET
easat-1684	179	17	rest	rest	NOUN
easat-1684	179	18	(	(	PUNCT
easat-1684	179	19	4	4	NUM
easat-1684	179	20	speakers	speaker	NOUN
easat-1684	179	21	with	with	ADP
easat-1684	179	22	200	200	NUM
easat-1684	179	23	utterances	utterance	NOUN
easat-1684	179	24	)	)	PUNCT
easat-1684	179	25	were	be	AUX
easat-1684	179	26	used	use	VERB
easat-1684	179	27	for	for	ADP
easat-1684	179	28	testing	testing	NOUN
easat-1684	179	29	.	.	PUNCT
easat-1684	180	1	as	as	ADP
easat-1684	180	2	good	good	ADJ
easat-1684	180	3	predictors	predictor	NOUN
easat-1684	180	4	for	for	ADP
easat-1684	180	5	the	the	DET
easat-1684	180	6	mos	mos	NOUN
easat-1684	180	7	of	of	ADP
easat-1684	180	8	the	the	DET
easat-1684	180	9	signal	signal	ADJ
easat-1684	180	10	distortion	distortion	NOUN
easat-1684	180	11	,	,	PUNCT
easat-1684	180	12	the	the	DET
easat-1684	180	13	background	background	NOUN
easat-1684	180	14	noise	noise	NOUN
easat-1684	180	15	interference	interference	NOUN
easat-1684	180	16	,	,	PUNCT
easat-1684	180	17	and	and	CCONJ
easat-1684	180	18	the	the	DET
easat-1684	180	19	overall	overall	ADJ
easat-1684	180	20	effect	effect	NOUN
easat-1684	180	21	,	,	PUNCT
easat-1684	180	22	respectively	respectively	ADV
easat-1684	180	23	.	.	PUNCT
easat-1684	181	1	the	the	DET
easat-1684	181	2	mos	mos	PROPN
easat-1684	181	3	values	value	NOUN
easat-1684	181	4	ranged	range	VERB
easat-1684	181	5	between	between	ADP
easat-1684	181	6	1	1	NUM
easat-1684	181	7	and	and	CCONJ
easat-1684	181	8	5	5	NUM
easat-1684	181	9	,	,	PUNCT
easat-1684	181	10	where	where	SCONJ
easat-1684	181	11	1	1	NUM
easat-1684	181	12	was	be	AUX
easat-1684	181	13	the	the	DET
easat-1684	181	14	lowest	low	ADJ
easat-1684	181	15	quality	quality	NOUN
easat-1684	181	16	and	and	CCONJ
easat-1684	181	17	5	5	NUM
easat-1684	181	18	was	be	AUX
easat-1684	181	19	the	the	DET
easat-1684	181	20	highest	high	ADJ
easat-1684	181	21	;	;	PUNCT
easat-1684	181	22	the	the	DET
easat-1684	181	23	csig	csig	NOUN
easat-1684	181	24	,	,	PUNCT
easat-1684	181	25	cbak	cbak	NOUN
easat-1684	181	26	,	,	PUNCT
easat-1684	181	27	and	and	CCONJ
easat-1684	181	28	covl	covl	NOUN
easat-1684	181	29	also	also	ADV
easat-1684	181	30	had	have	VERB
easat-1684	181	31	the	the	DET
easat-1684	181	32	same	same	ADJ
easat-1684	181	33	range	range	NOUN
easat-1684	181	34	.	.	PUNCT
easat-1684	182	1	we	we	PRON
easat-1684	182	2	used	use	VERB
easat-1684	182	3	two	two	NUM
easat-1684	182	4	objective	objective	ADJ
easat-1684	182	5	metrics	metric	NOUN
easat-1684	182	6	to	to	PART
easat-1684	182	7	evaluate	evaluate	VERB
easat-1684	182	8	our	our	PRON
easat-1684	182	9	method	method	NOUN
easat-1684	182	10	.	.	PUNCT
easat-1684	183	1	they	they	PRON
easat-1684	183	2	were	be	AUX
easat-1684	183	3	the	the	DET
easat-1684	183	4	perceptual	perceptual	ADJ
easat-1684	183	5	evaluation	evaluation	NOUN
easat-1684	183	6	of	of	ADP
easat-1684	183	7	speech	speech	NOUN
easat-1684	183	8	quality	quality	NOUN
easat-1684	183	9	(	(	PUNCT
easat-1684	183	10	pesq	pesq	NOUN
easat-1684	183	11	)	)	PUNCT
easat-1684	184	1	[	[	X
easat-1684	184	2	52	52	NUM
easat-1684	184	3	]	]	PUNCT
easat-1684	184	4	and	and	CCONJ
easat-1684	184	5	short	short	ADJ
easat-1684	184	6	-	-	PUNCT
easat-1684	184	7	time	time	NOUN
easat-1684	184	8	objective	objective	ADJ
easat-1684	184	9	intelligibility	intelligibility	NOUN
easat-1684	184	10	(	(	PUNCT
easat-1684	184	11	stoi	stoi	NOUN
easat-1684	184	12	)	)	PUNCT
easat-1684	184	13	.	.	PUNCT
easat-1684	185	1	for	for	ADP
easat-1684	185	2	the	the	DET
easat-1684	185	3	pesq	pesq	NOUN
easat-1684	185	4	scores	score	NOUN
easat-1684	185	5	,	,	PUNCT
easat-1684	185	6	the	the	DET
easat-1684	185	7	values	value	NOUN
easat-1684	185	8	ranged	range	VERB
easat-1684	185	9	between	between	ADP
easat-1684	185	10	–	–	PUNCT
easat-1684	185	11	0.5	0.5	NUM
easat-1684	185	12	and	and	CCONJ
easat-1684	185	13	4.5	4.5	NUM
easat-1684	185	14	,	,	PUNCT
easat-1684	185	15	with	with	ADP
easat-1684	185	16	higher	high	ADJ
easat-1684	185	17	scores	score	NOUN
easat-1684	185	18	indicating	indicate	VERB
easat-1684	185	19	a	a	DET
easat-1684	185	20	better	well	ADJ
easat-1684	185	21	quality	quality	NOUN
easat-1684	185	22	,	,	PUNCT
easat-1684	185	23	while	while	SCONJ
easat-1684	185	24	a	a	DET
easat-1684	185	25	higher	high	ADJ
easat-1684	185	26	stoi	stoi	NOUN
easat-1684	185	27	score	score	NOUN
easat-1684	185	28	indicated	indicate	VERB
easat-1684	185	29	higher	high	ADJ
easat-1684	185	30	quality	quality	NOUN
easat-1684	185	31	.	.	PUNCT
easat-1684	186	1	due	due	ADP
easat-1684	186	2	to	to	ADP
easat-1684	186	3	funding	funding	NOUN
easat-1684	186	4	limitations	limitation	NOUN
easat-1684	186	5	,	,	PUNCT
easat-1684	186	6	the	the	DET
easat-1684	186	7	mean	mean	ADJ
easat-1684	186	8	opinion	opinion	NOUN
easat-1684	186	9	score	score	NOUN
easat-1684	186	10	(	(	PUNCT
easat-1684	186	11	mos	mos	NOUN
easat-1684	186	12	)	)	PUNCT
easat-1684	186	13	from	from	ADP
easat-1684	186	14	subjective	subjective	ADJ
easat-1684	186	15	listening	listening	NOUN
easat-1684	186	16	tests	test	NOUN
easat-1684	186	17	could	could	AUX
easat-1684	186	18	not	not	PART
easat-1684	186	19	be	be	AUX
easat-1684	186	20	included	include	VERB
easat-1684	186	21	in	in	ADP
easat-1684	186	22	this	this	DET
easat-1684	186	23	study	study	NOUN
easat-1684	186	24	.	.	PUNCT
easat-1684	187	1	instead	instead	ADV
easat-1684	187	2	,	,	PUNCT
easat-1684	187	3	we	we	PRON
easat-1684	187	4	used	use	VERB
easat-1684	187	5	the	the	DET
easat-1684	187	6	signal	signal	ADJ
easat-1684	187	7	distortion	distortion	NOUN
easat-1684	187	8	(	(	PUNCT
easat-1684	187	9	csig	csig	PROPN
easat-1684	187	10	)	)	PUNCT
easat-1684	187	11	,	,	PUNCT
easat-1684	187	12	the	the	DET
easat-1684	187	13	mos	mos	PROPN
easat-1684	187	14	predictor	predictor	NOUN
easat-1684	187	15	of	of	ADP
easat-1684	187	16	background	background	NOUN
easat-1684	187	17	noise	noise	NOUN
easat-1684	187	18	intrusiveness	intrusiveness	ADJ
easat-1684	187	19	(	(	PUNCT
easat-1684	187	20	cbak	cbak	NOUN
easat-1684	187	21	)	)	PUNCT
easat-1684	187	22	,	,	PUNCT
easat-1684	187	23	and	and	CCONJ
easat-1684	187	24	the	the	DET
easat-1684	187	25	mos	mos	PROPN
easat-1684	187	26	predictor	predictor	NOUN
easat-1684	187	27	of	of	ADP
easat-1684	187	28	overall	overall	ADJ
easat-1684	187	29	signal	signal	ADJ
easat-1684	187	30	quality	quality	NOUN
easat-1684	187	31	(	(	PUNCT
easat-1684	187	32	covl	covl	PROPN
easat-1684	187	33	)	)	PUNCT
easat-1684	188	1	[	[	X
easat-1684	188	2	53	53	NUM
easat-1684	188	3	]	]	PUNCT
easat-1684	188	4	,	,	PUNCT
easat-1684	188	5	which	which	PRON
easat-1684	188	6	can	can	AUX
easat-1684	188	7	be	be	AUX
easat-1684	188	8	considered	consider	VERB
easat-1684	188	9	as	as	ADP
easat-1684	188	10	good	good	ADJ
easat-1684	188	11	predictors	predictor	NOUN
easat-1684	188	12	for	for	ADP
easat-1684	188	13	the	the	DET
easat-1684	188	14	mos	mos	NOUN
easat-1684	188	15	of	of	ADP
easat-1684	188	16	the	the	DET
easat-1684	188	17	signal	signal	ADJ
easat-1684	188	18	distortion	distortion	NOUN
easat-1684	188	19	,	,	PUNCT
easat-1684	188	20	the	the	DET
easat-1684	188	21	background	background	NOUN
easat-1684	188	22	noise	noise	NOUN
easat-1684	188	23	interference	interference	NOUN
easat-1684	188	24	,	,	PUNCT
easat-1684	188	25	and	and	CCONJ
easat-1684	188	26	the	the	DET
easat-1684	188	27	overall	overall	ADJ
easat-1684	188	28	effect	effect	NOUN
easat-1684	188	29	,	,	PUNCT
easat-1684	188	30	respectively	respectively	ADV
easat-1684	188	31	.	.	PUNCT
easat-1684	189	1	the	the	DET
easat-1684	189	2	mos	mos	PROPN
easat-1684	189	3	values	value	NOUN
easat-1684	189	4	ranged	range	VERB
easat-1684	189	5	between	between	ADP
easat-1684	189	6	1	1	NUM
easat-1684	189	7	and	and	CCONJ
easat-1684	189	8	5	5	NUM
easat-1684	189	9	,	,	PUNCT
easat-1684	189	10	where	where	SCONJ
easat-1684	189	11	1	1	NUM
easat-1684	189	12	was	be	AUX
easat-1684	189	13	the	the	DET
easat-1684	189	14	lowest	low	ADJ
easat-1684	189	15	quality	quality	NOUN
easat-1684	189	16	and	and	CCONJ
easat-1684	189	17	5	5	NUM
easat-1684	189	18	was	be	AUX
easat-1684	189	19	the	the	DET
easat-1684	189	20	highest	high	ADJ
easat-1684	189	21	;	;	PUNCT
easat-1684	189	22	the	the	DET
easat-1684	189	23	csig	csig	NOUN
easat-1684	189	24	,	,	PUNCT
easat-1684	189	25	cbak	cbak	NOUN
easat-1684	189	26	,	,	PUNCT
easat-1684	189	27	and	and	CCONJ
easat-1684	189	28	covl	covl	NOUN
easat-1684	189	29	also	also	ADV
easat-1684	189	30	had	have	VERB
easat-1684	189	31	the	the	DET
easat-1684	189	32	same	same	ADJ
easat-1684	189	33	range	range	NOUN
easat-1684	189	34	.	.	PUNCT
easat-1684	190	1	for	for	ADP
easat-1684	190	2	comparison	comparison	NOUN
easat-1684	190	3	,	,	PUNCT
easat-1684	190	4	we	we	PRON
easat-1684	190	5	implemented	implement	VERB
easat-1684	190	6	several	several	ADJ
easat-1684	190	7	masking	masking	NOUN
easat-1684	190	8	-	-	PUNCT
easat-1684	190	9	based	base	VERB
easat-1684	190	10	and	and	CCONJ
easat-1684	190	11	mapping	mapping	NOUN
easat-1684	190	12	-	-	PUNCT
easat-1684	190	13	based	base	VERB
easat-1684	190	14	speech	speech	NOUN
easat-1684	190	15	enhancement	enhancement	NOUN
easat-1684	190	16	methods	method	NOUN
easat-1684	190	17	.	.	PUNCT
easat-1684	191	1	for	for	ADP
easat-1684	191	2	masking	mask	VERB
easat-1684	191	3	-	-	PUNCT
easat-1684	191	4	based	base	VERB
easat-1684	191	5	methods	method	NOUN
easat-1684	191	6	,	,	PUNCT
easat-1684	191	7	we	we	PRON
easat-1684	191	8	implemented	implement	VERB
easat-1684	191	9	spectral	spectral	ADJ
easat-1684	191	10	subtraction	subtraction	NOUN
easat-1684	191	11	(	(	PUNCT
easat-1684	191	12	ss	ss	NOUN
easat-1684	191	13	)	)	PUNCT
easat-1684	192	1	[	[	X
easat-1684	192	2	54	54	NUM
easat-1684	192	3	]	]	PUNCT
easat-1684	192	4	,	,	PUNCT
easat-1684	192	5	the	the	DET
easat-1684	192	6	karhurnen	karhurnen	PROPN
easat-1684	192	7	–	–	PUNCT
easat-1684	192	8	loeve	loeve	NOUN
easat-1684	192	9	transform	transform	NOUN
easat-1684	192	10	(	(	PUNCT
easat-1684	192	11	klt	klt	NOUN
easat-1684	192	12	)	)	PUNCT
easat-1684	193	1	[	[	X
easat-1684	193	2	55	55	NUM
easat-1684	193	3	]	]	PUNCT
easat-1684	193	4	,	,	PUNCT
easat-1684	193	5	the	the	DET
easat-1684	193	6	log	log	NOUN
easat-1684	193	7	minimum	minimum	ADV
easat-1684	193	8	-	-	PUNCT
easat-1684	193	9	mean	mean	ADJ
easat-1684	193	10	-	-	PUNCT
easat-1684	193	11	squared	square	VERB
easat-1684	193	12	-	-	PUNCT
easat-1684	193	13	error	error	NOUN
easat-1684	193	14	(	(	PUNCT
easat-1684	193	15	mmse	mmse	NOUN
easat-1684	193	16	)	)	PUNCT
easat-1684	194	1	[	[	X
easat-1684	194	2	56	56	NUM
easat-1684	194	3	]	]	PUNCT
easat-1684	194	4	,	,	PUNCT
easat-1684	194	5	and	and	CCONJ
easat-1684	194	6	coupled	couple	VERB
easat-1684	194	7	ss	ss	NOUN
easat-1684	194	8	and	and	CCONJ
easat-1684	194	9	wiener	wiener	NOUN
easat-1684	194	10	filtering	filtering	NOUN
easat-1684	194	11	(	(	PUNCT
easat-1684	194	12	ss+wf	ss+wf	NOUN
easat-1684	194	13	)	)	PUNCT
easat-1684	195	1	[	[	X
easat-1684	195	2	3	3	NUM
easat-1684	195	3	]	]	PUNCT
easat-1684	195	4	.	.	PUNCT
easat-1684	196	1	for	for	ADP
easat-1684	196	2	mapping	mapping	NOUN
easat-1684	196	3	-	-	PUNCT
easat-1684	196	4	based	base	VERB
easat-1684	196	5	methods	method	NOUN
easat-1684	196	6	,	,	PUNCT
easat-1684	196	7	several	several	ADJ
easat-1684	196	8	deep	deep	ADJ
easat-1684	196	9	-	-	PUNCT
easat-1684	196	10	learning	learning	NOUN
easat-1684	196	11	-	-	PUNCT
easat-1684	196	12	based	base	VERB
easat-1684	196	13	speech	speech	NOUN
easat-1684	196	14	enhancement	enhancement	NOUN
easat-1684	196	15	methods	method	NOUN
easat-1684	196	16	were	be	AUX
easat-1684	196	17	implemented	implement	VERB
easat-1684	196	18	.	.	PUNCT
easat-1684	197	1	they	they	PRON
easat-1684	197	2	were	be	AUX
easat-1684	197	3	the	the	DET
easat-1684	197	4	cnn	cnn	PROPN
easat-1684	197	5	-	-	PUNCT
easat-1684	197	6	based	base	VERB
easat-1684	197	7	auto	auto	NOUN
easat-1684	197	8	-	-	PUNCT
easat-1684	197	9	encoder	encoder	NOUN
easat-1684	197	10	(	(	PUNCT
easat-1684	197	11	cnn	cnn	PROPN
easat-1684	197	12	-	-	PUNCT
easat-1684	197	13	ae	ae	PROPN
easat-1684	197	14	)	)	PUNCT
easat-1684	198	1	[	[	X
easat-1684	198	2	57	57	NUM
easat-1684	198	3	]	]	PUNCT
easat-1684	198	4	,	,	PUNCT
easat-1684	198	5	speech	speech	NOUN
easat-1684	198	6	-	-	PUNCT
easat-1684	198	7	enhancement	enhancement	NOUN
easat-1684	198	8	-	-	PUNCT
easat-1684	198	9	based	base	VERB
easat-1684	198	10	gan	gan	NOUN
easat-1684	198	11	(	(	PUNCT
easat-1684	198	12	segan	segan	PROPN
easat-1684	198	13	)	)	PUNCT
easat-1684	199	1	[	[	X
easat-1684	199	2	25	25	NUM
easat-1684	199	3	]	]	PUNCT
easat-1684	199	4	,	,	PUNCT
easat-1684	199	5	segan	segan	VERB
easat-1684	199	6	with	with	ADP
easat-1684	199	7	relativistic	relativistic	ADJ
easat-1684	199	8	loss	loss	NOUN
easat-1684	199	9	(	(	PUNCT
easat-1684	199	10	rsgan	rsgan	NOUN
easat-1684	199	11	)	)	PUNCT
easat-1684	200	1	[	[	X
easat-1684	200	2	26	26	NUM
easat-1684	200	3	]	]	PUNCT
easat-1684	200	4	,	,	PUNCT
easat-1684	200	5	and	and	CCONJ
easat-1684	200	6	equilibrium	equilibrium	NOUN
easat-1684	200	7	recurrent	recurrent	ADJ
easat-1684	200	8	neural	neural	ADJ
easat-1684	200	9	networks	network	NOUN
easat-1684	200	10	(	(	PUNCT
easat-1684	200	11	ernns	ernns	ADJ
easat-1684	200	12	)	)	PUNCT
easat-1684	201	1	[	[	X
easat-1684	201	2	58	58	NUM
easat-1684	201	3	]	]	PUNCT
easat-1684	201	4	.	.	PUNCT
easat-1684	202	1	263	263	NUM
easat-1684	202	2	edelweiss	edelweiss	PROPN
easat-1684	202	3	applied	apply	VERB
easat-1684	202	4	science	science	NOUN
easat-1684	202	5	and	and	CCONJ
easat-1684	202	6	technology	technology	NOUN
easat-1684	202	7	issn	issn	PROPN
easat-1684	202	8	:	:	PUNCT
easat-1684	202	9	2576	2576	NUM
easat-1684	202	10	-	-	SYM
easat-1684	202	11	8484	8484	NUM
easat-1684	202	12	vol	vol	NOUN
easat-1684	202	13	.	.	PROPN
easat-1684	202	14	8	8	NUM
easat-1684	202	15	,	,	PUNCT
easat-1684	202	16	no	no	INTJ
easat-1684	202	17	.	.	NOUN
easat-1684	202	18	5	5	NUM
easat-1684	202	19	:	:	SYM
easat-1684	202	20	256	256	NUM
easat-1684	202	21	-	-	SYM
easat-1684	202	22	270	270	NUM
easat-1684	202	23	,	,	PUNCT
easat-1684	202	24	2024	2024	NUM
easat-1684	202	25	doi	doi	NOUN
easat-1684	202	26	:	:	PUNCT
easat-1684	202	27	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	202	28	©	©	ADP
easat-1684	202	29	2024	2024	NUM
easat-1684	202	30	by	by	ADP
easat-1684	202	31	the	the	DET
easat-1684	202	32	authors	author	NOUN
easat-1684	202	33	;	;	PUNCT
easat-1684	202	34	licensee	licensee	PROPN
easat-1684	202	35	learning	learn	VERB
easat-1684	202	36	gate	gate	NOUN
easat-1684	202	37	figure	figure	NOUN
easat-1684	202	38	4	4	NUM
easat-1684	202	39	.	.	PUNCT
easat-1684	202	40	samples	sample	NOUN
easat-1684	202	41	of	of	ADP
easat-1684	202	42	decrypted	decrypt	VERB
easat-1684	202	43	speech	speech	NOUN
easat-1684	202	44	(	(	PUNCT
easat-1684	202	45	waveform	waveform	NOUN
easat-1684	202	46	and	and	CCONJ
easat-1684	202	47	the	the	DET
easat-1684	202	48	spectrogram	spectrogram	NOUN
easat-1684	202	49	)	)	PUNCT
easat-1684	202	50	in	in	ADP
easat-1684	202	51	comparison	comparison	NOUN
easat-1684	202	52	with	with	ADP
easat-1684	202	53	clean	clean	ADJ
easat-1684	202	54	speech	speech	NOUN
easat-1684	202	55	.	.	PUNCT
easat-1684	203	1	264	264	NUM
easat-1684	203	2	edelweiss	edelweiss	PROPN
easat-1684	203	3	applied	apply	VERB
easat-1684	203	4	science	science	NOUN
easat-1684	203	5	and	and	CCONJ
easat-1684	203	6	technology	technology	NOUN
easat-1684	203	7	issn	issn	PROPN
easat-1684	203	8	:	:	PUNCT
easat-1684	203	9	2576	2576	NUM
easat-1684	203	10	-	-	SYM
easat-1684	203	11	8484	8484	NUM
easat-1684	203	12	vol	vol	NOUN
easat-1684	203	13	.	.	PROPN
easat-1684	203	14	8	8	NUM
easat-1684	203	15	,	,	PUNCT
easat-1684	203	16	no	no	INTJ
easat-1684	203	17	.	.	NOUN
easat-1684	203	18	5	5	NUM
easat-1684	203	19	:	:	SYM
easat-1684	203	20	256	256	NUM
easat-1684	203	21	-	-	SYM
easat-1684	203	22	270	270	NUM
easat-1684	203	23	,	,	PUNCT
easat-1684	203	24	2024	2024	NUM
easat-1684	203	25	doi	doi	NOUN
easat-1684	203	26	:	:	PUNCT
easat-1684	203	27	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	203	28	©	©	ADP
easat-1684	203	29	2024	2024	NUM
easat-1684	203	30	by	by	ADP
easat-1684	203	31	the	the	DET
easat-1684	203	32	authors	author	NOUN
easat-1684	203	33	;	;	PUNCT
easat-1684	203	34	licensee	licensee	PROPN
easat-1684	203	35	learning	learn	VERB
easat-1684	203	36	gate	gate	PROPN
easat-1684	203	37	figure	figure	NOUN
easat-1684	203	38	5	5	NUM
easat-1684	203	39	.	.	PUNCT
easat-1684	203	40	performance	performance	NOUN
easat-1684	203	41	of	of	ADP
easat-1684	203	42	the	the	DET
easat-1684	203	43	gcnn	gcnn	NOUN
easat-1684	203	44	when	when	SCONJ
easat-1684	203	45	the	the	DET
easat-1684	203	46	kernel	kernel	NOUN
easat-1684	203	47	size	size	NOUN
easat-1684	203	48	and	and	CCONJ
easat-1684	203	49	number	number	NOUN
easat-1684	203	50	of	of	ADP
easat-1684	203	51	layers	layer	NOUN
easat-1684	203	52	were	be	AUX
easat-1684	203	53	varied	varied	ADJ
easat-1684	203	54	.	.	PUNCT
easat-1684	204	1	5	5	X
easat-1684	204	2	.	.	X
easat-1684	204	3	results	result	NOUN
easat-1684	204	4	and	and	CCONJ
easat-1684	204	5	discussions	discussion	NOUN
easat-1684	204	6	in	in	ADP
easat-1684	204	7	figure	figure	NOUN
easat-1684	204	8	5	5	NUM
easat-1684	204	9	and	and	CCONJ
easat-1684	204	10	figure	figure	VERB
easat-1684	204	11	6	6	NUM
easat-1684	204	12	the	the	DET
easat-1684	204	13	performance	performance	NOUN
easat-1684	204	14	of	of	ADP
easat-1684	204	15	the	the	DET
easat-1684	204	16	proposed	propose	VERB
easat-1684	204	17	method	method	NOUN
easat-1684	204	18	with	with	ADP
easat-1684	204	19	various	various	ADJ
easat-1684	204	20	depths	depth	NOUN
easat-1684	204	21	is	be	AUX
easat-1684	204	22	displayed	display	VERB
easat-1684	204	23	.	.	PUNCT
easat-1684	205	1	one	one	PRON
easat-1684	205	2	can	can	AUX
easat-1684	205	3	see	see	VERB
easat-1684	205	4	that	that	PRON
easat-1684	205	5	,	,	PUNCT
easat-1684	205	6	while	while	SCONJ
easat-1684	205	7	increasing	increase	VERB
easat-1684	205	8	the	the	DET
easat-1684	205	9	depth	depth	NOUN
easat-1684	205	10	of	of	ADP
easat-1684	205	11	the	the	DET
easat-1684	205	12	network	network	NOUN
easat-1684	205	13	may	may	AUX
easat-1684	205	14	improve	improve	VERB
easat-1684	205	15	its	its	PRON
easat-1684	205	16	performance	performance	NOUN
easat-1684	205	17	,	,	PUNCT
easat-1684	205	18	the	the	DET
easat-1684	205	19	deepest	deep	ADJ
easat-1684	205	20	networks	network	NOUN
easat-1684	205	21	do	do	AUX
easat-1684	205	22	not	not	PART
easat-1684	205	23	necessarily	necessarily	ADV
easat-1684	205	24	have	have	VERB
easat-1684	205	25	the	the	DET
easat-1684	205	26	best	good	ADJ
easat-1684	205	27	performance	performance	NOUN
easat-1684	205	28	.	.	PUNCT
easat-1684	206	1	we	we	PRON
easat-1684	206	2	noticed	notice	VERB
easat-1684	206	3	that	that	SCONJ
easat-1684	206	4	the	the	DET
easat-1684	206	5	proposed	propose	VERB
easat-1684	206	6	method	method	NOUN
easat-1684	206	7	with	with	ADP
easat-1684	206	8	a	a	DET
easat-1684	206	9	deeper	deep	ADJ
easat-1684	206	10	network	network	NOUN
easat-1684	206	11	had	have	VERB
easat-1684	206	12	less	less	ADJ
easat-1684	206	13	speech	speech	NOUN
easat-1684	206	14	distortion	distortion	NOUN
easat-1684	206	15	,	,	PUNCT
easat-1684	206	16	as	as	SCONJ
easat-1684	206	17	indicated	indicate	VERB
easat-1684	206	18	by	by	ADP
easat-1684	206	19	the	the	DET
easat-1684	206	20	higher	high	ADJ
easat-1684	206	21	csig	csig	ADJ
easat-1684	206	22	scores	score	NOUN
easat-1684	206	23	.	.	PUNCT
easat-1684	207	1	however	however	ADV
easat-1684	207	2	,	,	PUNCT
easat-1684	207	3	the	the	DET
easat-1684	207	4	overall	overall	ADJ
easat-1684	207	5	quality	quality	NOUN
easat-1684	207	6	seemed	seem	VERB
easat-1684	207	7	to	to	PART
easat-1684	207	8	be	be	AUX
easat-1684	207	9	lower	low	ADJ
easat-1684	207	10	.	.	PUNCT
easat-1684	208	1	the	the	DET
easat-1684	208	2	pesq	pesq	ADJ
easat-1684	208	3	,	,	PUNCT
easat-1684	208	4	stoi	stoi	NOUN
easat-1684	208	5	,	,	PUNCT
easat-1684	208	6	and	and	CCONJ
easat-1684	208	7	covl	covl	NOUN
easat-1684	208	8	scores	score	NOUN
easat-1684	208	9	tended	tend	VERB
easat-1684	208	10	to	to	PART
easat-1684	208	11	be	be	AUX
easat-1684	208	12	lower	low	ADJ
easat-1684	208	13	for	for	ADP
easat-1684	208	14	prop256	prop256	PROPN
easat-1684	208	15	,	,	PUNCT
easat-1684	208	16	prop512	prop512	PROPN
easat-1684	208	17	,	,	PUNCT
easat-1684	208	18	and	and	CCONJ
easat-1684	208	19	prop1024	prop1024	PROPN
easat-1684	208	20	.	.	PUNCT
easat-1684	209	1	these	these	DET
easat-1684	209	2	metrics	metric	NOUN
easat-1684	209	3	are	be	AUX
easat-1684	209	4	often	often	ADV
easat-1684	209	5	deemed	deem	VERB
easat-1684	209	6	more	more	ADV
easat-1684	209	7	suitable	suitable	ADJ
easat-1684	209	8	for	for	ADP
easat-1684	209	9	indicating	indicate	VERB
easat-1684	209	10	quality	quality	NOUN
easat-1684	209	11	and	and	CCONJ
easat-1684	209	12	intelligibility	intelligibility	NOUN
easat-1684	209	13	[	[	X
easat-1684	209	14	53	53	NUM
easat-1684	209	15	]	]	PUNCT
easat-1684	209	16	than	than	ADP
easat-1684	209	17	the	the	DET
easat-1684	209	18	signal	signal	NOUN
easat-1684	209	19	-	-	PUNCT
easat-1684	209	20	to	to	ADP
easat-1684	209	21	-	-	PUNCT
easat-1684	209	22	noise	noise	NOUN
easat-1684	209	23	ratio	ratio	NOUN
easat-1684	209	24	and	and	CCONJ
easat-1684	209	25	distance	distance	NOUN
easat-1684	209	26	-	-	PUNCT
easat-1684	209	27	based	base	VERB
easat-1684	209	28	metrics	metric	NOUN
easat-1684	209	29	.	.	PUNCT
easat-1684	210	1	based	base	VERB
easat-1684	210	2	on	on	ADP
easat-1684	210	3	this	this	DET
easat-1684	210	4	265	265	NUM
easat-1684	210	5	edelweiss	edelweiss	PROPN
easat-1684	210	6	applied	apply	VERB
easat-1684	210	7	science	science	NOUN
easat-1684	210	8	and	and	CCONJ
easat-1684	210	9	technology	technology	NOUN
easat-1684	210	10	issn	issn	PROPN
easat-1684	210	11	:	:	PUNCT
easat-1684	210	12	2576	2576	NUM
easat-1684	210	13	-	-	SYM
easat-1684	210	14	8484	8484	NUM
easat-1684	210	15	vol	vol	NOUN
easat-1684	210	16	.	.	PROPN
easat-1684	210	17	8	8	NUM
easat-1684	210	18	,	,	PUNCT
easat-1684	210	19	no	no	INTJ
easat-1684	210	20	.	.	NOUN
easat-1684	210	21	5	5	NUM
easat-1684	210	22	:	:	SYM
easat-1684	210	23	256	256	NUM
easat-1684	210	24	-	-	SYM
easat-1684	210	25	270	270	NUM
easat-1684	210	26	,	,	PUNCT
easat-1684	210	27	2024	2024	NUM
easat-1684	210	28	doi	doi	NOUN
easat-1684	210	29	:	:	PUNCT
easat-1684	210	30	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	210	31	©	©	ADP
easat-1684	210	32	2024	2024	NUM
easat-1684	210	33	by	by	ADP
easat-1684	210	34	the	the	DET
easat-1684	210	35	authors	author	NOUN
easat-1684	210	36	;	;	PUNCT
easat-1684	210	37	licensee	licensee	NOUN
easat-1684	210	38	learning	learn	VERB
easat-1684	210	39	gate	gate	PROPN
easat-1684	210	40	consideration	consideration	NOUN
easat-1684	210	41	,	,	PUNCT
easat-1684	210	42	prop64	prop64	NOUN
easat-1684	210	43	or	or	CCONJ
easat-1684	210	44	prop128	prop128	PROPN
easat-1684	210	45	may	may	AUX
easat-1684	210	46	be	be	AUX
easat-1684	210	47	the	the	DET
easat-1684	210	48	optimal	optimal	ADJ
easat-1684	210	49	configuration	configuration	NOUN
easat-1684	210	50	for	for	ADP
easat-1684	210	51	maintaining	maintain	VERB
easat-1684	210	52	speech	speech	NOUN
easat-1684	210	53	with	with	ADP
easat-1684	210	54	good	good	ADJ
easat-1684	210	55	quality	quality	NOUN
easat-1684	210	56	and	and	CCONJ
easat-1684	210	57	intelligibility	intelligibility	NOUN
easat-1684	210	58	.	.	PUNCT
easat-1684	211	1	figure	figure	NOUN
easat-1684	211	2	6	6	NUM
easat-1684	211	3	.	.	PUNCT
easat-1684	212	1	samples	sample	NOUN
easat-1684	212	2	of	of	ADP
easat-1684	212	3	the	the	DET
easat-1684	212	4	spectrograms	spectrogram	NOUN
easat-1684	212	5	of	of	ADP
easat-1684	212	6	enhanced	enhanced	ADJ
easat-1684	212	7	decrypted	decrypt	VERB
easat-1684	212	8	speech	speech	NOUN
easat-1684	212	9	from	from	ADP
easat-1684	212	10	various	various	ADJ
easat-1684	212	11	speech	speech	NOUN
easat-1684	212	12	enhancement	enhancement	NOUN
easat-1684	212	13	methods	method	NOUN
easat-1684	212	14	.	.	PUNCT
easat-1684	213	1	as	as	ADP
easat-1684	213	2	a	a	DET
easat-1684	213	3	reference	reference	NOUN
easat-1684	213	4	,	,	PUNCT
easat-1684	213	5	the	the	DET
easat-1684	213	6	spectrograms	spectrogram	NOUN
easat-1684	213	7	of	of	ADP
easat-1684	213	8	the	the	DET
easat-1684	213	9	clean	clean	ADJ
easat-1684	213	10	speech	speech	NOUN
easat-1684	213	11	and	and	CCONJ
easat-1684	213	12	original	original	ADJ
easat-1684	213	13	decrypted	decrypt	VERB
easat-1684	213	14	speech	speech	NOUN
easat-1684	213	15	are	be	AUX
easat-1684	213	16	also	also	ADV
easat-1684	213	17	included	include	VERB
easat-1684	213	18	(	(	PUNCT
easat-1684	213	19	(	(	PUNCT
easat-1684	213	20	a	a	NOUN
easat-1684	213	21	)	)	PUNCT
easat-1684	213	22	and	and	CCONJ
easat-1684	213	23	(	(	PUNCT
easat-1684	213	24	b	b	NOUN
easat-1684	213	25	)	)	PUNCT
easat-1684	213	26	,	,	PUNCT
easat-1684	213	27	respectively	respectively	ADV
easat-1684	213	28	)	)	PUNCT
easat-1684	213	29	.	.	PUNCT
easat-1684	214	1	266	266	NUM
easat-1684	214	2	edelweiss	edelweiss	PROPN
easat-1684	214	3	applied	apply	VERB
easat-1684	214	4	science	science	NOUN
easat-1684	214	5	and	and	CCONJ
easat-1684	214	6	technology	technology	NOUN
easat-1684	214	7	issn	issn	PROPN
easat-1684	214	8	:	:	PUNCT
easat-1684	214	9	2576	2576	NUM
easat-1684	214	10	-	-	SYM
easat-1684	214	11	8484	8484	NUM
easat-1684	214	12	vol	vol	NOUN
easat-1684	214	13	.	.	PROPN
easat-1684	215	1	8	8	NUM
easat-1684	215	2	,	,	PUNCT
easat-1684	215	3	no	no	INTJ
easat-1684	215	4	.	.	NOUN
easat-1684	215	5	5	5	NUM
easat-1684	215	6	:	:	SYM
easat-1684	215	7	256	256	NUM
easat-1684	215	8	-	-	SYM
easat-1684	215	9	270	270	NUM
easat-1684	215	10	,	,	PUNCT
easat-1684	215	11	2024	2024	NUM
easat-1684	215	12	doi	doi	NOUN
easat-1684	215	13	:	:	PUNCT
easat-1684	215	14	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	215	15	©	©	ADP
easat-1684	215	16	2024	2024	NUM
easat-1684	215	17	by	by	ADP
easat-1684	215	18	the	the	DET
easat-1684	215	19	authors	author	NOUN
easat-1684	215	20	;	;	PUNCT
easat-1684	215	21	licensee	licensee	PROPN
easat-1684	215	22	learning	learning	NOUN
easat-1684	215	23	gate	gate	NOUN
easat-1684	215	24	in	in	ADP
easat-1684	215	25	table	table	NOUN
easat-1684	215	26	2	2	NUM
easat-1684	215	27	,	,	PUNCT
easat-1684	215	28	the	the	DET
easat-1684	215	29	proposed	propose	VERB
easat-1684	215	30	method	method	NOUN
easat-1684	215	31	is	be	AUX
easat-1684	215	32	compared	compare	VERB
easat-1684	215	33	with	with	ADP
easat-1684	215	34	other	other	ADJ
easat-1684	215	35	reference	reference	NOUN
easat-1684	215	36	methods	method	NOUN
easat-1684	215	37	.	.	PUNCT
easat-1684	216	1	it	it	PRON
easat-1684	216	2	is	be	AUX
easat-1684	216	3	clear	clear	ADJ
easat-1684	216	4	that	that	SCONJ
easat-1684	216	5	all	all	DET
easat-1684	216	6	traditional	traditional	ADJ
easat-1684	216	7	methods	method	NOUN
easat-1684	216	8	,	,	PUNCT
easat-1684	216	9	such	such	ADJ
easat-1684	216	10	as	as	ADP
easat-1684	216	11	klt	klt	NOUN
easat-1684	216	12	,	,	PUNCT
easat-1684	216	13	ss	ss	NOUN
easat-1684	216	14	,	,	PUNCT
easat-1684	216	15	mmse	mmse	ADJ
easat-1684	216	16	,	,	PUNCT
easat-1684	216	17	and	and	CCONJ
easat-1684	216	18	mband	mband	NOUN
easat-1684	216	19	,	,	PUNCT
easat-1684	216	20	failed	fail	VERB
easat-1684	216	21	to	to	PART
easat-1684	216	22	significantly	significantly	ADV
easat-1684	216	23	remove	remove	VERB
easat-1684	216	24	the	the	DET
easat-1684	216	25	distortions	distortion	NOUN
easat-1684	216	26	from	from	ADP
easat-1684	216	27	the	the	DET
easat-1684	216	28	decrypted	decrypt	VERB
easat-1684	216	29	speech	speech	NOUN
easat-1684	216	30	.	.	PUNCT
easat-1684	217	1	their	their	PRON
easat-1684	217	2	metrics	metric	NOUN
easat-1684	217	3	only	only	ADV
easat-1684	217	4	slightly	slightly	ADV
easat-1684	217	5	improved	improve	VERB
easat-1684	217	6	,	,	PUNCT
easat-1684	217	7	and	and	CCONJ
easat-1684	217	8	in	in	ADP
easat-1684	217	9	many	many	ADJ
easat-1684	217	10	cases	case	NOUN
easat-1684	217	11	,	,	PUNCT
easat-1684	217	12	they	they	PRON
easat-1684	217	13	were	be	AUX
easat-1684	217	14	worse	bad	ADJ
easat-1684	217	15	than	than	ADP
easat-1684	217	16	when	when	SCONJ
easat-1684	217	17	no	no	DET
easat-1684	217	18	enhancement	enhancement	NOUN
easat-1684	217	19	was	be	AUX
easat-1684	217	20	applied	apply	VERB
easat-1684	217	21	.	.	PUNCT
easat-1684	218	1	this	this	PRON
easat-1684	218	2	was	be	AUX
easat-1684	218	3	not	not	PART
easat-1684	218	4	surprising	surprising	ADJ
easat-1684	218	5	,	,	PUNCT
easat-1684	218	6	as	as	SCONJ
easat-1684	218	7	we	we	PRON
easat-1684	218	8	found	find	VERB
easat-1684	218	9	similar	similar	ADJ
easat-1684	218	10	results	result	NOUN
easat-1684	218	11	in	in	ADP
easat-1684	218	12	our	our	PRON
easat-1684	218	13	previous	previous	ADJ
easat-1684	218	14	study	study	NOUN
easat-1684	218	15	[	[	X
easat-1684	218	16	3	3	NUM
easat-1684	218	17	]	]	PUNCT
easat-1684	218	18	.	.	PUNCT
easat-1684	219	1	most	most	ADJ
easat-1684	219	2	smoothing	smooth	VERB
easat-1684	219	3	-	-	PUNCT
easat-1684	219	4	based	base	VERB
easat-1684	219	5	methods	method	NOUN
easat-1684	219	6	can	can	AUX
easat-1684	219	7	only	only	ADV
easat-1684	219	8	deal	deal	VERB
easat-1684	219	9	with	with	ADP
easat-1684	219	10	noise	noise	NOUN
easat-1684	219	11	that	that	PRON
easat-1684	219	12	changes	change	VERB
easat-1684	219	13	slowly	slowly	ADV
easat-1684	219	14	.	.	PUNCT
easat-1684	220	1	this	this	PRON
easat-1684	220	2	was	be	AUX
easat-1684	220	3	not	not	PART
easat-1684	220	4	the	the	DET
easat-1684	220	5	case	case	NOUN
easat-1684	220	6	for	for	ADP
easat-1684	220	7	our	our	PRON
easat-1684	220	8	problem	problem	NOUN
easat-1684	220	9	,	,	PUNCT
easat-1684	220	10	where	where	SCONJ
easat-1684	220	11	encryption	encryption	NOUN
easat-1684	220	12	was	be	AUX
easat-1684	220	13	conducted	conduct	VERB
easat-1684	220	14	when	when	SCONJ
easat-1684	220	15	speech	speech	NOUN
easat-1684	220	16	was	be	AUX
easat-1684	220	17	present	present	ADJ
easat-1684	220	18	.	.	PUNCT
easat-1684	221	1	therefore	therefore	ADV
easat-1684	221	2	,	,	PUNCT
easat-1684	221	3	the	the	DET
easat-1684	221	4	distortions	distortion	NOUN
easat-1684	221	5	mostly	mostly	ADV
easat-1684	221	6	occurred	occur	VERB
easat-1684	221	7	when	when	SCONJ
easat-1684	221	8	speech	speech	NOUN
easat-1684	221	9	was	be	AUX
easat-1684	221	10	present	present	ADJ
easat-1684	221	11	,	,	PUNCT
easat-1684	221	12	whereas	whereas	SCONJ
easat-1684	221	13	they	they	PRON
easat-1684	221	14	were	be	AUX
easat-1684	221	15	nearly	nearly	ADV
easat-1684	221	16	non	non	ADJ
easat-1684	221	17	-	-	ADJ
easat-1684	221	18	existent	existent	ADJ
easat-1684	221	19	when	when	SCONJ
easat-1684	221	20	speech	speech	NOUN
easat-1684	221	21	was	be	AUX
easat-1684	221	22	absent	absent	ADJ
easat-1684	221	23	.	.	PUNCT
easat-1684	222	1	as	as	ADP
easat-1684	222	2	a	a	DET
easat-1684	222	3	consequence	consequence	NOUN
easat-1684	222	4	,	,	PUNCT
easat-1684	222	5	the	the	DET
easat-1684	222	6	traditional	traditional	ADJ
easat-1684	222	7	speech	speech	NOUN
easat-1684	222	8	enhancement	enhancement	NOUN
easat-1684	222	9	methods	method	NOUN
easat-1684	222	10	failed	fail	VERB
easat-1684	222	11	to	to	PART
easat-1684	222	12	reduce	reduce	VERB
easat-1684	222	13	the	the	DET
easat-1684	222	14	distortions	distortion	NOUN
easat-1684	222	15	,	,	PUNCT
easat-1684	222	16	and	and	CCONJ
easat-1684	222	17	little	little	ADJ
easat-1684	222	18	improvement	improvement	NOUN
easat-1684	222	19	could	could	AUX
easat-1684	222	20	be	be	AUX
easat-1684	222	21	achieved	achieve	VERB
easat-1684	222	22	(	(	PUNCT
easat-1684	222	23	see	see	VERB
easat-1684	222	24	figs	fig	NOUN
easat-1684	222	25	.	.	PUNCT
easat-1684	223	1	3	3	NUM
easat-1684	223	2	and	and	CCONJ
easat-1684	223	3	6	6	NUM
easat-1684	223	4	for	for	ADP
easat-1684	223	5	a	a	DET
easat-1684	223	6	comparison	comparison	NOUN
easat-1684	223	7	of	of	ADP
easat-1684	223	8	the	the	DET
easat-1684	223	9	spectrogram	spectrogram	NOUN
easat-1684	223	10	of	of	ADP
easat-1684	223	11	decrypted	decrypt	VERB
easat-1684	223	12	speech	speech	NOUN
easat-1684	223	13	without	without	ADP
easat-1684	223	14	enhancement	enhancement	NOUN
easat-1684	223	15	and	and	CCONJ
easat-1684	223	16	the	the	DET
easat-1684	223	17	spectrogram	spectrogram	NOUN
easat-1684	223	18	of	of	ADP
easat-1684	223	19	decrypted	decrypt	VERB
easat-1684	223	20	speech	speech	NOUN
easat-1684	223	21	after	after	ADP
easat-1684	223	22	speech	speech	NOUN
easat-1684	223	23	enhancement	enhancement	NOUN
easat-1684	223	24	;	;	PUNCT
easat-1684	223	25	not	not	PART
easat-1684	223	26	many	many	ADJ
easat-1684	223	27	of	of	ADP
easat-1684	223	28	the	the	DET
easat-1684	223	29	artifacts	artifact	NOUN
easat-1684	223	30	from	from	ADP
easat-1684	223	31	the	the	DET
easat-1684	223	32	encryption	encryption	NOUN
easat-1684	223	33	process	process	NOUN
easat-1684	223	34	were	be	AUX
easat-1684	223	35	removed	remove	VERB
easat-1684	223	36	)	)	PUNCT
easat-1684	223	37	.	.	PUNCT
easat-1684	224	1	table	table	NOUN
easat-1684	224	2	2	2	NUM
easat-1684	224	3	.	.	PUNCT
easat-1684	224	4	comparison	comparison	NOUN
easat-1684	224	5	of	of	ADP
easat-1684	224	6	the	the	DET
easat-1684	224	7	proposed	propose	VERB
easat-1684	224	8	methods	method	NOUN
easat-1684	224	9	with	with	ADP
easat-1684	224	10	other	other	ADJ
easat-1684	224	11	methods	method	NOUN
easat-1684	224	12	.	.	PUNCT
easat-1684	225	1	the	the	DET
easat-1684	225	2	best	good	ADJ
easat-1684	225	3	results	result	NOUN
easat-1684	225	4	are	be	AUX
easat-1684	225	5	printed	print	VERB
easat-1684	225	6	in	in	ADP
easat-1684	225	7	bold	bold	ADJ
easat-1684	225	8	.	.	PUNCT
easat-1684	226	1	the	the	DET
easat-1684	226	2	results	result	NOUN
easat-1684	226	3	without	without	ADP
easat-1684	226	4	a	a	DET
easat-1684	226	5	gating	gate	VERB
easat-1684	226	6	mechanism	mechanism	NOUN
easat-1684	226	7	(	(	PUNCT
easat-1684	226	8	denoted	denote	VERB
easat-1684	226	9	as	as	ADP
easat-1684	226	10	ng	ng	PROPN
easat-1684	226	11	)	)	PUNCT
easat-1684	226	12	are	be	AUX
easat-1684	226	13	also	also	ADV
easat-1684	226	14	presented	present	VERB
easat-1684	226	15	.	.	PUNCT
easat-1684	227	1	methods	method	NOUN
easat-1684	227	2	pesq	pesq	VERB
easat-1684	227	3	stoi	stoi	NOUN
easat-1684	227	4	csig	csig	PRON
easat-1684	227	5	cbak	cbak	NOUN
easat-1684	227	6	covl	covl	VERB
easat-1684	227	7	no	no	DET
easat-1684	227	8	enh	enh	NOUN
easat-1684	227	9	,	,	PUNCT
easat-1684	227	10	1.66±	1.66±	NUM
easat-1684	227	11	0.35	0.35	NUM
easat-1684	227	12	0.75	0.75	NUM
easat-1684	227	13	±	±	NUM
easat-1684	227	14	0.26	0.26	NUM
easat-1684	227	15	2.12	2.12	NUM
easat-1684	227	16	±	±	NUM
easat-1684	227	17	0.75	0.75	NUM
easat-1684	227	18	1.98	1.98	NUM
easat-1684	227	19	±	±	NUM
easat-1684	227	20	0.34	0.34	NUM
easat-1684	227	21	1.84	1.84	NUM
easat-1684	227	22	±	±	NUM
easat-1684	227	23	0.58	0.58	NUM
easat-1684	227	24	klt	klt	NOUN
easat-1684	227	25	1.69±	1.69±	NUM
easat-1684	227	26	0.37	0.37	NUM
easat-1684	227	27	0.74	0.74	NUM
easat-1684	227	28	±	±	NUM
easat-1684	227	29	0.27	0.27	NUM
easat-1684	227	30	1.95	1.95	NUM
easat-1684	227	31	±	±	NUM
easat-1684	227	32	0.70	0.70	NUM
easat-1684	227	33	1.95	1.95	NUM
easat-1684	227	34	±	±	NUM
easat-1684	227	35	0.29	0.29	NUM
easat-1684	227	36	1.75	1.75	NUM
easat-1684	227	37	±	±	NUM
easat-1684	227	38	0.53	0.53	NUM
easat-1684	227	39	mmse	mmse	NOUN
easat-1684	227	40	1.65	1.65	NUM
easat-1684	227	41	±	±	NUM
easat-1684	227	42	0.36	0.36	NUM
easat-1684	227	43	0.74	0.74	NUM
easat-1684	227	44	±	±	NUM
easat-1684	227	45	0.27	0.27	NUM
easat-1684	227	46	2.03	2.03	NUM
easat-1684	227	47	±	±	NUM
easat-1684	227	48	0.72	0.72	NUM
easat-1684	227	49	1.97	1.97	NUM
easat-1684	227	50	±	±	NOUN
easat-1684	227	51	0.36	0.36	NUM
easat-1684	227	52	1.79	1.79	NUM
easat-1684	227	53	±	±	NUM
easat-1684	227	54	0.55	0.55	NUM
easat-1684	227	55	mband	mband	NOUN
easat-1684	227	56	1.64	1.64	NUM
easat-1684	227	57	±	±	NUM
easat-1684	227	58	0.35	0.35	NUM
easat-1684	227	59	0.73	0.73	NUM
easat-1684	227	60	±	±	NUM
easat-1684	227	61	0.27	0.27	NUM
easat-1684	227	62	2.02	2.02	NUM
easat-1684	227	63	±	±	NUM
easat-1684	227	64	0.71	0.71	NUM
easat-1684	227	65	1.83	1.83	NUM
easat-1684	227	66	±	±	NUM
easat-1684	227	67	0.27	0.27	NUM
easat-1684	227	68	1.77	1.77	NUM
easat-1684	227	69	±	±	NOUN
easat-1684	227	70	0.53	0.53	NUM
easat-1684	227	71	ss	ss	NOUN
easat-1684	227	72	1.69±	1.69±	NUM
easat-1684	227	73	0.36	0.36	NUM
easat-1684	227	74	0.74	0.74	NUM
easat-1684	227	75	±	±	NUM
easat-1684	227	76	0.27	0.27	NUM
easat-1684	227	77	2.03	2.03	NUM
easat-1684	227	78	±	±	NUM
easat-1684	227	79	0.67	0.67	NUM
easat-1684	227	80	1.95	1.95	NUM
easat-1684	227	81	±	±	NUM
easat-1684	227	82	0.38	0.38	NUM
easat-1684	227	83	1.80±	1.80±	NUM
easat-1684	227	84	0.52	0.52	NUM
easat-1684	227	85	ss+wf	ss+wf	NOUN
easat-1684	227	86	1.71	1.71	NUM
easat-1684	227	87	±	±	NUM
easat-1684	227	88	0.41	0.41	NUM
easat-1684	227	89	0.74	0.74	NUM
easat-1684	227	90	±	±	NUM
easat-1684	227	91	0.27	0.27	NUM
easat-1684	227	92	2.07	2.07	NUM
easat-1684	227	93	±	±	NUM
easat-1684	227	94	0.68	0.68	NUM
easat-1684	227	95	1.97	1.97	NUM
easat-1684	227	96	±	±	NUM
easat-1684	227	97	0.39	0.39	NUM
easat-1684	227	98	1.83	1.83	NUM
easat-1684	227	99	±	±	NUM
easat-1684	227	100	0.52	0.52	NUM
easat-1684	227	101	segan	segan	VERB
easat-1684	227	102	2.20	2.20	NUM
easat-1684	227	103	±	±	NUM
easat-1684	227	104	0.50	0.50	NUM
easat-1684	227	105	0.73	0.73	NUM
easat-1684	227	106	±	±	NUM
easat-1684	227	107	0.29	0.29	NUM
easat-1684	227	108	2.71	2.71	NUM
easat-1684	227	109	±	±	NUM
easat-1684	227	110	0.93	0.93	NUM
easat-1684	227	111	2.41	2.41	NUM
easat-1684	227	112	±	±	NUM
easat-1684	227	113	0.77	0.77	NUM
easat-1684	227	114	2.38	2.38	NUM
easat-1684	227	115	±	±	NUM
easat-1684	227	116	0.76	0.76	NUM
easat-1684	227	117	rsgan	rsgan	NOUN
easat-1684	227	118	2.56	2.56	NUM
easat-1684	227	119	±	±	NUM
easat-1684	227	120	0.82	0.82	NUM
easat-1684	227	121	0.77	0.77	NUM
easat-1684	227	122	±	±	NUM
easat-1684	227	123	0.32	0.32	NUM
easat-1684	227	124	3.18	3.18	NUM
easat-1684	227	125	±	±	NUM
easat-1684	227	126	1.04	1.04	NUM
easat-1684	227	127	3.12	3.12	NUM
easat-1684	227	128	±	±	NUM
easat-1684	227	129	1.09	1.09	NUM
easat-1684	227	130	2.83	2.83	NUM
easat-1684	227	131	±	±	NUM
easat-1684	227	132	1.02	1.02	NUM
easat-1684	227	133	isegan	isegan	NOUN
easat-1684	227	134	2.34	2.34	NUM
easat-1684	227	135	±	±	NUM
easat-1684	227	136	0.56	0.56	NUM
easat-1684	227	137	0.74	0.74	NUM
easat-1684	227	138	±	±	NUM
easat-1684	227	139	0.29	0.29	NUM
easat-1684	227	140	2.65	2.65	NUM
easat-1684	227	141	±	±	NUM
easat-1684	227	142	0.96	0.96	NUM
easat-1684	227	143	2.41	2.41	NUM
easat-1684	227	144	±	±	NUM
easat-1684	227	145	0.82	0.82	NUM
easat-1684	227	146	2.41	2.41	NUM
easat-1684	227	147	±	±	NOUN
easat-1684	227	148	0.81	0.81	NUM
easat-1684	227	149	wgan	wgan	VERB
easat-1684	227	150	1.33	1.33	NUM
easat-1684	227	151	±	±	NUM
easat-1684	227	152	0.34	0.34	NUM
easat-1684	227	153	0.43	0.43	NUM
easat-1684	227	154	±	±	NOUN
easat-1684	227	155	0.23	0.23	NUM
easat-1684	227	156	2.41	2.41	NUM
easat-1684	227	157	±	±	NUM
easat-1684	227	158	0.49	0.49	NUM
easat-1684	227	159	2.49	2.49	NUM
easat-1684	227	160	±	±	NUM
easat-1684	227	161	0.60	0.60	NUM
easat-1684	227	162	1.82	1.82	NUM
easat-1684	227	163	±	±	NOUN
easat-1684	227	164	0.38	0.38	NUM
easat-1684	227	165	ernn	ernn	PROPN
easat-1684	227	166	2.78	2.78	NUM
easat-1684	227	167	±	±	NUM
easat-1684	227	168	0.91	0.91	NUM
easat-1684	227	169	0.77	0.77	NUM
easat-1684	227	170	±	±	NUM
easat-1684	227	171	0.31	0.31	NUM
easat-1684	227	172	3.25	3.25	NUM
easat-1684	227	173	±	±	NUM
easat-1684	227	174	1.31	1.31	NUM
easat-1684	227	175	2.76	2.76	NUM
easat-1684	227	176	±	±	NUM
easat-1684	227	177	0.54	0.54	NUM
easat-1684	227	178	3.00	3.00	NUM
easat-1684	227	179	±	±	NUM
easat-1684	227	180	1.14	1.14	NUM
easat-1684	227	181	cnn	cnn	PROPN
easat-1684	227	182	-	-	PUNCT
easat-1684	227	183	ae	ae	PROPN
easat-1684	227	184	2.71	2.71	NUM
easat-1684	227	185	±	±	NUM
easat-1684	227	186	0.75	0.75	NUM
easat-1684	227	187	0.78	0.78	NUM
easat-1684	227	188	±	±	NUM
easat-1684	227	189	0.33	0.33	NUM
easat-1684	227	190	3.07	3.07	NUM
easat-1684	227	191	±	±	NUM
easat-1684	227	192	1.12	1.12	NUM
easat-1684	227	193	3.23	3.23	NUM
easat-1684	227	194	±	±	NUM
easat-1684	227	195	1.21	1.21	NUM
easat-1684	227	196	2.87	2.87	NUM
easat-1684	227	197	±	±	NUM
easat-1684	227	198	1.00	1.00	NUM
easat-1684	227	199	prop64	prop64	NOUN
easat-1684	227	200	(	(	PUNCT
easat-1684	227	201	ng	ng	PROPN
easat-1684	227	202	)	)	PUNCT
easat-1684	227	203	2.73	2.73	NUM
easat-1684	227	204	±	±	NUM
easat-1684	227	205	0.80	0.80	NUM
easat-1684	227	206	0.78	0.78	NUM
easat-1684	227	207	±	±	NUM
easat-1684	227	208	0.32	0.32	NUM
easat-1684	227	209	3.20	3.20	NUM
easat-1684	227	210	±	±	NUM
easat-1684	227	211	1.13	1.13	NUM
easat-1684	227	212	3.29	3.29	NUM
easat-1684	227	213	±	±	NUM
easat-1684	227	214	1.10	1.10	NUM
easat-1684	227	215	2.94	2.94	NUM
easat-1684	227	216	±	±	NUM
easat-1684	227	217	1.04	1.04	NUM
easat-1684	227	218	prop64	prop64	NOUN
easat-1684	227	219	2.74	2.74	NUM
easat-1684	227	220	±	±	NUM
easat-1684	227	221	0.80	0.80	NUM
easat-1684	227	222	0.78	0.78	NUM
easat-1684	227	223	±	±	NUM
easat-1684	227	224	0.32	0.32	NUM
easat-1684	227	225	3.29	3.29	NUM
easat-1684	227	226	±	±	NUM
easat-1684	227	227	1.13	1.13	NUM
easat-1684	227	228	3.36	3.36	NUM
easat-1684	227	229	±	±	NUM
easat-1684	227	230	1.10	1.10	NUM
easat-1684	227	231	2.99	2.99	NUM
easat-1684	227	232	±	±	NUM
easat-1684	227	233	1.04	1.04	NUM
easat-1684	227	234	prop128	prop128	PROPN
easat-1684	227	235	(	(	PUNCT
easat-1684	227	236	ng	ng	PROPN
easat-1684	227	237	)	)	PUNCT
easat-1684	227	238	2.69	2.69	NUM
easat-1684	227	239	±	±	NUM
easat-1684	227	240	0.73	0.73	NUM
easat-1684	227	241	0.78	0.78	NUM
easat-1684	227	242	±	±	NOUN
easat-1684	227	243	0.34	0.34	NUM
easat-1684	227	244	3.17	3.17	NUM
easat-1684	227	245	±	±	NUM
easat-1684	227	246	1.10	1.10	NUM
easat-1684	227	247	3.16	3.16	NUM
easat-1684	227	248	±	±	NUM
easat-1684	227	249	1.10	1.10	NUM
easat-1684	227	250	2.89	2.89	NUM
easat-1684	227	251	±	±	NUM
easat-1684	227	252	0.99	0.99	NUM
easat-1684	227	253	prop128	prop128	PROPN
easat-1684	227	254	2.76	2.76	NUM
easat-1684	227	255	±	±	NUM
easat-1684	227	256	0.83	0.83	NUM
easat-1684	227	257	0.77	0.77	NUM
easat-1684	227	258	±	±	NUM
easat-1684	227	259	0.34	0.34	NUM
easat-1684	227	260	3.20	3.20	NUM
easat-1684	227	261	±	±	NUM
easat-1684	227	262	1.04	1.04	NUM
easat-1684	227	263	3.32	3.32	NUM
easat-1684	227	264	±	±	NUM
easat-1684	227	265	1.10	1.10	NUM
easat-1684	227	266	2.95	2.95	NUM
easat-1684	227	267	±	±	NUM
easat-1684	227	268	1.01	1.01	NUM
easat-1684	227	269	prop256	prop256	PROPN
easat-1684	227	270	(	(	PUNCT
easat-1684	227	271	ng	ng	PROPN
easat-1684	227	272	)	)	PUNCT
easat-1684	227	273	2.81	2.81	NUM
easat-1684	227	274	±	±	NUM
easat-1684	227	275	0.81	0.81	NUM
easat-1684	227	276	0.79	0.79	NUM
easat-1684	227	277	±	±	NUM
easat-1684	227	278	0.33	0.33	NUM
easat-1684	227	279	3.21	3.21	NUM
easat-1684	227	280	±	±	NUM
easat-1684	227	281	1.21	1.21	NUM
easat-1684	227	282	3.08	3.08	NUM
easat-1684	227	283	±	±	NUM
easat-1684	227	284	1.14	1.14	NUM
easat-1684	227	285	2.98	2.98	NUM
easat-1684	227	286	±	±	NUM
easat-1684	227	287	1.07	1.07	NUM
easat-1684	227	288	prop256	prop256	PROPN
easat-1684	227	289	2.70	2.70	NUM
easat-1684	227	290	±	±	NUM
easat-1684	227	291	0.77	0.77	NUM
easat-1684	227	292	0.77	0.77	NUM
easat-1684	227	293	±	±	NUM
easat-1684	227	294	0.35	0.35	NUM
easat-1684	227	295	3.12	3.12	NUM
easat-1684	227	296	±	±	NUM
easat-1684	227	297	1.17	1.17	NUM
easat-1684	227	298	3.03	3.03	NUM
easat-1684	227	299	±	±	NUM
easat-1684	227	300	1.11	1.11	NUM
easat-1684	227	301	2.88	2.88	NUM
easat-1684	227	302	±	±	NUM
easat-1684	227	303	1.03	1.03	NUM
easat-1684	227	304	meanwhile	meanwhile	ADV
easat-1684	227	305	,	,	PUNCT
easat-1684	227	306	the	the	DET
easat-1684	227	307	deep	deep	ADJ
easat-1684	227	308	learning	learning	NOUN
easat-1684	227	309	methods	method	NOUN
easat-1684	227	310	performed	perform	VERB
easat-1684	227	311	significantly	significantly	ADV
easat-1684	227	312	better	well	ADJ
easat-1684	227	313	than	than	ADP
easat-1684	227	314	the	the	DET
easat-1684	227	315	smoothing	smooth	VERB
easat-1684	227	316	based	base	VERB
easat-1684	227	317	methods	method	NOUN
easat-1684	227	318	.	.	PUNCT
easat-1684	228	1	for	for	ADP
easat-1684	228	2	most	most	ADJ
easat-1684	228	3	methods	method	NOUN
easat-1684	228	4	,	,	PUNCT
easat-1684	228	5	all	all	PRON
easat-1684	228	6	of	of	ADP
easat-1684	228	7	the	the	DET
easat-1684	228	8	metrics	metric	NOUN
easat-1684	228	9	generally	generally	ADV
easat-1684	228	10	improved	improve	VERB
easat-1684	228	11	,	,	PUNCT
easat-1684	228	12	confirming	confirm	VERB
easat-1684	228	13	that	that	SCONJ
easat-1684	228	14	the	the	DET
easat-1684	228	15	speech	speech	NOUN
easat-1684	228	16	quality	quality	NOUN
easat-1684	228	17	and	and	CCONJ
easat-1684	228	18	intelligibility	intelligibility	NOUN
easat-1684	228	19	were	be	AUX
easat-1684	228	20	improved	improve	VERB
easat-1684	228	21	in	in	ADP
easat-1684	228	22	comparison	comparison	NOUN
easat-1684	228	23	with	with	ADP
easat-1684	228	24	the	the	DET
easat-1684	228	25	original	original	ADJ
easat-1684	228	26	decrypted	decrypt	VERB
easat-1684	228	27	speech	speech	NOUN
easat-1684	228	28	.	.	PUNCT
easat-1684	229	1	the	the	DET
easat-1684	229	2	spectrogram	spectrogram	NOUN
easat-1684	229	3	of	of	ADP
easat-1684	229	4	the	the	DET
easat-1684	229	5	speech	speech	NOUN
easat-1684	229	6	that	that	PRON
easat-1684	229	7	was	be	AUX
easat-1684	229	8	enhanced	enhance	VERB
easat-1684	229	9	using	use	VERB
easat-1684	229	10	deep	deep	ADJ
easat-1684	229	11	learning	learning	NOUN
easat-1684	229	12	(	(	PUNCT
easat-1684	229	13	see	see	VERB
easat-1684	229	14	fig	fig	NOUN
easat-1684	229	15	.	.	PUNCT
easat-1684	230	1	6	6	NUM
easat-1684	230	2	)	)	PUNCT
easat-1684	230	3	showed	show	VERB
easat-1684	230	4	that	that	SCONJ
easat-1684	230	5	these	these	DET
easat-1684	230	6	methods	method	NOUN
easat-1684	230	7	were	be	AUX
easat-1684	230	8	able	able	ADJ
easat-1684	230	9	to	to	PART
easat-1684	230	10	learn	learn	VERB
easat-1684	230	11	how	how	SCONJ
easat-1684	230	12	to	to	PART
easat-1684	230	13	recreate	recreate	VERB
easat-1684	230	14	enhanced	enhanced	ADJ
easat-1684	230	15	speech	speech	NOUN
easat-1684	230	16	that	that	PRON
easat-1684	230	17	was	be	AUX
easat-1684	230	18	quite	quite	ADV
easat-1684	230	19	close	close	ADJ
easat-1684	230	20	to	to	ADP
easat-1684	230	21	clean	clean	ADJ
easat-1684	230	22	speech	speech	NOUN
easat-1684	230	23	.	.	PUNCT
easat-1684	231	1	we	we	PRON
easat-1684	231	2	also	also	ADV
easat-1684	231	3	noticed	notice	VERB
easat-1684	231	4	that	that	SCONJ
easat-1684	231	5	not	not	PART
easat-1684	231	6	all	all	DET
easat-1684	231	7	gan	gan	ADJ
easat-1684	231	8	-	-	PUNCT
easat-1684	231	9	based	base	VERB
easat-1684	231	10	methods	method	NOUN
easat-1684	231	11	performed	perform	VERB
easat-1684	231	12	well	well	ADV
easat-1684	231	13	in	in	ADP
easat-1684	231	14	our	our	PRON
easat-1684	231	15	evaluation	evaluation	NOUN
easat-1684	231	16	.	.	PUNCT
easat-1684	232	1	wgan	wgan	PROPN
easat-1684	232	2	appeared	appear	VERB
easat-1684	232	3	to	to	PART
easat-1684	232	4	be	be	AUX
easat-1684	232	5	unable	unable	ADJ
easat-1684	232	6	to	to	PART
easat-1684	232	7	regenerate	regenerate	VERB
easat-1684	232	8	the	the	DET
easat-1684	232	9	enhanced	enhanced	ADJ
easat-1684	232	10	speech	speech	NOUN
easat-1684	232	11	well	well	ADV
easat-1684	232	12	.	.	PUNCT
easat-1684	233	1	we	we	PRON
easat-1684	233	2	also	also	ADV
easat-1684	233	3	noticed	notice	VERB
easat-1684	233	4	that	that	SCONJ
easat-1684	233	5	non	non	ADJ
easat-1684	233	6	-	-	ADJ
easat-1684	233	7	gan	gan	ADJ
easat-1684	233	8	-	-	PUNCT
easat-1684	233	9	based	base	VERB
easat-1684	233	10	deep	deep	ADJ
easat-1684	233	11	learning	learning	NOUN
easat-1684	233	12	methods	method	NOUN
easat-1684	233	13	(	(	PUNCT
easat-1684	233	14	ernn	ernn	PROPN
easat-1684	233	15	,	,	PUNCT
easat-1684	233	16	cnn	cnn	PROPN
easat-1684	233	17	-	-	PUNCT
easat-1684	233	18	ae	ae	PROPN
easat-1684	233	19	,	,	PUNCT
easat-1684	233	20	and	and	CCONJ
easat-1684	233	21	the	the	DET
easat-1684	233	22	proposed	propose	VERB
easat-1684	233	23	method	method	NOUN
easat-1684	233	24	)	)	PUNCT
easat-1684	233	25	were	be	AUX
easat-1684	233	26	mostly	mostly	ADV
easat-1684	233	27	better	well	ADJ
easat-1684	233	28	than	than	ADP
easat-1684	233	29	than	than	ADP
easat-1684	233	30	the	the	DET
easat-1684	233	31	gan	gan	NOUN
easat-1684	233	32	-	-	PUNCT
easat-1684	233	33	based	base	VERB
easat-1684	233	34	methods	method	NOUN
easat-1684	233	35	(	(	PUNCT
easat-1684	233	36	segan	segan	ADJ
easat-1684	233	37	,	,	PUNCT
easat-1684	233	38	wgan	wgan	ADJ
easat-1684	233	39	,	,	PUNCT
easat-1684	233	40	rsgan	rsgan	NOUN
easat-1684	233	41	,	,	PUNCT
easat-1684	233	42	and	and	CCONJ
easat-1684	233	43	isgan	isgan	NOUN
easat-1684	233	44	)	)	PUNCT
easat-1684	233	45	.	.	PUNCT
easat-1684	234	1	this	this	PRON
easat-1684	234	2	may	may	AUX
easat-1684	234	3	have	have	AUX
easat-1684	234	4	been	be	AUX
easat-1684	234	5	related	relate	VERB
easat-1684	234	6	to	to	ADP
easat-1684	234	7	the	the	DET
easat-1684	234	8	stability	stability	NOUN
easat-1684	234	9	of	of	ADP
easat-1684	234	10	gan	gan	ADJ
easat-1684	234	11	methods	method	NOUN
easat-1684	234	12	.	.	PUNCT
easat-1684	235	1	since	since	SCONJ
easat-1684	235	2	the	the	DET
easat-1684	235	3	generator	generator	NOUN
easat-1684	235	4	networks	network	NOUN
easat-1684	235	5	of	of	ADP
easat-1684	235	6	gans	gan	NOUN
easat-1684	235	7	never	never	ADV
easat-1684	235	8	see	see	VERB
easat-1684	235	9	the	the	DET
easat-1684	235	10	actual	actual	ADJ
easat-1684	235	11	clean	clean	ADJ
easat-1684	235	12	data	datum	NOUN
easat-1684	235	13	,	,	PUNCT
easat-1684	235	14	the	the	DET
easat-1684	235	15	learning	learning	NOUN
easat-1684	235	16	trajectory	trajectory	NOUN
easat-1684	235	17	of	of	ADP
easat-1684	235	18	a	a	DET
easat-1684	235	19	gan	gan	NOUN
easat-1684	235	20	may	may	AUX
easat-1684	235	21	be	be	AUX
easat-1684	235	22	unpredictable	unpredictable	ADJ
easat-1684	235	23	,	,	PUNCT
easat-1684	235	24	and	and	CCONJ
easat-1684	235	25	this	this	PRON
easat-1684	235	26	may	may	AUX
easat-1684	235	27	cause	cause	VERB
easat-1684	235	28	instability	instability	NOUN
easat-1684	235	29	[	[	X
easat-1684	235	30	25	25	NUM
easat-1684	235	31	,	,	PUNCT
easat-1684	235	32	59	59	NUM
easat-1684	235	33	]	]	PUNCT
easat-1684	235	34	compared	compare	VERB
easat-1684	235	35	with	with	ADP
easat-1684	235	36	the	the	DET
easat-1684	235	37	cnn	cnn	PROPN
easat-1684	235	38	,	,	PUNCT
easat-1684	235	39	i.e.	i.e.	X
easat-1684	235	40	,	,	PUNCT
easat-1684	235	41	cnn	cnn	PROPN
easat-1684	235	42	-	-	PUNCT
easat-1684	235	43	ae	ae	PROPN
easat-1684	235	44	and	and	CCONJ
easat-1684	235	45	the	the	DET
easat-1684	235	46	proposed	propose	VERB
easat-1684	235	47	architecture	architecture	NOUN
easat-1684	235	48	without	without	ADP
easat-1684	235	49	a	a	DET
easat-1684	235	50	gating	gate	VERB
easat-1684	235	51	mechanism	mechanism	NOUN
easat-1684	235	52	(	(	PUNCT
easat-1684	235	53	denoted	denote	VERB
easat-1684	235	54	in	in	ADP
easat-1684	235	55	table	table	NOUN
easat-1684	235	56	2	2	NUM
easat-1684	235	57	with	with	ADP
easat-1684	235	58	ng	ng	PROPN
easat-1684	235	59	)	)	PUNCT
easat-1684	235	60	,	,	PUNCT
easat-1684	235	61	the	the	DET
easat-1684	235	62	gcnn	gcnn	PROPN
easat-1684	235	63	was	be	AUX
easat-1684	235	64	better	well	ADJ
easat-1684	235	65	in	in	ADP
easat-1684	235	66	terms	term	NOUN
easat-1684	235	67	of	of	ADP
easat-1684	235	68	most	most	ADJ
easat-1684	235	69	of	of	ADP
easat-1684	235	70	the	the	DET
easat-1684	235	71	evaluation	evaluation	NOUN
easat-1684	235	72	metrics	metric	NOUN
easat-1684	235	73	.	.	PUNCT
easat-1684	236	1	better	well	ADJ
easat-1684	236	2	267	267	NUM
easat-1684	236	3	edelweiss	edelweiss	PROPN
easat-1684	236	4	applied	apply	VERB
easat-1684	236	5	science	science	NOUN
easat-1684	236	6	and	and	CCONJ
easat-1684	236	7	technology	technology	NOUN
easat-1684	236	8	issn	issn	PROPN
easat-1684	236	9	:	:	PUNCT
easat-1684	236	10	2576	2576	NUM
easat-1684	236	11	-	-	SYM
easat-1684	236	12	8484	8484	NUM
easat-1684	236	13	vol	vol	NOUN
easat-1684	236	14	.	.	PROPN
easat-1684	236	15	8	8	NUM
easat-1684	236	16	,	,	PUNCT
easat-1684	236	17	no	no	INTJ
easat-1684	236	18	.	.	NOUN
easat-1684	237	1	5	5	NUM
easat-1684	237	2	:	:	SYM
easat-1684	237	3	256	256	NUM
easat-1684	237	4	-	-	SYM
easat-1684	237	5	270	270	NUM
easat-1684	237	6	,	,	PUNCT
easat-1684	237	7	2024	2024	NUM
easat-1684	237	8	doi	doi	NOUN
easat-1684	237	9	:	:	PUNCT
easat-1684	237	10	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	237	11	©	©	ADP
easat-1684	237	12	2024	2024	NUM
easat-1684	237	13	by	by	ADP
easat-1684	237	14	the	the	DET
easat-1684	237	15	authors	author	NOUN
easat-1684	237	16	;	;	PUNCT
easat-1684	237	17	licensee	licensee	PROPN
easat-1684	237	18	learning	learning	NOUN
easat-1684	237	19	gate	gate	NOUN
easat-1684	237	20	pesq	pesq	NOUN
easat-1684	237	21	,	,	PUNCT
easat-1684	237	22	stoi	stoi	NOUN
easat-1684	237	23	,	,	PUNCT
easat-1684	237	24	csig	csig	NOUN
easat-1684	237	25	,	,	PUNCT
easat-1684	237	26	cbak	cbak	NOUN
easat-1684	237	27	,	,	PUNCT
easat-1684	237	28	and	and	CCONJ
easat-1684	237	29	covl	covl	NOUN
easat-1684	237	30	scores	score	NOUN
easat-1684	237	31	were	be	AUX
easat-1684	237	32	obtained	obtain	VERB
easat-1684	237	33	compared	compare	VERB
easat-1684	237	34	with	with	ADP
easat-1684	237	35	those	those	PRON
easat-1684	237	36	of	of	ADP
easat-1684	237	37	the	the	DET
easat-1684	237	38	cnn	cnn	PROPN
easat-1684	237	39	.	.	PUNCT
easat-1684	238	1	compared	compare	VERB
easat-1684	238	2	with	with	ADP
easat-1684	238	3	the	the	DET
easat-1684	238	4	ernn	ernn	NOUN
easat-1684	238	5	,	,	PUNCT
easat-1684	238	6	which	which	PRON
easat-1684	238	7	was	be	AUX
easat-1684	238	8	a	a	DET
easat-1684	238	9	variant	variant	NOUN
easat-1684	238	10	of	of	ADP
easat-1684	238	11	a	a	DET
easat-1684	238	12	recurrent	recurrent	ADJ
easat-1684	238	13	neural	neural	ADJ
easat-1684	238	14	network	network	NOUN
easat-1684	238	15	(	(	PUNCT
easat-1684	238	16	rnn	rnn	PROPN
easat-1684	238	17	)	)	PUNCT
easat-1684	238	18	,	,	PUNCT
easat-1684	238	19	the	the	DET
easat-1684	238	20	proposed	propose	VERB
easat-1684	238	21	method	method	NOUN
easat-1684	238	22	was	be	AUX
easat-1684	238	23	only	only	ADV
easat-1684	238	24	worse	bad	ADJ
easat-1684	238	25	in	in	ADP
easat-1684	238	26	terms	term	NOUN
easat-1684	238	27	of	of	ADP
easat-1684	238	28	the	the	DET
easat-1684	238	29	pesq	pesq	NOUN
easat-1684	238	30	score	score	NOUN
easat-1684	238	31	.	.	PUNCT
easat-1684	239	1	it	it	PRON
easat-1684	239	2	yielded	yield	VERB
easat-1684	239	3	better	well	ADJ
easat-1684	239	4	scores	score	NOUN
easat-1684	239	5	for	for	ADP
easat-1684	239	6	other	other	ADJ
easat-1684	239	7	metrics	metric	NOUN
easat-1684	239	8	.	.	PUNCT
easat-1684	240	1	our	our	PRON
easat-1684	240	2	method	method	NOUN
easat-1684	240	3	outperformed	outperform	VERB
easat-1684	240	4	all	all	PRON
easat-1684	240	5	of	of	ADP
easat-1684	240	6	the	the	DET
easat-1684	240	7	referenced	reference	VERB
easat-1684	240	8	gan	gan	NOUN
easat-1684	240	9	-	-	PUNCT
easat-1684	240	10	based	base	VERB
easat-1684	240	11	methods	method	NOUN
easat-1684	240	12	.	.	PUNCT
easat-1684	241	1	note	note	VERB
easat-1684	241	2	that	that	SCONJ
easat-1684	241	3	,	,	PUNCT
easat-1684	241	4	unlike	unlike	ADP
easat-1684	241	5	in	in	ADP
easat-1684	241	6	the	the	DET
easat-1684	241	7	cnn	cnn	PROPN
easat-1684	241	8	,	,	PUNCT
easat-1684	241	9	the	the	DET
easat-1684	241	10	changes	change	NOUN
easat-1684	241	11	were	be	AUX
easat-1684	241	12	only	only	ADV
easat-1684	241	13	applied	apply	VERB
easat-1684	241	14	to	to	ADP
easat-1684	241	15	the	the	DET
easat-1684	241	16	cnn	cnn	PROPN
easat-1684	241	17	of	of	ADP
easat-1684	241	18	the	the	DET
easat-1684	241	19	encoder	encoder	NOUN
easat-1684	241	20	,	,	PUNCT
easat-1684	241	21	and	and	CCONJ
easat-1684	241	22	the	the	DET
easat-1684	241	23	results	result	NOUN
easat-1684	241	24	showed	show	VERB
easat-1684	241	25	better	well	ADJ
easat-1684	241	26	overall	overall	ADJ
easat-1684	241	27	performance	performance	NOUN
easat-1684	241	28	,	,	PUNCT
easat-1684	241	29	which	which	PRON
easat-1684	241	30	suggested	suggest	VERB
easat-1684	241	31	that	that	SCONJ
easat-1684	241	32	adding	add	VERB
easat-1684	241	33	a	a	DET
easat-1684	241	34	gating	gate	VERB
easat-1684	241	35	mechanism	mechanism	NOUN
easat-1684	241	36	to	to	ADP
easat-1684	241	37	a	a	DET
easat-1684	241	38	cnn	cnn	PROPN
easat-1684	241	39	may	may	AUX
easat-1684	241	40	improve	improve	VERB
easat-1684	241	41	the	the	DET
easat-1684	241	42	speech	speech	NOUN
easat-1684	241	43	enhancement	enhancement	NOUN
easat-1684	241	44	system	system	NOUN
easat-1684	241	45	.	.	PUNCT
easat-1684	242	1	we	we	PRON
easat-1684	242	2	noticed	notice	VERB
easat-1684	242	3	that	that	SCONJ
easat-1684	242	4	the	the	DET
easat-1684	242	5	standard	standard	ADJ
easat-1684	242	6	deviations	deviation	NOUN
easat-1684	242	7	of	of	ADP
easat-1684	242	8	our	our	PRON
easat-1684	242	9	proposed	propose	VERB
easat-1684	242	10	methods	method	NOUN
easat-1684	242	11	were	be	AUX
easat-1684	242	12	larger	large	ADJ
easat-1684	242	13	than	than	ADP
easat-1684	242	14	those	those	PRON
easat-1684	242	15	of	of	ADP
easat-1684	242	16	traditional	traditional	ADJ
easat-1684	242	17	methods	method	NOUN
easat-1684	242	18	(	(	PUNCT
easat-1684	242	19	see	see	VERB
easat-1684	242	20	table	table	NOUN
easat-1684	242	21	2	2	NUM
easat-1684	242	22	)	)	PUNCT
easat-1684	242	23	.	.	PUNCT
easat-1684	243	1	the	the	DET
easat-1684	243	2	results	result	NOUN
easat-1684	243	3	were	be	AUX
easat-1684	243	4	similar	similar	ADJ
easat-1684	243	5	for	for	ADP
easat-1684	243	6	all	all	DET
easat-1684	243	7	proposed	propose	VERB
easat-1684	243	8	methods	method	NOUN
easat-1684	243	9	(	(	PUNCT
easat-1684	243	10	prop32	prop32	NOUN
easat-1684	243	11	to	to	ADP
easat-1684	243	12	prop1024	prop1024	PROPN
easat-1684	243	13	)	)	PUNCT
easat-1684	243	14	.	.	PUNCT
easat-1684	244	1	larger	large	ADJ
easat-1684	244	2	standard	standard	ADJ
easat-1684	244	3	deviations	deviation	NOUN
easat-1684	244	4	were	be	AUX
easat-1684	244	5	also	also	ADV
easat-1684	244	6	found	find	VERB
easat-1684	244	7	for	for	ADP
easat-1684	244	8	almost	almost	ADV
easat-1684	244	9	all	all	PRON
easat-1684	244	10	other	other	ADJ
easat-1684	244	11	deep	deep	ADJ
easat-1684	244	12	learning	learning	NOUN
easat-1684	244	13	-	-	PUNCT
easat-1684	244	14	based	base	VERB
easat-1684	244	15	methods	method	NOUN
easat-1684	244	16	that	that	PRON
easat-1684	244	17	we	we	PRON
easat-1684	244	18	evaluated	evaluate	VERB
easat-1684	244	19	.	.	PUNCT
easat-1684	245	1	this	this	PRON
easat-1684	245	2	indicated	indicate	VERB
easat-1684	245	3	the	the	DET
easat-1684	245	4	large	large	ADJ
easat-1684	245	5	variations	variation	NOUN
easat-1684	245	6	in	in	ADP
easat-1684	245	7	the	the	DET
easat-1684	245	8	quality	quality	NOUN
easat-1684	245	9	of	of	ADP
easat-1684	245	10	the	the	DET
easat-1684	245	11	decrypted	decrypt	VERB
easat-1684	245	12	speech	speech	NOUN
easat-1684	245	13	for	for	ADP
easat-1684	245	14	some	some	DET
easat-1684	245	15	test	test	NOUN
easat-1684	245	16	data	datum	NOUN
easat-1684	245	17	.	.	PUNCT
easat-1684	246	1	this	this	PRON
easat-1684	246	2	might	might	AUX
easat-1684	246	3	have	have	AUX
easat-1684	246	4	been	be	AUX
easat-1684	246	5	due	due	ADJ
easat-1684	246	6	to	to	ADP
easat-1684	246	7	the	the	DET
easat-1684	246	8	small	small	ADJ
easat-1684	246	9	variations	variation	NOUN
easat-1684	246	10	in	in	ADP
easat-1684	246	11	the	the	DET
easat-1684	246	12	training	training	NOUN
easat-1684	246	13	data	datum	NOUN
easat-1684	246	14	,	,	PUNCT
easat-1684	246	15	which	which	PRON
easat-1684	246	16	could	could	AUX
easat-1684	246	17	have	have	AUX
easat-1684	246	18	made	make	VERB
easat-1684	246	19	the	the	DET
easat-1684	246	20	models	model	NOUN
easat-1684	246	21	prone	prone	ADJ
easat-1684	246	22	to	to	ADP
easat-1684	246	23	overfitting	overfitte	VERB
easat-1684	246	24	.	.	PUNCT
easat-1684	247	1	6	6	NUM
easat-1684	247	2	.	.	X
easat-1684	247	3	conclusions	conclusion	NOUN
easat-1684	247	4	and	and	CCONJ
easat-1684	247	5	future	future	ADJ
easat-1684	247	6	works	work	NOUN
easat-1684	247	7	in	in	ADP
easat-1684	247	8	this	this	DET
easat-1684	247	9	study	study	NOUN
easat-1684	247	10	,	,	PUNCT
easat-1684	247	11	we	we	PRON
easat-1684	247	12	evaluated	evaluate	VERB
easat-1684	247	13	several	several	ADJ
easat-1684	247	14	deep	deep	ADJ
easat-1684	247	15	learning	learning	NOUN
easat-1684	247	16	methods	method	NOUN
easat-1684	247	17	for	for	ADP
easat-1684	247	18	enhancing	enhance	VERB
easat-1684	247	19	distorted	distort	VERB
easat-1684	247	20	decrypted	decrypt	VERB
easat-1684	247	21	speech	speech	NOUN
easat-1684	247	22	from	from	ADP
easat-1684	247	23	secure	secure	ADJ
easat-1684	247	24	communication	communication	NOUN
easat-1684	247	25	and	and	CCONJ
easat-1684	247	26	proposed	propose	VERB
easat-1684	247	27	the	the	DET
easat-1684	247	28	addition	addition	NOUN
easat-1684	247	29	of	of	ADP
easat-1684	247	30	a	a	DET
easat-1684	247	31	gating	gate	VERB
easat-1684	247	32	mechanism	mechanism	NOUN
easat-1684	247	33	to	to	ADP
easat-1684	247	34	a	a	DET
easat-1684	247	35	cnn	cnn	NOUN
easat-1684	247	36	for	for	ADP
easat-1684	247	37	speech	speech	NOUN
easat-1684	247	38	enhancement	enhancement	NOUN
easat-1684	247	39	.	.	PUNCT
easat-1684	248	1	encryption	encryption	NOUN
easat-1684	248	2	processes	process	NOUN
easat-1684	248	3	that	that	PRON
easat-1684	248	4	include	include	VERB
easat-1684	248	5	the	the	DET
easat-1684	248	6	randomization	randomization	NOUN
easat-1684	248	7	of	of	ADP
easat-1684	248	8	speech	speech	NOUN
easat-1684	248	9	components	component	NOUN
easat-1684	248	10	may	may	AUX
easat-1684	248	11	cause	cause	VERB
easat-1684	248	12	distortions	distortion	NOUN
easat-1684	248	13	in	in	ADP
easat-1684	248	14	the	the	DET
easat-1684	248	15	decrypted	decrypt	VERB
easat-1684	248	16	speech	speech	NOUN
easat-1684	248	17	.	.	PUNCT
easat-1684	249	1	however	however	ADV
easat-1684	249	2	,	,	PUNCT
easat-1684	249	3	traditional	traditional	ADJ
easat-1684	249	4	speech	speech	NOUN
easat-1684	249	5	enhancement	enhancement	NOUN
easat-1684	249	6	methods	method	NOUN
easat-1684	249	7	,	,	PUNCT
easat-1684	249	8	which	which	PRON
easat-1684	249	9	usually	usually	ADV
easat-1684	249	10	employ	employ	VERB
easat-1684	249	11	smoothing	smooth	VERB
easat-1684	249	12	rules	rule	NOUN
easat-1684	249	13	to	to	ADP
easat-1684	249	14	the	the	DET
easat-1684	249	15	distorted	distorted	ADJ
easat-1684	249	16	speech	speech	NOUN
easat-1684	249	17	,	,	PUNCT
easat-1684	249	18	may	may	AUX
easat-1684	249	19	fail	fail	VERB
easat-1684	249	20	to	to	PART
easat-1684	249	21	deal	deal	VERB
easat-1684	249	22	with	with	ADP
easat-1684	249	23	this	this	PRON
easat-1684	249	24	because	because	SCONJ
easat-1684	249	25	the	the	DET
easat-1684	249	26	distortion	distortion	NOUN
easat-1684	249	27	conditions	condition	NOUN
easat-1684	249	28	differ	differ	VERB
easat-1684	249	29	from	from	ADP
easat-1684	249	30	the	the	DET
easat-1684	249	31	usual	usual	ADJ
easat-1684	249	32	assumptions	assumption	NOUN
easat-1684	249	33	made	make	VERB
easat-1684	249	34	by	by	ADP
easat-1684	249	35	most	most	ADJ
easat-1684	249	36	traditional	traditional	ADJ
easat-1684	249	37	methods	method	NOUN
easat-1684	249	38	.	.	PUNCT
easat-1684	250	1	deeplearning	deeplearne	VERB
easat-1684	250	2	-	-	PUNCT
easat-1684	250	3	based	base	VERB
easat-1684	250	4	methods	method	NOUN
easat-1684	250	5	,	,	PUNCT
easat-1684	250	6	on	on	ADP
easat-1684	250	7	the	the	DET
easat-1684	250	8	other	other	ADJ
easat-1684	250	9	hand	hand	NOUN
easat-1684	250	10	,	,	PUNCT
easat-1684	250	11	are	be	AUX
easat-1684	250	12	effective	effective	ADJ
easat-1684	250	13	in	in	ADP
easat-1684	250	14	doing	do	VERB
easat-1684	250	15	so	so	ADV
easat-1684	250	16	.	.	PUNCT
easat-1684	251	1	deep	deep	ADJ
easat-1684	251	2	learning	learning	NOUN
easat-1684	251	3	methods	method	NOUN
easat-1684	251	4	are	be	AUX
easat-1684	251	5	able	able	ADJ
easat-1684	251	6	to	to	PART
easat-1684	251	7	learn	learn	VERB
easat-1684	251	8	a	a	DET
easat-1684	251	9	mapping	mapping	NOUN
easat-1684	251	10	function	function	NOUN
easat-1684	251	11	for	for	ADP
easat-1684	251	12	the	the	DET
easat-1684	251	13	distorted	distorted	ADJ
easat-1684	251	14	speech	speech	NOUN
easat-1684	251	15	to	to	PART
easat-1684	251	16	generate	generate	VERB
easat-1684	251	17	clean	clean	ADJ
easat-1684	251	18	speech	speech	NOUN
easat-1684	251	19	estimates	estimate	NOUN
easat-1684	251	20	given	give	VERB
easat-1684	251	21	the	the	DET
easat-1684	251	22	distorted	distorted	ADJ
easat-1684	251	23	samples	sample	NOUN
easat-1684	251	24	.	.	PUNCT
easat-1684	252	1	our	our	PRON
easat-1684	252	2	experiments	experiment	NOUN
easat-1684	252	3	confirm	confirm	VERB
easat-1684	252	4	this	this	PRON
easat-1684	252	5	.	.	PUNCT
easat-1684	253	1	deep	deep	ADJ
easat-1684	253	2	-	-	PUNCT
easat-1684	253	3	learning	learning	NOUN
easat-1684	253	4	-	-	PUNCT
easat-1684	253	5	based	base	VERB
easat-1684	253	6	speech	speech	NOUN
easat-1684	253	7	enhancement	enhancement	NOUN
easat-1684	253	8	achieved	achieve	VERB
easat-1684	253	9	better	well	ADJ
easat-1684	253	10	quality	quality	NOUN
easat-1684	253	11	metrics	metric	NOUN
easat-1684	253	12	than	than	ADP
easat-1684	253	13	those	those	PRON
easat-1684	253	14	of	of	ADP
easat-1684	253	15	traditional	traditional	ADJ
easat-1684	253	16	methods	method	NOUN
easat-1684	253	17	.	.	PUNCT
easat-1684	254	1	furthermore	furthermore	ADV
easat-1684	254	2	,	,	PUNCT
easat-1684	254	3	our	our	PRON
easat-1684	254	4	proposed	propose	VERB
easat-1684	254	5	method	method	NOUN
easat-1684	254	6	was	be	AUX
easat-1684	254	7	generally	generally	ADV
easat-1684	254	8	better	well	ADJ
easat-1684	254	9	than	than	ADP
easat-1684	254	10	cnnbased	cnnbased	ADJ
easat-1684	254	11	methods	method	NOUN
easat-1684	254	12	.	.	PUNCT
easat-1684	255	1	however	however	ADV
easat-1684	255	2	,	,	PUNCT
easat-1684	255	3	we	we	PRON
easat-1684	255	4	need	need	VERB
easat-1684	255	5	to	to	PART
easat-1684	255	6	emphasize	emphasize	VERB
easat-1684	255	7	the	the	DET
easat-1684	255	8	limitation	limitation	NOUN
easat-1684	255	9	of	of	ADP
easat-1684	255	10	our	our	PRON
easat-1684	255	11	study	study	NOUN
easat-1684	255	12	.	.	PUNCT
easat-1684	256	1	the	the	DET
easat-1684	256	2	methods	method	NOUN
easat-1684	256	3	have	have	AUX
easat-1684	256	4	not	not	PART
easat-1684	256	5	been	be	AUX
easat-1684	256	6	evaluated	evaluate	VERB
easat-1684	256	7	by	by	ADP
easat-1684	256	8	subjective	subjective	ADJ
easat-1684	256	9	listening	listening	NOUN
easat-1684	256	10	test	test	NOUN
easat-1684	256	11	,	,	PUNCT
easat-1684	256	12	which	which	PRON
easat-1684	256	13	is	be	AUX
easat-1684	256	14	considered	consider	VERB
easat-1684	256	15	the	the	DET
easat-1684	256	16	actual	actual	ADJ
easat-1684	256	17	measure	measure	NOUN
easat-1684	256	18	of	of	ADP
easat-1684	256	19	speech	speech	NOUN
easat-1684	256	20	quality	quality	NOUN
easat-1684	256	21	and	and	CCONJ
easat-1684	256	22	intelligibility	intelligibility	NOUN
easat-1684	256	23	.	.	PUNCT
easat-1684	257	1	while	while	SCONJ
easat-1684	257	2	the	the	DET
easat-1684	257	3	results	result	NOUN
easat-1684	257	4	on	on	ADP
easat-1684	257	5	several	several	ADJ
easat-1684	257	6	metrics	metric	NOUN
easat-1684	257	7	that	that	PRON
easat-1684	257	8	show	show	VERB
easat-1684	257	9	good	good	ADJ
easat-1684	257	10	relation	relation	NOUN
easat-1684	257	11	on	on	ADP
easat-1684	257	12	subjective	subjective	ADJ
easat-1684	257	13	listening	listening	NOUN
easat-1684	257	14	tests	test	NOUN
easat-1684	257	15	indicate	indicate	VERB
easat-1684	257	16	the	the	DET
easat-1684	257	17	proposed	propose	VERB
easat-1684	257	18	method	method	NOUN
easat-1684	257	19	could	could	AUX
easat-1684	257	20	improve	improve	VERB
easat-1684	257	21	the	the	DET
easat-1684	257	22	speech	speech	NOUN
easat-1684	257	23	quality	quality	NOUN
easat-1684	257	24	,	,	PUNCT
easat-1684	257	25	it	it	PRON
easat-1684	257	26	is	be	AUX
easat-1684	257	27	not	not	PART
easat-1684	257	28	necessarily	necessarily	ADV
easat-1684	257	29	indicate	indicate	VERB
easat-1684	257	30	the	the	DET
easat-1684	257	31	actual	actual	ADJ
easat-1684	257	32	quality	quality	NOUN
easat-1684	257	33	of	of	ADP
easat-1684	257	34	speech	speech	NOUN
easat-1684	257	35	signals	signal	NOUN
easat-1684	257	36	.	.	PUNCT
easat-1684	258	1	we	we	PRON
easat-1684	258	2	must	must	AUX
easat-1684	258	3	note	note	VERB
easat-1684	258	4	,	,	PUNCT
easat-1684	258	5	however	however	ADV
easat-1684	258	6	,	,	PUNCT
easat-1684	258	7	that	that	SCONJ
easat-1684	258	8	while	while	SCONJ
easat-1684	258	9	deep	deep	ADJ
easat-1684	258	10	learning	learning	NOUN
easat-1684	258	11	clearly	clearly	ADV
easat-1684	258	12	produced	produce	VERB
easat-1684	258	13	better	well	ADV
easat-1684	258	14	enhanced	enhance	VERB
easat-1684	258	15	speech	speech	NOUN
easat-1684	258	16	than	than	ADP
easat-1684	258	17	that	that	PRON
easat-1684	258	18	of	of	ADP
easat-1684	258	19	smoothing	smooth	VERB
easat-1684	258	20	-	-	PUNCT
easat-1684	258	21	based	base	VERB
easat-1684	258	22	methods	method	NOUN
easat-1684	258	23	,	,	PUNCT
easat-1684	258	24	much	much	ADJ
easat-1684	258	25	needs	need	VERB
easat-1684	258	26	to	to	PART
easat-1684	258	27	be	be	AUX
easat-1684	258	28	done	do	VERB
easat-1684	258	29	in	in	ADP
easat-1684	258	30	this	this	DET
easat-1684	258	31	area	area	NOUN
easat-1684	258	32	.	.	PUNCT
easat-1684	259	1	our	our	PRON
easat-1684	259	2	results	result	NOUN
easat-1684	259	3	indicate	indicate	VERB
easat-1684	259	4	that	that	SCONJ
easat-1684	259	5	not	not	PART
easat-1684	259	6	all	all	DET
easat-1684	259	7	deep	deep	ADJ
easat-1684	259	8	learning	learning	NOUN
easat-1684	259	9	approaches	approach	NOUN
easat-1684	259	10	are	be	AUX
easat-1684	259	11	effective	effective	ADJ
easat-1684	259	12	in	in	ADP
easat-1684	259	13	this	this	DET
easat-1684	259	14	task	task	NOUN
easat-1684	259	15	.	.	PUNCT
easat-1684	260	1	this	this	PRON
easat-1684	260	2	may	may	AUX
easat-1684	260	3	be	be	AUX
easat-1684	260	4	related	relate	VERB
easat-1684	260	5	to	to	ADP
easat-1684	260	6	the	the	DET
easat-1684	260	7	limited	limited	ADJ
easat-1684	260	8	data	datum	NOUN
easat-1684	260	9	availability	availability	NOUN
easat-1684	260	10	.	.	PUNCT
easat-1684	261	1	furthermore	furthermore	ADV
easat-1684	261	2	,	,	PUNCT
easat-1684	261	3	deep	deep	ADJ
easat-1684	261	4	learning	learning	NOUN
easat-1684	261	5	-	-	PUNCT
easat-1684	261	6	based	base	VERB
easat-1684	261	7	speech	speech	NOUN
easat-1684	261	8	enhancement	enhancement	NOUN
easat-1684	261	9	methods	method	NOUN
easat-1684	261	10	require	require	VERB
easat-1684	261	11	both	both	CCONJ
easat-1684	261	12	the	the	DET
easat-1684	261	13	data	datum	NOUN
easat-1684	261	14	of	of	ADP
easat-1684	261	15	the	the	DET
easat-1684	261	16	distorted	distorted	ADJ
easat-1684	261	17	speech	speech	NOUN
easat-1684	261	18	and	and	CCONJ
easat-1684	261	19	the	the	DET
easat-1684	261	20	clean	clean	ADJ
easat-1684	261	21	reference	reference	NOUN
easat-1684	261	22	data	datum	NOUN
easat-1684	261	23	.	.	PUNCT
easat-1684	262	1	these	these	DET
easat-1684	262	2	data	datum	NOUN
easat-1684	262	3	are	be	AUX
easat-1684	262	4	often	often	ADV
easat-1684	262	5	unavailable	unavailable	ADJ
easat-1684	262	6	in	in	ADP
easat-1684	262	7	realistic	realistic	ADJ
easat-1684	262	8	conditions	condition	NOUN
easat-1684	262	9	.	.	PUNCT
easat-1684	263	1	deep	deep	ADJ
easat-1684	263	2	learning	learning	NOUN
easat-1684	263	3	methods	method	NOUN
easat-1684	263	4	also	also	ADV
easat-1684	263	5	usually	usually	ADV
easat-1684	263	6	require	require	VERB
easat-1684	263	7	much	much	ADV
easat-1684	263	8	more	more	ADJ
easat-1684	263	9	computation	computation	NOUN
easat-1684	263	10	to	to	PART
easat-1684	263	11	train	train	VERB
easat-1684	263	12	networks	network	NOUN
easat-1684	263	13	and	and	CCONJ
easat-1684	263	14	larger	large	ADJ
easat-1684	263	15	storage	storage	NOUN
easat-1684	263	16	for	for	ADP
easat-1684	263	17	models	model	NOUN
easat-1684	263	18	.	.	PUNCT
easat-1684	264	1	this	this	PRON
easat-1684	264	2	often	often	ADV
easat-1684	264	3	makes	make	VERB
easat-1684	264	4	it	it	PRON
easat-1684	264	5	difficult	difficult	ADJ
easat-1684	264	6	to	to	PART
easat-1684	264	7	implement	implement	VERB
easat-1684	264	8	such	such	ADJ
easat-1684	264	9	methods	method	NOUN
easat-1684	264	10	for	for	ADP
easat-1684	264	11	off	off	ADP
easat-1684	264	12	-	-	PUNCT
easat-1684	264	13	line	line	NOUN
easat-1684	264	14	and	and	CCONJ
easat-1684	264	15	embedded	embed	VERB
easat-1684	264	16	systems	system	NOUN
easat-1684	264	17	.	.	PUNCT
easat-1684	265	1	therefore	therefore	ADV
easat-1684	265	2	,	,	PUNCT
easat-1684	265	3	exploring	explore	VERB
easat-1684	265	4	lightweight	lightweight	ADJ
easat-1684	265	5	models	model	NOUN
easat-1684	265	6	is	be	AUX
easat-1684	265	7	planned	plan	VERB
easat-1684	265	8	in	in	ADP
easat-1684	265	9	our	our	PRON
easat-1684	265	10	future	future	ADJ
easat-1684	265	11	work	work	NOUN
easat-1684	265	12	.	.	PUNCT
easat-1684	266	1	our	our	PRON
easat-1684	266	2	study	study	NOUN
easat-1684	266	3	focus	focus	VERB
easat-1684	266	4	on	on	ADP
easat-1684	266	5	distortions	distortion	NOUN
easat-1684	266	6	due	due	ADP
easat-1684	266	7	to	to	ADP
easat-1684	266	8	encryption	encryption	NOUN
easat-1684	266	9	process	process	NOUN
easat-1684	266	10	in	in	ADP
easat-1684	266	11	hand	hand	NOUN
easat-1684	266	12	-	-	PUNCT
easat-1684	266	13	talk	talk	NOUN
easat-1684	266	14	communications	communication	NOUN
easat-1684	266	15	.	.	PUNCT
easat-1684	267	1	the	the	DET
easat-1684	267	2	effectiveness	effectiveness	NOUN
easat-1684	267	3	for	for	ADP
easat-1684	267	4	other	other	ADJ
easat-1684	267	5	tasks	task	NOUN
easat-1684	267	6	could	could	AUX
easat-1684	267	7	also	also	ADV
easat-1684	267	8	be	be	AUX
easat-1684	267	9	explored	explore	VERB
easat-1684	267	10	such	such	ADJ
easat-1684	267	11	as	as	ADP
easat-1684	267	12	for	for	ADP
easat-1684	267	13	dealing	deal	VERB
easat-1684	267	14	with	with	ADP
easat-1684	267	15	sudden	sudden	ADJ
easat-1684	267	16	noise	noise	NOUN
easat-1684	267	17	or	or	CCONJ
easat-1684	267	18	rapidly	rapidly	ADV
easat-1684	267	19	changing	change	VERB
easat-1684	267	20	noise	noise	NOUN
easat-1684	267	21	,	,	PUNCT
easat-1684	267	22	which	which	PRON
easat-1684	267	23	are	be	AUX
easat-1684	267	24	still	still	ADV
easat-1684	267	25	tasks	task	NOUN
easat-1684	267	26	for	for	ADP
easat-1684	267	27	speech	speech	NOUN
easat-1684	267	28	recognition	recognition	NOUN
easat-1684	267	29	.	.	PUNCT
easat-1684	268	1	acknowledgment	acknowledgment	NOUN
easat-1684	268	2	:	:	PUNCT
easat-1684	268	3	this	this	DET
easat-1684	268	4	work	work	NOUN
easat-1684	268	5	and	and	CCONJ
easat-1684	268	6	publication	publication	NOUN
easat-1684	268	7	was	be	AUX
easat-1684	268	8	supported	support	VERB
easat-1684	268	9	by	by	ADP
easat-1684	268	10	fund	fund	NOUN
easat-1684	268	11	for	for	ADP
easat-1684	268	12	innovative	innovative	ADJ
easat-1684	268	13	-	-	PUNCT
easat-1684	268	14	productive	productive	ADJ
easat-1684	268	15	research	research	NOUN
easat-1684	268	16	(	(	PUNCT
easat-1684	268	17	riset	riset	NOUN
easat-1684	268	18	inovatifproduktif	inovatifproduktif	ADV
easat-1684	268	19	–	–	PUNCT
easat-1684	268	20	rispro	rispro	NOUN
easat-1684	268	21	)	)	PUNCT
easat-1684	268	22	of	of	ADP
easat-1684	268	23	the	the	DET
easat-1684	268	24	indonesia	indonesia	PROPN
easat-1684	268	25	endowment	endowment	PROPN
easat-1684	268	26	funds	fund	NOUN
easat-1684	268	27	for	for	ADP
easat-1684	268	28	education	education	NOUN
easat-1684	268	29	(	(	PUNCT
easat-1684	268	30	lembaga	lembaga	PROPN
easat-1684	268	31	pengelola	pengelola	PROPN
easat-1684	268	32	dana	dana	PROPN
easat-1684	268	33	pendidikan	pendidikan	PROPN
easat-1684	268	34	,	,	PUNCT
easat-1684	268	35	lpdp	lpdp	ADJ
easat-1684	268	36	)	)	PUNCT
easat-1684	268	37	under	under	ADP
easat-1684	268	38	the	the	DET
easat-1684	268	39	contract	contract	NOUN
easat-1684	268	40	no	no	INTJ
easat-1684	268	41	:	:	PUNCT
easat-1684	268	42	prj-52	prj-52	NOUN
easat-1684	268	43	/	/	SYM
easat-1684	268	44	lpdp/2023	lpdp/2023	NOUN
easat-1684	268	45	&	&	CCONJ
easat-1684	268	46	no	no	NOUN
easat-1684	268	47	:	:	PUNCT
easat-1684	268	48	46	46	NUM
easat-1684	268	49	/	/	SYM
easat-1684	268	50	pks	pks	NOUN
easat-1684	268	51	/	/	SYM
easat-1684	268	52	wriiidistp	wriiidistp	PROPN
easat-1684	268	53	/	/	SYM
easat-1684	268	54	ui/2023	ui/2023	PROPN
easat-1684	268	55	.	.	NOUN
easat-1684	268	56	268	268	NUM
easat-1684	268	57	edelweiss	edelweiss	PROPN
easat-1684	268	58	applied	apply	VERB
easat-1684	268	59	science	science	NOUN
easat-1684	268	60	and	and	CCONJ
easat-1684	268	61	technology	technology	NOUN
easat-1684	268	62	issn	issn	PROPN
easat-1684	268	63	:	:	PUNCT
easat-1684	268	64	2576	2576	NUM
easat-1684	268	65	-	-	SYM
easat-1684	268	66	8484	8484	NUM
easat-1684	268	67	vol	vol	NOUN
easat-1684	268	68	.	.	PROPN
easat-1684	268	69	8	8	NUM
easat-1684	268	70	,	,	PUNCT
easat-1684	268	71	no	no	INTJ
easat-1684	268	72	.	.	NOUN
easat-1684	269	1	5	5	NUM
easat-1684	269	2	:	:	SYM
easat-1684	269	3	256	256	NUM
easat-1684	269	4	-	-	SYM
easat-1684	269	5	270	270	NUM
easat-1684	269	6	,	,	PUNCT
easat-1684	269	7	2024	2024	NUM
easat-1684	269	8	doi	doi	NOUN
easat-1684	269	9	:	:	PUNCT
easat-1684	269	10	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	269	11	©	©	ADP
easat-1684	269	12	2024	2024	NUM
easat-1684	269	13	by	by	ADP
easat-1684	269	14	the	the	DET
easat-1684	269	15	authors	author	NOUN
easat-1684	269	16	;	;	PUNCT
easat-1684	270	1	licensee	licensee	PROPN
easat-1684	270	2	learning	learn	VERB
easat-1684	270	3	gate	gate	NOUN
easat-1684	270	4	copyright	copyright	NOUN
easat-1684	270	5	:	:	PUNCT
easat-1684	270	6	©	©	PROPN
easat-1684	270	7	2024	2024	NUM
easat-1684	270	8	by	by	ADP
easat-1684	270	9	the	the	DET
easat-1684	270	10	authors	author	NOUN
easat-1684	270	11	.	.	PUNCT
easat-1684	271	1	this	this	DET
easat-1684	271	2	article	article	NOUN
easat-1684	271	3	is	be	AUX
easat-1684	271	4	an	an	DET
easat-1684	271	5	open	open	ADJ
easat-1684	271	6	access	access	NOUN
easat-1684	271	7	article	article	NOUN
easat-1684	271	8	distributed	distribute	VERB
easat-1684	271	9	under	under	ADP
easat-1684	271	10	the	the	DET
easat-1684	271	11	terms	term	NOUN
easat-1684	271	12	and	and	CCONJ
easat-1684	271	13	conditions	condition	NOUN
easat-1684	271	14	of	of	ADP
easat-1684	271	15	the	the	DET
easat-1684	271	16	creative	creative	ADJ
easat-1684	271	17	commons	common	NOUN
easat-1684	271	18	attribution	attribution	NOUN
easat-1684	271	19	(	(	PUNCT
easat-1684	271	20	cc	cc	NOUN
easat-1684	271	21	by	by	ADP
easat-1684	271	22	)	)	PUNCT
easat-1684	271	23	license	license	NOUN
easat-1684	271	24	(	(	PUNCT
easat-1684	271	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1684	271	26	)	)	PUNCT
easat-1684	271	27	.	.	PUNCT
easat-1684	272	1	references	reference	NOUN
easat-1684	272	2	[	[	X
easat-1684	272	3	1	1	NUM
easat-1684	272	4	]	]	PUNCT
easat-1684	272	5	katugampala	katugampala	PROPN
easat-1684	272	6	,	,	PUNCT
easat-1684	272	7	n.n	n.n	PROPN
easat-1684	272	8	.	.	PROPN
easat-1684	272	9	,	,	PUNCT
easat-1684	272	10	al	al	PROPN
easat-1684	272	11	-	-	PUNCT
easat-1684	272	12	naimi	naimi	PROPN
easat-1684	272	13	,	,	PUNCT
easat-1684	272	14	k.t	k.t	PROPN
easat-1684	272	15	.	.	PROPN
easat-1684	272	16	,	,	PUNCT
easat-1684	272	17	villette	villette	PROPN
easat-1684	272	18	,	,	PUNCT
easat-1684	272	19	s.	s.	PROPN
easat-1684	272	20	,	,	PUNCT
easat-1684	272	21	kondoz	kondoz	PROPN
easat-1684	272	22	,	,	PUNCT
easat-1684	272	23	a.m.	a.m.	ADV
easat-1684	272	24	:	:	PUNCT
easat-1684	272	25	real	real	ADJ
easat-1684	272	26	time	time	NOUN
easat-1684	272	27	data	datum	NOUN
easat-1684	272	28	transmission	transmission	NOUN
easat-1684	272	29	over	over	ADP
easat-1684	272	30	gsm	gsm	ADJ
easat-1684	272	31	voice	voice	NOUN
easat-1684	272	32	channel	channel	NOUN
easat-1684	272	33	for	for	ADP
easat-1684	272	34	secure	secure	ADJ
easat-1684	272	35	voice	voice	NOUN
easat-1684	272	36	and	and	CCONJ
easat-1684	272	37	data	datum	NOUN
easat-1684	272	38	applications	application	NOUN
easat-1684	272	39	.	.	PUNCT
easat-1684	273	1	in	in	ADP
easat-1684	273	2	:	:	PUNCT
easat-1684	273	3	the	the	DET
easat-1684	273	4	2nd	2nd	PROPN
easat-1684	273	5	iee	iee	PROPN
easat-1684	273	6	secure	secure	VERB
easat-1684	273	7	mobile	mobile	ADJ
easat-1684	273	8	communications	communication	NOUN
easat-1684	273	9	forum	forum	NOUN
easat-1684	273	10	:	:	PUNCT
easat-1684	273	11	exploring	explore	VERB
easat-1684	273	12	the	the	DET
easat-1684	273	13	technical	technical	ADJ
easat-1684	273	14	challenges	challenge	NOUN
easat-1684	273	15	in	in	ADP
easat-1684	273	16	secure	secure	ADJ
easat-1684	273	17	gsm	gsm	NOUN
easat-1684	273	18	and	and	CCONJ
easat-1684	273	19	wlan	wlan	NOUN
easat-1684	273	20	,	,	PUNCT
easat-1684	273	21	2004	2004	NUM
easat-1684	273	22	.	.	PUNCT
easat-1684	274	1	(	(	PUNCT
easat-1684	274	2	ref	ref	NOUN
easat-1684	274	3	.	.	PUNCT
easat-1684	275	1	no	no	INTJ
easat-1684	275	2	.	.	NOUN
easat-1684	276	1	2004/10660	2004/10660	NUM
easat-1684	276	2	)	)	PUNCT
easat-1684	276	3	,	,	PUNCT
easat-1684	276	4	pp	pp	ADP
easat-1684	276	5	.	.	PUNCT
easat-1684	277	1	7–174	7–174	NUM
easat-1684	277	2	(	(	PUNCT
easat-1684	277	3	2004	2004	NUM
easat-1684	277	4	)	)	PUNCT
easat-1684	277	5	.	.	PUNCT
easat-1684	278	1	https://doi.org/10.1049/ic.2004.0663	https://doi.org/10.1049/ic.2004.0663	PROPN
easat-1684	279	1	[	[	X
easat-1684	279	2	2	2	NUM
easat-1684	279	3	]	]	PUNCT
easat-1684	279	4	hamdi	hamdi	PROPN
easat-1684	279	5	,	,	PUNCT
easat-1684	279	6	m.	m.	NOUN
easat-1684	279	7	,	,	PUNCT
easat-1684	279	8	hermassi	hermassi	NOUN
easat-1684	279	9	,	,	PUNCT
easat-1684	279	10	h.	h.	PROPN
easat-1684	279	11	,	,	PUNCT
easat-1684	279	12	rhouma	rhouma	PROPN
easat-1684	279	13	,	,	PUNCT
easat-1684	279	14	r.	r.	PROPN
easat-1684	279	15	,	,	PUNCT
easat-1684	279	16	belghith	belghith	PROPN
easat-1684	279	17	,	,	PUNCT
easat-1684	279	18	s.	s.	PROPN
easat-1684	279	19	:	:	PUNCT
easat-1684	279	20	a	a	DET
easat-1684	279	21	new	new	ADJ
easat-1684	279	22	secure	secure	ADJ
easat-1684	279	23	and	and	CCONJ
easat-1684	279	24	efficient	efficient	ADJ
easat-1684	279	25	scheme	scheme	NOUN
easat-1684	279	26	of	of	ADP
easat-1684	279	27	adpcm	adpcm	ADJ
easat-1684	279	28	encoder	encoder	NOUN
easat-1684	279	29	based	base	VERB
easat-1684	279	30	on	on	ADP
easat-1684	279	31	chaotic	chaotic	ADJ
easat-1684	279	32	encryption	encryption	NOUN
easat-1684	279	33	.	.	PUNCT
easat-1684	280	1	in	in	ADP
easat-1684	280	2	:	:	PUNCT
easat-1684	280	3	2014	2014	NUM
easat-1684	280	4	1st	1st	ADJ
easat-1684	280	5	international	international	ADJ
easat-1684	280	6	conference	conference	NOUN
easat-1684	280	7	on	on	ADP
easat-1684	280	8	advanced	advanced	ADJ
easat-1684	280	9	technologies	technology	NOUN
easat-1684	280	10	for	for	ADP
easat-1684	280	11	signal	signal	NOUN
easat-1684	280	12	and	and	CCONJ
easat-1684	280	13	image	image	NOUN
easat-1684	280	14	processing	processing	NOUN
easat-1684	280	15	(	(	PUNCT
easat-1684	280	16	atsip	atsip	NOUN
easat-1684	280	17	)	)	PUNCT
easat-1684	280	18	,	,	PUNCT
easat-1684	280	19	pp	pp	ADP
easat-1684	280	20	.	.	PUNCT
easat-1684	281	1	7–11	7–11	NOUN
easat-1684	281	2	(	(	PUNCT
easat-1684	281	3	2014	2014	NUM
easat-1684	281	4	)	)	PUNCT
easat-1684	281	5	.	.	PUNCT
easat-1684	282	1	https://doi.org/10.1109/atsip.2014.6834580	https://doi.org/10.1109/atsip.2014.6834580	PROPN
easat-1684	282	2	[	[	X
easat-1684	282	3	3	3	NUM
easat-1684	282	4	]	]	SYM
easat-1684	282	5	pardede	pardede	NOUN
easat-1684	282	6	,	,	PUNCT
easat-1684	282	7	h.	h.	PROPN
easat-1684	282	8	,	,	PUNCT
easat-1684	282	9	ramli	ramli	PROPN
easat-1684	282	10	,	,	PUNCT
easat-1684	282	11	k.	k.	PROPN
easat-1684	282	12	,	,	PUNCT
easat-1684	282	13	suryanto	suryanto	NOUN
easat-1684	282	14	,	,	PUNCT
easat-1684	282	15	y.	y.	PROPN
easat-1684	282	16	,	,	PUNCT
easat-1684	282	17	hayati	hayati	NOUN
easat-1684	282	18	,	,	PUNCT
easat-1684	282	19	n.	n.	NOUN
easat-1684	282	20	,	,	PUNCT
easat-1684	282	21	presekal	presekal	NOUN
easat-1684	282	22	,	,	PUNCT
easat-1684	282	23	a.	a.	NOUN
easat-1684	282	24	:	:	PUNCT
easat-1684	282	25	speech	speech	NOUN
easat-1684	282	26	enhancement	enhancement	NOUN
easat-1684	282	27	for	for	ADP
easat-1684	282	28	secure	secure	ADJ
easat-1684	282	29	communication	communication	NOUN
easat-1684	282	30	using	use	VERB
easat-1684	282	31	coupled	couple	VERB
easat-1684	282	32	spectral	spectral	ADJ
easat-1684	282	33	subtraction	subtraction	NOUN
easat-1684	282	34	and	and	CCONJ
easat-1684	282	35	wiener	wiener	NOUN
easat-1684	282	36	filter	filter	NOUN
easat-1684	282	37	.	.	PUNCT
easat-1684	283	1	electronics	electronic	NOUN
easat-1684	283	2	8(8	8(8	NUM
easat-1684	283	3	)	)	PUNCT
easat-1684	283	4	(	(	PUNCT
easat-1684	283	5	2019	2019	NUM
easat-1684	283	6	)	)	PUNCT
easat-1684	283	7	https://doi.org/10.3390/electronics8080897	https://doi.org/10.3390/electronics8080897	NOUN
easat-1684	284	1	[	[	X
easat-1684	284	2	4	4	NUM
easat-1684	284	3	]	]	X
easat-1684	284	4	lee	lee	PROPN
easat-1684	284	5	,	,	PUNCT
easat-1684	284	6	l.-s	l.-s	PROPN
easat-1684	284	7	.	.	PUNCT
easat-1684	284	8	,	,	PUNCT
easat-1684	284	9	chou	chou	NOUN
easat-1684	284	10	,	,	PUNCT
easat-1684	284	11	g.-c	g.-c	NOUN
easat-1684	284	12	.	.	PUNCT
easat-1684	285	1	:	:	PUNCT
easat-1684	286	1	asynchronous	asynchronous	ADJ
easat-1684	286	2	speech	speech	NOUN
easat-1684	286	3	encryption	encryption	NOUN
easat-1684	286	4	formulation	formulation	NOUN
easat-1684	286	5	and	and	CCONJ
easat-1684	286	6	simulation	simulation	NOUN
easat-1684	286	7	.	.	PUNCT
easat-1684	287	1	in	in	ADP
easat-1684	287	2	:	:	PUNCT
easat-1684	287	3	milcom	milcom	PROPN
easat-1684	287	4	1983	1983	NUM
easat-1684	287	5	ieee	ieee	PROPN
easat-1684	287	6	military	military	PROPN
easat-1684	287	7	communications	communication	NOUN
easat-1684	287	8	conference	conference	NOUN
easat-1684	287	9	,	,	PUNCT
easat-1684	287	10	vol	vol	NOUN
easat-1684	287	11	.	.	PROPN
easat-1684	288	1	3	3	NUM
easat-1684	288	2	,	,	PUNCT
easat-1684	288	3	pp	pp	ADJ
easat-1684	288	4	.	.	PUNCT
easat-1684	289	1	791–795	791–795	NUM
easat-1684	289	2	(	(	PUNCT
easat-1684	289	3	1983	1983	NUM
easat-1684	289	4	)	)	PUNCT
easat-1684	289	5	.	.	PUNCT
easat-1684	290	1	https://doi.org/10.1109/milcom.1983.4794809	https://doi.org/10.1109/milcom.1983.4794809	PROPN
easat-1684	290	2	[	[	X
easat-1684	290	3	5	5	NUM
easat-1684	290	4	]	]	PUNCT
easat-1684	290	5	sathiyamurthi	sathiyamurthi	PROPN
easat-1684	290	6	,	,	PUNCT
easat-1684	290	7	p.	p.	NOUN
easat-1684	290	8	,	,	PUNCT
easat-1684	290	9	ramakrishnan	ramakrishnan	PROPN
easat-1684	290	10	,	,	PUNCT
easat-1684	290	11	s.	s.	PROPN
easat-1684	290	12	:	:	PUNCT
easat-1684	290	13	speech	speech	NOUN
easat-1684	290	14	encryption	encryption	NOUN
easat-1684	290	15	algorithm	algorithm	NOUN
easat-1684	290	16	using	use	VERB
easat-1684	290	17	fft	fft	PROPN
easat-1684	290	18	and	and	CCONJ
easat-1684	290	19	3d	3d	NUM
easat-1684	290	20	-	-	PUNCT
easat-1684	290	21	lorenz	lorenz	PROPN
easat-1684	290	22	–	–	PUNCT
easat-1684	290	23	logistic	logistic	ADJ
easat-1684	290	24	chaotic	chaotic	ADJ
easat-1684	290	25	map	map	NOUN
easat-1684	290	26	.	.	PUNCT
easat-1684	291	1	multimedia	multimedia	NOUN
easat-1684	291	2	tools	tool	NOUN
easat-1684	291	3	and	and	CCONJ
easat-1684	291	4	applications	application	NOUN
easat-1684	291	5	79(25	79(25	NOUN
easat-1684	291	6	)	)	PUNCT
easat-1684	291	7	,	,	PUNCT
easat-1684	291	8	17817–17835	17817–17835	NUM
easat-1684	291	9	(	(	PUNCT
easat-1684	291	10	2020	2020	NUM
easat-1684	291	11	)	)	PUNCT
easat-1684	292	1	[	[	X
easat-1684	292	2	6	6	NUM
easat-1684	292	3	]	]	X
easat-1684	292	4	matthews	matthew	NOUN
easat-1684	292	5	,	,	PUNCT
easat-1684	292	6	r.	r.	PROPN
easat-1684	292	7	:	:	PUNCT
easat-1684	292	8	on	on	ADP
easat-1684	292	9	the	the	DET
easat-1684	292	10	derivation	derivation	NOUN
easat-1684	292	11	of	of	ADP
easat-1684	292	12	a	a	DET
easat-1684	292	13	“	"	PUNCT
easat-1684	292	14	chaotic	chaotic	ADJ
easat-1684	292	15	”	"	PUNCT
easat-1684	292	16	encryption	encryption	NOUN
easat-1684	292	17	algorithm	algorithm	NOUN
easat-1684	292	18	.	.	PUNCT
easat-1684	293	1	cryptologia	cryptologia	NOUN
easat-1684	293	2	13(1	13(1	NUM
easat-1684	293	3	)	)	PUNCT
easat-1684	293	4	,	,	PUNCT
easat-1684	293	5	29–42	29–42	NUM
easat-1684	293	6	(	(	PUNCT
easat-1684	293	7	1989	1989	NUM
easat-1684	293	8	)	)	PUNCT
easat-1684	294	1	[	[	X
easat-1684	294	2	7	7	X
easat-1684	294	3	]	]	X
easat-1684	294	4	mosa	mosa	PROPN
easat-1684	294	5	,	,	PUNCT
easat-1684	294	6	e.	e.	PROPN
easat-1684	294	7	,	,	PUNCT
easat-1684	294	8	messiha	messiha	PROPN
easat-1684	294	9	,	,	PUNCT
easat-1684	294	10	n.w	n.w	PROPN
easat-1684	294	11	.	.	PROPN
easat-1684	294	12	,	,	PUNCT
easat-1684	294	13	zahran	zahran	NOUN
easat-1684	294	14	,	,	PUNCT
easat-1684	294	15	o.	o.	PROPN
easat-1684	294	16	,	,	PUNCT
easat-1684	294	17	el	el	PROPN
easat-1684	294	18	-	-	PUNCT
easat-1684	294	19	samie	samie	PROPN
easat-1684	294	20	,	,	PUNCT
easat-1684	294	21	a.	a.	NOUN
easat-1684	294	22	,	,	PUNCT
easat-1684	294	23	fathi	fathi	PROPN
easat-1684	294	24	,	,	PUNCT
easat-1684	294	25	e.	e.	PROPN
easat-1684	294	26	:	:	PUNCT
easat-1684	294	27	chaotic	chaotic	ADJ
easat-1684	294	28	encryption	encryption	NOUN
easat-1684	294	29	of	of	ADP
easat-1684	294	30	speech	speech	NOUN
easat-1684	294	31	signals	signal	NOUN
easat-1684	294	32	.	.	PUNCT
easat-1684	295	1	international	international	ADJ
easat-1684	295	2	journal	journal	PROPN
easat-1684	295	3	of	of	ADP
easat-1684	295	4	speech	speech	NOUN
easat-1684	295	5	technology	technology	NOUN
easat-1684	295	6	14(4	14(4	NOUN
easat-1684	295	7	)	)	PUNCT
easat-1684	295	8	,	,	PUNCT
easat-1684	295	9	285–296	285–296	NUM
easat-1684	295	10	(	(	PUNCT
easat-1684	295	11	2011	2011	NUM
easat-1684	295	12	)	)	PUNCT
easat-1684	296	1	[	[	X
easat-1684	296	2	8	8	NUM
easat-1684	296	3	]	]	X
easat-1684	296	4	lin	lin	PROPN
easat-1684	296	5	,	,	PUNCT
easat-1684	296	6	q.-h	q.-h	PROPN
easat-1684	296	7	.	.	PROPN
easat-1684	296	8	,	,	PUNCT
easat-1684	296	9	yin	yin	PROPN
easat-1684	296	10	,	,	PUNCT
easat-1684	296	11	f.-l	f.-l	PROPN
easat-1684	296	12	.	.	PROPN
easat-1684	296	13	,	,	PUNCT
easat-1684	296	14	mie	mie	PROPN
easat-1684	296	15	,	,	PUNCT
easat-1684	296	16	t.-m	t.-m	NOUN
easat-1684	296	17	.	.	PUNCT
easat-1684	296	18	,	,	PUNCT
easat-1684	296	19	liang	liang	PROPN
easat-1684	296	20	,	,	PUNCT
easat-1684	296	21	h.-l	h.-l	PROPN
easat-1684	296	22	.	.	PUNCT
easat-1684	296	23	:	:	PUNCT
easat-1684	296	24	a	a	DET
easat-1684	296	25	speech	speech	NOUN
easat-1684	296	26	encryption	encryption	NOUN
easat-1684	296	27	algorithm	algorithm	NOUN
easat-1684	296	28	based	base	VERB
easat-1684	296	29	on	on	ADP
easat-1684	296	30	blind	blind	ADJ
easat-1684	296	31	source	source	NOUN
easat-1684	296	32	separation	separation	NOUN
easat-1684	296	33	.	.	PUNCT
easat-1684	297	1	in	in	ADP
easat-1684	297	2	:	:	PUNCT
easat-1684	297	3	2004	2004	NUM
easat-1684	297	4	international	international	ADJ
easat-1684	297	5	conference	conference	NOUN
easat-1684	297	6	on	on	ADP
easat-1684	297	7	communications	communication	NOUN
easat-1684	297	8	,	,	PUNCT
easat-1684	297	9	circuits	circuit	NOUN
easat-1684	297	10	and	and	CCONJ
easat-1684	297	11	systems	system	NOUN
easat-1684	297	12	(	(	PUNCT
easat-1684	297	13	ieee	ieee	NOUN
easat-1684	297	14	cat	cat	NOUN
easat-1684	297	15	.	.	PUNCT
easat-1684	297	16	no.04ex914	no.04ex914	X
easat-1684	297	17	)	)	PUNCT
easat-1684	297	18	,	,	PUNCT
easat-1684	297	19	vol	vol	NOUN
easat-1684	297	20	.	.	PROPN
easat-1684	297	21	2	2	NUM
easat-1684	297	22	,	,	PUNCT
easat-1684	297	23	pp	pp	ADJ
easat-1684	297	24	.	.	PUNCT
easat-1684	297	25	1013	1013	NUM
easat-1684	297	26	–	–	PUNCT
easat-1684	297	27	10172	10172	NUM
easat-1684	297	28	(	(	PUNCT
easat-1684	297	29	2004	2004	NUM
easat-1684	297	30	)	)	PUNCT
easat-1684	297	31	.	.	PUNCT
easat-1684	298	1	https://doi.org/10.1109/icccas.2004.1346350	https://doi.org/10.1109/icccas.2004.1346350	PROPN
easat-1684	299	1	[	[	X
easat-1684	299	2	9	9	NUM
easat-1684	299	3	]	]	X
easat-1684	299	4	lin	lin	PROPN
easat-1684	299	5	,	,	PUNCT
easat-1684	299	6	q.-h	q.-h	PROPN
easat-1684	299	7	.	.	PROPN
easat-1684	299	8	,	,	PUNCT
easat-1684	299	9	yin	yin	PROPN
easat-1684	299	10	,	,	PUNCT
easat-1684	299	11	f.-l	f.-l	PROPN
easat-1684	299	12	.	.	PROPN
easat-1684	299	13	,	,	PUNCT
easat-1684	299	14	mei	mei	PROPN
easat-1684	299	15	,	,	PUNCT
easat-1684	299	16	t.-m	t.-m	PROPN
easat-1684	299	17	.	.	PUNCT
easat-1684	299	18	,	,	PUNCT
easat-1684	299	19	liang	liang	PROPN
easat-1684	299	20	,	,	PUNCT
easat-1684	299	21	h.	h.	PROPN
easat-1684	299	22	:	:	PUNCT
easat-1684	299	23	a	a	DET
easat-1684	299	24	blind	blind	ADJ
easat-1684	299	25	source	source	NOUN
easat-1684	299	26	separation	separation	NOUN
easat-1684	299	27	based	base	VERB
easat-1684	299	28	method	method	NOUN
easat-1684	299	29	for	for	ADP
easat-1684	299	30	speech	speech	NOUN
easat-1684	299	31	encryption	encryption	NOUN
easat-1684	299	32	.	.	PUNCT
easat-1684	300	1	ieee	ieee	NOUN
easat-1684	300	2	transactions	transaction	NOUN
easat-1684	300	3	on	on	ADP
easat-1684	300	4	circuits	circuit	NOUN
easat-1684	300	5	and	and	CCONJ
easat-1684	300	6	systems	system	NOUN
easat-1684	300	7	i	i	PRON
easat-1684	300	8	:	:	PUNCT
easat-1684	300	9	regular	regular	ADJ
easat-1684	300	10	papers	paper	NOUN
easat-1684	300	11	53(6	53(6	PROPN
easat-1684	300	12	)	)	PUNCT
easat-1684	300	13	,	,	PUNCT
easat-1684	300	14	1320–1328	1320–1328	NUM
easat-1684	300	15	(	(	PUNCT
easat-1684	300	16	2006	2006	NUM
easat-1684	300	17	)	)	PUNCT
easat-1684	301	1	[	[	X
easat-1684	301	2	10	10	NUM
easat-1684	301	3	]	]	X
easat-1684	301	4	lima	lima	PROPN
easat-1684	301	5	,	,	PUNCT
easat-1684	301	6	j.b	j.b	PROPN
easat-1684	301	7	.	.	PROPN
easat-1684	301	8	,	,	PUNCT
easat-1684	301	9	silva	silva	PROPN
easat-1684	301	10	neto	neto	PROPN
easat-1684	301	11	,	,	PUNCT
easat-1684	301	12	e.f	e.f	PROPN
easat-1684	301	13	.	.	PROPN
easat-1684	301	14	:	:	PUNCT
easat-1684	301	15	audio	audio	NOUN
easat-1684	301	16	encryption	encryption	NOUN
easat-1684	301	17	based	base	VERB
easat-1684	301	18	on	on	ADP
easat-1684	301	19	the	the	DET
easat-1684	301	20	cosine	cosine	NOUN
easat-1684	301	21	number	number	NOUN
easat-1684	301	22	transform	transform	NOUN
easat-1684	301	23	.	.	PUNCT
easat-1684	302	1	multimedia	multimedia	NOUN
easat-1684	302	2	tools	tool	NOUN
easat-1684	302	3	and	and	CCONJ
easat-1684	302	4	applications	application	NOUN
easat-1684	302	5	75(14	75(14	NUM
easat-1684	302	6	)	)	PUNCT
easat-1684	302	7	,	,	PUNCT
easat-1684	302	8	8403–8418	8403–8418	NUM
easat-1684	302	9	(	(	PUNCT
easat-1684	302	10	2016	2016	NUM
easat-1684	302	11	)	)	PUNCT
easat-1684	303	1	[	[	X
easat-1684	303	2	11	11	NUM
easat-1684	303	3	]	]	PUNCT
easat-1684	303	4	boll	boll	NOUN
easat-1684	303	5	,	,	PUNCT
easat-1684	303	6	s.	s.	PROPN
easat-1684	303	7	:	:	PUNCT
easat-1684	303	8	suppression	suppression	NOUN
easat-1684	303	9	of	of	ADP
easat-1684	303	10	acoustic	acoustic	ADJ
easat-1684	303	11	noise	noise	NOUN
easat-1684	303	12	in	in	ADP
easat-1684	303	13	speech	speech	NOUN
easat-1684	303	14	using	use	VERB
easat-1684	303	15	spectral	spectral	ADJ
easat-1684	303	16	subtraction	subtraction	NOUN
easat-1684	303	17	.	.	PUNCT
easat-1684	304	1	ieee	ieee	NOUN
easat-1684	304	2	transactions	transaction	NOUN
easat-1684	304	3	on	on	ADP
easat-1684	304	4	acoustics	acoustic	NOUN
easat-1684	304	5	,	,	PUNCT
easat-1684	304	6	speech	speech	NOUN
easat-1684	304	7	,	,	PUNCT
easat-1684	304	8	and	and	CCONJ
easat-1684	304	9	signal	signal	VERB
easat-1684	304	10	processing	process	VERB
easat-1684	304	11	27(2	27(2	NUM
easat-1684	304	12	)	)	PUNCT
easat-1684	304	13	,	,	PUNCT
easat-1684	304	14	113–120	113–120	NUM
easat-1684	304	15	(	(	PUNCT
easat-1684	304	16	1979	1979	NUM
easat-1684	304	17	)	)	PUNCT
easat-1684	305	1	[	[	X
easat-1684	305	2	12	12	NUM
easat-1684	305	3	]	]	X
easat-1684	305	4	el	el	PROPN
easat-1684	305	5	-	-	PUNCT
easat-1684	305	6	fattah	fattah	PROPN
easat-1684	305	7	,	,	PUNCT
easat-1684	305	8	a.	a.	NOUN
easat-1684	305	9	,	,	PUNCT
easat-1684	305	10	marwa	marwa	PROPN
easat-1684	305	11	,	,	PUNCT
easat-1684	305	12	a.	a.	NOUN
easat-1684	305	13	,	,	PUNCT
easat-1684	305	14	dessouky	dessouky	NOUN
easat-1684	305	15	,	,	PUNCT
easat-1684	305	16	m.i	m.i	PROPN
easat-1684	305	17	.	.	PROPN
easat-1684	305	18	,	,	PUNCT
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easat-1684	305	20	,	,	PUNCT
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easat-1684	305	22	,	,	PUNCT
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easat-1684	305	24	,	,	PUNCT
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easat-1684	305	29	-	-	PROPN
easat-1684	305	30	rabaie	rabaie	PROPN
easat-1684	305	31	,	,	PUNCT
easat-1684	305	32	e.-s.m	e.-s.m	PROPN
easat-1684	305	33	.	.	PROPN
easat-1684	305	34	,	,	PUNCT
easat-1684	305	35	al	al	PROPN
easat-1684	305	36	-	-	PUNCT
easat-1684	305	37	nuaimy	nuaimy	PROPN
easat-1684	305	38	,	,	PUNCT
easat-1684	305	39	w.	w.	PROPN
easat-1684	305	40	,	,	PUNCT
easat-1684	305	41	alshebeili	alshebeili	PROPN
easat-1684	305	42	,	,	PUNCT
easat-1684	305	43	s.a	s.a	PROPN
easat-1684	305	44	.	.	PROPN
easat-1684	305	45	,	,	PUNCT
easat-1684	305	46	el	el	PROPN
easat-1684	305	47	-	-	PUNCT
easat-1684	305	48	samie	samie	PROPN
easat-1684	305	49	,	,	PUNCT
easat-1684	305	50	a.	a.	NOUN
easat-1684	305	51	,	,	PUNCT
easat-1684	305	52	fathi	fathi	PROPN
easat-1684	305	53	,	,	PUNCT
easat-1684	305	54	e.	e.	PROPN
easat-1684	305	55	:	:	PUNCT
easat-1684	305	56	speech	speech	NOUN
easat-1684	305	57	enhancement	enhancement	NOUN
easat-1684	305	58	with	with	ADP
easat-1684	305	59	an	an	DET
easat-1684	305	60	adaptive	adaptive	ADJ
easat-1684	305	61	wiener	wiener	NOUN
easat-1684	305	62	filter	filter	NOUN
easat-1684	305	63	.	.	PUNCT
easat-1684	306	1	international	international	ADJ
easat-1684	306	2	journal	journal	PROPN
easat-1684	306	3	of	of	ADP
easat-1684	306	4	speech	speech	NOUN
easat-1684	306	5	technology	technology	NOUN
easat-1684	306	6	17(1	17(1	NUM
easat-1684	306	7	)	)	PUNCT
easat-1684	306	8	,	,	PUNCT
easat-1684	306	9	53–64	53–64	NUM
easat-1684	306	10	(	(	PUNCT
easat-1684	306	11	2014	2014	NUM
easat-1684	306	12	)	)	PUNCT
easat-1684	307	1	[	[	X
easat-1684	307	2	13	13	NUM
easat-1684	307	3	]	]	SYM
easat-1684	307	4	yelwande	yelwande	PROPN
easat-1684	307	5	,	,	PUNCT
easat-1684	307	6	a.	a.	NOUN
easat-1684	307	7	,	,	PUNCT
easat-1684	307	8	kansal	kansal	NOUN
easat-1684	307	9	,	,	PUNCT
easat-1684	307	10	s.	s.	PROPN
easat-1684	307	11	,	,	PUNCT
easat-1684	307	12	dixit	dixit	PROPN
easat-1684	307	13	,	,	PUNCT
easat-1684	307	14	a.	a.	NOUN
easat-1684	307	15	:	:	PUNCT
easat-1684	307	16	adaptive	adaptive	ADJ
easat-1684	307	17	wiener	wiener	NOUN
easat-1684	307	18	filter	filter	NOUN
easat-1684	307	19	for	for	ADP
easat-1684	307	20	speech	speech	NOUN
easat-1684	307	21	enhancement	enhancement	NOUN
easat-1684	307	22	.	.	PUNCT
easat-1684	308	1	in	in	ADP
easat-1684	308	2	:	:	PUNCT
easat-1684	308	3	2017	2017	NUM
easat-1684	308	4	international	international	ADJ
easat-1684	308	5	conference	conference	NOUN
easat-1684	308	6	on	on	ADP
easat-1684	308	7	information	information	NOUN
easat-1684	308	8	,	,	PUNCT
easat-1684	308	9	communication	communication	NOUN
easat-1684	308	10	,	,	PUNCT
easat-1684	308	11	instrumentation	instrumentation	NOUN
easat-1684	308	12	and	and	CCONJ
easat-1684	308	13	control	control	NOUN
easat-1684	308	14	(	(	PUNCT
easat-1684	308	15	icicic	icicic	PROPN
easat-1684	308	16	)	)	PUNCT
easat-1684	308	17	,	,	PUNCT
easat-1684	308	18	pp	pp	PROPN
easat-1684	308	19	.	.	PUNCT
easat-1684	309	1	1–4	1–4	PROPN
easat-1684	309	2	(	(	PUNCT
easat-1684	309	3	2017	2017	NUM
easat-1684	309	4	)	)	PUNCT
easat-1684	309	5	.	.	PUNCT
easat-1684	310	1	ieee	ieee	PROPN
easat-1684	310	2	[	[	X
easat-1684	310	3	14	14	NUM
easat-1684	310	4	]	]	PUNCT
easat-1684	310	5	paliwal	paliwal	NOUN
easat-1684	310	6	,	,	PUNCT
easat-1684	310	7	k.	k.	PROPN
easat-1684	310	8	,	,	PUNCT
easat-1684	310	9	basu	basu	PROPN
easat-1684	310	10	,	,	PUNCT
easat-1684	310	11	a.	a.	NOUN
easat-1684	310	12	:	:	PUNCT
easat-1684	310	13	a	a	DET
easat-1684	310	14	speech	speech	NOUN
easat-1684	310	15	enhancement	enhancement	NOUN
easat-1684	310	16	method	method	NOUN
easat-1684	310	17	based	base	VERB
easat-1684	310	18	on	on	ADP
easat-1684	310	19	kalman	kalman	PROPN
easat-1684	310	20	filtering	filtering	PROPN
easat-1684	310	21	.	.	PUNCT
easat-1684	311	1	in	in	ADP
easat-1684	311	2	:	:	PUNCT
easat-1684	311	3	icassp’87	icassp’87	PROPN
easat-1684	311	4	.	.	PUNCT
easat-1684	312	1	ieee	ieee	PROPN
easat-1684	312	2	international	international	PROPN
easat-1684	312	3	conference	conference	NOUN
easat-1684	312	4	on	on	ADP
easat-1684	312	5	acoustics	acoustic	NOUN
easat-1684	312	6	,	,	PUNCT
easat-1684	312	7	speech	speech	NOUN
easat-1684	312	8	,	,	PUNCT
easat-1684	312	9	and	and	CCONJ
easat-1684	312	10	signal	signal	NOUN
easat-1684	312	11	processing	processing	NOUN
easat-1684	312	12	,	,	PUNCT
easat-1684	312	13	vol	vol	NOUN
easat-1684	312	14	.	.	PROPN
easat-1684	312	15	12	12	NUM
easat-1684	312	16	,	,	PUNCT
easat-1684	312	17	pp	pp	ADJ
easat-1684	312	18	.	.	PUNCT
easat-1684	313	1	177–180	177–180	NUM
easat-1684	313	2	(	(	PUNCT
easat-1684	313	3	1987	1987	NUM
easat-1684	313	4	)	)	PUNCT
easat-1684	313	5	.	.	PUNCT
easat-1684	314	1	ieee	ieee	NOUN
easat-1684	314	2	[	[	X
easat-1684	314	3	15	15	NUM
easat-1684	314	4	]	]	X
easat-1684	314	5	barnov	barnov	NOUN
easat-1684	314	6	,	,	PUNCT
easat-1684	314	7	a.	a.	PROPN
easat-1684	314	8	,	,	PUNCT
easat-1684	314	9	bracha	bracha	PROPN
easat-1684	314	10	,	,	PUNCT
easat-1684	314	11	v.b	v.b	PROPN
easat-1684	314	12	.	.	PROPN
easat-1684	314	13	,	,	PUNCT
easat-1684	314	14	markovich	markovich	PROPN
easat-1684	314	15	-	-	PUNCT
easat-1684	314	16	golan	golan	PROPN
easat-1684	314	17	,	,	PUNCT
easat-1684	314	18	s.	s.	PROPN
easat-1684	314	19	:	:	PUNCT
easat-1684	314	20	qrd	qrd	VERB
easat-1684	314	21	based	base	VERB
easat-1684	314	22	mvdr	mvdr	NOUN
easat-1684	314	23	beamforming	beamforme	VERB
easat-1684	314	24	for	for	ADP
easat-1684	314	25	fast	fast	ADJ
easat-1684	314	26	tracking	tracking	NOUN
easat-1684	314	27	of	of	ADP
easat-1684	314	28	speech	speech	NOUN
easat-1684	314	29	and	and	CCONJ
easat-1684	314	30	noise	noise	NOUN
easat-1684	314	31	dynamics	dynamic	NOUN
easat-1684	314	32	.	.	PUNCT
easat-1684	315	1	in	in	ADP
easat-1684	315	2	:	:	PUNCT
easat-1684	315	3	2017	2017	NUM
easat-1684	315	4	ieee	ieee	NOUN
easat-1684	315	5	workshop	workshop	NOUN
easat-1684	315	6	on	on	ADP
easat-1684	315	7	applications	application	NOUN
easat-1684	315	8	of	of	ADP
easat-1684	315	9	signal	signal	NOUN
easat-1684	315	10	processing	processing	NOUN
easat-1684	315	11	to	to	ADP
easat-1684	315	12	audio	audio	NOUN
easat-1684	315	13	and	and	CCONJ
easat-1684	315	14	acoustics	acoustic	NOUN
easat-1684	315	15	(	(	PUNCT
easat-1684	315	16	waspaa	waspaa	NOUN
easat-1684	315	17	)	)	PUNCT
easat-1684	315	18	,	,	PUNCT
easat-1684	315	19	pp	pp	PROPN
easat-1684	315	20	.	.	PUNCT
easat-1684	315	21	369	369	NUM
easat-1684	315	22	–	–	PUNCT
easat-1684	315	23	373	373	NUM
easat-1684	315	24	(	(	PUNCT
easat-1684	315	25	2017	2017	NUM
easat-1684	315	26	)	)	PUNCT
easat-1684	315	27	.	.	PUNCT
easat-1684	316	1	ieee	ieee	NOUN
easat-1684	316	2	[	[	X
easat-1684	316	3	16	16	NUM
easat-1684	316	4	]	]	X
easat-1684	316	5	lu	lu	PROPN
easat-1684	316	6	,	,	PUNCT
easat-1684	316	7	c.-t	c.-t	PROPN
easat-1684	316	8	.	.	PUNCT
easat-1684	316	9	,	,	PUNCT
easat-1684	316	10	lei	lei	PROPN
easat-1684	316	11	,	,	PUNCT
easat-1684	316	12	c.-l	c.-l	NOUN
easat-1684	316	13	.	.	PUNCT
easat-1684	316	14	,	,	PUNCT
easat-1684	316	15	shen	shen	NOUN
easat-1684	316	16	,	,	PUNCT
easat-1684	316	17	j.-h	j.-h	PROPN
easat-1684	316	18	.	.	PUNCT
easat-1684	316	19	,	,	PUNCT
easat-1684	316	20	wang	wang	PROPN
easat-1684	316	21	,	,	PUNCT
easat-1684	316	22	l.-l	l.-l	PROPN
easat-1684	316	23	.	.	PROPN
easat-1684	316	24	,	,	PUNCT
easat-1684	316	25	tseng	tseng	PROPN
easat-1684	316	26	,	,	PUNCT
easat-1684	316	27	k.-f	k.-f	PROPN
easat-1684	316	28	.	.	PUNCT
easat-1684	316	29	:	:	PUNCT
easat-1684	317	1	estimation	estimation	NOUN
easat-1684	317	2	of	of	ADP
easat-1684	317	3	noise	noise	NOUN
easat-1684	317	4	magnitude	magnitude	NOUN
easat-1684	317	5	for	for	ADP
easat-1684	317	6	speech	speech	NOUN
easat-1684	317	7	denoising	denoising	NOUN
easat-1684	317	8	using	use	VERB
easat-1684	317	9	minima	minima	NOUN
easat-1684	317	10	-	-	PUNCT
easat-1684	317	11	controlled	control	VERB
easat-1684	317	12	-	-	PUNCT
easat-1684	317	13	recursive	recursive	ADJ
easat-1684	317	14	-	-	PUNCT
easat-1684	317	15	averaging	average	VERB
easat-1684	317	16	algorithm	algorithm	NOUN
easat-1684	317	17	adapted	adapt	VERB
easat-1684	317	18	by	by	ADP
easat-1684	317	19	harmonic	harmonic	ADJ
easat-1684	317	20	properties	property	NOUN
easat-1684	317	21	.	.	PUNCT
easat-1684	318	1	applied	apply	VERB
easat-1684	318	2	sciences	science	NOUN
easat-1684	318	3	7(1	7(1	NUM
easat-1684	318	4	)	)	PUNCT
easat-1684	318	5	,	,	PUNCT
easat-1684	318	6	9	9	NUM
easat-1684	318	7	(	(	PUNCT
easat-1684	318	8	2016	2016	NUM
easat-1684	318	9	)	)	PUNCT
easat-1684	319	1	[	[	X
easat-1684	319	2	17	17	NUM
easat-1684	319	3	]	]	PUNCT
easat-1684	319	4	he	he	PRON
easat-1684	319	5	,	,	PUNCT
easat-1684	319	6	q.	q.	PROPN
easat-1684	319	7	,	,	PUNCT
easat-1684	319	8	bao	bao	PROPN
easat-1684	319	9	,	,	PUNCT
easat-1684	319	10	f.	f.	PROPN
easat-1684	319	11	,	,	PUNCT
easat-1684	319	12	bao	bao	PROPN
easat-1684	319	13	,	,	PUNCT
easat-1684	319	14	c.	c.	NOUN
easat-1684	319	15	:	:	PUNCT
easat-1684	319	16	multiplicative	multiplicative	ADJ
easat-1684	319	17	update	update	NOUN
easat-1684	319	18	of	of	ADP
easat-1684	319	19	auto	auto	NOUN
easat-1684	319	20	-	-	PUNCT
easat-1684	319	21	regressive	regressive	ADJ
easat-1684	319	22	gains	gain	NOUN
easat-1684	319	23	for	for	ADP
easat-1684	319	24	codebook	codebook	NOUN
easat-1684	319	25	-	-	PUNCT
easat-1684	319	26	based	base	VERB
easat-1684	319	27	speech	speech	NOUN
easat-1684	319	28	enhancement	enhancement	NOUN
easat-1684	319	29	.	.	PUNCT
easat-1684	320	1	ieee	ieee	PROPN
easat-1684	320	2	/	/	SYM
easat-1684	320	3	acm	acm	PROPN
easat-1684	320	4	transactions	transaction	NOUN
easat-1684	320	5	on	on	ADP
easat-1684	320	6	audio	audio	NOUN
easat-1684	320	7	,	,	PUNCT
easat-1684	320	8	speech	speech	NOUN
easat-1684	320	9	,	,	PUNCT
easat-1684	320	10	and	and	CCONJ
easat-1684	320	11	language	language	NOUN
easat-1684	320	12	processing	processing	NOUN
easat-1684	320	13	25(3	25(3	NUM
easat-1684	320	14	)	)	PUNCT
easat-1684	320	15	,	,	PUNCT
easat-1684	320	16	457–468	457–468	PROPN
easat-1684	320	17	(	(	PUNCT
easat-1684	320	18	2016	2016	NUM
easat-1684	320	19	)	)	PUNCT
easat-1684	321	1	[	[	X
easat-1684	321	2	18	18	NUM
easat-1684	321	3	]	]	PUNCT
easat-1684	321	4	xu	xu	PROPN
easat-1684	321	5	,	,	PUNCT
easat-1684	321	6	y.	y.	PROPN
easat-1684	321	7	,	,	PUNCT
easat-1684	321	8	du	du	PROPN
easat-1684	321	9	,	,	PUNCT
easat-1684	321	10	j.	j.	PROPN
easat-1684	321	11	,	,	PUNCT
easat-1684	321	12	dai	dai	PROPN
easat-1684	321	13	,	,	PUNCT
easat-1684	321	14	l.-r	l.-r	NOUN
easat-1684	321	15	.	.	PUNCT
easat-1684	321	16	,	,	PUNCT
easat-1684	321	17	lee	lee	PROPN
easat-1684	321	18	,	,	PUNCT
easat-1684	321	19	c.-h	c.-h	PROPN
easat-1684	321	20	.	.	PUNCT
easat-1684	321	21	:	:	PUNCT
easat-1684	322	1	an	an	DET
easat-1684	322	2	experimental	experimental	ADJ
easat-1684	322	3	study	study	NOUN
easat-1684	322	4	on	on	ADP
easat-1684	322	5	speech	speech	NOUN
easat-1684	322	6	enhancement	enhancement	NOUN
easat-1684	322	7	based	base	VERB
easat-1684	322	8	on	on	ADP
easat-1684	322	9	deep	deep	ADJ
easat-1684	322	10	neural	neural	ADJ
easat-1684	322	11	networks	network	NOUN
easat-1684	322	12	.	.	PUNCT
easat-1684	323	1	ieee	ieee	NOUN
easat-1684	323	2	signal	signal	NOUN
easat-1684	323	3	processing	processing	NOUN
easat-1684	323	4	letters	letter	NOUN
easat-1684	323	5	21(1	21(1	NUM
easat-1684	323	6	)	)	PUNCT
easat-1684	323	7	,	,	PUNCT
easat-1684	323	8	65–68	65–68	NUM
easat-1684	323	9	(	(	PUNCT
easat-1684	323	10	2013	2013	NUM
easat-1684	323	11	)	)	PUNCT
easat-1684	324	1	[	[	X
easat-1684	324	2	19	19	NUM
easat-1684	324	3	]	]	SYM
easat-1684	324	4	xu	xu	PROPN
easat-1684	324	5	,	,	PUNCT
easat-1684	324	6	y.	y.	PROPN
easat-1684	324	7	,	,	PUNCT
easat-1684	324	8	du	du	PROPN
easat-1684	324	9	,	,	PUNCT
easat-1684	324	10	j.	j.	PROPN
easat-1684	324	11	,	,	PUNCT
easat-1684	324	12	dai	dai	PROPN
easat-1684	324	13	,	,	PUNCT
easat-1684	324	14	l.-r	l.-r	NOUN
easat-1684	324	15	.	.	PUNCT
easat-1684	324	16	,	,	PUNCT
easat-1684	324	17	lee	lee	PROPN
easat-1684	324	18	,	,	PUNCT
easat-1684	324	19	c.-h	c.-h	PROPN
easat-1684	324	20	.	.	PUNCT
easat-1684	324	21	:	:	PUNCT
easat-1684	325	1	a	a	DET
easat-1684	325	2	regression	regression	NOUN
easat-1684	325	3	approach	approach	NOUN
easat-1684	325	4	to	to	ADP
easat-1684	325	5	speech	speech	NOUN
easat-1684	325	6	enhancement	enhancement	NOUN
easat-1684	325	7	based	base	VERB
easat-1684	325	8	on	on	ADP
easat-1684	325	9	deep	deep	ADJ
easat-1684	325	10	neural	neural	ADJ
easat-1684	325	11	networks	network	NOUN
easat-1684	325	12	.	.	PUNCT
easat-1684	326	1	ieee	ieee	PROPN
easat-1684	326	2	/	/	SYM
easat-1684	326	3	acm	acm	PROPN
easat-1684	326	4	transactions	transaction	NOUN
easat-1684	326	5	on	on	ADP
easat-1684	326	6	audio	audio	NOUN
easat-1684	326	7	,	,	PUNCT
easat-1684	326	8	speech	speech	NOUN
easat-1684	326	9	,	,	PUNCT
easat-1684	326	10	and	and	CCONJ
easat-1684	326	11	language	language	NOUN
easat-1684	326	12	processing	processing	NOUN
easat-1684	326	13	23(1	23(1	NOUN
easat-1684	326	14	)	)	PUNCT
easat-1684	326	15	,	,	PUNCT
easat-1684	326	16	7–19	7–19	NOUN
easat-1684	326	17	(	(	PUNCT
easat-1684	326	18	2014	2014	NUM
easat-1684	326	19	)	)	PUNCT
easat-1684	327	1	[	[	X
easat-1684	327	2	20	20	NUM
easat-1684	327	3	]	]	X
easat-1684	327	4	lin	lin	PROPN
easat-1684	327	5	,	,	PUNCT
easat-1684	327	6	s.	s.	PROPN
easat-1684	327	7	,	,	PUNCT
easat-1684	327	8	zhang	zhang	PROPN
easat-1684	327	9	,	,	PUNCT
easat-1684	327	10	w.	w.	PROPN
easat-1684	327	11	,	,	PUNCT
easat-1684	327	12	qian	qian	PROPN
easat-1684	327	13	,	,	PUNCT
easat-1684	327	14	y.	y.	NOUN
easat-1684	327	15	:	:	PUNCT
easat-1684	327	16	two	two	NUM
easat-1684	327	17	-	-	PUNCT
easat-1684	327	18	stage	stage	NOUN
easat-1684	327	19	single	single	ADJ
easat-1684	327	20	-	-	PUNCT
easat-1684	327	21	channel	channel	NOUN
easat-1684	327	22	speech	speech	NOUN
easat-1684	327	23	enhancement	enhancement	NOUN
easat-1684	327	24	with	with	ADP
easat-1684	327	25	multi	multi	ADJ
easat-1684	327	26	-	-	ADJ
easat-1684	327	27	frame	frame	ADJ
easat-1684	327	28	filtering	filtering	NOUN
easat-1684	327	29	.	.	PUNCT
easat-1684	328	1	applied	apply	VERB
easat-1684	328	2	sciences	science	NOUN
easat-1684	328	3	13(8	13(8	NUM
easat-1684	328	4	)	)	PUNCT
easat-1684	328	5	(	(	PUNCT
easat-1684	328	6	2023	2023	NUM
easat-1684	328	7	)	)	PUNCT
easat-1684	329	1	[	[	X
easat-1684	329	2	21	21	NUM
easat-1684	329	3	]	]	X
easat-1684	329	4	lu	lu	PROPN
easat-1684	329	5	,	,	PUNCT
easat-1684	329	6	x.	x.	PROPN
easat-1684	329	7	,	,	PUNCT
easat-1684	329	8	tsao	tsao	PROPN
easat-1684	329	9	,	,	PUNCT
easat-1684	329	10	y.	y.	PROPN
easat-1684	329	11	,	,	PUNCT
easat-1684	329	12	matsuda	matsuda	PROPN
easat-1684	329	13	,	,	PUNCT
easat-1684	329	14	s.	s.	PROPN
easat-1684	329	15	,	,	PUNCT
easat-1684	329	16	hori	hori	PROPN
easat-1684	329	17	,	,	PUNCT
easat-1684	329	18	c.	c.	NOUN
easat-1684	329	19	:	:	PUNCT
easat-1684	329	20	speech	speech	NOUN
easat-1684	329	21	enhancement	enhancement	NOUN
easat-1684	329	22	based	base	VERB
easat-1684	329	23	on	on	ADP
easat-1684	329	24	deep	deep	ADJ
easat-1684	329	25	denoising	denoise	VERB
easat-1684	329	26	autoencoder	autoencoder	NOUN
easat-1684	329	27	.	.	PUNCT
easat-1684	330	1	in	in	ADP
easat-1684	330	2	:	:	PUNCT
easat-1684	330	3	interspeech	interspeech	NOUN
easat-1684	330	4	,	,	PUNCT
easat-1684	330	5	vol	vol	NOUN
easat-1684	330	6	.	.	PROPN
easat-1684	330	7	2013	2013	NUM
easat-1684	330	8	,	,	PUNCT
easat-1684	330	9	pp	pp	ADP
easat-1684	330	10	.	.	PUNCT
easat-1684	331	1	436–440	436–440	NUM
easat-1684	331	2	(	(	PUNCT
easat-1684	331	3	2013	2013	NUM
easat-1684	331	4	)	)	PUNCT
easat-1684	332	1	[	[	X
easat-1684	332	2	22	22	NUM
easat-1684	332	3	]	]	PUNCT
easat-1684	332	4	leglaive	leglaive	NOUN
easat-1684	332	5	,	,	PUNCT
easat-1684	332	6	s.	s.	PROPN
easat-1684	332	7	,	,	PUNCT
easat-1684	332	8	alameda	alameda	PROPN
easat-1684	332	9	-	-	PUNCT
easat-1684	332	10	pineda	pineda	PROPN
easat-1684	332	11	,	,	PUNCT
easat-1684	332	12	x.	x.	NOUN
easat-1684	332	13	,	,	PUNCT
easat-1684	332	14	girin	girin	PROPN
easat-1684	332	15	,	,	PUNCT
easat-1684	332	16	l.	l.	PROPN
easat-1684	332	17	,	,	PUNCT
easat-1684	332	18	horaud	horaud	PROPN
easat-1684	332	19	,	,	PUNCT
easat-1684	332	20	r.	r.	PROPN
easat-1684	332	21	:	:	PUNCT
easat-1684	332	22	a	a	DET
easat-1684	332	23	recurrent	recurrent	ADJ
easat-1684	332	24	variational	variational	ADJ
easat-1684	332	25	autoencoder	autoencoder	NOUN
easat-1684	332	26	for	for	ADP
easat-1684	332	27	speech	speech	NOUN
easat-1684	332	28	enhancement	enhancement	NOUN
easat-1684	332	29	.	.	PUNCT
easat-1684	333	1	in	in	ADP
easat-1684	333	2	:	:	PUNCT
easat-1684	333	3	icassp	icassp	NOUN
easat-1684	333	4	2020	2020	NUM
easat-1684	333	5	-	-	SYM
easat-1684	333	6	2020	2020	NUM
easat-1684	333	7	ieee	ieee	NOUN
easat-1684	333	8	international	international	ADJ
easat-1684	333	9	conference	conference	NOUN
easat-1684	333	10	on	on	ADP
easat-1684	333	11	acoustics	acoustic	NOUN
easat-1684	333	12	,	,	PUNCT
easat-1684	333	13	speech	speech	NOUN
easat-1684	333	14	and	and	CCONJ
easat-1684	333	15	signal	signal	NOUN
easat-1684	333	16	processing	processing	NOUN
easat-1684	333	17	(	(	PUNCT
easat-1684	333	18	icassp	icassp	PROPN
easat-1684	333	19	)	)	PUNCT
easat-1684	333	20	,	,	PUNCT
easat-1684	333	21	pp	pp	ADP
easat-1684	333	22	.	.	PUNCT
easat-1684	334	1	371–375	371–375	NUM
easat-1684	334	2	(	(	PUNCT
easat-1684	334	3	2020	2020	NUM
easat-1684	334	4	)	)	PUNCT
easat-1684	334	5	.	.	PUNCT
easat-1684	335	1	ieee	ieee	NOUN
easat-1684	336	1	[	[	X
easat-1684	336	2	23	23	NUM
easat-1684	336	3	]	]	X
easat-1684	336	4	tawara	tawara	ADJ
easat-1684	336	5	,	,	PUNCT
easat-1684	336	6	n.	n.	NOUN
easat-1684	336	7	,	,	PUNCT
easat-1684	336	8	kobayashi	kobayashi	PROPN
easat-1684	336	9	,	,	PUNCT
easat-1684	336	10	t.	t.	PROPN
easat-1684	336	11	,	,	PUNCT
easat-1684	336	12	ogawa	ogawa	PROPN
easat-1684	336	13	,	,	PUNCT
easat-1684	336	14	t.	t.	PROPN
easat-1684	336	15	:	:	PUNCT
easat-1684	336	16	multi	multi	ADJ
easat-1684	336	17	-	-	ADJ
easat-1684	336	18	channel	channel	NOUN
easat-1684	336	19	speech	speech	NOUN
easat-1684	336	20	enhancement	enhancement	NOUN
easat-1684	336	21	using	use	VERB
easat-1684	336	22	time	time	NOUN
easat-1684	336	23	-	-	PUNCT
easat-1684	336	24	domain	domain	NOUN
easat-1684	336	25	convolutional	convolutional	ADJ
easat-1684	336	26	denoising	denoising	NOUN
easat-1684	336	27	autoencoder	autoencoder	NOUN
easat-1684	336	28	.	.	PUNCT
easat-1684	337	1	in	in	ADP
easat-1684	337	2	:	:	PUNCT
easat-1684	337	3	interspeech	interspeech	NOUN
easat-1684	337	4	,	,	PUNCT
easat-1684	337	5	pp	pp	ADJ
easat-1684	337	6	.	.	PUNCT
easat-1684	338	1	86	86	NUM
easat-1684	338	2	–	–	SYM
easat-1684	338	3	90	90	NUM
easat-1684	338	4	(	(	PUNCT
easat-1684	338	5	2019	2019	NUM
easat-1684	338	6	)	)	PUNCT
easat-1684	339	1	[	[	X
easat-1684	339	2	24	24	NUM
easat-1684	339	3	]	]	SYM
easat-1684	339	4	pandey	pandey	PROPN
easat-1684	339	5	,	,	PUNCT
easat-1684	339	6	a.	a.	PROPN
easat-1684	339	7	,	,	PUNCT
easat-1684	339	8	wang	wang	PROPN
easat-1684	339	9	,	,	PUNCT
easat-1684	339	10	d.	d.	PROPN
easat-1684	339	11	:	:	PUNCT
easat-1684	339	12	a	a	DET
easat-1684	339	13	new	new	ADJ
easat-1684	339	14	framework	framework	NOUN
easat-1684	339	15	for	for	ADP
easat-1684	339	16	cnn	cnn	PROPN
easat-1684	339	17	-	-	PUNCT
easat-1684	339	18	based	base	VERB
easat-1684	339	19	speech	speech	NOUN
easat-1684	339	20	enhancement	enhancement	NOUN
easat-1684	339	21	in	in	ADP
easat-1684	339	22	the	the	DET
easat-1684	339	23	time	time	NOUN
easat-1684	339	24	domain	domain	NOUN
easat-1684	339	25	.	.	PUNCT
easat-1684	340	1	ieee	ieee	PROPN
easat-1684	340	2	/	/	SYM
easat-1684	340	3	acm	acm	PROPN
easat-1684	340	4	transactions	transaction	NOUN
easat-1684	340	5	on	on	ADP
easat-1684	340	6	audio	audio	NOUN
easat-1684	340	7	,	,	PUNCT
easat-1684	340	8	speech	speech	NOUN
easat-1684	340	9	,	,	PUNCT
easat-1684	340	10	and	and	CCONJ
easat-1684	340	11	language	language	NOUN
easat-1684	340	12	processing	processing	NOUN
easat-1684	340	13	27(7	27(7	NOUN
easat-1684	340	14	)	)	PUNCT
easat-1684	340	15	,	,	PUNCT
easat-1684	340	16	1179–1188	1179–1188	NUM
easat-1684	340	17	(	(	PUNCT
easat-1684	340	18	2019	2019	NUM
easat-1684	340	19	)	)	PUNCT
easat-1684	340	20	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1684	340	21	269	269	NUM
easat-1684	340	22	edelweiss	edelweiss	PROPN
easat-1684	340	23	applied	apply	VERB
easat-1684	340	24	science	science	NOUN
easat-1684	340	25	and	and	CCONJ
easat-1684	340	26	technology	technology	NOUN
easat-1684	340	27	issn	issn	PROPN
easat-1684	340	28	:	:	PUNCT
easat-1684	340	29	2576	2576	NUM
easat-1684	340	30	-	-	SYM
easat-1684	340	31	8484	8484	NUM
easat-1684	340	32	vol	vol	NOUN
easat-1684	340	33	.	.	PROPN
easat-1684	340	34	8	8	NUM
easat-1684	340	35	,	,	PUNCT
easat-1684	340	36	no	no	INTJ
easat-1684	340	37	.	.	NOUN
easat-1684	340	38	5	5	NUM
easat-1684	340	39	:	:	SYM
easat-1684	340	40	256	256	NUM
easat-1684	340	41	-	-	SYM
easat-1684	340	42	270	270	NUM
easat-1684	340	43	,	,	PUNCT
easat-1684	340	44	2024	2024	NUM
easat-1684	340	45	doi	doi	NOUN
easat-1684	340	46	:	:	PUNCT
easat-1684	340	47	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	340	48	©	©	ADP
easat-1684	340	49	2024	2024	NUM
easat-1684	340	50	by	by	ADP
easat-1684	340	51	the	the	DET
easat-1684	340	52	authors	author	NOUN
easat-1684	340	53	;	;	PUNCT
easat-1684	340	54	licensee	licensee	PROPN
easat-1684	340	55	learning	learning	NOUN
easat-1684	340	56	gate	gate	NOUN
easat-1684	341	1	[	[	X
easat-1684	341	2	25	25	NUM
easat-1684	341	3	]	]	PUNCT
easat-1684	341	4	pascual	pascual	NOUN
easat-1684	341	5	,	,	PUNCT
easat-1684	341	6	s.	s.	PROPN
easat-1684	341	7	,	,	PUNCT
easat-1684	341	8	bonafonte	bonafonte	INTJ
easat-1684	341	9	,	,	PUNCT
easat-1684	341	10	a.	a.	PROPN
easat-1684	341	11	,	,	PUNCT
easat-1684	341	12	serr`a	serr`a	PROPN
easat-1684	341	13	,	,	PUNCT
easat-1684	341	14	j.	j.	PROPN
easat-1684	341	15	:	:	PUNCT
easat-1684	341	16	segan	segan	PROPN
easat-1684	341	17	:	:	PUNCT
easat-1684	341	18	speech	speech	NOUN
easat-1684	341	19	enhancement	enhancement	NOUN
easat-1684	341	20	generative	generative	ADJ
easat-1684	341	21	adversarial	adversarial	ADJ
easat-1684	341	22	network	network	NOUN
easat-1684	341	23	.	.	PUNCT
easat-1684	342	1	proc	proc	PROPN
easat-1684	342	2	.	.	PUNCT
easat-1684	343	1	interspeech	interspeech	PROPN
easat-1684	343	2	2017	2017	NUM
easat-1684	343	3	,	,	PUNCT
easat-1684	343	4	3642–3646	3642–3646	NUM
easat-1684	343	5	(	(	PUNCT
easat-1684	343	6	2017	2017	NUM
easat-1684	343	7	)	)	PUNCT
easat-1684	344	1	[	[	X
easat-1684	344	2	26	26	NUM
easat-1684	344	3	]	]	X
easat-1684	344	4	baby	baby	NOUN
easat-1684	344	5	,	,	PUNCT
easat-1684	344	6	d.	d.	PROPN
easat-1684	344	7	,	,	PUNCT
easat-1684	344	8	verhulst	verhulst	PROPN
easat-1684	344	9	,	,	PUNCT
easat-1684	344	10	s.	s.	PROPN
easat-1684	344	11	:	:	PUNCT
easat-1684	344	12	sergan	sergan	VERB
easat-1684	344	13	:	:	PUNCT
easat-1684	344	14	speech	speech	NOUN
easat-1684	344	15	enhancement	enhancement	NOUN
easat-1684	344	16	using	use	VERB
easat-1684	344	17	relativistic	relativistic	ADJ
easat-1684	344	18	generative	generative	ADJ
easat-1684	344	19	adversarial	adversarial	ADJ
easat-1684	344	20	networks	network	NOUN
easat-1684	344	21	with	with	ADP
easat-1684	344	22	gradient	gradient	ADJ
easat-1684	344	23	penalty	penalty	NOUN
easat-1684	344	24	.	.	PUNCT
easat-1684	345	1	in	in	ADP
easat-1684	345	2	:	:	PUNCT
easat-1684	345	3	icassp	icassp	NOUN
easat-1684	345	4	2019	2019	NUM
easat-1684	345	5	-	-	SYM
easat-1684	345	6	2019	2019	NUM
easat-1684	345	7	ieee	ieee	NOUN
easat-1684	345	8	international	international	ADJ
easat-1684	345	9	conference	conference	NOUN
easat-1684	345	10	on	on	ADP
easat-1684	345	11	acoustics	acoustic	NOUN
easat-1684	345	12	,	,	PUNCT
easat-1684	345	13	speech	speech	NOUN
easat-1684	345	14	and	and	CCONJ
easat-1684	345	15	signal	signal	NOUN
easat-1684	345	16	processing	processing	NOUN
easat-1684	345	17	(	(	PUNCT
easat-1684	345	18	icassp	icassp	PROPN
easat-1684	345	19	)	)	PUNCT
easat-1684	345	20	,	,	PUNCT
easat-1684	345	21	pp	pp	ADP
easat-1684	345	22	.	.	PUNCT
easat-1684	346	1	106–110	106–110	NUM
easat-1684	346	2	(	(	PUNCT
easat-1684	346	3	2019	2019	NUM
easat-1684	346	4	)	)	PUNCT
easat-1684	346	5	.	.	PUNCT
easat-1684	347	1	ieee	ieee	PROPN
easat-1684	348	1	[	[	X
easat-1684	348	2	27	27	NUM
easat-1684	348	3	]	]	X
easat-1684	348	4	hao	hao	PROPN
easat-1684	348	5	,	,	PUNCT
easat-1684	348	6	x.	x.	PROPN
easat-1684	348	7	,	,	PUNCT
easat-1684	348	8	xu	xu	PROPN
easat-1684	348	9	,	,	PUNCT
easat-1684	348	10	c.	c.	PROPN
easat-1684	348	11	,	,	PUNCT
easat-1684	348	12	xie	xie	PROPN
easat-1684	348	13	,	,	PUNCT
easat-1684	348	14	l.	l.	PROPN
easat-1684	348	15	:	:	PUNCT
easat-1684	348	16	neural	neural	ADJ
easat-1684	348	17	speech	speech	NOUN
easat-1684	348	18	enhancement	enhancement	NOUN
easat-1684	348	19	with	with	ADP
easat-1684	348	20	unsupervised	unsupervised	ADJ
easat-1684	348	21	pretraining	pretraining	NOUN
easat-1684	348	22	and	and	CCONJ
easat-1684	348	23	mixture	mixture	NOUN
easat-1684	348	24	training	training	NOUN
easat-1684	348	25	.	.	PUNCT
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easat-1684	349	2	networks	network	NOUN
easat-1684	349	3	158	158	NUM
easat-1684	349	4	,	,	PUNCT
easat-1684	349	5	216–227	216–227	NUM
easat-1684	349	6	(	(	PUNCT
easat-1684	349	7	2023	2023	NUM
easat-1684	349	8	)	)	PUNCT
easat-1684	350	1	https://doi	https://doi	PROPN
easat-1684	350	2	.	.	PUNCT
easat-1684	351	1	org/10.1016	org/10.1016	PROPN
easat-1684	351	2	/	/	SYM
easat-1684	351	3	j.neunet.2022.11.013	j.neunet.2022.11.013	X
easat-1684	352	1	[	[	X
easat-1684	352	2	28	28	NUM
easat-1684	352	3	]	]	X
easat-1684	352	4	rethage	rethage	NOUN
easat-1684	352	5	,	,	PUNCT
easat-1684	352	6	d.	d.	PROPN
easat-1684	352	7	,	,	PUNCT
easat-1684	352	8	pons	pon	NOUN
easat-1684	352	9	,	,	PUNCT
easat-1684	352	10	j.	j.	PROPN
easat-1684	352	11	,	,	PUNCT
easat-1684	352	12	serra	serra	PROPN
easat-1684	352	13	,	,	PUNCT
easat-1684	352	14	x.	x.	NOUN
easat-1684	352	15	:	:	PUNCT
easat-1684	352	16	a	a	DET
easat-1684	352	17	wavenet	wavenet	NOUN
easat-1684	352	18	for	for	ADP
easat-1684	352	19	speech	speech	NOUN
easat-1684	352	20	denoising	denoising	NOUN
easat-1684	352	21	.	.	PUNCT
easat-1684	353	1	in	in	ADP
easat-1684	353	2	:	:	PUNCT
easat-1684	353	3	2018	2018	NUM
easat-1684	353	4	ieee	ieee	NOUN
easat-1684	353	5	international	international	ADJ
easat-1684	353	6	conference	conference	NOUN
easat-1684	353	7	on	on	ADP
easat-1684	353	8	acoustics	acoustic	NOUN
easat-1684	353	9	,	,	PUNCT
easat-1684	353	10	speech	speech	NOUN
easat-1684	353	11	and	and	CCONJ
easat-1684	353	12	signal	signal	NOUN
easat-1684	353	13	processing	processing	NOUN
easat-1684	353	14	(	(	PUNCT
easat-1684	353	15	icassp	icassp	PROPN
easat-1684	353	16	)	)	PUNCT
easat-1684	353	17	,	,	PUNCT
easat-1684	353	18	pp	pp	ADP
easat-1684	353	19	.	.	PUNCT
easat-1684	354	1	5069–5073	5069–5073	NUM
easat-1684	354	2	(	(	PUNCT
easat-1684	354	3	2018	2018	NUM
easat-1684	354	4	)	)	PUNCT
easat-1684	354	5	.	.	PUNCT
easat-1684	355	1	ieee	ieee	PROPN
easat-1684	356	1	[	[	X
easat-1684	356	2	29	29	NUM
easat-1684	356	3	]	]	X
easat-1684	356	4	wang	wang	PROPN
easat-1684	356	5	,	,	PUNCT
easat-1684	356	6	k.	k.	PROPN
easat-1684	356	7	,	,	PUNCT
easat-1684	356	8	he	he	PRON
easat-1684	356	9	,	,	PUNCT
easat-1684	356	10	b.	b.	PROPN
easat-1684	356	11	,	,	PUNCT
easat-1684	356	12	zhu	zhu	PROPN
easat-1684	356	13	,	,	PUNCT
easat-1684	356	14	w.-p	w.-p	PROPN
easat-1684	356	15	.	.	PUNCT
easat-1684	356	16	:	:	PUNCT
easat-1684	357	1	caunet	caunet	NOUN
easat-1684	357	2	:	:	PUNCT
easat-1684	357	3	context	context	NOUN
easat-1684	357	4	-	-	PUNCT
easat-1684	357	5	aware	aware	ADJ
easat-1684	357	6	u	u	NOUN
easat-1684	357	7	-	-	NOUN
easat-1684	357	8	net	net	ADJ
easat-1684	357	9	for	for	ADP
easat-1684	357	10	speech	speech	NOUN
easat-1684	357	11	enhancement	enhancement	NOUN
easat-1684	357	12	in	in	ADP
easat-1684	357	13	time	time	NOUN
easat-1684	357	14	domain	domain	NOUN
easat-1684	357	15	.	.	PUNCT
easat-1684	358	1	in	in	ADP
easat-1684	358	2	:	:	PUNCT
easat-1684	358	3	2021	2021	NUM
easat-1684	358	4	ieee	ieee	NOUN
easat-1684	358	5	international	international	ADJ
easat-1684	358	6	symposium	symposium	NOUN
easat-1684	358	7	on	on	ADP
easat-1684	358	8	circuits	circuit	NOUN
easat-1684	358	9	and	and	CCONJ
easat-1684	358	10	systems	system	NOUN
easat-1684	358	11	(	(	PUNCT
easat-1684	358	12	iscas	iscas	PROPN
easat-1684	358	13	)	)	PUNCT
easat-1684	358	14	,	,	PUNCT
easat-1684	358	15	pp	pp	ADP
easat-1684	358	16	.	.	PUNCT
easat-1684	359	1	1–5	1–5	NUM
easat-1684	359	2	(	(	PUNCT
easat-1684	359	3	2021	2021	NUM
easat-1684	359	4	)	)	PUNCT
easat-1684	359	5	.	.	PUNCT
easat-1684	360	1	ieee	ieee	NOUN
easat-1684	360	2	[	[	X
easat-1684	360	3	30	30	NUM
easat-1684	360	4	]	]	X
easat-1684	360	5	vaswani	vaswani	NOUN
easat-1684	360	6	,	,	PUNCT
easat-1684	360	7	a.	a.	NOUN
easat-1684	360	8	,	,	PUNCT
easat-1684	360	9	shazeer	shazeer	NOUN
easat-1684	360	10	,	,	PUNCT
easat-1684	360	11	n.	n.	NOUN
easat-1684	360	12	,	,	PUNCT
easat-1684	360	13	parmar	parmar	PROPN
easat-1684	360	14	,	,	PUNCT
easat-1684	360	15	n.	n.	NOUN
easat-1684	360	16	,	,	PUNCT
easat-1684	360	17	uszkoreit	uszkoreit	PROPN
easat-1684	360	18	,	,	PUNCT
easat-1684	360	19	j.	j.	PROPN
easat-1684	360	20	,	,	PUNCT
easat-1684	360	21	jones	jones	PROPN
easat-1684	360	22	,	,	PUNCT
easat-1684	360	23	l.	l.	PROPN
easat-1684	360	24	,	,	PUNCT
easat-1684	360	25	gomez	gomez	PROPN
easat-1684	360	26	,	,	PUNCT
easat-1684	360	27	a.n	a.n	PROPN
easat-1684	360	28	.	.	PROPN
easat-1684	360	29	,	,	PUNCT
easat-1684	360	30	kaiser	kaiser	PROPN
easat-1684	360	31	,	,	PUNCT
easat-1684	360	32	l.	l.	PROPN
easat-1684	360	33	,	,	PUNCT
easat-1684	360	34	polosukhin	polosukhin	PROPN
easat-1684	360	35	,	,	PUNCT
easat-1684	360	36	i.	i.	NOUN
easat-1684	360	37	:	:	PUNCT
easat-1684	360	38	attention	attention	NOUN
easat-1684	360	39	is	be	AUX
easat-1684	360	40	all	all	PRON
easat-1684	360	41	you	you	PRON
easat-1684	360	42	need	need	VERB
easat-1684	360	43	.	.	PUNCT
easat-1684	361	1	advances	advance	NOUN
easat-1684	361	2	in	in	ADP
easat-1684	361	3	neural	neural	ADJ
easat-1684	361	4	information	information	NOUN
easat-1684	361	5	processing	processing	NOUN
easat-1684	361	6	systems	system	NOUN
easat-1684	361	7	30	30	NUM
easat-1684	361	8	(	(	PUNCT
easat-1684	361	9	2017	2017	NUM
easat-1684	361	10	)	)	PUNCT
easat-1684	362	1	[	[	X
easat-1684	362	2	31	31	NUM
easat-1684	362	3	]	]	X
easat-1684	362	4	zhang	zhang	PROPN
easat-1684	362	5	,	,	PUNCT
easat-1684	362	6	g.	g.	PROPN
easat-1684	362	7	,	,	PUNCT
easat-1684	362	8	yu	yu	PROPN
easat-1684	362	9	,	,	PUNCT
easat-1684	362	10	l.	l.	PROPN
easat-1684	362	11	,	,	PUNCT
easat-1684	362	12	wang	wang	PROPN
easat-1684	362	13	,	,	PUNCT
easat-1684	362	14	c.	c.	PROPN
easat-1684	362	15	,	,	PUNCT
easat-1684	362	16	wei	wei	PROPN
easat-1684	362	17	,	,	PUNCT
easat-1684	362	18	j.	j.	PROPN
easat-1684	362	19	:	:	PUNCT
easat-1684	362	20	multi	multi	ADJ
easat-1684	362	21	-	-	ADJ
easat-1684	362	22	scale	scale	ADJ
easat-1684	362	23	temporal	temporal	ADJ
easat-1684	362	24	frequency	frequency	NOUN
easat-1684	362	25	convolutional	convolutional	ADJ
easat-1684	362	26	network	network	NOUN
easat-1684	362	27	with	with	ADP
easat-1684	362	28	axial	axial	ADJ
easat-1684	362	29	attention	attention	NOUN
easat-1684	362	30	for	for	ADP
easat-1684	362	31	speech	speech	NOUN
easat-1684	362	32	enhancement	enhancement	NOUN
easat-1684	362	33	.	.	PUNCT
easat-1684	363	1	in	in	ADP
easat-1684	363	2	:	:	PUNCT
easat-1684	363	3	icassp	icassp	NOUN
easat-1684	363	4	2022	2022	NUM
easat-1684	363	5	2022	2022	NUM
easat-1684	363	6	ieee	ieee	PROPN
easat-1684	363	7	international	international	ADJ
easat-1684	363	8	conference	conference	NOUN
easat-1684	363	9	on	on	ADP
easat-1684	363	10	acoustics	acoustic	NOUN
easat-1684	363	11	,	,	PUNCT
easat-1684	363	12	speech	speech	NOUN
easat-1684	363	13	and	and	CCONJ
easat-1684	363	14	signal	signal	NOUN
easat-1684	363	15	processing	processing	NOUN
easat-1684	363	16	(	(	PUNCT
easat-1684	363	17	icassp	icassp	PROPN
easat-1684	363	18	)	)	PUNCT
easat-1684	363	19	,	,	PUNCT
easat-1684	363	20	pp	pp	ADP
easat-1684	363	21	.	.	PUNCT
easat-1684	364	1	9122–9126	9122–9126	NUM
easat-1684	364	2	(	(	PUNCT
easat-1684	364	3	2022	2022	NUM
easat-1684	364	4	)	)	PUNCT
easat-1684	364	5	.	.	PUNCT
easat-1684	365	1	https://doi.org/10.1109/icassp43922.2022	https://doi.org/10.1109/icassp43922.2022	NOUN
easat-1684	365	2	.	.	PUNCT
easat-1684	366	1	9746610	9746610	NUM
easat-1684	367	1	[	[	X
easat-1684	367	2	32	32	NUM
easat-1684	367	3	]	]	X
easat-1684	367	4	dauphin	dauphin	PROPN
easat-1684	367	5	,	,	PUNCT
easat-1684	367	6	y.n	y.n	PROPN
easat-1684	367	7	.	.	PROPN
easat-1684	367	8	,	,	PUNCT
easat-1684	367	9	fan	fan	PROPN
easat-1684	367	10	,	,	PUNCT
easat-1684	367	11	a.	a.	PROPN
easat-1684	367	12	,	,	PUNCT
easat-1684	367	13	auli	auli	PROPN
easat-1684	367	14	,	,	PUNCT
easat-1684	367	15	m.	m.	NOUN
easat-1684	367	16	,	,	PUNCT
easat-1684	367	17	grangier	grangier	NOUN
easat-1684	367	18	,	,	PUNCT
easat-1684	367	19	d.	d.	PROPN
easat-1684	367	20	:	:	PUNCT
easat-1684	367	21	language	language	NOUN
easat-1684	367	22	modeling	modeling	NOUN
easat-1684	367	23	with	with	ADP
easat-1684	367	24	gated	gate	VERB
easat-1684	367	25	convolutional	convolutional	ADJ
easat-1684	367	26	networks	network	NOUN
easat-1684	367	27	.	.	PUNCT
easat-1684	368	1	in	in	ADP
easat-1684	368	2	:	:	PUNCT
easat-1684	368	3	international	international	ADJ
easat-1684	368	4	conference	conference	NOUN
easat-1684	368	5	on	on	ADP
easat-1684	368	6	machine	machine	NOUN
easat-1684	368	7	learning	learning	NOUN
easat-1684	368	8	,	,	PUNCT
easat-1684	368	9	pp	pp	ADP
easat-1684	368	10	.	.	PUNCT
easat-1684	369	1	933–941	933–941	NUM
easat-1684	369	2	(	(	PUNCT
easat-1684	369	3	2017	2017	NUM
easat-1684	369	4	)	)	PUNCT
easat-1684	369	5	.	.	PUNCT
easat-1684	370	1	pmlr	pmlr	VERB
easat-1684	371	1	[	[	X
easat-1684	371	2	33	33	NUM
easat-1684	371	3	]	]	X
easat-1684	371	4	capp´e	capp´e	NOUN
easat-1684	371	5	,	,	PUNCT
easat-1684	371	6	o.	o.	NOUN
easat-1684	371	7	:	:	PUNCT
easat-1684	371	8	elimination	elimination	NOUN
easat-1684	371	9	of	of	ADP
easat-1684	371	10	the	the	DET
easat-1684	371	11	musical	musical	ADJ
easat-1684	371	12	noise	noise	NOUN
easat-1684	371	13	phenomenon	phenomenon	NOUN
easat-1684	371	14	with	with	ADP
easat-1684	371	15	the	the	DET
easat-1684	371	16	ephraim	ephraim	PROPN
easat-1684	371	17	and	and	CCONJ
easat-1684	371	18	malah	malah	PROPN
easat-1684	371	19	noise	noise	NOUN
easat-1684	371	20	suppressor	suppressor	NOUN
easat-1684	371	21	.	.	PUNCT
easat-1684	372	1	ieee	ieee	NOUN
easat-1684	372	2	transactions	transaction	NOUN
easat-1684	372	3	on	on	ADP
easat-1684	372	4	speech	speech	NOUN
easat-1684	372	5	and	and	CCONJ
easat-1684	372	6	audio	audio	NOUN
easat-1684	372	7	processing	processing	NOUN
easat-1684	372	8	2(2	2(2	NUM
easat-1684	372	9	)	)	PUNCT
easat-1684	372	10	,	,	PUNCT
easat-1684	372	11	345–349	345–349	NUM
easat-1684	372	12	(	(	PUNCT
easat-1684	372	13	1994	1994	NUM
easat-1684	372	14	)	)	PUNCT
easat-1684	373	1	[	[	X
easat-1684	373	2	34	34	NUM
easat-1684	373	3	]	]	X
easat-1684	373	4	cohen	cohen	PROPN
easat-1684	373	5	,	,	PUNCT
easat-1684	373	6	i.	i.	PROPN
easat-1684	373	7	,	,	PUNCT
easat-1684	373	8	berdugo	berdugo	PROPN
easat-1684	373	9	,	,	PUNCT
easat-1684	373	10	b.	b.	PROPN
easat-1684	373	11	:	:	PUNCT
easat-1684	373	12	noise	noise	NOUN
easat-1684	373	13	estimation	estimation	NOUN
easat-1684	373	14	by	by	ADP
easat-1684	373	15	minima	minima	PROPN
easat-1684	373	16	controlled	control	VERB
easat-1684	373	17	recursive	recursive	ADJ
easat-1684	373	18	averaging	averaging	NOUN
easat-1684	373	19	for	for	ADP
easat-1684	373	20	robust	robust	ADJ
easat-1684	373	21	speech	speech	NOUN
easat-1684	373	22	enhancement	enhancement	NOUN
easat-1684	373	23	.	.	PUNCT
easat-1684	374	1	ieee	ieee	NOUN
easat-1684	374	2	signal	signal	NOUN
easat-1684	374	3	processing	processing	NOUN
easat-1684	374	4	letters	letter	NOUN
easat-1684	374	5	9(1	9(1	NUM
easat-1684	374	6	)	)	PUNCT
easat-1684	374	7	,	,	PUNCT
easat-1684	374	8	12–15	12–15	NUM
easat-1684	374	9	(	(	PUNCT
easat-1684	374	10	2002	2002	NUM
easat-1684	374	11	)	)	PUNCT
easat-1684	375	1	[	[	X
easat-1684	375	2	35	35	NUM
easat-1684	375	3	]	]	SYM
easat-1684	375	4	breithaupt	breithaupt	ADJ
easat-1684	375	5	,	,	PUNCT
easat-1684	375	6	c.	c.	PROPN
easat-1684	375	7	,	,	PUNCT
easat-1684	375	8	gerkmann	gerkmann	PROPN
easat-1684	375	9	,	,	PUNCT
easat-1684	375	10	t.	t.	PROPN
easat-1684	375	11	,	,	PUNCT
easat-1684	375	12	martin	martin	PROPN
easat-1684	375	13	,	,	PUNCT
easat-1684	375	14	r.	r.	PROPN
easat-1684	375	15	:	:	PUNCT
easat-1684	375	16	cepstral	cepstral	ADJ
easat-1684	375	17	smoothing	smoothing	NOUN
easat-1684	375	18	of	of	ADP
easat-1684	375	19	spectral	spectral	ADJ
easat-1684	375	20	filter	filter	NOUN
easat-1684	375	21	gains	gain	NOUN
easat-1684	375	22	for	for	ADP
easat-1684	375	23	speech	speech	NOUN
easat-1684	375	24	enhancement	enhancement	NOUN
easat-1684	375	25	without	without	ADP
easat-1684	375	26	musical	musical	ADJ
easat-1684	375	27	noise	noise	NOUN
easat-1684	375	28	.	.	PUNCT
easat-1684	376	1	ieee	ieee	NOUN
easat-1684	376	2	signal	signal	NOUN
easat-1684	376	3	processing	processing	NOUN
easat-1684	376	4	letters	letter	NOUN
easat-1684	376	5	14(12	14(12	NUM
easat-1684	376	6	)	)	PUNCT
easat-1684	376	7	,	,	PUNCT
easat-1684	376	8	1036–1039	1036–1039	NUM
easat-1684	376	9	(	(	PUNCT
easat-1684	376	10	2007	2007	NUM
easat-1684	376	11	)	)	PUNCT
easat-1684	377	1	[	[	X
easat-1684	377	2	36	36	NUM
easat-1684	377	3	]	]	SYM
easat-1684	377	4	udrea	udrea	PROPN
easat-1684	377	5	,	,	PUNCT
easat-1684	377	6	r.m	r.m	PROPN
easat-1684	377	7	.	.	PROPN
easat-1684	377	8	,	,	PUNCT
easat-1684	377	9	vizireanu	vizireanu	PROPN
easat-1684	377	10	,	,	PUNCT
easat-1684	377	11	n.	n.	NOUN
easat-1684	377	12	,	,	PUNCT
easat-1684	377	13	ciochina	ciochina	NOUN
easat-1684	377	14	,	,	PUNCT
easat-1684	377	15	s.	s.	PROPN
easat-1684	377	16	,	,	PUNCT
easat-1684	377	17	halunga	halunga	ADV
easat-1684	377	18	,	,	PUNCT
easat-1684	377	19	s.	s.	PROPN
easat-1684	377	20	:	:	PUNCT
easat-1684	377	21	nonlinear	nonlinear	ADJ
easat-1684	377	22	spectral	spectral	ADJ
easat-1684	377	23	subtraction	subtraction	NOUN
easat-1684	377	24	method	method	NOUN
easat-1684	377	25	for	for	ADP
easat-1684	377	26	colored	colored	ADJ
easat-1684	377	27	noise	noise	NOUN
easat-1684	377	28	reduction	reduction	NOUN
easat-1684	377	29	using	use	VERB
easat-1684	377	30	multi	multi	ADJ
easat-1684	377	31	-	-	ADJ
easat-1684	377	32	band	band	ADJ
easat-1684	377	33	bark	bark	NOUN
easat-1684	377	34	scale	scale	NOUN
easat-1684	377	35	.	.	PUNCT
easat-1684	378	1	signal	signal	NOUN
easat-1684	378	2	processing	processing	NOUN
easat-1684	378	3	88(5	88(5	NOUN
easat-1684	378	4	)	)	PUNCT
easat-1684	378	5	,	,	PUNCT
easat-1684	378	6	1299–1303	1299–1303	NUM
easat-1684	378	7	(	(	PUNCT
easat-1684	378	8	2008	2008	NUM
easat-1684	378	9	)	)	PUNCT
easat-1684	379	1	[	[	X
easat-1684	379	2	37	37	NUM
easat-1684	379	3	]	]	X
easat-1684	379	4	boldt	boldt	PROPN
easat-1684	379	5	,	,	PUNCT
easat-1684	379	6	j.b	j.b	PROPN
easat-1684	379	7	.	.	PROPN
easat-1684	379	8	,	,	PUNCT
easat-1684	379	9	ellis	ellis	PROPN
easat-1684	379	10	,	,	PUNCT
easat-1684	379	11	d.p.w	d.p.w	PROPN
easat-1684	379	12	.	.	PUNCT
easat-1684	379	13	:	:	PUNCT
easat-1684	380	1	a	a	DET
easat-1684	380	2	simple	simple	ADJ
easat-1684	380	3	correlation	correlation	NOUN
easat-1684	380	4	-	-	PUNCT
easat-1684	380	5	based	base	VERB
easat-1684	380	6	model	model	NOUN
easat-1684	380	7	of	of	ADP
easat-1684	380	8	intelligibility	intelligibility	NOUN
easat-1684	380	9	for	for	ADP
easat-1684	380	10	nonlinear	nonlinear	ADJ
easat-1684	380	11	speech	speech	NOUN
easat-1684	380	12	enhancement	enhancement	NOUN
easat-1684	380	13	and	and	CCONJ
easat-1684	380	14	separation	separation	NOUN
easat-1684	380	15	.	.	PUNCT
easat-1684	381	1	in	in	ADP
easat-1684	381	2	:	:	PUNCT
easat-1684	381	3	2009	2009	NUM
easat-1684	381	4	17th	17th	ADJ
easat-1684	381	5	european	european	PROPN
easat-1684	381	6	signal	signal	NOUN
easat-1684	381	7	processing	processing	NOUN
easat-1684	381	8	conference	conference	NOUN
easat-1684	381	9	,	,	PUNCT
easat-1684	381	10	pp	pp	X
easat-1684	381	11	.	.	PUNCT
easat-1684	382	1	1849–1853	1849–1853	NUM
easat-1684	382	2	(	(	PUNCT
easat-1684	382	3	2009	2009	NUM
easat-1684	382	4	)	)	PUNCT
easat-1684	383	1	[	[	X
easat-1684	383	2	38	38	NUM
easat-1684	383	3	]	]	SYM
easat-1684	383	4	pardede	pardede	NOUN
easat-1684	383	5	,	,	PUNCT
easat-1684	383	6	h.	h.	PROPN
easat-1684	383	7	,	,	PUNCT
easat-1684	383	8	iwano	iwano	PROPN
easat-1684	383	9	,	,	PUNCT
easat-1684	383	10	k.	k.	PROPN
easat-1684	383	11	,	,	PUNCT
easat-1684	383	12	shinoda	shinoda	PROPN
easat-1684	383	13	,	,	PUNCT
easat-1684	383	14	k.	k.	PROPN
easat-1684	383	15	:	:	PUNCT
easat-1684	383	16	spectral	spectral	ADJ
easat-1684	383	17	subtraction	subtraction	NOUN
easat-1684	383	18	based	base	VERB
easat-1684	383	19	on	on	ADP
easat-1684	383	20	non	non	ADJ
easat-1684	383	21	-	-	ADJ
easat-1684	383	22	extensive	extensive	ADJ
easat-1684	383	23	statistics	statistic	NOUN
easat-1684	383	24	for	for	ADP
easat-1684	383	25	speech	speech	NOUN
easat-1684	383	26	recognition	recognition	NOUN
easat-1684	383	27	.	.	PUNCT
easat-1684	384	1	ieice	ieice	NOUN
easat-1684	384	2	transactions	transaction	NOUN
easat-1684	384	3	on	on	ADP
easat-1684	384	4	information	information	NOUN
easat-1684	384	5	and	and	CCONJ
easat-1684	384	6	systems	system	NOUN
easat-1684	384	7	96(8	96(8	NOUN
easat-1684	384	8	)	)	PUNCT
easat-1684	384	9	,	,	PUNCT
easat-1684	384	10	1774–1782	1774–1782	NUM
easat-1684	384	11	(	(	PUNCT
easat-1684	384	12	2013	2013	NUM
easat-1684	384	13	)	)	PUNCT
easat-1684	385	1	[	[	X
easat-1684	385	2	39	39	NUM
easat-1684	385	3	]	]	X
easat-1684	385	4	yan	yan	PROPN
easat-1684	385	5	,	,	PUNCT
easat-1684	385	6	x.	x.	PROPN
easat-1684	385	7	,	,	PUNCT
easat-1684	385	8	yang	yang	PROPN
easat-1684	385	9	,	,	PUNCT
easat-1684	385	10	z.	z.	PROPN
easat-1684	385	11	,	,	PUNCT
easat-1684	385	12	wang	wang	PROPN
easat-1684	385	13	,	,	PUNCT
easat-1684	385	14	t.	t.	PROPN
easat-1684	385	15	,	,	PUNCT
easat-1684	385	16	guo	guo	PROPN
easat-1684	385	17	,	,	PUNCT
easat-1684	385	18	h.	h.	PROPN
easat-1684	385	19	:	:	PUNCT
easat-1684	385	20	an	an	DET
easat-1684	385	21	iterative	iterative	NOUN
easat-1684	385	22	graph	graph	NOUN
easat-1684	385	23	spectral	spectral	ADJ
easat-1684	385	24	subtraction	subtraction	NOUN
easat-1684	385	25	method	method	NOUN
easat-1684	385	26	for	for	ADP
easat-1684	385	27	speech	speech	NOUN
easat-1684	385	28	enhancement	enhancement	NOUN
easat-1684	385	29	.	.	PUNCT
easat-1684	386	1	speech	speech	NOUN
easat-1684	386	2	communication	communication	NOUN
easat-1684	386	3	123	123	NUM
easat-1684	386	4	,	,	PUNCT
easat-1684	386	5	35–42	35–42	NUM
easat-1684	386	6	(	(	PUNCT
easat-1684	386	7	2020	2020	NUM
easat-1684	386	8	)	)	PUNCT
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easat-1684	387	2	40	40	NUM
easat-1684	387	3	]	]	X
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easat-1684	387	5	,	,	PUNCT
easat-1684	387	6	r.	r.	PROPN
easat-1684	387	7	,	,	PUNCT
easat-1684	387	8	saruwatari	saruwatari	PROPN
easat-1684	387	9	,	,	PUNCT
easat-1684	387	10	h.	h.	PROPN
easat-1684	387	11	,	,	PUNCT
easat-1684	387	12	inoue	inoue	PROPN
easat-1684	387	13	,	,	PUNCT
easat-1684	387	14	t.	t.	PROPN
easat-1684	387	15	,	,	PUNCT
easat-1684	387	16	takahashi	takahashi	PROPN
easat-1684	387	17	,	,	PUNCT
easat-1684	387	18	y.	y.	PROPN
easat-1684	387	19	,	,	PUNCT
easat-1684	387	20	shikano	shikano	ADJ
easat-1684	387	21	,	,	PUNCT
easat-1684	387	22	k.	k.	PROPN
easat-1684	387	23	,	,	PUNCT
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easat-1684	387	25	,	,	PUNCT
easat-1684	387	26	k.:musical	k.:musical	ADJ
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easat-1684	387	30	free	free	ADJ
easat-1684	387	31	speech	speech	NOUN
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easat-1684	387	33	based	base	VERB
easat-1684	387	34	on	on	ADP
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easat-1684	387	36	iterative	iterative	NOUN
easat-1684	387	37	spectral	spectral	ADJ
easat-1684	387	38	subtraction	subtraction	NOUN
easat-1684	387	39	.	.	PUNCT
easat-1684	388	1	ieee	ieee	NOUN
easat-1684	388	2	transactions	transaction	NOUN
easat-1684	388	3	on	on	ADP
easat-1684	388	4	audio	audio	NOUN
easat-1684	388	5	,	,	PUNCT
easat-1684	388	6	speech	speech	NOUN
easat-1684	388	7	,	,	PUNCT
easat-1684	388	8	and	and	CCONJ
easat-1684	388	9	language	language	NOUN
easat-1684	388	10	processing	processing	NOUN
easat-1684	388	11	20(7	20(7	NOUN
easat-1684	388	12	)	)	PUNCT
easat-1684	388	13	,	,	PUNCT
easat-1684	388	14	2080–2094	2080–2094	NUM
easat-1684	388	15	(	(	PUNCT
easat-1684	388	16	2012	2012	NUM
easat-1684	388	17	)	)	PUNCT
easat-1684	389	1	[	[	X
easat-1684	389	2	41	41	NUM
easat-1684	389	3	]	]	X
easat-1684	389	4	yan	yan	PROPN
easat-1684	389	5	,	,	PUNCT
easat-1684	389	6	x.	x.	PROPN
easat-1684	389	7	,	,	PUNCT
easat-1684	389	8	yang	yang	PROPN
easat-1684	389	9	,	,	PUNCT
easat-1684	389	10	z.	z.	PROPN
easat-1684	389	11	,	,	PUNCT
easat-1684	389	12	wang	wang	PROPN
easat-1684	389	13	,	,	PUNCT
easat-1684	389	14	t.	t.	PROPN
easat-1684	389	15	,	,	PUNCT
easat-1684	389	16	guo	guo	PROPN
easat-1684	389	17	,	,	PUNCT
easat-1684	389	18	h.	h.	PROPN
easat-1684	389	19	:	:	PUNCT
easat-1684	389	20	an	an	DET
easat-1684	389	21	iterative	iterative	NOUN
easat-1684	389	22	graph	graph	NOUN
easat-1684	389	23	spectral	spectral	ADJ
easat-1684	389	24	subtraction	subtraction	NOUN
easat-1684	389	25	method	method	NOUN
easat-1684	389	26	for	for	ADP
easat-1684	389	27	speech	speech	NOUN
easat-1684	389	28	enhancement	enhancement	NOUN
easat-1684	389	29	.	.	PUNCT
easat-1684	390	1	speech	speech	NOUN
easat-1684	390	2	communication	communication	NOUN
easat-1684	390	3	123	123	NUM
easat-1684	390	4	,	,	PUNCT
easat-1684	390	5	35–42	35–42	NUM
easat-1684	390	6	(	(	PUNCT
easat-1684	390	7	2020	2020	NUM
easat-1684	390	8	)	)	PUNCT
easat-1684	390	9	https	https	NOUN
easat-1684	390	10	:	:	PUNCT
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easat-1684	391	1	[	[	X
easat-1684	391	2	42	42	NUM
easat-1684	391	3	]	]	X
easat-1684	391	4	richter	richter	PROPN
easat-1684	391	5	,	,	PUNCT
easat-1684	391	6	j.	j.	PROPN
easat-1684	391	7	,	,	PUNCT
easat-1684	391	8	welker	welker	PROPN
easat-1684	391	9	,	,	PUNCT
easat-1684	391	10	s.	s.	PROPN
easat-1684	391	11	,	,	PUNCT
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easat-1684	391	13	,	,	PUNCT
easat-1684	391	14	j.-m	j.-m	PROPN
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easat-1684	391	16	,	,	PUNCT
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easat-1684	391	19	b.	b.	PROPN
easat-1684	391	20	,	,	PUNCT
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easat-1684	391	22	,	,	PUNCT
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easat-1684	391	24	:	:	PUNCT
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easat-1684	391	28	dereverberation	dereverberation	NOUN
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easat-1684	391	31	-	-	PUNCT
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easat-1684	391	33	generative	generative	ADJ
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easat-1684	391	35	.	.	PUNCT
easat-1684	392	1	ieee	ieee	PROPN
easat-1684	392	2	/	/	SYM
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easat-1684	392	4	transactions	transaction	NOUN
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easat-1684	392	6	audio	audio	NOUN
easat-1684	392	7	,	,	PUNCT
easat-1684	392	8	speech	speech	NOUN
easat-1684	392	9	,	,	PUNCT
easat-1684	392	10	and	and	CCONJ
easat-1684	392	11	language	language	NOUN
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easat-1684	392	13	31	31	NUM
easat-1684	392	14	,	,	PUNCT
easat-1684	392	15	2351	2351	NUM
easat-1684	392	16	–	–	PUNCT
easat-1684	392	17	2364	2364	NUM
easat-1684	392	18	(	(	PUNCT
easat-1684	392	19	2023	2023	NUM
easat-1684	392	20	)	)	PUNCT
easat-1684	393	1	https://doi.org/10.1109/taslp.2023.3285241	https://doi.org/10.1109/taslp.2023.3285241	PROPN
easat-1684	393	2	[	[	X
easat-1684	393	3	43	43	NUM
easat-1684	393	4	]	]	X
easat-1684	393	5	hendriks	hendriks	PROPN
easat-1684	393	6	,	,	PUNCT
easat-1684	393	7	r.c	r.c	PROPN
easat-1684	393	8	.	.	PROPN
easat-1684	393	9	,	,	PUNCT
easat-1684	393	10	erkin	erkin	PROPN
easat-1684	393	11	,	,	PUNCT
easat-1684	393	12	z.	z.	PROPN
easat-1684	393	13	,	,	PUNCT
easat-1684	393	14	gerkmann	gerkmann	PROPN
easat-1684	393	15	,	,	PUNCT
easat-1684	393	16	t.	t.	PROPN
easat-1684	393	17	:	:	PUNCT
easat-1684	393	18	privacy	privacy	NOUN
easat-1684	393	19	-	-	PUNCT
easat-1684	393	20	preserving	preserve	VERB
easat-1684	393	21	distributed	distribute	VERB
easat-1684	393	22	speech	speech	NOUN
easat-1684	393	23	enhancement	enhancement	NOUN
easat-1684	393	24	forwireless	forwireless	ADJ
easat-1684	393	25	sensor	sensor	NOUN
easat-1684	393	26	networks	network	NOUN
easat-1684	393	27	by	by	ADP
easat-1684	393	28	processing	process	VERB
easat-1684	393	29	in	in	ADP
easat-1684	393	30	the	the	DET
easat-1684	393	31	encrypted	encrypt	VERB
easat-1684	393	32	domain	domain	NOUN
easat-1684	393	33	.	.	PUNCT
easat-1684	394	1	in	in	ADP
easat-1684	394	2	:	:	PUNCT
easat-1684	394	3	2013	2013	NUM
easat-1684	394	4	ieee	ieee	PROPN
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easat-1684	394	6	conference	conference	NOUN
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easat-1684	394	8	acoustics	acoustic	NOUN
easat-1684	394	9	,	,	PUNCT
easat-1684	394	10	speech	speech	NOUN
easat-1684	394	11	and	and	CCONJ
easat-1684	394	12	signal	signal	NOUN
easat-1684	394	13	processing	processing	NOUN
easat-1684	394	14	,	,	PUNCT
easat-1684	394	15	pp	pp	ADJ
easat-1684	394	16	.	.	PUNCT
easat-1684	395	1	7005–7009	7005–7009	NUM
easat-1684	395	2	(	(	PUNCT
easat-1684	395	3	2013	2013	NUM
easat-1684	395	4	)	)	PUNCT
easat-1684	395	5	.	.	PUNCT
easat-1684	396	1	https://doi.org/10.1109/icassp.2013.6639020	https://doi.org/10.1109/icassp.2013.6639020	NOUN
easat-1684	397	1	[	[	X
easat-1684	397	2	44	44	NUM
easat-1684	397	3	]	]	SYM
easat-1684	397	4	qin	qin	PROPN
easat-1684	397	5	,	,	PUNCT
easat-1684	397	6	h.	h.	PROPN
easat-1684	397	7	,	,	PUNCT
easat-1684	397	8	chen	chen	PROPN
easat-1684	397	9	,	,	PUNCT
easat-1684	397	10	x.	x.	PROPN
easat-1684	397	11	,	,	PUNCT
easat-1684	397	12	sun	sun	PROPN
easat-1684	397	13	,	,	PUNCT
easat-1684	397	14	y.	y.	PROPN
easat-1684	397	15	,	,	PUNCT
easat-1684	397	16	zhao	zhao	PROPN
easat-1684	397	17	,	,	PUNCT
easat-1684	397	18	m.	m.	NOUN
easat-1684	397	19	,	,	PUNCT
easat-1684	397	20	wang	wang	PROPN
easat-1684	397	21	,	,	PUNCT
easat-1684	397	22	j.	j.	PROPN
easat-1684	397	23	:	:	PUNCT
easat-1684	397	24	optimal	optimal	ADJ
easat-1684	397	25	power	power	NOUN
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easat-1684	397	28	joint	joint	ADJ
easat-1684	397	29	beamforming	beamforming	NOUN
easat-1684	397	30	and	and	CCONJ
easat-1684	397	31	artificial	artificial	ADJ
easat-1684	397	32	noise	noise	NOUN
easat-1684	397	33	design	design	NOUN
easat-1684	397	34	in	in	ADP
easat-1684	397	35	secure	secure	ADJ
easat-1684	397	36	wireless	wireless	ADJ
easat-1684	397	37	communications	communication	NOUN
easat-1684	397	38	.	.	PUNCT
easat-1684	398	1	in	in	ADP
easat-1684	398	2	:	:	PUNCT
easat-1684	398	3	2011	2011	NUM
easat-1684	398	4	ieee	ieee	PROPN
easat-1684	398	5	international	international	ADJ
easat-1684	398	6	conference	conference	NOUN
easat-1684	398	7	on	on	ADP
easat-1684	398	8	communications	communication	NOUN
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easat-1684	398	10	(	(	PUNCT
easat-1684	398	11	icc	icc	NOUN
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easat-1684	398	13	,	,	PUNCT
easat-1684	398	14	pp	pp	ADP
easat-1684	398	15	.	.	PUNCT
easat-1684	399	1	1–5	1–5	NUM
easat-1684	399	2	(	(	PUNCT
easat-1684	399	3	2011	2011	NUM
easat-1684	399	4	)	)	PUNCT
easat-1684	399	5	.	.	PUNCT
easat-1684	400	1	https://doi.org/10.1109/iccw.2011.5963524	https://doi.org/10.1109/iccw.2011.5963524	PROPN
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easat-1684	400	4	]	]	PUNCT
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easat-1684	400	8	,	,	PUNCT
easat-1684	400	9	w´ojcicki	w´ojcicki	PROPN
easat-1684	400	10	,	,	PUNCT
easat-1684	400	11	k.	k.	PROPN
easat-1684	400	12	,	,	PUNCT
easat-1684	400	13	shannon	shannon	PROPN
easat-1684	400	14	,	,	PUNCT
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easat-1684	400	23	enhancement	enhancement	NOUN
easat-1684	400	24	.	.	PUNCT
easat-1684	401	1	speech	speech	NOUN
easat-1684	401	2	communication	communication	NOUN
easat-1684	401	3	53(4	53(4	NOUN
easat-1684	401	4	)	)	PUNCT
easat-1684	401	5	,	,	PUNCT
easat-1684	402	1	465–494	465–494	NUM
easat-1684	402	2	(	(	PUNCT
easat-1684	402	3	2011	2011	NUM
easat-1684	402	4	)	)	PUNCT
easat-1684	403	1	[	[	X
easat-1684	403	2	46	46	NUM
easat-1684	403	3	]	]	X
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easat-1684	403	23	.	.	PUNCT
easat-1684	404	1	ieee	ieee	PROPN
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easat-1684	404	7	,	,	PUNCT
easat-1684	404	8	speech	speech	NOUN
easat-1684	404	9	,	,	PUNCT
easat-1684	404	10	and	and	CCONJ
easat-1684	404	11	language	language	NOUN
easat-1684	404	12	processing	processing	NOUN
easat-1684	404	13	27(1	27(1	NUM
easat-1684	404	14	)	)	PUNCT
easat-1684	404	15	,	,	PUNCT
easat-1684	404	16	63–76	63–76	NUM
easat-1684	404	17	(	(	PUNCT
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easat-1684	404	19	)	)	PUNCT
easat-1684	405	1	[	[	X
easat-1684	405	2	47	47	NUM
easat-1684	405	3	]	]	X
easat-1684	405	4	phan	phan	PROPN
easat-1684	405	5	,	,	PUNCT
easat-1684	405	6	h.	h.	PROPN
easat-1684	405	7	,	,	PUNCT
easat-1684	405	8	le	le	PROPN
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easat-1684	405	10	,	,	PUNCT
easat-1684	405	11	h.	h.	PROPN
easat-1684	405	12	,	,	PUNCT
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easat-1684	405	14	,	,	PUNCT
easat-1684	405	15	o.y	o.y	PROPN
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easat-1684	405	17	,	,	PUNCT
easat-1684	405	18	koch	koch	PROPN
easat-1684	405	19	,	,	PUNCT
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easat-1684	405	34	:	:	PUNCT
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easat-1684	405	36	-	-	PUNCT
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easat-1684	406	1	in	in	ADP
easat-1684	406	2	:	:	PUNCT
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easat-1684	406	5	-	-	SYM
easat-1684	406	6	2021	2021	NUM
easat-1684	406	7	ieee	ieee	NOUN
easat-1684	406	8	international	international	ADJ
easat-1684	406	9	conference	conference	NOUN
easat-1684	406	10	on	on	ADP
easat-1684	406	11	acoustics	acoustic	NOUN
easat-1684	406	12	,	,	PUNCT
easat-1684	406	13	speech	speech	NOUN
easat-1684	406	14	and	and	CCONJ
easat-1684	406	15	signal	signal	NOUN
easat-1684	406	16	processing	processing	NOUN
easat-1684	406	17	(	(	PUNCT
easat-1684	406	18	icassp	icassp	PROPN
easat-1684	406	19	)	)	PUNCT
easat-1684	406	20	,	,	PUNCT
easat-1684	406	21	pp	pp	ADP
easat-1684	406	22	.	.	PUNCT
easat-1684	406	23	7103–7107	7103–7107	NUM
easat-1684	406	24	(	(	PUNCT
easat-1684	406	25	2021	2021	NUM
easat-1684	406	26	)	)	PUNCT
easat-1684	406	27	.	.	PUNCT
easat-1684	407	1	ieee	ieee	PROPN
easat-1684	407	2	[	[	X
easat-1684	407	3	48	48	NUM
easat-1684	407	4	]	]	PUNCT
easat-1684	407	5	ronneberger	ronneberger	NOUN
easat-1684	407	6	,	,	PUNCT
easat-1684	407	7	o.	o.	PROPN
easat-1684	407	8	,	,	PUNCT
easat-1684	407	9	fischer	fischer	PROPN
easat-1684	407	10	,	,	PUNCT
easat-1684	407	11	p.	p.	PROPN
easat-1684	407	12	,	,	PUNCT
easat-1684	407	13	brox	brox	PROPN
easat-1684	407	14	,	,	PUNCT
easat-1684	407	15	t.	t.	PROPN
easat-1684	407	16	:	:	PUNCT
easat-1684	407	17	u	u	NOUN
easat-1684	407	18	-	-	NOUN
easat-1684	407	19	net	net	ADJ
easat-1684	407	20	:	:	PUNCT
easat-1684	407	21	convolutional	convolutional	ADJ
easat-1684	407	22	networks	network	NOUN
easat-1684	407	23	for	for	ADP
easat-1684	407	24	biomedical	biomedical	ADJ
easat-1684	407	25	image	image	NOUN
easat-1684	407	26	segmentation	segmentation	NOUN
easat-1684	407	27	.	.	PUNCT
easat-1684	408	1	in	in	ADP
easat-1684	408	2	:	:	PUNCT
easat-1684	408	3	international	international	ADJ
easat-1684	408	4	conference	conference	NOUN
easat-1684	408	5	on	on	ADP
easat-1684	408	6	medical	medical	ADJ
easat-1684	408	7	image	image	NOUN
easat-1684	408	8	computing	computing	NOUN
easat-1684	408	9	and	and	CCONJ
easat-1684	408	10	computer	computer	NOUN
easat-1684	408	11	-	-	PUNCT
easat-1684	408	12	assisted	assist	VERB
easat-1684	408	13	intervention	intervention	NOUN
easat-1684	408	14	,	,	PUNCT
easat-1684	408	15	pp	pp	ADV
easat-1684	408	16	.	.	PUNCT
easat-1684	409	1	234–241	234–241	NUM
easat-1684	409	2	(	(	PUNCT
easat-1684	409	3	2015	2015	NUM
easat-1684	409	4	)	)	PUNCT
easat-1684	409	5	.	.	PUNCT
easat-1684	410	1	springer	springer	NOUN
easat-1684	411	1	[	[	X
easat-1684	411	2	49	49	NUM
easat-1684	411	3	]	]	X
easat-1684	411	4	giri	giri	PROPN
easat-1684	411	5	,	,	PUNCT
easat-1684	411	6	r.	r.	PROPN
easat-1684	411	7	,	,	PUNCT
easat-1684	411	8	isik	isik	NOUN
easat-1684	411	9	,	,	PUNCT
easat-1684	411	10	u.	u.	PROPN
easat-1684	411	11	,	,	PUNCT
easat-1684	411	12	krishnaswamy	krishnaswamy	PROPN
easat-1684	411	13	,	,	PUNCT
easat-1684	411	14	a.	a.	NOUN
easat-1684	411	15	:	:	PUNCT
easat-1684	411	16	attention	attention	NOUN
easat-1684	411	17	wave	wave	NOUN
easat-1684	411	18	-	-	PUNCT
easat-1684	411	19	u	u	NOUN
easat-1684	411	20	-	-	NOUN
easat-1684	411	21	net	net	NOUN
easat-1684	411	22	for	for	ADP
easat-1684	411	23	speech	speech	NOUN
easat-1684	411	24	enhancement	enhancement	NOUN
easat-1684	411	25	.	.	PUNCT
easat-1684	412	1	in	in	ADP
easat-1684	412	2	:	:	PUNCT
easat-1684	412	3	2019	2019	NUM
easat-1684	412	4	ieee	ieee	NOUN
easat-1684	412	5	workshop	workshop	NOUN
easat-1684	412	6	on	on	ADP
easat-1684	412	7	applications	application	NOUN
easat-1684	412	8	of	of	ADP
easat-1684	412	9	signal	signal	NOUN
easat-1684	412	10	processing	processing	NOUN
easat-1684	412	11	to	to	ADP
easat-1684	412	12	audio	audio	NOUN
easat-1684	412	13	and	and	CCONJ
easat-1684	412	14	acoustics	acoustic	NOUN
easat-1684	412	15	(	(	PUNCT
easat-1684	412	16	waspaa	waspaa	NOUN
easat-1684	412	17	)	)	PUNCT
easat-1684	412	18	,	,	PUNCT
easat-1684	412	19	pp	pp	ADP
easat-1684	412	20	.	.	PUNCT
easat-1684	413	1	249–253	249–253	NUM
easat-1684	413	2	(	(	PUNCT
easat-1684	413	3	2019	2019	NUM
easat-1684	413	4	)	)	PUNCT
easat-1684	413	5	.	.	PUNCT
easat-1684	414	1	ieee	ieee	NOUN
easat-1684	414	2	[	[	X
easat-1684	414	3	50	50	NUM
easat-1684	414	4	]	]	PUNCT
easat-1684	414	5	lestari	lestari	PROPN
easat-1684	414	6	,	,	PUNCT
easat-1684	414	7	d.p	d.p	PROPN
easat-1684	414	8	.	.	PROPN
easat-1684	414	9	,	,	PUNCT
easat-1684	414	10	iwano	iwano	PROPN
easat-1684	414	11	,	,	PUNCT
easat-1684	414	12	k.	k.	PROPN
easat-1684	414	13	,	,	PUNCT
easat-1684	414	14	furui	furui	PROPN
easat-1684	414	15	,	,	PUNCT
easat-1684	414	16	s.	s.	PROPN
easat-1684	414	17	:	:	PUNCT
easat-1684	414	18	a	a	DET
easat-1684	414	19	large	large	ADJ
easat-1684	414	20	vocabulary	vocabulary	ADJ
easat-1684	414	21	continuous	continuous	ADJ
easat-1684	414	22	speech	speech	NOUN
easat-1684	414	23	recognition	recognition	NOUN
easat-1684	414	24	system	system	NOUN
easat-1684	414	25	for	for	ADP
easat-1684	414	26	indonesian	indonesian	ADJ
easat-1684	414	27	language	language	NOUN
easat-1684	414	28	.	.	PUNCT
easat-1684	415	1	in	in	ADP
easat-1684	415	2	:	:	PUNCT
easat-1684	415	3	15th	15th	ADJ
easat-1684	415	4	indonesian	indonesian	ADJ
easat-1684	415	5	scientific	scientific	ADJ
easat-1684	415	6	conference	conference	NOUN
easat-1684	415	7	in	in	ADP
easat-1684	415	8	japan	japan	PROPN
easat-1684	415	9	proceedings	proceeding	NOUN
easat-1684	415	10	,	,	PUNCT
easat-1684	415	11	pp	pp	X
easat-1684	415	12	.	.	PUNCT
easat-1684	416	1	17–22	17–22	NUM
easat-1684	416	2	(	(	PUNCT
easat-1684	416	3	2006	2006	NUM
easat-1684	416	4	)	)	PUNCT
easat-1684	416	5	270	270	NUM
easat-1684	416	6	edelweiss	edelweiss	PROPN
easat-1684	416	7	applied	apply	VERB
easat-1684	416	8	science	science	NOUN
easat-1684	416	9	and	and	CCONJ
easat-1684	416	10	technology	technology	NOUN
easat-1684	416	11	issn	issn	PROPN
easat-1684	416	12	:	:	PUNCT
easat-1684	416	13	2576	2576	NUM
easat-1684	416	14	-	-	SYM
easat-1684	416	15	8484	8484	NUM
easat-1684	416	16	vol	vol	NOUN
easat-1684	416	17	.	.	PROPN
easat-1684	416	18	8	8	NUM
easat-1684	416	19	,	,	PUNCT
easat-1684	416	20	no	no	INTJ
easat-1684	416	21	.	.	NOUN
easat-1684	416	22	5	5	NUM
easat-1684	416	23	:	:	SYM
easat-1684	416	24	256	256	NUM
easat-1684	416	25	-	-	SYM
easat-1684	416	26	270	270	NUM
easat-1684	416	27	,	,	PUNCT
easat-1684	416	28	2024	2024	NUM
easat-1684	416	29	doi	doi	NOUN
easat-1684	416	30	:	:	PUNCT
easat-1684	416	31	10.55214/25768484.v8i5.1684	10.55214/25768484.v8i5.1684	NOUN
easat-1684	416	32	©	©	ADP
easat-1684	416	33	2024	2024	NUM
easat-1684	416	34	by	by	ADP
easat-1684	416	35	the	the	DET
easat-1684	416	36	authors	author	NOUN
easat-1684	416	37	;	;	PUNCT
easat-1684	416	38	licensee	licensee	PROPN
easat-1684	416	39	learning	learning	NOUN
easat-1684	416	40	gate	gate	NOUN
easat-1684	417	1	[	[	X
easat-1684	417	2	51	51	NUM
easat-1684	417	3	]	]	PUNCT
easat-1684	417	4	suryanto	suryanto	NOUN
easat-1684	417	5	,	,	PUNCT
easat-1684	417	6	y.	y.	PROPN
easat-1684	417	7	,	,	PUNCT
easat-1684	417	8	ramli	ramli	PROPN
easat-1684	417	9	,	,	PUNCT
easat-1684	417	10	k.	k.	PROPN
easat-1684	417	11	,	,	PUNCT
easat-1684	417	12	et	et	PROPN
easat-1684	417	13	al	al	PROPN
easat-1684	417	14	.	.	PUNCT
easat-1684	417	15	:	:	PUNCT
easat-1684	418	1	a	a	DET
easat-1684	418	2	new	new	ADJ
easat-1684	418	3	image	image	NOUN
easat-1684	418	4	encryption	encryption	NOUN
easat-1684	418	5	using	use	VERB
easat-1684	418	6	color	color	NOUN
easat-1684	418	7	scrambling	scramble	VERB
easat-1684	418	8	based	base	VERB
easat-1684	418	9	on	on	ADP
easat-1684	418	10	chaotic	chaotic	ADJ
easat-1684	418	11	permutation	permutation	NOUN
easat-1684	418	12	multiple	multiple	ADJ
easat-1684	418	13	circular	circular	ADJ
easat-1684	418	14	shrinking	shrinking	NOUN
easat-1684	418	15	and	and	CCONJ
easat-1684	418	16	expanding	expand	VERB
easat-1684	418	17	.	.	PUNCT
easat-1684	419	1	multimedia	multimedia	NOUN
easat-1684	419	2	tools	tool	NOUN
easat-1684	419	3	and	and	CCONJ
easat-1684	419	4	applications	application	NOUN
easat-1684	419	5	76(15	76(15	NOUN
easat-1684	419	6	)	)	PUNCT
easat-1684	419	7	,	,	PUNCT
easat-1684	419	8	16831–16854	16831–16854	NUM
easat-1684	419	9	(	(	PUNCT
easat-1684	419	10	2017	2017	NUM
easat-1684	419	11	)	)	PUNCT
easat-1684	420	1	[	[	X
easat-1684	420	2	52	52	NUM
easat-1684	420	3	]	]	SYM
easat-1684	420	4	rix	rix	PROPN
easat-1684	420	5	,	,	PUNCT
easat-1684	420	6	a.w	a.w	PROPN
easat-1684	420	7	.	.	PROPN
easat-1684	420	8	,	,	PUNCT
easat-1684	420	9	beerends	beerend	VERB
easat-1684	420	10	,	,	PUNCT
easat-1684	420	11	j.g	j.g	PROPN
easat-1684	420	12	.	.	PROPN
easat-1684	420	13	,	,	PUNCT
easat-1684	420	14	hollier	hollier	NOUN
easat-1684	420	15	,	,	PUNCT
easat-1684	420	16	m.p	m.p	PROPN
easat-1684	420	17	.	.	PROPN
easat-1684	420	18	,	,	PUNCT
easat-1684	420	19	hekstra	hekstra	PROPN
easat-1684	420	20	,	,	PUNCT
easat-1684	420	21	a.p	a.p	PROPN
easat-1684	420	22	.	.	PROPN
easat-1684	420	23	:	:	PUNCT
easat-1684	421	1	perceptual	perceptual	ADJ
easat-1684	421	2	evaluation	evaluation	NOUN
easat-1684	421	3	of	of	ADP
easat-1684	421	4	speech	speech	NOUN
easat-1684	421	5	quality	quality	NOUN
easat-1684	421	6	(	(	PUNCT
easat-1684	421	7	pesq)-a	pesq)-a	NOUN
easat-1684	421	8	new	new	ADJ
easat-1684	421	9	method	method	NOUN
easat-1684	421	10	for	for	ADP
easat-1684	421	11	speech	speech	NOUN
easat-1684	421	12	quality	quality	NOUN
easat-1684	421	13	assessment	assessment	NOUN
easat-1684	421	14	of	of	ADP
easat-1684	421	15	telephone	telephone	NOUN
easat-1684	421	16	networks	network	NOUN
easat-1684	421	17	and	and	CCONJ
easat-1684	421	18	codecs	codec	NOUN
easat-1684	421	19	.	.	PUNCT
easat-1684	422	1	in	in	ADP
easat-1684	422	2	:	:	PUNCT
easat-1684	422	3	2001	2001	NUM
easat-1684	422	4	iieee	iieee	NOUN
easat-1684	422	5	int	int	NOUN
easat-1684	422	6	.	.	PUNCT
easat-1684	422	7	conf	conf	PROPN
easat-1684	422	8	.	.	PUNCT
easat-1684	422	9	acoust	acoust	PROPN
easat-1684	422	10	.	.	PUNCT
easat-1684	423	1	speech	speech	NOUN
easat-1684	423	2	and	and	CCONJ
easat-1684	423	3	signal	signal	NOUN
easat-1684	423	4	process	process	NOUN
easat-1684	423	5	.	.	PUNCT
easat-1684	424	1	(	(	PUNCT
easat-1684	424	2	icassp	icassp	ADV
easat-1684	424	3	)	)	PUNCT
easat-1684	424	4	,	,	PUNCT
easat-1684	424	5	vol	vol	NOUN
easat-1684	424	6	.	.	PROPN
easat-1684	425	1	2	2	NUM
easat-1684	425	2	,	,	PUNCT
easat-1684	425	3	pp	pp	ADJ
easat-1684	425	4	.	.	PUNCT
easat-1684	426	1	749–7522	749–7522	NUM
easat-1684	426	2	(	(	PUNCT
easat-1684	426	3	2001	2001	NUM
easat-1684	426	4	)	)	PUNCT
easat-1684	427	1	[	[	X
easat-1684	427	2	53	53	NUM
easat-1684	427	3	]	]	SYM
easat-1684	427	4	hu	hu	PROPN
easat-1684	427	5	,	,	PUNCT
easat-1684	427	6	y.	y.	PROPN
easat-1684	427	7	,	,	PUNCT
easat-1684	427	8	loizou	loizou	PROPN
easat-1684	427	9	,	,	PUNCT
easat-1684	427	10	p.c	p.c	PROPN
easat-1684	427	11	.	.	PROPN
easat-1684	427	12	:	:	PUNCT
easat-1684	427	13	evaluation	evaluation	NOUN
easat-1684	427	14	of	of	ADP
easat-1684	427	15	objective	objective	ADJ
easat-1684	427	16	quality	quality	NOUN
easat-1684	427	17	measures	measure	NOUN
easat-1684	427	18	for	for	ADP
easat-1684	427	19	speech	speech	NOUN
easat-1684	427	20	enhancement	enhancement	NOUN
easat-1684	427	21	.	.	PUNCT
easat-1684	428	1	ieee	ieee	PROPN
easat-1684	428	2	trans	trans	PROPN
easat-1684	428	3	.	.	PROPN
easat-1684	429	1	audio	audio	ADJ
easat-1684	429	2	,	,	PUNCT
easat-1684	429	3	speech	speech	NOUN
easat-1684	429	4	,	,	PUNCT
easat-1684	429	5	language	language	NOUN
easat-1684	429	6	process	process	NOUN
easat-1684	429	7	.	.	PUNCT
easat-1684	430	1	16(1	16(1	X
easat-1684	430	2	)	)	PUNCT
easat-1684	430	3	,	,	PUNCT
easat-1684	431	1	229–238	229–238	NUM
easat-1684	431	2	(	(	PUNCT
easat-1684	431	3	2008	2008	NUM
easat-1684	431	4	)	)	PUNCT
easat-1684	432	1	[	[	X
easat-1684	432	2	54	54	NUM
easat-1684	432	3	]	]	X
easat-1684	432	4	berouti	berouti	PROPN
easat-1684	432	5	,	,	PUNCT
easat-1684	432	6	m.	m.	NOUN
easat-1684	432	7	,	,	PUNCT
easat-1684	432	8	schwartz	schwartz	PROPN
easat-1684	432	9	,	,	PUNCT
easat-1684	432	10	r.	r.	PROPN
easat-1684	432	11	,	,	PUNCT
easat-1684	432	12	makhoul	makhoul	PROPN
easat-1684	432	13	,	,	PUNCT
easat-1684	432	14	j.	j.	PROPN
easat-1684	432	15	:	:	PUNCT
easat-1684	432	16	enhancement	enhancement	NOUN
easat-1684	432	17	of	of	ADP
easat-1684	432	18	speech	speech	NOUN
easat-1684	432	19	corrupted	corrupt	VERB
easat-1684	432	20	by	by	ADP
easat-1684	432	21	acoustic	acoustic	ADJ
easat-1684	432	22	noise	noise	NOUN
easat-1684	432	23	.	.	PUNCT
easat-1684	433	1	in	in	ADP
easat-1684	433	2	:	:	PUNCT
easat-1684	433	3	1979	1979	NUM
easat-1684	433	4	ieee	ieee	NOUN
easat-1684	433	5	int	int	NOUN
easat-1684	433	6	.	.	PUNCT
easat-1684	433	7	conf	conf	PROPN
easat-1684	433	8	.	.	PUNCT
easat-1684	433	9	acoust	acoust	PROPN
easat-1684	433	10	.	.	PUNCT
easat-1684	434	1	speech	speech	NOUN
easat-1684	434	2	and	and	CCONJ
easat-1684	434	3	signal	signal	NOUN
easat-1684	434	4	process	process	NOUN
easat-1684	434	5	.	.	PUNCT
easat-1684	435	1	(	(	PUNCT
easat-1684	435	2	icassp	icassp	ADV
easat-1684	435	3	)	)	PUNCT
easat-1684	435	4	,	,	PUNCT
easat-1684	435	5	vol	vol	NOUN
easat-1684	435	6	.	.	PROPN
easat-1684	436	1	4	4	NUM
easat-1684	436	2	,	,	PUNCT
easat-1684	436	3	pp	pp	ADJ
easat-1684	436	4	.	.	PUNCT
easat-1684	437	1	208–211	208–211	NUM
easat-1684	437	2	(	(	PUNCT
easat-1684	437	3	1979	1979	NUM
easat-1684	437	4	)	)	PUNCT
easat-1684	438	1	[	[	X
easat-1684	438	2	55	55	NUM
easat-1684	438	3	]	]	SYM
easat-1684	438	4	hu	hu	PROPN
easat-1684	438	5	,	,	PUNCT
easat-1684	438	6	y.	y.	PROPN
easat-1684	438	7	,	,	PUNCT
easat-1684	438	8	loizou	loizou	PROPN
easat-1684	438	9	,	,	PUNCT
easat-1684	438	10	p.c	p.c	PROPN
easat-1684	438	11	.	.	PROPN
easat-1684	438	12	:	:	PUNCT
easat-1684	439	1	a	a	DET
easat-1684	439	2	generalized	generalize	VERB
easat-1684	439	3	subspace	subspace	NOUN
easat-1684	439	4	approach	approach	NOUN
easat-1684	439	5	for	for	ADP
easat-1684	439	6	enhancing	enhance	VERB
easat-1684	439	7	speech	speech	NOUN
easat-1684	439	8	corrupted	corrupt	VERB
easat-1684	439	9	by	by	ADP
easat-1684	439	10	colored	colored	ADJ
easat-1684	439	11	noise	noise	NOUN
easat-1684	439	12	.	.	PUNCT
easat-1684	440	1	ieee	ieee	PROPN
easat-1684	440	2	trans	trans	PROPN
easat-1684	440	3	.	.	PROPN
easat-1684	440	4	speech	speech	NOUN
easat-1684	440	5	audio	audio	NOUN
easat-1684	440	6	process	process	NOUN
easat-1684	440	7	.	.	PUNCT
easat-1684	441	1	11(4	11(4	NUM
easat-1684	441	2	)	)	PUNCT
easat-1684	441	3	,	,	PUNCT
easat-1684	441	4	334–341	334–341	NUM
easat-1684	441	5	(	(	PUNCT
easat-1684	441	6	2003	2003	NUM
easat-1684	441	7	)	)	PUNCT
easat-1684	442	1	[	[	X
easat-1684	442	2	56	56	NUM
easat-1684	442	3	]	]	X
easat-1684	442	4	ephraim	ephraim	PROPN
easat-1684	442	5	,	,	PUNCT
easat-1684	442	6	y.	y.	PROPN
easat-1684	442	7	,	,	PUNCT
easat-1684	442	8	malah	malah	PROPN
easat-1684	442	9	,	,	PUNCT
easat-1684	442	10	d.	d.	NOUN
easat-1684	442	11	:	:	PUNCT
easat-1684	442	12	speech	speech	NOUN
easat-1684	442	13	enhancement	enhancement	NOUN
easat-1684	442	14	using	use	VERB
easat-1684	442	15	a	a	DET
easat-1684	442	16	minimum	minimum	ADJ
easat-1684	442	17	mean	mean	ADJ
easat-1684	442	18	-	-	PUNCT
easat-1684	442	19	square	square	NOUN
easat-1684	442	20	error	error	NOUN
easat-1684	442	21	log	log	NOUN
easat-1684	442	22	-	-	PUNCT
easat-1684	442	23	spectral	spectral	ADJ
easat-1684	442	24	amplitude	amplitude	NOUN
easat-1684	442	25	estimator	estimator	NOUN
easat-1684	442	26	.	.	PUNCT
easat-1684	443	1	ieee	ieee	PROPN
easat-1684	443	2	trans	trans	PROPN
easat-1684	443	3	.	.	PUNCT
easat-1684	444	1	acoust	acoust	PROPN
easat-1684	444	2	.	.	PUNCT
easat-1684	444	3	speech	speech	NOUN
easat-1684	444	4	signal	signal	NOUN
easat-1684	444	5	process	process	NOUN
easat-1684	444	6	.	.	PUNCT
easat-1684	445	1	33(2	33(2	NUM
easat-1684	445	2	)	)	PUNCT
easat-1684	445	3	,	,	PUNCT
easat-1684	445	4	443–445	443–445	PROPN
easat-1684	445	5	(	(	PUNCT
easat-1684	445	6	1985	1985	NUM
easat-1684	445	7	)	)	PUNCT
easat-1684	446	1	[	[	X
easat-1684	446	2	57	57	NUM
easat-1684	446	3	]	]	X
easat-1684	446	4	shi	shi	PROPN
easat-1684	446	5	,	,	PUNCT
easat-1684	446	6	y.	y.	PROPN
easat-1684	446	7	,	,	PUNCT
easat-1684	446	8	rong	rong	PROPN
easat-1684	446	9	,	,	PUNCT
easat-1684	446	10	w.	w.	PROPN
easat-1684	446	11	,	,	PUNCT
easat-1684	446	12	zheng	zheng	PROPN
easat-1684	446	13	,	,	PUNCT
easat-1684	446	14	n.	n.	NOUN
easat-1684	446	15	:	:	PUNCT
easat-1684	446	16	speech	speech	NOUN
easat-1684	446	17	enhancement	enhancement	NOUN
easat-1684	446	18	using	use	VERB
easat-1684	446	19	convolutional	convolutional	ADJ
easat-1684	446	20	neural	neural	ADJ
easat-1684	446	21	network	network	NOUN
easat-1684	446	22	with	with	ADP
easat-1684	446	23	skip	skip	ADJ
easat-1684	446	24	connections	connection	NOUN
easat-1684	446	25	.	.	PUNCT
easat-1684	447	1	in	in	ADP
easat-1684	447	2	:	:	PUNCT
easat-1684	447	3	2018	2018	NUM
easat-1684	447	4	11th	11th	ADJ
easat-1684	447	5	international	international	ADJ
easat-1684	447	6	symposium	symposium	NOUN
easat-1684	447	7	on	on	ADP
easat-1684	447	8	chinese	chinese	ADJ
easat-1684	447	9	spoken	spoken	ADJ
easat-1684	447	10	language	language	NOUN
easat-1684	447	11	processing	processing	NOUN
easat-1684	447	12	(	(	PUNCT
easat-1684	447	13	iscslp	iscslp	PROPN
easat-1684	447	14	)	)	PUNCT
easat-1684	447	15	,	,	PUNCT
easat-1684	447	16	pp	pp	PROPN
easat-1684	447	17	.	.	PUNCT
easat-1684	448	1	6–10	6–10	NOUN
easat-1684	448	2	(	(	PUNCT
easat-1684	448	3	2018	2018	NUM
easat-1684	448	4	)	)	PUNCT
easat-1684	448	5	.	.	PUNCT
easat-1684	449	1	https://doi.org/	https://doi.org/	VERB
easat-1684	449	2	10.1109	10.1109	NUM
easat-1684	449	3	/	/	SYM
easat-1684	449	4	iscslp.2018.8706591	iscslp.2018.8706591	PROPN
easat-1684	450	1	[	[	X
easat-1684	450	2	58	58	NUM
easat-1684	450	3	]	]	X
easat-1684	450	4	takeuchi	takeuchi	PROPN
easat-1684	450	5	,	,	PUNCT
easat-1684	450	6	d.	d.	PROPN
easat-1684	450	7	,	,	PUNCT
easat-1684	450	8	yatabe	yatabe	PROPN
easat-1684	450	9	,	,	PUNCT
easat-1684	450	10	k.	k.	PROPN
easat-1684	450	11	,	,	PUNCT
easat-1684	450	12	koizumi	koizumi	PROPN
easat-1684	450	13	,	,	PUNCT
easat-1684	450	14	y.	y.	PROPN
easat-1684	450	15	,	,	PUNCT
easat-1684	450	16	oikawa	oikawa	PROPN
easat-1684	450	17	,	,	PUNCT
easat-1684	450	18	y.	y.	PROPN
easat-1684	450	19	,	,	PUNCT
easat-1684	450	20	harada	harada	PROPN
easat-1684	450	21	,	,	PUNCT
easat-1684	450	22	n.	n.	NOUN
easat-1684	450	23	:	:	PUNCT
easat-1684	450	24	real	real	ADJ
easat-1684	450	25	-	-	PUNCT
easat-1684	450	26	time	time	NOUN
easat-1684	450	27	speech	speech	NOUN
easat-1684	450	28	enhancement	enhancement	NOUN
easat-1684	450	29	using	use	VERB
easat-1684	450	30	equilibriated	equilibriate	VERB
easat-1684	450	31	rnn	rnn	NOUN
easat-1684	450	32	.	.	PUNCT
easat-1684	451	1	in	in	ADP
easat-1684	451	2	:	:	PUNCT
easat-1684	451	3	icassp	icassp	NOUN
easat-1684	451	4	2020	2020	NUM
easat-1684	451	5	-	-	SYM
easat-1684	451	6	2020	2020	NUM
easat-1684	451	7	ieee	ieee	NOUN
easat-1684	451	8	international	international	ADJ
easat-1684	451	9	conference	conference	NOUN
easat-1684	451	10	on	on	ADP
easat-1684	451	11	acoustics	acoustic	NOUN
easat-1684	451	12	,	,	PUNCT
easat-1684	451	13	speech	speech	NOUN
easat-1684	451	14	and	and	CCONJ
easat-1684	451	15	signal	signal	NOUN
easat-1684	451	16	processing	processing	NOUN
easat-1684	451	17	(	(	PUNCT
easat-1684	451	18	icassp	icassp	PROPN
easat-1684	451	19	)	)	PUNCT
easat-1684	451	20	,	,	PUNCT
easat-1684	451	21	pp	pp	ADP
easat-1684	451	22	.	.	PUNCT
easat-1684	452	1	851–855	851–855	NUM
easat-1684	452	2	(	(	PUNCT
easat-1684	452	3	2020	2020	NUM
easat-1684	452	4	)	)	PUNCT
easat-1684	452	5	.	.	PUNCT
easat-1684	453	1	ieee	ieee	PROPN
easat-1684	453	2	[	[	X
easat-1684	453	3	59	59	NUM
easat-1684	453	4	]	]	SYM
easat-1684	453	5	pandey	pandey	PROPN
easat-1684	453	6	,	,	PUNCT
easat-1684	453	7	a.	a.	PROPN
easat-1684	453	8	,	,	PUNCT
easat-1684	453	9	wang	wang	PROPN
easat-1684	453	10	,	,	PUNCT
easat-1684	453	11	d.	d.	PROPN
easat-1684	453	12	:	:	PUNCT
easat-1684	453	13	on	on	ADP
easat-1684	453	14	adversarial	adversarial	ADJ
easat-1684	453	15	training	training	NOUN
easat-1684	453	16	and	and	CCONJ
easat-1684	453	17	loss	loss	NOUN
easat-1684	453	18	functions	function	NOUN
easat-1684	453	19	for	for	ADP
easat-1684	453	20	speech	speech	NOUN
easat-1684	453	21	enhancement	enhancement	NOUN
easat-1684	453	22	.	.	PUNCT
easat-1684	454	1	in	in	ADP
easat-1684	454	2	:	:	PUNCT
easat-1684	454	3	2018	2018	NUM
easat-1684	454	4	ieee	ieee	NOUN
easat-1684	454	5	international	international	ADJ
easat-1684	454	6	conference	conference	NOUN
easat-1684	454	7	on	on	ADP
easat-1684	454	8	acoustics	acoustic	NOUN
easat-1684	454	9	,	,	PUNCT
easat-1684	454	10	speech	speech	NOUN
easat-1684	454	11	and	and	CCONJ
easat-1684	454	12	signal	signal	NOUN
easat-1684	454	13	processing	processing	NOUN
easat-1684	454	14	(	(	PUNCT
easat-1684	454	15	icassp	icassp	PROPN
easat-1684	454	16	)	)	PUNCT
easat-1684	454	17	,	,	PUNCT
easat-1684	454	18	pp	pp	ADP
easat-1684	454	19	.	.	PUNCT
easat-1684	455	1	5414–5418	5414–5418	NUM
easat-1684	455	2	(	(	PUNCT
easat-1684	455	3	2018	2018	NUM
easat-1684	455	4	)	)	PUNCT
easat-1684	455	5	.	.	PUNCT
easat-1684	456	1	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
easat-1684	456	2	icassp.2018.8462614	icassp.2018.8462614	ADJ