id	sid	tid	token	lemma	pos
cana-3108	1	1	communications	communication	NOUN
cana-3108	1	2	on	on	ADP
cana-3108	1	3	applied	apply	VERB
cana-3108	1	4	nonlinear	nonlinear	ADJ
cana-3108	1	5	analysis	analysis	NOUN
cana-3108	1	6	issn	issn	NOUN
cana-3108	1	7	:	:	PUNCT
cana-3108	1	8	1074	1074	NUM
cana-3108	1	9	-	-	PUNCT
cana-3108	1	10	133x	133x	NUM
cana-3108	1	11	vol	vol	NOUN
cana-3108	1	12	32	32	NUM
cana-3108	1	13	no	no	NOUN
cana-3108	1	14	.	.	PUNCT
cana-3108	2	1	5s	5s	NUM
cana-3108	2	2	(	(	PUNCT
cana-3108	2	3	2025	2025	NUM
cana-3108	2	4	)	)	PUNCT
cana-3108	2	5	376	376	NUM
cana-3108	3	1	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	3	2	m	m	VERB
cana-3108	3	3	a	a	DET
cana-3108	3	4	deep	deep	ADJ
cana-3108	3	5	learning	learning	NOUN
cana-3108	3	6	based	base	VERB
cana-3108	3	7	adaptive	adaptive	ADJ
cana-3108	3	8	model	model	NOUN
cana-3108	3	9	for	for	ADP
cana-3108	3	10	blocking	block	VERB
cana-3108	3	11	incoming	incoming	ADJ
cana-3108	3	12	calls	call	NOUN
cana-3108	3	13	based	base	VERB
cana-3108	3	14	on	on	ADP
cana-3108	3	15	the	the	DET
cana-3108	3	16	caller	caller	NOUN
cana-3108	3	17	's	's	PART
cana-3108	3	18	voice	voice	NOUN
cana-3108	3	19	commands	command	VERB
cana-3108	3	20	kalyani	kalyani	PROPN
cana-3108	3	21	ghuge1	ghuge1	PROPN
cana-3108	3	22	,	,	PUNCT
cana-3108	3	23	dr	dr	PROPN
cana-3108	3	24	.	.	PROPN
cana-3108	3	25	sangita	sangita	PROPN
cana-3108	3	26	m.jaybhaye2	m.jaybhaye2	PROPN
cana-3108	3	27	,	,	PUNCT
cana-3108	3	28	bharati	bharati	PROPN
cana-3108	3	29	p.	p.	PROPN
cana-3108	3	30	vasgi3	vasgi3	PROPN
cana-3108	3	31	,	,	PUNCT
cana-3108	3	32	ganesh	ganesh	NOUN
cana-3108	3	33	chandrabhan	chandrabhan	ADP
cana-3108	3	34	shelke4	shelke4	PROPN
cana-3108	3	35	,	,	PUNCT
cana-3108	3	36	seema	seema	PROPN
cana-3108	3	37	vanjire5	vanjire5	PROPN
cana-3108	3	38	,	,	PUNCT
cana-3108	3	39	vilas	vilas	PROPN
cana-3108	3	40	d	d	PROPN
cana-3108	3	41	ghonge6	ghonge6	PROPN
cana-3108	3	42	,	,	PUNCT
cana-3108	3	43	chandrakant	chandrakant	VERB
cana-3108	3	44	d.	d.	PROPN
cana-3108	3	45	kokane7	kokane7	PROPN
cana-3108	4	1	1vishwakarma	1vishwakarma	NUM
cana-3108	4	2	institute	institute	NOUN
cana-3108	4	3	of	of	ADP
cana-3108	4	4	technology	technology	PROPN
cana-3108	4	5	,	,	PUNCT
cana-3108	4	6	pune	pune	NOUN
cana-3108	4	7	,	,	PUNCT
cana-3108	4	8	maharashtra	maharashtra	PROPN
cana-3108	4	9	,	,	PUNCT
cana-3108	4	10	india	india	PROPN
cana-3108	4	11	.	.	PUNCT
cana-3108	5	1	ghugeks896@gmail.com	ghugeks896@gmail.com	PROPN
cana-3108	5	2	2vishwakarma	2vishwakarma	NUM
cana-3108	5	3	institute	institute	NOUN
cana-3108	5	4	of	of	ADP
cana-3108	5	5	technology	technology	PROPN
cana-3108	5	6	,	,	PUNCT
cana-3108	5	7	pune	pune	NOUN
cana-3108	5	8	,	,	PUNCT
cana-3108	5	9	maharashtra	maharashtra	PROPN
cana-3108	5	10	,	,	PUNCT
cana-3108	5	11	india	india	PROPN
cana-3108	5	12	.	.	PUNCT
cana-3108	6	1	sangita.jaybhaye@vit.edu	sangita.jaybhaye@vit.edu	PROPN
cana-3108	6	2	3marathwada	3marathwada	NUM
cana-3108	6	3	mitra	mitra	PROPN
cana-3108	6	4	mandal	mandal	PROPN
cana-3108	6	5	's	's	PART
cana-3108	6	6	coe	coe	PROPN
cana-3108	6	7	,	,	PUNCT
cana-3108	6	8	pune	pune	PROPN
cana-3108	6	9	,	,	PUNCT
cana-3108	6	10	maharashtra	maharashtra	PROPN
cana-3108	6	11	,	,	PUNCT
cana-3108	6	12	india	india	PROPN
cana-3108	6	13	.	.	PUNCT
cana-3108	7	1	bharativasgi@gmail.com	bharativasgi@gmail.com	PROPN
cana-3108	8	1	4vishwakarma	4vishwakarma	NUM
cana-3108	8	2	institute	institute	PROPN
cana-3108	8	3	of	of	ADP
cana-3108	8	4	technology	technology	NOUN
cana-3108	8	5	,	,	PUNCT
cana-3108	8	6	pune	pune	NOUN
cana-3108	8	7	,	,	PUNCT
cana-3108	8	8	maharashtra	maharashtra	PROPN
cana-3108	8	9	,	,	PUNCT
cana-3108	8	10	india	india	PROPN
cana-3108	8	11	.	.	PUNCT
cana-3108	9	1	ganesh.shelke@vit.edu	ganesh.shelke@vit.edu	PROPN
cana-3108	9	2	5assistant	5assistant	NUM
cana-3108	9	3	professor	professor	NOUN
cana-3108	9	4	,	,	PUNCT
cana-3108	9	5	department	department	NOUN
cana-3108	9	6	of	of	ADP
cana-3108	9	7	computer	computer	NOUN
cana-3108	9	8	engineering	engineering	NOUN
cana-3108	9	9	,	,	PUNCT
cana-3108	9	10	vishwakarma	vishwakarma	PROPN
cana-3108	9	11	university	university	NOUN
cana-3108	9	12	,	,	PUNCT
cana-3108	9	13	pune	pune	NOUN
cana-3108	9	14	,	,	PUNCT
cana-3108	9	15	maharashtra	maharashtra	PROPN
cana-3108	9	16	,	,	PUNCT
cana-3108	9	17	india	india	PROPN
cana-3108	9	18	.	.	PUNCT
cana-3108	9	19	seema.vanjire@vupune.ac.in	seema.vanjire@vupune.ac.in	NUM
cana-3108	9	20	6vishwakarma	6vishwakarma	NUM
cana-3108	9	21	institute	institute	NOUN
cana-3108	9	22	of	of	ADP
cana-3108	9	23	technology	technology	NOUN
cana-3108	9	24	,	,	PUNCT
cana-3108	9	25	pune	pune	NOUN
cana-3108	9	26	,	,	PUNCT
cana-3108	9	27	maharashtra	maharashtra	PROPN
cana-3108	9	28	,	,	PUNCT
cana-3108	9	29	india	india	PROPN
cana-3108	9	30	.	.	PUNCT
cana-3108	10	1	vilasghonge77@gmail.com	vilasghonge77@gmail.com	X
cana-3108	10	2	7nutan	7nutan	PROPN
cana-3108	10	3	maharashtra	maharashtra	PROPN
cana-3108	10	4	institute	institute	PROPN
cana-3108	10	5	of	of	ADP
cana-3108	10	6	engineering	engineering	PROPN
cana-3108	10	7	&	&	CCONJ
cana-3108	10	8	technology	technology	NOUN
cana-3108	10	9	,	,	PUNCT
cana-3108	10	10	talegaon(d	talegaon(d	PROPN
cana-3108	10	11	)	)	PUNCT
cana-3108	10	12	,	,	PUNCT
cana-3108	10	13	pune	pune	NOUN
cana-3108	10	14	,	,	PUNCT
cana-3108	10	15	maharashtra	maharashtra	PROPN
cana-3108	10	16	,	,	PUNCT
cana-3108	10	17	india	india	PROPN
cana-3108	10	18	.	.	PUNCT
cana-3108	11	1	cdkokane1992@gmail.com	cdkokane1992@gmail.com	PROPN
cana-3108	12	1	article	article	NOUN
cana-3108	12	2	history	history	NOUN
cana-3108	12	3	:	:	PUNCT
cana-3108	12	4	received	receive	VERB
cana-3108	12	5	:	:	PUNCT
cana-3108	12	6	10	10	NUM
cana-3108	12	7	-	-	SYM
cana-3108	12	8	10	10	NUM
cana-3108	12	9	-	-	PUNCT
cana-3108	12	10	2024	2024	NUM
cana-3108	12	11	revised	revise	VERB
cana-3108	12	12	:	:	PUNCT
cana-3108	12	13	27	27	NUM
cana-3108	12	14	-	-	SYM
cana-3108	12	15	11	11	NUM
cana-3108	12	16	-	-	PUNCT
cana-3108	12	17	2024	2024	NUM
cana-3108	12	18	accepted	accept	VERB
cana-3108	12	19	:	:	PUNCT
cana-3108	12	20	08	08	NUM
cana-3108	12	21	-	-	SYM
cana-3108	12	22	12	12	NUM
cana-3108	12	23	-	-	PUNCT
cana-3108	12	24	2024	2024	NUM
cana-3108	12	25	abstract	abstract	NOUN
cana-3108	12	26	:	:	PUNCT
cana-3108	12	27	the	the	DET
cana-3108	12	28	proliferation	proliferation	NOUN
cana-3108	12	29	of	of	ADP
cana-3108	12	30	intrusive	intrusive	ADJ
cana-3108	12	31	and	and	CCONJ
cana-3108	12	32	potentially	potentially	ADV
cana-3108	12	33	harmful	harmful	ADJ
cana-3108	12	34	incoming	incoming	ADJ
cana-3108	12	35	calls	call	NOUN
cana-3108	12	36	necessitates	necessitate	VERB
cana-3108	12	37	innovative	innovative	ADJ
cana-3108	12	38	solutions	solution	NOUN
cana-3108	12	39	that	that	PRON
cana-3108	12	40	transcend	transcend	VERB
cana-3108	12	41	traditional	traditional	ADJ
cana-3108	12	42	blocking	block	VERB
cana-3108	12	43	mechanisms	mechanism	NOUN
cana-3108	12	44	.	.	PUNCT
cana-3108	13	1	this	this	DET
cana-3108	13	2	research	research	NOUN
cana-3108	13	3	introduces	introduce	VERB
cana-3108	13	4	a	a	DET
cana-3108	13	5	groundbreaking	groundbreake	VERB
cana-3108	13	6	deep	deep	ADJ
cana-3108	13	7	learning	learning	NOUN
cana-3108	13	8	-	-	PUNCT
cana-3108	13	9	powered	power	VERB
cana-3108	13	10	adaptive	adaptive	ADJ
cana-3108	13	11	model	model	NOUN
cana-3108	13	12	that	that	PRON
cana-3108	13	13	revolutionizes	revolutionize	VERB
cana-3108	13	14	call	call	NOUN
cana-3108	13	15	management	management	NOUN
cana-3108	13	16	through	through	ADP
cana-3108	13	17	sophisticated	sophisticated	ADJ
cana-3108	13	18	voice	voice	NOUN
cana-3108	13	19	command	command	NOUN
cana-3108	13	20	analysis	analysis	NOUN
cana-3108	13	21	.	.	PUNCT
cana-3108	14	1	by	by	ADP
cana-3108	14	2	leveraging	leverage	VERB
cana-3108	14	3	advanced	advanced	ADJ
cana-3108	14	4	machine	machine	NOUN
cana-3108	14	5	learning	learn	VERB
cana-3108	14	6	techniques	technique	NOUN
cana-3108	14	7	,	,	PUNCT
cana-3108	14	8	we	we	PRON
cana-3108	14	9	develop	develop	VERB
cana-3108	14	10	a	a	DET
cana-3108	14	11	context	context	NOUN
cana-3108	14	12	-	-	PUNCT
cana-3108	14	13	aware	aware	ADJ
cana-3108	14	14	system	system	NOUN
cana-3108	14	15	capable	capable	ADJ
cana-3108	14	16	of	of	ADP
cana-3108	14	17	dynamically	dynamically	ADV
cana-3108	14	18	interpreting	interpret	VERB
cana-3108	14	19	caller	caller	NOUN
cana-3108	14	20	intent	intent	NOUN
cana-3108	14	21	with	with	ADP
cana-3108	14	22	unprecedented	unprecedented	ADJ
cana-3108	14	23	precision	precision	NOUN
cana-3108	14	24	.	.	PUNCT
cana-3108	15	1	our	our	PRON
cana-3108	15	2	novel	novel	ADJ
cana-3108	15	3	methodology	methodology	NOUN
cana-3108	15	4	integrates	integrate	VERB
cana-3108	15	5	multimodal	multimodal	ADJ
cana-3108	15	6	feature	feature	NOUN
cana-3108	15	7	extraction	extraction	NOUN
cana-3108	15	8	,	,	PUNCT
cana-3108	15	9	sentiment	sentiment	NOUN
cana-3108	15	10	analysis	analysis	NOUN
cana-3108	15	11	,	,	PUNCT
cana-3108	15	12	and	and	CCONJ
cana-3108	15	13	reinforcement	reinforcement	NOUN
cana-3108	15	14	learning	learning	NOUN
cana-3108	15	15	to	to	PART
cana-3108	15	16	create	create	VERB
cana-3108	15	17	an	an	DET
cana-3108	15	18	intelligent	intelligent	ADJ
cana-3108	15	19	call	call	NOUN
cana-3108	15	20	-	-	PUNCT
cana-3108	15	21	blocking	block	VERB
cana-3108	15	22	mechanism	mechanism	NOUN
cana-3108	15	23	.	.	PUNCT
cana-3108	16	1	utilizing	utilize	VERB
cana-3108	16	2	state	state	NOUN
cana-3108	16	3	-	-	PUNCT
cana-3108	16	4	ofthe	ofthe	NOUN
cana-3108	16	5	-	-	PUNCT
cana-3108	16	6	art	art	NOUN
cana-3108	16	7	convolutional	convolutional	ADJ
cana-3108	16	8	and	and	CCONJ
cana-3108	16	9	transformer	transformer	NOUN
cana-3108	16	10	-	-	PUNCT
cana-3108	16	11	based	base	VERB
cana-3108	16	12	neural	neural	ADJ
cana-3108	16	13	architectures	architecture	NOUN
cana-3108	16	14	,	,	PUNCT
cana-3108	16	15	we	we	PRON
cana-3108	16	16	process	process	VERB
cana-3108	16	17	voice	voice	NOUN
cana-3108	16	18	commands	command	NOUN
cana-3108	16	19	to	to	PART
cana-3108	16	20	classify	classify	VERB
cana-3108	16	21	potential	potential	ADJ
cana-3108	16	22	spam	spam	NOUN
cana-3108	16	23	or	or	CCONJ
cana-3108	16	24	unwanted	unwanted	ADJ
cana-3108	16	25	communications	communication	NOUN
cana-3108	16	26	with	with	ADP
cana-3108	16	27	97.6	97.6	NUM
cana-3108	16	28	%	%	NOUN
cana-3108	16	29	accuracy	accuracy	NOUN
cana-3108	16	30	.	.	PUNCT
cana-3108	17	1	the	the	DET
cana-3108	17	2	proposed	propose	VERB
cana-3108	17	3	adaptive	adaptive	ADJ
cana-3108	17	4	framework	framework	NOUN
cana-3108	17	5	demonstrates	demonstrate	VERB
cana-3108	17	6	remarkable	remarkable	ADJ
cana-3108	17	7	user	user	NOUN
cana-3108	17	8	-	-	PUNCT
cana-3108	17	9	centric	centric	ADJ
cana-3108	17	10	flexibility	flexibility	NOUN
cana-3108	17	11	,	,	PUNCT
cana-3108	17	12	reducing	reduce	VERB
cana-3108	17	13	false	false	ADJ
cana-3108	17	14	positive	positive	ADJ
cana-3108	17	15	rates	rate	NOUN
cana-3108	17	16	by	by	ADP
cana-3108	17	17	62	62	NUM
cana-3108	17	18	%	%	NOUN
cana-3108	17	19	compared	compare	VERB
cana-3108	17	20	to	to	ADP
cana-3108	17	21	existing	exist	VERB
cana-3108	17	22	rule	rule	NOUN
cana-3108	17	23	-	-	PUNCT
cana-3108	17	24	based	base	VERB
cana-3108	17	25	systems	system	NOUN
cana-3108	17	26	.	.	PUNCT
cana-3108	18	1	the	the	DET
cana-3108	18	2	research	research	NOUN
cana-3108	18	3	significantly	significantly	ADV
cana-3108	18	4	contributes	contribute	VERB
cana-3108	18	5	to	to	ADP
cana-3108	18	6	privacy	privacy	NOUN
cana-3108	18	7	protection	protection	NOUN
cana-3108	18	8	technologies	technology	NOUN
cana-3108	18	9	,	,	PUNCT
cana-3108	18	10	offering	offer	VERB
cana-3108	18	11	a	a	DET
cana-3108	18	12	robust	robust	ADJ
cana-3108	18	13	,	,	PUNCT
cana-3108	18	14	real	real	ADJ
cana-3108	18	15	-	-	PUNCT
cana-3108	18	16	time	time	NOUN
cana-3108	18	17	solution	solution	NOUN
cana-3108	18	18	that	that	PRON
cana-3108	18	19	learns	learn	VERB
cana-3108	18	20	and	and	CCONJ
cana-3108	18	21	adapts	adapt	VERB
cana-3108	18	22	to	to	ADP
cana-3108	18	23	individual	individual	ADJ
cana-3108	18	24	user	user	NOUN
cana-3108	18	25	preferences	preference	NOUN
cana-3108	18	26	.	.	PUNCT
cana-3108	19	1	by	by	ADP
cana-3108	19	2	transforming	transform	VERB
cana-3108	19	3	call	call	NOUN
cana-3108	19	4	management	management	NOUN
cana-3108	19	5	from	from	ADP
cana-3108	19	6	static	static	ADJ
cana-3108	19	7	filtering	filtering	NOUN
cana-3108	19	8	to	to	ADP
cana-3108	19	9	dynamic	dynamic	ADJ
cana-3108	19	10	,	,	PUNCT
cana-3108	19	11	intelligent	intelligent	ADJ
cana-3108	19	12	screening	screening	NOUN
cana-3108	19	13	,	,	PUNCT
cana-3108	19	14	we	we	PRON
cana-3108	19	15	address	address	VERB
cana-3108	19	16	critical	critical	ADJ
cana-3108	19	17	challenges	challenge	NOUN
cana-3108	19	18	in	in	ADP
cana-3108	19	19	telecommunications	telecommunications	NOUN
cana-3108	19	20	privacy	privacy	NOUN
cana-3108	19	21	and	and	CCONJ
cana-3108	19	22	user	user	NOUN
cana-3108	19	23	experience	experience	NOUN
cana-3108	19	24	.	.	PUNCT
cana-3108	20	1	keywords	keyword	NOUN
cana-3108	20	2	:	:	PUNCT
cana-3108	20	3	deep	deep	ADJ
cana-3108	20	4	learning	learning	NOUN
cana-3108	20	5	,	,	PUNCT
cana-3108	20	6	voice	voice	NOUN
cana-3108	20	7	analysis	analysis	NOUN
cana-3108	20	8	,	,	PUNCT
cana-3108	20	9	adaptive	adaptive	ADJ
cana-3108	20	10	call	call	NOUN
cana-3108	20	11	blocking	blocking	NOUN
cana-3108	20	12	,	,	PUNCT
cana-3108	20	13	privacy	privacy	NOUN
cana-3108	20	14	protection	protection	NOUN
cana-3108	20	15	,	,	PUNCT
cana-3108	20	16	machine	machine	NOUN
cana-3108	20	17	learning	learning	NOUN
cana-3108	20	18	introduction	introduction	NOUN
cana-3108	20	19	technological	technological	ADJ
cana-3108	20	20	context	context	NOUN
cana-3108	20	21	and	and	CCONJ
cana-3108	20	22	communicative	communicative	ADJ
cana-3108	20	23	landscape	landscape	NOUN
cana-3108	20	24	the	the	DET
cana-3108	20	25	contemporary	contemporary	PROPN
cana-3108	20	26	telecommunications	telecommunication	NOUN
cana-3108	20	27	ecosystem	ecosystem	NOUN
cana-3108	20	28	represents	represent	VERB
cana-3108	20	29	a	a	DET
cana-3108	20	30	complex	complex	ADJ
cana-3108	20	31	,	,	PUNCT
cana-3108	20	32	dynamically	dynamically	ADV
cana-3108	20	33	evolving	evolve	VERB
cana-3108	20	34	landscape	landscape	NOUN
cana-3108	20	35	characterized	characterize	VERB
cana-3108	20	36	by	by	ADP
cana-3108	20	37	unprecedented	unprecedented	ADJ
cana-3108	20	38	technological	technological	ADJ
cana-3108	20	39	convergence	convergence	NOUN
cana-3108	20	40	and	and	CCONJ
cana-3108	20	41	communication	communication	NOUN
cana-3108	20	42	complexity	complexity	NOUN
cana-3108	20	43	.	.	PUNCT
cana-3108	21	1	as	as	SCONJ
cana-3108	21	2	digital	digital	ADJ
cana-3108	21	3	communication	communication	NOUN
cana-3108	21	4	channels	channel	NOUN
cana-3108	21	5	proliferate	proliferate	VERB
cana-3108	21	6	,	,	PUNCT
cana-3108	21	7	the	the	DET
cana-3108	21	8	vulnerability	vulnerability	NOUN
cana-3108	21	9	of	of	ADP
cana-3108	21	10	individual	individual	ADJ
cana-3108	21	11	and	and	CCONJ
cana-3108	21	12	organizational	organizational	ADJ
cana-3108	21	13	communication	communication	NOUN
cana-3108	21	14	infrastructures	infrastructure	NOUN
cana-3108	21	15	to	to	ADP
cana-3108	21	16	malicious	malicious	ADJ
cana-3108	21	17	interventions	intervention	NOUN
cana-3108	21	18	has	have	AUX
cana-3108	21	19	become	become	AUX
cana-3108	21	20	increasingly	increasingly	ADV
cana-3108	21	21	pronounced	pronounce	VERB
cana-3108	21	22	.	.	PUNCT
cana-3108	22	1	communications	communication	NOUN
cana-3108	22	2	on	on	ADP
cana-3108	22	3	applied	apply	VERB
cana-3108	22	4	nonlinear	nonlinear	ADJ
cana-3108	22	5	analysis	analysis	NOUN
cana-3108	22	6	issn	issn	NOUN
cana-3108	22	7	:	:	PUNCT
cana-3108	22	8	1074	1074	NUM
cana-3108	22	9	-	-	PUNCT
cana-3108	22	10	133x	133x	NUM
cana-3108	22	11	vol	vol	NOUN
cana-3108	22	12	32	32	NUM
cana-3108	22	13	no	no	NOUN
cana-3108	22	14	.	.	PUNCT
cana-3108	23	1	5s	5s	NUM
cana-3108	23	2	(	(	PUNCT
cana-3108	23	3	2025	2025	NUM
cana-3108	23	4	)	)	PUNCT
cana-3108	23	5	377	377	NUM
cana-3108	23	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	23	7	m	m	VERB
cana-3108	23	8	unsolicited	unsolicited	ADJ
cana-3108	23	9	calls	call	NOUN
cana-3108	23	10	,	,	PUNCT
cana-3108	23	11	spanning	span	VERB
cana-3108	23	12	diverse	diverse	ADJ
cana-3108	23	13	categories	category	NOUN
cana-3108	23	14	from	from	ADP
cana-3108	23	15	commercial	commercial	ADJ
cana-3108	23	16	telemarketing	telemarketing	NOUN
cana-3108	23	17	to	to	ADP
cana-3108	23	18	sophisticated	sophisticated	ADJ
cana-3108	23	19	social	social	ADJ
cana-3108	23	20	engineering	engineering	NOUN
cana-3108	23	21	attempts	attempt	NOUN
cana-3108	23	22	,	,	PUNCT
cana-3108	23	23	pose	pose	VERB
cana-3108	23	24	significant	significant	ADJ
cana-3108	23	25	challenges	challenge	NOUN
cana-3108	23	26	to	to	ADP
cana-3108	23	27	user	user	NOUN
cana-3108	23	28	privacy	privacy	NOUN
cana-3108	23	29	,	,	PUNCT
cana-3108	23	30	psychological	psychological	ADJ
cana-3108	23	31	well	well	NOUN
cana-3108	23	32	-	-	PUNCT
cana-3108	23	33	being	being	NOUN
cana-3108	23	34	,	,	PUNCT
cana-3108	23	35	and	and	CCONJ
cana-3108	23	36	operational	operational	ADJ
cana-3108	23	37	efficiency	efficiency	NOUN
cana-3108	23	38	.	.	PUNCT
cana-3108	24	1	challenges	challenge	NOUN
cana-3108	24	2	in	in	ADP
cana-3108	24	3	modern	modern	ADJ
cana-3108	24	4	communication	communication	NOUN
cana-3108	24	5	management	management	NOUN
cana-3108	24	6	the	the	DET
cana-3108	24	7	exponential	exponential	ADJ
cana-3108	24	8	growth	growth	NOUN
cana-3108	24	9	of	of	ADP
cana-3108	24	10	telecommunication	telecommunication	NOUN
cana-3108	24	11	technologies	technology	NOUN
cana-3108	24	12	has	have	AUX
cana-3108	24	13	created	create	VERB
cana-3108	24	14	a	a	DET
cana-3108	24	15	paradoxical	paradoxical	ADJ
cana-3108	24	16	environment	environment	NOUN
cana-3108	24	17	where	where	SCONJ
cana-3108	24	18	advanced	advanced	ADJ
cana-3108	24	19	communication	communication	NOUN
cana-3108	24	20	infrastructure	infrastructure	NOUN
cana-3108	24	21	coexists	coexist	VERB
cana-3108	24	22	with	with	ADP
cana-3108	24	23	sophisticated	sophisticated	ADJ
cana-3108	24	24	intrusive	intrusive	ADJ
cana-3108	24	25	communication	communication	NOUN
cana-3108	24	26	strategies	strategy	NOUN
cana-3108	24	27	.	.	PUNCT
cana-3108	25	1	traditional	traditional	ADJ
cana-3108	25	2	call	call	NOUN
cana-3108	25	3	management	management	NOUN
cana-3108	25	4	mechanisms	mechanism	NOUN
cana-3108	25	5	have	have	AUX
cana-3108	25	6	demonstrated	demonstrate	VERB
cana-3108	25	7	systemic	systemic	ADJ
cana-3108	25	8	limitations	limitation	NOUN
cana-3108	25	9	in	in	ADP
cana-3108	25	10	addressing	address	VERB
cana-3108	25	11	the	the	DET
cana-3108	25	12	nuanced	nuanced	ADJ
cana-3108	25	13	,	,	PUNCT
cana-3108	25	14	rapidly	rapidly	ADV
cana-3108	25	15	mutating	mutate	VERB
cana-3108	25	16	landscape	landscape	NOUN
cana-3108	25	17	of	of	ADP
cana-3108	25	18	potential	potential	ADJ
cana-3108	25	19	communication	communication	NOUN
cana-3108	25	20	threats	threat	NOUN
cana-3108	25	21	.	.	PUNCT
cana-3108	26	1	existing	exist	VERB
cana-3108	26	2	solutions	solution	NOUN
cana-3108	26	3	predominantly	predominantly	ADV
cana-3108	26	4	rely	rely	VERB
cana-3108	26	5	on	on	ADP
cana-3108	26	6	rudimentary	rudimentary	ADJ
cana-3108	26	7	filtering	filtering	NOUN
cana-3108	26	8	techniques	technique	NOUN
cana-3108	26	9	that	that	PRON
cana-3108	26	10	fail	fail	VERB
cana-3108	26	11	to	to	PART
cana-3108	26	12	capture	capture	VERB
cana-3108	26	13	the	the	DET
cana-3108	26	14	intricate	intricate	ADJ
cana-3108	26	15	contextual	contextual	ADJ
cana-3108	26	16	subtleties	subtlety	NOUN
cana-3108	26	17	inherent	inherent	ADJ
cana-3108	26	18	in	in	ADP
cana-3108	26	19	human	human	ADJ
cana-3108	26	20	vocal	vocal	ADJ
cana-3108	26	21	interactions	interaction	NOUN
cana-3108	26	22	.	.	PUNCT
cana-3108	27	1	technological	technological	ADJ
cana-3108	27	2	limitations	limitation	NOUN
cana-3108	27	3	of	of	ADP
cana-3108	27	4	current	current	ADJ
cana-3108	27	5	approaches	approach	NOUN
cana-3108	27	6	conventional	conventional	ADJ
cana-3108	27	7	call	call	NOUN
cana-3108	27	8	-	-	PUNCT
cana-3108	27	9	blocking	block	VERB
cana-3108	27	10	methodologies	methodology	NOUN
cana-3108	27	11	are	be	AUX
cana-3108	27	12	fundamentally	fundamentally	ADV
cana-3108	27	13	constrained	constrain	VERB
cana-3108	27	14	by	by	ADP
cana-3108	27	15	several	several	ADJ
cana-3108	27	16	critical	critical	ADJ
cana-3108	27	17	architectural	architectural	ADJ
cana-3108	27	18	limitations	limitation	NOUN
cana-3108	27	19	:	:	PUNCT
cana-3108	27	20	1	1	X
cana-3108	27	21	.	.	X
cana-3108	27	22	static	static	ADJ
cana-3108	27	23	filtering	filter	VERB
cana-3108	27	24	mechanisms	mechanism	NOUN
cana-3108	27	25	:	:	PUNCT
cana-3108	27	26	most	most	ADJ
cana-3108	27	27	existing	exist	VERB
cana-3108	27	28	systems	system	NOUN
cana-3108	27	29	employ	employ	VERB
cana-3108	27	30	deterministic	deterministic	ADJ
cana-3108	27	31	rule	rule	NOUN
cana-3108	27	32	-	-	PUNCT
cana-3108	27	33	based	base	VERB
cana-3108	27	34	approaches	approach	NOUN
cana-3108	27	35	that	that	PRON
cana-3108	27	36	lack	lack	VERB
cana-3108	27	37	adaptive	adaptive	ADJ
cana-3108	27	38	intelligence	intelligence	NOUN
cana-3108	27	39	,	,	PUNCT
cana-3108	27	40	resulting	result	VERB
cana-3108	27	41	in	in	ADP
cana-3108	27	42	high	high	ADJ
cana-3108	27	43	false	false	ADJ
cana-3108	27	44	-	-	PUNCT
cana-3108	27	45	positive	positive	ADJ
cana-3108	27	46	rates	rate	NOUN
cana-3108	27	47	and	and	CCONJ
cana-3108	27	48	compromised	compromise	VERB
cana-3108	27	49	user	user	NOUN
cana-3108	27	50	experience	experience	NOUN
cana-3108	27	51	.	.	PUNCT
cana-3108	28	1	2	2	X
cana-3108	28	2	.	.	X
cana-3108	28	3	metadata	metadata	NOUN
cana-3108	28	4	-	-	PUNCT
cana-3108	28	5	dependent	dependent	ADJ
cana-3108	28	6	classification	classification	NOUN
cana-3108	28	7	:	:	PUNCT
cana-3108	28	8	current	current	ADJ
cana-3108	28	9	technologies	technology	NOUN
cana-3108	28	10	primarily	primarily	ADV
cana-3108	28	11	depend	depend	VERB
cana-3108	28	12	on	on	ADP
cana-3108	28	13	numerical	numerical	ADJ
cana-3108	28	14	identifiers	identifier	NOUN
cana-3108	28	15	and	and	CCONJ
cana-3108	28	16	historical	historical	ADJ
cana-3108	28	17	call	call	NOUN
cana-3108	28	18	logs	log	NOUN
cana-3108	28	19	,	,	PUNCT
cana-3108	28	20	neglecting	neglect	VERB
cana-3108	28	21	the	the	DET
cana-3108	28	22	rich	rich	ADJ
cana-3108	28	23	communicative	communicative	ADJ
cana-3108	28	24	information	information	NOUN
cana-3108	28	25	embedded	embed	VERB
cana-3108	28	26	within	within	ADP
cana-3108	28	27	vocal	vocal	ADJ
cana-3108	28	28	characteristics	characteristic	NOUN
cana-3108	28	29	.	.	PUNCT
cana-3108	29	1	3	3	X
cana-3108	29	2	.	.	NUM
cana-3108	29	3	limited	limited	ADJ
cana-3108	29	4	contextual	contextual	ADJ
cana-3108	29	5	understanding	understanding	NOUN
cana-3108	29	6	:	:	PUNCT
cana-3108	29	7	traditional	traditional	ADJ
cana-3108	29	8	systems	system	NOUN
cana-3108	29	9	struggle	struggle	VERB
cana-3108	29	10	to	to	PART
cana-3108	29	11	differentiate	differentiate	VERB
cana-3108	29	12	between	between	ADP
cana-3108	29	13	legitimate	legitimate	ADJ
cana-3108	29	14	communication	communication	NOUN
cana-3108	29	15	and	and	CCONJ
cana-3108	29	16	potentially	potentially	ADV
cana-3108	29	17	harmful	harmful	ADJ
cana-3108	29	18	interactions	interaction	NOUN
cana-3108	29	19	,	,	PUNCT
cana-3108	29	20	primarily	primarily	ADV
cana-3108	29	21	due	due	ADP
cana-3108	29	22	to	to	ADP
cana-3108	29	23	their	their	PRON
cana-3108	29	24	inability	inability	NOUN
cana-3108	29	25	to	to	PART
cana-3108	29	26	comprehend	comprehend	VERB
cana-3108	29	27	contextual	contextual	ADJ
cana-3108	29	28	nuances	nuance	NOUN
cana-3108	29	29	.	.	PUNCT
cana-3108	30	1	research	research	NOUN
cana-3108	30	2	motivation	motivation	NOUN
cana-3108	30	3	and	and	CCONJ
cana-3108	30	4	conceptual	conceptual	ADJ
cana-3108	30	5	framework	framework	NOUN
cana-3108	30	6	our	our	PRON
cana-3108	30	7	research	research	NOUN
cana-3108	30	8	emerges	emerge	VERB
cana-3108	30	9	from	from	ADP
cana-3108	30	10	the	the	DET
cana-3108	30	11	critical	critical	ADJ
cana-3108	30	12	need	need	NOUN
cana-3108	30	13	to	to	PART
cana-3108	30	14	reimagine	reimagine	VERB
cana-3108	30	15	call	call	NOUN
cana-3108	30	16	management	management	NOUN
cana-3108	30	17	as	as	ADP
cana-3108	30	18	an	an	DET
cana-3108	30	19	intelligent	intelligent	ADJ
cana-3108	30	20	,	,	PUNCT
cana-3108	30	21	adaptive	adaptive	ADJ
cana-3108	30	22	ecosystem	ecosystem	NOUN
cana-3108	30	23	that	that	PRON
cana-3108	30	24	transcends	transcend	VERB
cana-3108	30	25	traditional	traditional	ADJ
cana-3108	30	26	technological	technological	ADJ
cana-3108	30	27	boundaries	boundary	NOUN
cana-3108	30	28	.	.	PUNCT
cana-3108	31	1	by	by	ADP
cana-3108	31	2	integrating	integrate	VERB
cana-3108	31	3	advanced	advanced	ADJ
cana-3108	31	4	deep	deep	ADJ
cana-3108	31	5	learning	learning	NOUN
cana-3108	31	6	architectures	architecture	NOUN
cana-3108	31	7	with	with	ADP
cana-3108	31	8	sophisticated	sophisticated	ADJ
cana-3108	31	9	voice	voice	NOUN
cana-3108	31	10	analysis	analysis	NOUN
cana-3108	31	11	techniques	technique	NOUN
cana-3108	31	12	,	,	PUNCT
cana-3108	31	13	we	we	PRON
cana-3108	31	14	aim	aim	VERB
cana-3108	31	15	to	to	PART
cana-3108	31	16	develop	develop	VERB
cana-3108	31	17	a	a	DET
cana-3108	31	18	transformative	transformative	ADJ
cana-3108	31	19	approach	approach	NOUN
cana-3108	31	20	to	to	ADP
cana-3108	31	21	communication	communication	NOUN
cana-3108	31	22	filtering	filter	VERB
cana-3108	31	23	that	that	PRON
cana-3108	31	24	prioritizes	prioritize	VERB
cana-3108	31	25	user	user	NOUN
cana-3108	31	26	autonomy	autonomy	NOUN
cana-3108	31	27	,	,	PUNCT
cana-3108	31	28	privacy	privacy	NOUN
cana-3108	31	29	protection	protection	NOUN
cana-3108	31	30	,	,	PUNCT
cana-3108	31	31	and	and	CCONJ
cana-3108	31	32	technological	technological	ADJ
cana-3108	31	33	adaptability	adaptability	NOUN
cana-3108	31	34	.	.	PUNCT
cana-3108	32	1	proposed	propose	VERB
cana-3108	32	2	technological	technological	ADJ
cana-3108	32	3	innovation	innovation	NOUN
cana-3108	32	4	the	the	DET
cana-3108	32	5	proposed	propose	VERB
cana-3108	32	6	research	research	NOUN
cana-3108	32	7	conceptualizes	conceptualize	VERB
cana-3108	32	8	an	an	DET
cana-3108	32	9	innovative	innovative	ADJ
cana-3108	32	10	deep	deep	ADJ
cana-3108	32	11	learning	learning	NOUN
cana-3108	32	12	-	-	PUNCT
cana-3108	32	13	powered	power	VERB
cana-3108	32	14	adaptive	adaptive	ADJ
cana-3108	32	15	model	model	NOUN
cana-3108	32	16	designed	design	VERB
cana-3108	32	17	to	to	PART
cana-3108	32	18	revolutionize	revolutionize	VERB
cana-3108	32	19	call	call	NOUN
cana-3108	32	20	blocking	block	VERB
cana-3108	32	21	through	through	ADP
cana-3108	32	22	comprehensive	comprehensive	ADJ
cana-3108	32	23	voice	voice	NOUN
cana-3108	32	24	command	command	NOUN
cana-3108	32	25	interpretation	interpretation	NOUN
cana-3108	32	26	.	.	PUNCT
cana-3108	33	1	our	our	PRON
cana-3108	33	2	approach	approach	NOUN
cana-3108	33	3	represents	represent	VERB
cana-3108	33	4	a	a	DET
cana-3108	33	5	paradigm	paradigm	NOUN
cana-3108	33	6	shift	shift	NOUN
cana-3108	33	7	from	from	ADP
cana-3108	33	8	reactive	reactive	ADJ
cana-3108	33	9	filtering	filtering	NOUN
cana-3108	33	10	to	to	ADP
cana-3108	33	11	proactive	proactive	ADJ
cana-3108	33	12	,	,	PUNCT
cana-3108	33	13	context	context	NOUN
cana-3108	33	14	-	-	PUNCT
cana-3108	33	15	aware	aware	ADJ
cana-3108	33	16	communication	communication	NOUN
cana-3108	33	17	management	management	NOUN
cana-3108	33	18	.	.	PUNCT
cana-3108	34	1	communications	communication	NOUN
cana-3108	34	2	on	on	ADP
cana-3108	34	3	applied	apply	VERB
cana-3108	34	4	nonlinear	nonlinear	ADJ
cana-3108	34	5	analysis	analysis	NOUN
cana-3108	34	6	issn	issn	NOUN
cana-3108	34	7	:	:	PUNCT
cana-3108	34	8	1074	1074	NUM
cana-3108	34	9	-	-	PUNCT
cana-3108	34	10	133x	133x	NUM
cana-3108	34	11	vol	vol	NOUN
cana-3108	34	12	32	32	NUM
cana-3108	34	13	no	no	NOUN
cana-3108	34	14	.	.	PUNCT
cana-3108	35	1	5s	5s	NUM
cana-3108	35	2	(	(	PUNCT
cana-3108	35	3	2025	2025	NUM
cana-3108	35	4	)	)	PUNCT
cana-3108	35	5	378	378	NUM
cana-3108	35	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	35	7	m	m	PROPN
cana-3108	35	8	comprehensive	comprehensive	ADJ
cana-3108	35	9	research	research	NOUN
cana-3108	35	10	objectives	objective	NOUN
cana-3108	35	11	1	1	NUM
cana-3108	35	12	.	.	PUNCT
cana-3108	36	1	intelligent	intelligent	ADJ
cana-3108	36	2	intent	intent	ADJ
cana-3108	36	3	classification	classification	NOUN
cana-3108	36	4	:	:	PUNCT
cana-3108	36	5	develop	develop	VERB
cana-3108	36	6	a	a	DET
cana-3108	36	7	sophisticated	sophisticated	ADJ
cana-3108	36	8	machine	machine	NOUN
cana-3108	36	9	learning	learn	VERB
cana-3108	36	10	framework	framework	NOUN
cana-3108	36	11	capable	capable	ADJ
cana-3108	36	12	of	of	ADP
cana-3108	36	13	dynamically	dynamically	ADV
cana-3108	36	14	analyzing	analyze	VERB
cana-3108	36	15	caller	caller	NOUN
cana-3108	36	16	intentions	intention	NOUN
cana-3108	36	17	through	through	ADP
cana-3108	36	18	advanced	advanced	ADJ
cana-3108	36	19	acoustic	acoustic	ADJ
cana-3108	36	20	feature	feature	NOUN
cana-3108	36	21	extraction	extraction	NOUN
cana-3108	36	22	.	.	PUNCT
cana-3108	37	1	2	2	X
cana-3108	37	2	.	.	X
cana-3108	37	3	adaptive	adaptive	ADJ
cana-3108	37	4	learning	learn	VERB
cana-3108	37	5	mechanisms	mechanism	NOUN
cana-3108	37	6	:	:	PUNCT
cana-3108	37	7	design	design	VERB
cana-3108	37	8	a	a	DET
cana-3108	37	9	self	self	NOUN
cana-3108	37	10	-	-	PUNCT
cana-3108	37	11	evolving	evolve	VERB
cana-3108	37	12	system	system	NOUN
cana-3108	37	13	that	that	PRON
cana-3108	37	14	continuously	continuously	ADV
cana-3108	37	15	refines	refine	VERB
cana-3108	37	16	its	its	PRON
cana-3108	37	17	decision	decision	NOUN
cana-3108	37	18	-	-	PUNCT
cana-3108	37	19	making	make	VERB
cana-3108	37	20	capabilities	capability	NOUN
cana-3108	37	21	based	base	VERB
cana-3108	37	22	on	on	ADP
cana-3108	37	23	user	user	NOUN
cana-3108	37	24	interactions	interaction	NOUN
cana-3108	37	25	and	and	CCONJ
cana-3108	37	26	emerging	emerge	VERB
cana-3108	37	27	communication	communication	NOUN
cana-3108	37	28	patterns	pattern	NOUN
cana-3108	37	29	.	.	PUNCT
cana-3108	38	1	3	3	X
cana-3108	38	2	.	.	X
cana-3108	38	3	privacy	privacy	NOUN
cana-3108	38	4	-	-	PUNCT
cana-3108	38	5	centric	centric	ADJ
cana-3108	38	6	design	design	NOUN
cana-3108	38	7	:	:	PUNCT
cana-3108	38	8	create	create	VERB
cana-3108	38	9	a	a	DET
cana-3108	38	10	technological	technological	ADJ
cana-3108	38	11	solution	solution	NOUN
cana-3108	38	12	that	that	PRON
cana-3108	38	13	prioritizes	prioritize	VERB
cana-3108	38	14	user	user	NOUN
cana-3108	38	15	privacy	privacy	NOUN
cana-3108	38	16	while	while	SCONJ
cana-3108	38	17	maintaining	maintain	VERB
cana-3108	38	18	sophisticated	sophisticated	ADJ
cana-3108	38	19	filtering	filter	VERB
cana-3108	38	20	capabilities	capability	NOUN
cana-3108	38	21	.	.	PUNCT
cana-3108	39	1	4	4	X
cana-3108	39	2	.	.	X
cana-3108	39	3	real	real	ADJ
cana-3108	39	4	-	-	PUNCT
cana-3108	39	5	time	time	NOUN
cana-3108	39	6	processing	processing	NOUN
cana-3108	39	7	:	:	PUNCT
cana-3108	39	8	implement	implement	VERB
cana-3108	39	9	a	a	DET
cana-3108	39	10	high	high	ADJ
cana-3108	39	11	-	-	PUNCT
cana-3108	39	12	performance	performance	NOUN
cana-3108	39	13	computational	computational	ADJ
cana-3108	39	14	architecture	architecture	NOUN
cana-3108	39	15	capable	capable	ADJ
cana-3108	39	16	of	of	ADP
cana-3108	39	17	instantaneous	instantaneous	ADJ
cana-3108	39	18	voice	voice	NOUN
cana-3108	39	19	command	command	NOUN
cana-3108	39	20	analysis	analysis	NOUN
cana-3108	39	21	.	.	PUNCT
cana-3108	40	1	broader	broad	ADJ
cana-3108	40	2	societal	societal	ADJ
cana-3108	40	3	and	and	CCONJ
cana-3108	40	4	technological	technological	ADJ
cana-3108	40	5	implications	implication	NOUN
cana-3108	40	6	the	the	DET
cana-3108	40	7	proposed	propose	VERB
cana-3108	40	8	research	research	NOUN
cana-3108	40	9	transcends	transcend	VERB
cana-3108	40	10	traditional	traditional	ADJ
cana-3108	40	11	technological	technological	ADJ
cana-3108	40	12	boundaries	boundary	NOUN
cana-3108	40	13	,	,	PUNCT
cana-3108	40	14	offering	offer	VERB
cana-3108	40	15	potential	potential	ADJ
cana-3108	40	16	transformative	transformative	ADJ
cana-3108	40	17	applications	application	NOUN
cana-3108	40	18	across	across	ADP
cana-3108	40	19	multiple	multiple	ADJ
cana-3108	40	20	domains	domain	NOUN
cana-3108	40	21	:	:	PUNCT
cana-3108	40	22	•	•	NUM
cana-3108	40	23	personal	personal	ADJ
cana-3108	40	24	communication	communication	NOUN
cana-3108	40	25	management	management	NOUN
cana-3108	40	26	•	•	NOUN
cana-3108	40	27	enterprise	enterprise	NOUN
cana-3108	40	28	communication	communication	NOUN
cana-3108	40	29	security	security	NOUN
cana-3108	40	30	•	•	NOUN
cana-3108	40	31	telecommunications	telecommunications	NOUN
cana-3108	40	32	infrastructure	infrastructure	NOUN
cana-3108	40	33	optimization	optimization	NOUN
cana-3108	40	34	•	•	PROPN
cana-3108	40	35	privacy	privacy	NOUN
cana-3108	40	36	protection	protection	NOUN
cana-3108	40	37	technologies	technology	NOUN
cana-3108	40	38	significance	significance	NOUN
cana-3108	40	39	and	and	CCONJ
cana-3108	40	40	potential	potential	ADJ
cana-3108	40	41	impact	impact	NOUN
cana-3108	40	42	by	by	ADP
cana-3108	40	43	addressing	address	VERB
cana-3108	40	44	the	the	DET
cana-3108	40	45	fundamental	fundamental	ADJ
cana-3108	40	46	limitations	limitation	NOUN
cana-3108	40	47	of	of	ADP
cana-3108	40	48	existing	exist	VERB
cana-3108	40	49	call	call	NOUN
cana-3108	40	50	-	-	PUNCT
cana-3108	40	51	blocking	block	VERB
cana-3108	40	52	technologies	technology	NOUN
cana-3108	40	53	,	,	PUNCT
cana-3108	40	54	our	our	PRON
cana-3108	40	55	research	research	NOUN
cana-3108	40	56	aspires	aspire	VERB
cana-3108	40	57	to	to	PART
cana-3108	40	58	establish	establish	VERB
cana-3108	40	59	a	a	DET
cana-3108	40	60	new	new	ADJ
cana-3108	40	61	paradigm	paradigm	NOUN
cana-3108	40	62	in	in	ADP
cana-3108	40	63	communication	communication	NOUN
cana-3108	40	64	filtering	filtering	NOUN
cana-3108	40	65	.	.	PUNCT
cana-3108	41	1	the	the	DET
cana-3108	41	2	proposed	propose	VERB
cana-3108	41	3	approach	approach	NOUN
cana-3108	41	4	promises	promise	VERB
cana-3108	41	5	to	to	PART
cana-3108	41	6	:	:	PUNCT
cana-3108	41	7	•	•	VERB
cana-3108	41	8	reduce	reduce	VERB
cana-3108	41	9	psychological	psychological	ADJ
cana-3108	41	10	stress	stress	NOUN
cana-3108	41	11	associated	associate	VERB
cana-3108	41	12	with	with	ADP
cana-3108	41	13	unsolicited	unsolicited	ADJ
cana-3108	41	14	communications	communication	NOUN
cana-3108	41	15	•	•	ADP
cana-3108	41	16	enhance	enhance	VERB
cana-3108	41	17	individual	individual	ADJ
cana-3108	41	18	and	and	CCONJ
cana-3108	41	19	organizational	organizational	ADJ
cana-3108	41	20	communication	communication	NOUN
cana-3108	41	21	efficiency	efficiency	NOUN
cana-3108	41	22	•	•	ADP
cana-3108	41	23	provide	provide	VERB
cana-3108	41	24	robust	robust	ADJ
cana-3108	41	25	privacy	privacy	NOUN
cana-3108	41	26	protection	protection	NOUN
cana-3108	41	27	mechanisms	mechanism	NOUN
cana-3108	41	28	•	•	ADV
cana-3108	41	29	demonstrate	demonstrate	VERB
cana-3108	41	30	the	the	DET
cana-3108	41	31	potential	potential	NOUN
cana-3108	41	32	of	of	ADP
cana-3108	41	33	adaptive	adaptive	ADJ
cana-3108	41	34	machine	machine	NOUN
cana-3108	41	35	learning	learning	NOUN
cana-3108	41	36	in	in	ADP
cana-3108	41	37	communication	communication	NOUN
cana-3108	41	38	technologies	technology	NOUN
cana-3108	41	39	i.	i.	PROPN
cana-3108	41	40	literature	literature	PROPN
cana-3108	41	41	review	review	PROPN
cana-3108	41	42	and	and	CCONJ
cana-3108	41	43	comparative	comparative	ADJ
cana-3108	41	44	analysis	analysis	NOUN
cana-3108	41	45	existing	exist	VERB
cana-3108	41	46	call	call	NOUN
cana-3108	41	47	blocking	block	VERB
cana-3108	41	48	methodologies	methodology	NOUN
cana-3108	41	49	rule	rule	NOUN
cana-3108	41	50	-	-	PUNCT
cana-3108	41	51	based	base	VERB
cana-3108	41	52	filtering	filtering	NOUN
cana-3108	41	53	approaches	approach	VERB
cana-3108	41	54	traditional	traditional	ADJ
cana-3108	41	55	call	call	NOUN
cana-3108	41	56	blocking	block	VERB
cana-3108	41	57	systems	system	NOUN
cana-3108	41	58	have	have	AUX
cana-3108	41	59	predominantly	predominantly	ADV
cana-3108	41	60	relied	rely	VERB
cana-3108	41	61	on	on	ADP
cana-3108	41	62	rule	rule	NOUN
cana-3108	41	63	-	-	PUNCT
cana-3108	41	64	based	base	VERB
cana-3108	41	65	algorithmic	algorithmic	ADJ
cana-3108	41	66	approaches	approach	NOUN
cana-3108	41	67	,	,	PUNCT
cana-3108	41	68	characterized	characterize	VERB
cana-3108	41	69	by	by	ADP
cana-3108	41	70	their	their	PRON
cana-3108	41	71	simplistic	simplistic	ADJ
cana-3108	41	72	and	and	CCONJ
cana-3108	41	73	static	static	ADJ
cana-3108	41	74	filtering	filter	VERB
cana-3108	41	75	mechanisms	mechanism	NOUN
cana-3108	41	76	.	.	PUNCT
cana-3108	42	1	early	early	ADJ
cana-3108	42	2	implementations	implementation	NOUN
cana-3108	42	3	focused	focus	VERB
cana-3108	42	4	on	on	ADP
cana-3108	42	5	:	:	PUNCT
cana-3108	42	6	1	1	X
cana-3108	42	7	.	.	X
cana-3108	42	8	numeric	numeric	ADJ
cana-3108	42	9	pattern	pattern	NOUN
cana-3108	42	10	matching	match	VERB
cana-3108	42	11	communications	communication	NOUN
cana-3108	42	12	on	on	ADP
cana-3108	42	13	applied	apply	VERB
cana-3108	42	14	nonlinear	nonlinear	ADJ
cana-3108	42	15	analysis	analysis	NOUN
cana-3108	42	16	issn	issn	NOUN
cana-3108	42	17	:	:	PUNCT
cana-3108	42	18	1074	1074	NUM
cana-3108	42	19	-	-	PUNCT
cana-3108	42	20	133x	133x	NUM
cana-3108	42	21	vol	vol	NOUN
cana-3108	42	22	32	32	NUM
cana-3108	42	23	no	no	NOUN
cana-3108	42	24	.	.	PUNCT
cana-3108	43	1	5s	5s	NUM
cana-3108	43	2	(	(	PUNCT
cana-3108	43	3	2025	2025	NUM
cana-3108	43	4	)	)	PUNCT
cana-3108	43	5	379	379	NUM
cana-3108	44	1	https://internationalpubls.co	https://internationalpubls.co	X
cana-3108	44	2	m	m	NOUN
cana-3108	44	3	2	2	NUM
cana-3108	44	4	.	.	PUNCT
cana-3108	44	5	blacklist	blacklist	NOUN
cana-3108	44	6	-	-	PUNCT
cana-3108	44	7	based	base	VERB
cana-3108	44	8	number	number	NOUN
cana-3108	44	9	exclusion	exclusion	NOUN
cana-3108	44	10	3	3	NUM
cana-3108	44	11	.	.	PUNCT
cana-3108	44	12	metadata	metadata	NOUN
cana-3108	44	13	-	-	PUNCT
cana-3108	44	14	driven	drive	VERB
cana-3108	44	15	filtering	filter	VERB
cana-3108	44	16	critical	critical	ADJ
cana-3108	44	17	limitations	limitation	NOUN
cana-3108	44	18	:	:	PUNCT
cana-3108	44	19	1	1	X
cana-3108	44	20	.	.	X
cana-3108	44	21	inability	inability	NOUN
cana-3108	44	22	to	to	PART
cana-3108	44	23	adapt	adapt	VERB
cana-3108	44	24	to	to	ADP
cana-3108	44	25	evolving	evolve	VERB
cana-3108	44	26	spam	spam	NOUN
cana-3108	44	27	strategies	strategy	NOUN
cana-3108	44	28	2	2	NUM
cana-3108	44	29	.	.	NOUN
cana-3108	44	30	high	high	ADJ
cana-3108	44	31	false	false	ADJ
cana-3108	44	32	-	-	PUNCT
cana-3108	44	33	positive	positive	ADJ
cana-3108	44	34	rates	rate	NOUN
cana-3108	44	35	3	3	NUM
cana-3108	44	36	.	.	NOUN
cana-3108	44	37	minimal	minimal	ADJ
cana-3108	44	38	contextual	contextual	ADJ
cana-3108	44	39	understanding	understanding	NOUN
cana-3108	44	40	4	4	NUM
cana-3108	44	41	.	.	PUNCT
cana-3108	44	42	limited	limited	ADJ
cana-3108	44	43	scalability	scalability	NOUN
cana-3108	44	44	across	across	ADP
cana-3108	44	45	diverse	diverse	ADJ
cana-3108	44	46	communication	communication	NOUN
cana-3108	44	47	scenarios	scenario	NOUN
cana-3108	44	48	machine	machine	NOUN
cana-3108	44	49	learning	learning	NOUN
cana-3108	44	50	-	-	PUNCT
cana-3108	44	51	driven	drive	VERB
cana-3108	44	52	approaches	approach	VERB
cana-3108	44	53	the	the	DET
cana-3108	44	54	evolution	evolution	NOUN
cana-3108	44	55	of	of	ADP
cana-3108	44	56	call	call	NOUN
cana-3108	44	57	blocking	blocking	NOUN
cana-3108	44	58	technologies	technology	NOUN
cana-3108	44	59	witnessed	witness	VERB
cana-3108	44	60	a	a	DET
cana-3108	44	61	significant	significant	ADJ
cana-3108	44	62	paradigm	paradigm	NOUN
cana-3108	44	63	shift	shift	NOUN
cana-3108	44	64	with	with	ADP
cana-3108	44	65	the	the	DET
cana-3108	44	66	introduction	introduction	NOUN
cana-3108	44	67	of	of	ADP
cana-3108	44	68	machine	machine	NOUN
cana-3108	44	69	learning	learn	VERB
cana-3108	44	70	techniques	technique	NOUN
cana-3108	44	71	:	:	PUNCT
cana-3108	44	72	1	1	X
cana-3108	44	73	.	.	X
cana-3108	44	74	statistical	statistical	ADJ
cana-3108	44	75	learning	learning	NOUN
cana-3108	44	76	models	model	NOUN
cana-3108	44	77	:	:	PUNCT
cana-3108	44	78	•	•	NUM
cana-3108	44	79	support	support	NOUN
cana-3108	44	80	vector	vector	NOUN
cana-3108	44	81	machines	machine	NOUN
cana-3108	44	82	(	(	PUNCT
cana-3108	44	83	svm	svm	PROPN
cana-3108	44	84	)	)	PUNCT
cana-3108	44	85	demonstrated	demonstrate	VERB
cana-3108	44	86	initial	initial	ADJ
cana-3108	44	87	promise	promise	NOUN
cana-3108	44	88	in	in	ADP
cana-3108	44	89	binary	binary	ADJ
cana-3108	44	90	classification	classification	NOUN
cana-3108	44	91	•	•	CCONJ
cana-3108	44	92	random	random	ADJ
cana-3108	44	93	forest	forest	NOUN
cana-3108	44	94	algorithms	algorithm	NOUN
cana-3108	44	95	provided	provide	VERB
cana-3108	44	96	enhanced	enhanced	ADJ
cana-3108	44	97	feature	feature	NOUN
cana-3108	44	98	interaction	interaction	NOUN
cana-3108	44	99	capabilities	capability	NOUN
cana-3108	44	100	•	•	ADP
cana-3108	44	101	naive	naive	ADJ
cana-3108	44	102	bayes	bayes	NOUN
cana-3108	44	103	classifiers	classifier	NOUN
cana-3108	44	104	offered	offer	VERB
cana-3108	44	105	probabilistic	probabilistic	ADJ
cana-3108	44	106	decision	decision	NOUN
cana-3108	44	107	-	-	PUNCT
cana-3108	44	108	making	make	VERB
cana-3108	44	109	frameworks	framework	NOUN
cana-3108	44	110	2	2	NUM
cana-3108	44	111	.	.	PUNCT
cana-3108	45	1	supervised	supervise	VERB
cana-3108	45	2	learning	learning	NOUN
cana-3108	45	3	limitations	limitation	NOUN
cana-3108	45	4	:	:	PUNCT
cana-3108	45	5	•	•	NOUN
cana-3108	45	6	restricted	restrict	VERB
cana-3108	45	7	generalizability	generalizability	NOUN
cana-3108	45	8	•	•	NOUN
cana-3108	45	9	dependency	dependency	NOUN
cana-3108	45	10	on	on	ADP
cana-3108	45	11	extensive	extensive	ADJ
cana-3108	45	12	labeled	label	VERB
cana-3108	45	13	datasets	dataset	NOUN
cana-3108	45	14	•	•	ADP
cana-3108	45	15	minimal	minimal	ADJ
cana-3108	45	16	adaptive	adaptive	ADJ
cana-3108	45	17	capabilities	capability	NOUN
cana-3108	45	18	•	•	NOUN
cana-3108	45	19	challenges	challenge	NOUN
cana-3108	45	20	in	in	ADP
cana-3108	45	21	real	real	ADJ
cana-3108	45	22	-	-	PUNCT
cana-3108	45	23	time	time	NOUN
cana-3108	45	24	feature	feature	NOUN
cana-3108	45	25	extraction	extraction	NOUN
cana-3108	45	26	and	and	CCONJ
cana-3108	45	27	interpretation	interpretation	NOUN
cana-3108	45	28	deep	deep	ADJ
cana-3108	45	29	learning	learning	NOUN
cana-3108	45	30	innovations	innovation	NOUN
cana-3108	45	31	in	in	ADP
cana-3108	45	32	voice	voice	NOUN
cana-3108	45	33	analysis	analysis	NOUN
cana-3108	45	34	architectural	architectural	ADJ
cana-3108	45	35	advancements	advancement	NOUN
cana-3108	45	36	contemporary	contemporary	ADJ
cana-3108	45	37	research	research	NOUN
cana-3108	45	38	has	have	AUX
cana-3108	45	39	witnessed	witness	VERB
cana-3108	45	40	transformative	transformative	ADJ
cana-3108	45	41	developments	development	NOUN
cana-3108	45	42	in	in	ADP
cana-3108	45	43	voice	voice	NOUN
cana-3108	45	44	analysis	analysis	NOUN
cana-3108	45	45	through	through	ADP
cana-3108	45	46	sophisticated	sophisticated	ADJ
cana-3108	45	47	deep	deep	ADJ
cana-3108	45	48	learning	learning	NOUN
cana-3108	45	49	architectures	architecture	NOUN
cana-3108	45	50	:	:	PUNCT
cana-3108	46	1	1	1	X
cana-3108	46	2	.	.	X
cana-3108	46	3	convolutional	convolutional	ADJ
cana-3108	46	4	neural	neural	ADJ
cana-3108	46	5	networks	network	NOUN
cana-3108	46	6	(	(	PUNCT
cana-3108	46	7	cnn	cnn	PROPN
cana-3108	46	8	):	):	PUNCT
cana-3108	46	9	•	•	ADP
cana-3108	46	10	exceptional	exceptional	ADJ
cana-3108	46	11	performance	performance	NOUN
cana-3108	46	12	in	in	ADP
cana-3108	46	13	spectrogramic	spectrogramic	ADJ
cana-3108	46	14	feature	feature	NOUN
cana-3108	46	15	extraction	extraction	NOUN
cana-3108	46	16	•	•	ADP
cana-3108	46	17	spatial	spatial	ADJ
cana-3108	46	18	feature	feature	NOUN
cana-3108	46	19	representation	representation	NOUN
cana-3108	46	20	•	•	ADP
cana-3108	46	21	robust	robust	ADJ
cana-3108	46	22	noise	noise	NOUN
cana-3108	46	23	reduction	reduction	NOUN
cana-3108	46	24	capabilities	capability	NOUN
cana-3108	46	25	2	2	NUM
cana-3108	46	26	.	.	X
cana-3108	46	27	recurrent	recurrent	ADJ
cana-3108	46	28	neural	neural	ADJ
cana-3108	46	29	networks	network	NOUN
cana-3108	46	30	(	(	PUNCT
cana-3108	46	31	rnn	rnn	PROPN
cana-3108	46	32	):	):	PUNCT
cana-3108	46	33	•	•	NUM
cana-3108	46	34	advanced	advanced	ADJ
cana-3108	46	35	sequential	sequential	ADJ
cana-3108	46	36	data	datum	NOUN
cana-3108	46	37	processing	process	VERB
cana-3108	46	38	•	•	PRON
cana-3108	46	39	temporal	temporal	ADJ
cana-3108	46	40	dependency	dependency	NOUN
cana-3108	46	41	capture	capture	NOUN
cana-3108	46	42	•	•	ADP
cana-3108	46	43	long	long	ADJ
cana-3108	46	44	short	short	ADJ
cana-3108	46	45	-	-	PUNCT
cana-3108	46	46	term	term	NOUN
cana-3108	46	47	memory	memory	NOUN
cana-3108	46	48	(	(	PUNCT
cana-3108	46	49	lstm	lstm	NOUN
cana-3108	46	50	)	)	PUNCT
cana-3108	46	51	variants	variant	NOUN
cana-3108	46	52	enabling	enable	VERB
cana-3108	46	53	complex	complex	ADJ
cana-3108	46	54	pattern	pattern	NOUN
cana-3108	46	55	recognition	recognition	NOUN
cana-3108	46	56	communications	communication	NOUN
cana-3108	46	57	on	on	ADP
cana-3108	46	58	applied	apply	VERB
cana-3108	46	59	nonlinear	nonlinear	ADJ
cana-3108	46	60	analysis	analysis	NOUN
cana-3108	46	61	issn	issn	NOUN
cana-3108	46	62	:	:	PUNCT
cana-3108	46	63	1074	1074	NUM
cana-3108	46	64	-	-	PUNCT
cana-3108	46	65	133x	133x	NUM
cana-3108	46	66	vol	vol	NOUN
cana-3108	46	67	32	32	NUM
cana-3108	46	68	no	no	NOUN
cana-3108	46	69	.	.	PUNCT
cana-3108	47	1	5s	5s	NUM
cana-3108	47	2	(	(	PUNCT
cana-3108	47	3	2025	2025	NUM
cana-3108	47	4	)	)	PUNCT
cana-3108	47	5	380	380	NUM
cana-3108	47	6	https://internationalpubls.co	https://internationalpubls.co	X
cana-3108	47	7	m	m	NOUN
cana-3108	47	8	3	3	NUM
cana-3108	47	9	.	.	PUNCT
cana-3108	47	10	transformer	transformer	NOUN
cana-3108	47	11	-	-	PUNCT
cana-3108	47	12	based	base	VERB
cana-3108	47	13	models	model	NOUN
cana-3108	47	14	:	:	PUNCT
cana-3108	47	15	•	•	NUM
cana-3108	47	16	revolutionary	revolutionary	ADJ
cana-3108	47	17	context	context	NOUN
cana-3108	47	18	understanding	understanding	NOUN
cana-3108	47	19	•	•	NUM
cana-3108	47	20	bert	bert	NOUN
cana-3108	47	21	and	and	CCONJ
cana-3108	47	22	whisper	whisper	NOUN
cana-3108	47	23	models	model	NOUN
cana-3108	47	24	demonstrating	demonstrate	VERB
cana-3108	47	25	unprecedented	unprecedented	ADJ
cana-3108	47	26	semantic	semantic	ADJ
cana-3108	47	27	comprehension	comprehension	NOUN
cana-3108	47	28	•	•	NOUN
cana-3108	47	29	self	self	NOUN
cana-3108	47	30	-	-	PUNCT
cana-3108	47	31	attention	attention	NOUN
cana-3108	47	32	mechanisms	mechanism	NOUN
cana-3108	47	33	enabling	enable	VERB
cana-3108	47	34	nuanced	nuanced	ADJ
cana-3108	47	35	intent	intent	ADJ
cana-3108	47	36	classification	classification	NOUN
cana-3108	47	37	exponential	exponential	ADJ
cana-3108	47	38	improvement	improvement	NOUN
cana-3108	47	39	in	in	ADP
cana-3108	47	40	voice	voice	NOUN
cana-3108	47	41	analysis	analysis	NOUN
cana-3108	47	42	accuracy	accuracy	NOUN
cana-3108	47	43	is	be	AUX
cana-3108	47	44	done	do	VERB
cana-3108	47	45	through	through	ADP
cana-3108	47	46	these	these	DET
cana-3108	47	47	advanced	advanced	ADJ
cana-3108	47	48	architectures	architecture	NOUN
cana-3108	47	49	,	,	PUNCT
cana-3108	47	50	showcasing	showcase	VERB
cana-3108	47	51	potential	potential	ADJ
cana-3108	47	52	accuracy	accuracy	NOUN
cana-3108	47	53	improvements	improvement	NOUN
cana-3108	47	54	of	of	ADP
cana-3108	47	55	up	up	ADP
cana-3108	47	56	to	to	PART
cana-3108	47	57	42	42	NUM
cana-3108	47	58	%	%	NOUN
cana-3108	47	59	compared	compare	VERB
cana-3108	47	60	to	to	ADP
cana-3108	47	61	traditional	traditional	ADJ
cana-3108	47	62	machine	machine	NOUN
cana-3108	47	63	learning	learning	NOUN
cana-3108	47	64	approaches	approach	NOUN
cana-3108	47	65	.	.	PUNCT
cana-3108	48	1	figure	figure	NOUN
cana-3108	48	2	1	1	NUM
cana-3108	48	3	:	:	PUNCT
cana-3108	48	4	comparative	comparative	ADJ
cana-3108	48	5	analysis	analysis	NOUN
cana-3108	48	6	of	of	ADP
cana-3108	48	7	call	call	NOUN
cana-3108	48	8	blocking	blocking	NOUN
cana-3108	48	9	technologies	technology	NOUN
cana-3108	48	10	adaptive	adaptive	ADJ
cana-3108	48	11	learning	learn	VERB
cana-3108	48	12	paradigms	paradigm	VERB
cana-3108	48	13	reinforcement	reinforcement	NOUN
cana-3108	48	14	learning	learning	NOUN
cana-3108	48	15	integration	integration	NOUN
cana-3108	48	16	recent	recent	ADJ
cana-3108	48	17	research	research	NOUN
cana-3108	48	18	has	have	AUX
cana-3108	48	19	explored	explore	VERB
cana-3108	48	20	sophisticated	sophisticated	ADJ
cana-3108	48	21	adaptive	adaptive	ADJ
cana-3108	48	22	learning	learning	NOUN
cana-3108	48	23	methodologies	methodology	NOUN
cana-3108	48	24	:	:	PUNCT
cana-3108	49	1	1	1	X
cana-3108	49	2	.	.	X
cana-3108	49	3	online	online	ADJ
cana-3108	49	4	learning	learn	VERB
cana-3108	49	5	techniques	technique	NOUN
cana-3108	49	6	:	:	PUNCT
cana-3108	49	7	•	•	NUM
cana-3108	49	8	dynamic	dynamic	ADJ
cana-3108	49	9	model	model	NOUN
cana-3108	49	10	recalibration	recalibration	NOUN
cana-3108	49	11	•	•	ADP
cana-3108	49	12	continuous	continuous	ADJ
cana-3108	49	13	performance	performance	NOUN
cana-3108	49	14	optimization	optimization	NOUN
cana-3108	49	15	•	•	NOUN
cana-3108	49	16	user	user	NOUN
cana-3108	49	17	feedback	feedback	NOUN
cana-3108	49	18	-	-	PUNCT
cana-3108	49	19	driven	drive	VERB
cana-3108	49	20	refinement	refinement	NOUN
cana-3108	49	21	2	2	NUM
cana-3108	49	22	.	.	X
cana-3108	49	23	contextual	contextual	ADJ
cana-3108	49	24	bandits	bandit	NOUN
cana-3108	49	25	:	:	PUNCT
cana-3108	49	26	•	•	NUM
cana-3108	49	27	real	real	ADJ
cana-3108	49	28	-	-	PUNCT
cana-3108	49	29	time	time	NOUN
cana-3108	49	30	decision	decision	NOUN
cana-3108	49	31	-	-	PUNCT
cana-3108	49	32	making	make	VERB
cana-3108	49	33	frameworks	framework	NOUN
cana-3108	49	34	•	•	ADP
cana-3108	49	35	probabilistic	probabilistic	ADJ
cana-3108	49	36	exploration	exploration	NOUN
cana-3108	49	37	-	-	PUNCT
cana-3108	49	38	exploitation	exploitation	NOUN
cana-3108	49	39	strategies	strategy	NOUN
cana-3108	49	40	approach	approach	NOUN
cana-3108	49	41	accuracy	accuracy	NOUN
cana-3108	49	42	adaptability	adaptability	NOUN
cana-3108	49	43	computational	computational	ADJ
cana-3108	49	44	complexity	complexity	NOUN
cana-3108	49	45	context	context	NOUN
cana-3108	49	46	understanding	understand	VERB
cana-3108	49	47	rule	rule	NOUN
cana-3108	49	48	-	-	PUNCT
cana-3108	49	49	based	base	VERB
cana-3108	49	50	65	65	NUM
cana-3108	49	51	-	-	SYM
cana-3108	49	52	70	70	NUM
cana-3108	49	53	%	%	NOUN
cana-3108	49	54	low	low	ADJ
cana-3108	49	55	low	low	ADJ
cana-3108	49	56	minimal	minimal	ADJ
cana-3108	49	57	traditional	traditional	ADJ
cana-3108	49	58	ml	ml	ADP
cana-3108	49	59	75	75	NUM
cana-3108	49	60	-	-	SYM
cana-3108	49	61	80	80	NUM
cana-3108	49	62	%	%	NOUN
cana-3108	49	63	medium	medium	NOUN
cana-3108	49	64	medium	medium	ADJ
cana-3108	49	65	limited	limited	ADJ
cana-3108	49	66	deep	deep	ADJ
cana-3108	49	67	learning	learn	VERB
cana-3108	49	68	85	85	NUM
cana-3108	49	69	-	-	SYM
cana-3108	49	70	90	90	NUM
cana-3108	49	71	%	%	NOUN
cana-3108	49	72	high	high	ADJ
cana-3108	49	73	high	high	ADJ
cana-3108	49	74	moderate	moderate	ADJ
cana-3108	49	75	proposed	propose	VERB
cana-3108	49	76	model	model	NOUN
cana-3108	49	77	95	95	NUM
cana-3108	49	78	-	-	SYM
cana-3108	49	79	98	98	NUM
cana-3108	49	80	%	%	NOUN
cana-3108	49	81	very	very	ADV
cana-3108	49	82	high	high	ADJ
cana-3108	49	83	high	high	ADJ
cana-3108	49	84	advanced	advanced	ADJ
cana-3108	49	85	table	table	NOUN
cana-3108	49	86	1	1	NUM
cana-3108	49	87	:	:	PUNCT
cana-3108	49	88	comparative	comparative	ADJ
cana-3108	49	89	analysis	analysis	NOUN
cana-3108	49	90	framework	framework	NOUN
cana-3108	49	91	communications	communication	NOUN
cana-3108	49	92	on	on	ADP
cana-3108	49	93	applied	apply	VERB
cana-3108	49	94	nonlinear	nonlinear	ADJ
cana-3108	49	95	analysis	analysis	NOUN
cana-3108	49	96	issn	issn	NOUN
cana-3108	49	97	:	:	PUNCT
cana-3108	49	98	1074	1074	NUM
cana-3108	49	99	-	-	PUNCT
cana-3108	49	100	133x	133x	NUM
cana-3108	49	101	vol	vol	NOUN
cana-3108	49	102	32	32	NUM
cana-3108	49	103	no	no	NOUN
cana-3108	49	104	.	.	PUNCT
cana-3108	50	1	5s	5s	NUM
cana-3108	50	2	(	(	PUNCT
cana-3108	50	3	2025	2025	NUM
cana-3108	50	4	)	)	PUNCT
cana-3108	50	5	381	381	NUM
cana-3108	50	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	50	7	m	m	VERB
cana-3108	50	8	critical	critical	ADJ
cana-3108	50	9	research	research	NOUN
cana-3108	50	10	gaps	gap	VERB
cana-3108	50	11	existing	exist	VERB
cana-3108	50	12	methodologies	methodology	NOUN
cana-3108	50	13	demonstrate	demonstrate	VERB
cana-3108	50	14	significant	significant	ADJ
cana-3108	50	15	limitations	limitation	NOUN
cana-3108	50	16	:	:	PUNCT
cana-3108	50	17	•	•	NUM
cana-3108	50	18	inadequate	inadequate	ADJ
cana-3108	50	19	real	real	ADJ
cana-3108	50	20	-	-	PUNCT
cana-3108	50	21	time	time	NOUN
cana-3108	50	22	adaptation	adaptation	NOUN
cana-3108	50	23	mechanisms	mechanism	NOUN
cana-3108	50	24	•	•	ADP
cana-3108	50	25	limited	limit	VERB
cana-3108	50	26	voice	voice	NOUN
cana-3108	50	27	command	command	NOUN
cana-3108	50	28	semantic	semantic	ADJ
cana-3108	50	29	understanding	understanding	NOUN
cana-3108	51	1	•	•	NOUN
cana-3108	51	2	insufficient	insufficient	ADJ
cana-3108	51	3	privacy	privacy	NOUN
cana-3108	51	4	preservation	preservation	NOUN
cana-3108	51	5	techniques	technique	VERB
cana-3108	51	6	•	•	NOUN
cana-3108	51	7	minimal	minimal	ADJ
cana-3108	51	8	personalization	personalization	NOUN
cana-3108	51	9	capabilities	capability	NOUN
cana-3108	51	10	ii	ii	PROPN
cana-3108	51	11	.	.	PUNCT
cana-3108	52	1	proposed	propose	VERB
cana-3108	52	2	methodology	methodology	NOUN
cana-3108	52	3	architectural	architectural	ADJ
cana-3108	52	4	framework	framework	NOUN
cana-3108	52	5	and	and	CCONJ
cana-3108	52	6	system	system	NOUN
cana-3108	52	7	design	design	VERB
cana-3108	52	8	the	the	DET
cana-3108	52	9	proposed	propose	VERB
cana-3108	52	10	adaptive	adaptive	ADJ
cana-3108	52	11	call	call	NOUN
cana-3108	52	12	-	-	PUNCT
cana-3108	52	13	blocking	block	VERB
cana-3108	52	14	system	system	NOUN
cana-3108	52	15	represents	represent	VERB
cana-3108	52	16	a	a	DET
cana-3108	52	17	sophisticated	sophisticated	ADJ
cana-3108	52	18	,	,	PUNCT
cana-3108	52	19	multi	multi	ADJ
cana-3108	52	20	-	-	ADJ
cana-3108	52	21	layered	layered	ADJ
cana-3108	52	22	deep	deep	ADJ
cana-3108	52	23	learning	learning	NOUN
cana-3108	52	24	architecture	architecture	NOUN
cana-3108	52	25	designed	design	VERB
cana-3108	52	26	to	to	PART
cana-3108	52	27	transcend	transcend	VERB
cana-3108	52	28	traditional	traditional	ADJ
cana-3108	52	29	telecommunication	telecommunication	NOUN
cana-3108	52	30	filtering	filter	VERB
cana-3108	52	31	mechanisms	mechanism	NOUN
cana-3108	52	32	.	.	PUNCT
cana-3108	53	1	our	our	PRON
cana-3108	53	2	innovative	innovative	ADJ
cana-3108	53	3	approach	approach	NOUN
cana-3108	53	4	integrates	integrate	VERB
cana-3108	53	5	advanced	advanced	ADJ
cana-3108	53	6	machine	machine	NOUN
cana-3108	53	7	learning	learning	NOUN
cana-3108	53	8	paradigms	paradigm	NOUN
cana-3108	53	9	to	to	PART
cana-3108	53	10	create	create	VERB
cana-3108	53	11	a	a	DET
cana-3108	53	12	comprehensive	comprehensive	ADJ
cana-3108	53	13	,	,	PUNCT
cana-3108	53	14	context	context	NOUN
cana-3108	53	15	-	-	PUNCT
cana-3108	53	16	aware	aware	ADJ
cana-3108	53	17	voice	voice	NOUN
cana-3108	53	18	command	command	NOUN
cana-3108	53	19	analysis	analysis	NOUN
cana-3108	53	20	system	system	NOUN
cana-3108	53	21	.	.	PUNCT
cana-3108	54	1	figure	figure	NOUN
cana-3108	54	2	2	2	NUM
cana-3108	54	3	:	:	PUNCT
cana-3108	54	4	system	system	NOUN
cana-3108	54	5	design	design	NOUN
cana-3108	54	6	overview	overview	NOUN
cana-3108	54	7	architectural	architectural	ADJ
cana-3108	54	8	foundations	foundation	NOUN
cana-3108	54	9	and	and	CCONJ
cana-3108	54	10	theoretical	theoretical	ADJ
cana-3108	54	11	framework	framework	NOUN
cana-3108	54	12	our	our	PRON
cana-3108	54	13	proposed	propose	VERB
cana-3108	54	14	methodology	methodology	NOUN
cana-3108	54	15	emerges	emerge	VERB
cana-3108	54	16	from	from	ADP
cana-3108	54	17	the	the	DET
cana-3108	54	18	intersection	intersection	NOUN
cana-3108	54	19	of	of	ADP
cana-3108	54	20	advanced	advanced	ADJ
cana-3108	54	21	signal	signal	NOUN
cana-3108	54	22	processing	processing	NOUN
cana-3108	54	23	,	,	PUNCT
cana-3108	54	24	deep	deep	ADJ
cana-3108	54	25	learning	learning	NOUN
cana-3108	54	26	,	,	PUNCT
cana-3108	54	27	and	and	CCONJ
cana-3108	54	28	adaptive	adaptive	ADJ
cana-3108	54	29	intelligence	intelligence	NOUN
cana-3108	54	30	,	,	PUNCT
cana-3108	54	31	addressing	address	VERB
cana-3108	54	32	the	the	DET
cana-3108	54	33	complex	complex	ADJ
cana-3108	54	34	challenge	challenge	NOUN
cana-3108	54	35	of	of	ADP
cana-3108	54	36	intelligent	intelligent	ADJ
cana-3108	54	37	call	call	NOUN
cana-3108	54	38	filtering	filtering	NOUN
cana-3108	54	39	.	.	PUNCT
cana-3108	55	1	the	the	DET
cana-3108	55	2	system	system	NOUN
cana-3108	55	3	's	's	PART
cana-3108	55	4	architectural	architectural	ADJ
cana-3108	55	5	design	design	NOUN
cana-3108	55	6	represents	represent	VERB
cana-3108	55	7	a	a	DET
cana-3108	55	8	sophisticated	sophisticated	ADJ
cana-3108	55	9	departure	departure	NOUN
cana-3108	55	10	from	from	ADP
cana-3108	55	11	traditional	traditional	ADJ
cana-3108	55	12	rule	rule	NOUN
cana-3108	55	13	-	-	PUNCT
cana-3108	55	14	based	base	VERB
cana-3108	55	15	approaches	approach	NOUN
cana-3108	55	16	,	,	PUNCT
cana-3108	55	17	embracing	embrace	VERB
cana-3108	55	18	a	a	DET
cana-3108	55	19	holistic	holistic	ADJ
cana-3108	55	20	,	,	PUNCT
cana-3108	55	21	context	context	NOUN
cana-3108	55	22	-	-	PUNCT
cana-3108	55	23	aware	aware	ADJ
cana-3108	55	24	methodology	methodology	NOUN
cana-3108	55	25	that	that	PRON
cana-3108	55	26	dynamically	dynamically	ADV
cana-3108	55	27	interprets	interpret	VERB
cana-3108	55	28	voice	voice	NOUN
cana-3108	55	29	-	-	PUNCT
cana-3108	55	30	based	base	VERB
cana-3108	55	31	communication	communication	NOUN
cana-3108	55	32	intent	intent	NOUN
cana-3108	55	33	.	.	PUNCT
cana-3108	56	1	communications	communication	NOUN
cana-3108	56	2	on	on	ADP
cana-3108	56	3	applied	apply	VERB
cana-3108	56	4	nonlinear	nonlinear	ADJ
cana-3108	56	5	analysis	analysis	NOUN
cana-3108	56	6	issn	issn	NOUN
cana-3108	56	7	:	:	PUNCT
cana-3108	56	8	1074	1074	NUM
cana-3108	56	9	-	-	PUNCT
cana-3108	56	10	133x	133x	NUM
cana-3108	56	11	vol	vol	NOUN
cana-3108	56	12	32	32	NUM
cana-3108	56	13	no	no	NOUN
cana-3108	56	14	.	.	PUNCT
cana-3108	57	1	5s	5s	NUM
cana-3108	57	2	(	(	PUNCT
cana-3108	57	3	2025	2025	NUM
cana-3108	57	4	)	)	PUNCT
cana-3108	57	5	382	382	NUM
cana-3108	57	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	57	7	m	m	PROPN
cana-3108	57	8	comprehensive	comprehensive	ADJ
cana-3108	57	9	system	system	NOUN
cana-3108	57	10	architecture	architecture	NOUN
cana-3108	57	11	the	the	DET
cana-3108	57	12	proposed	propose	VERB
cana-3108	57	13	system	system	NOUN
cana-3108	57	14	architecture	architecture	NOUN
cana-3108	57	15	is	be	AUX
cana-3108	57	16	conceptualized	conceptualize	VERB
cana-3108	57	17	as	as	ADP
cana-3108	57	18	a	a	DET
cana-3108	57	19	multi	multi	ADJ
cana-3108	57	20	-	-	ADJ
cana-3108	57	21	layered	layered	ADJ
cana-3108	57	22	,	,	PUNCT
cana-3108	57	23	intelligent	intelligent	ADJ
cana-3108	57	24	processing	processing	NOUN
cana-3108	57	25	ecosystem	ecosystem	NOUN
cana-3108	57	26	with	with	ADP
cana-3108	57	27	four	four	NUM
cana-3108	57	28	interconnected	interconnected	ADJ
cana-3108	57	29	computational	computational	ADJ
cana-3108	57	30	domains	domain	NOUN
cana-3108	57	31	:	:	PUNCT
cana-3108	57	32	1	1	X
cana-3108	57	33	.	.	X
cana-3108	57	34	advanced	advanced	ADJ
cana-3108	57	35	voice	voice	NOUN
cana-3108	57	36	preprocessing	preprocessing	NOUN
cana-3108	57	37	module	module	NOUN
cana-3108	57	38	the	the	DET
cana-3108	57	39	initial	initial	ADJ
cana-3108	57	40	stage	stage	NOUN
cana-3108	57	41	of	of	ADP
cana-3108	57	42	our	our	PRON
cana-3108	57	43	methodology	methodology	NOUN
cana-3108	57	44	focuses	focus	VERB
cana-3108	57	45	on	on	ADP
cana-3108	57	46	transforming	transform	VERB
cana-3108	57	47	raw	raw	ADJ
cana-3108	57	48	acoustic	acoustic	ADJ
cana-3108	57	49	signals	signal	NOUN
cana-3108	57	50	into	into	ADP
cana-3108	57	51	computationally	computationally	ADV
cana-3108	57	52	tractable	tractable	ADJ
cana-3108	57	53	representations	representation	NOUN
cana-3108	57	54	.	.	PUNCT
cana-3108	58	1	this	this	DET
cana-3108	58	2	module	module	NOUN
cana-3108	58	3	implements	implement	VERB
cana-3108	58	4	a	a	DET
cana-3108	58	5	multi	multi	ADJ
cana-3108	58	6	-	-	ADJ
cana-3108	58	7	stage	stage	ADJ
cana-3108	58	8	signal	signal	NOUN
cana-3108	58	9	conditioning	conditioning	NOUN
cana-3108	58	10	pipeline	pipeline	NOUN
cana-3108	58	11	that	that	PRON
cana-3108	58	12	goes	go	VERB
cana-3108	58	13	beyond	beyond	ADP
cana-3108	58	14	conventional	conventional	ADJ
cana-3108	58	15	preprocessing	preprocessing	NOUN
cana-3108	58	16	techniques	technique	NOUN
cana-3108	58	17	:	:	PUNCT
cana-3108	58	18	•	•	NUM
cana-3108	58	19	adaptive	adaptive	ADJ
cana-3108	58	20	noise	noise	NOUN
cana-3108	58	21	reduction	reduction	NOUN
cana-3108	58	22	:	:	PUNCT
cana-3108	58	23	utilizing	utilize	VERB
cana-3108	58	24	advanced	advanced	ADJ
cana-3108	58	25	wavelet	wavelet	NOUN
cana-3108	58	26	transform	transform	NOUN
cana-3108	58	27	techniques	technique	NOUN
cana-3108	58	28	,	,	PUNCT
cana-3108	58	29	we	we	PRON
cana-3108	58	30	develop	develop	VERB
cana-3108	58	31	a	a	DET
cana-3108	58	32	dynamic	dynamic	ADJ
cana-3108	58	33	noise	noise	NOUN
cana-3108	58	34	estimation	estimation	NOUN
cana-3108	58	35	and	and	CCONJ
cana-3108	58	36	suppression	suppression	NOUN
cana-3108	58	37	algorithm	algorithm	NOUN
cana-3108	58	38	.	.	PUNCT
cana-3108	59	1	this	this	DET
cana-3108	59	2	approach	approach	NOUN
cana-3108	59	3	employs	employ	VERB
cana-3108	59	4	adaptive	adaptive	ADJ
cana-3108	59	5	thresholding	thresholding	NOUN
cana-3108	59	6	mechanisms	mechanism	NOUN
cana-3108	59	7	that	that	PRON
cana-3108	59	8	can	can	AUX
cana-3108	59	9	distinguish	distinguish	VERB
cana-3108	59	10	between	between	ADP
cana-3108	59	11	meaningful	meaningful	ADJ
cana-3108	59	12	acoustic	acoustic	ADJ
cana-3108	59	13	features	feature	NOUN
cana-3108	59	14	and	and	CCONJ
cana-3108	59	15	environmental	environmental	ADJ
cana-3108	59	16	noise	noise	NOUN
cana-3108	59	17	with	with	ADP
cana-3108	59	18	unprecedented	unprecedented	ADJ
cana-3108	59	19	precision	precision	NOUN
cana-3108	59	20	.	.	PUNCT
cana-3108	60	1	•	•	NUM
cana-3108	60	2	signal	signal	NOUN
cana-3108	60	3	normalization	normalization	NOUN
cana-3108	60	4	:	:	PUNCT
cana-3108	60	5	implementing	implement	VERB
cana-3108	60	6	a	a	DET
cana-3108	60	7	sophisticated	sophisticated	ADJ
cana-3108	60	8	normalization	normalization	NOUN
cana-3108	60	9	protocol	protocol	NOUN
cana-3108	60	10	that	that	PRON
cana-3108	60	11	preserves	preserve	VERB
cana-3108	60	12	the	the	DET
cana-3108	60	13	intrinsic	intrinsic	ADJ
cana-3108	60	14	characteristics	characteristic	NOUN
cana-3108	60	15	of	of	ADP
cana-3108	60	16	the	the	DET
cana-3108	60	17	voice	voice	NOUN
cana-3108	60	18	signal	signal	NOUN
cana-3108	60	19	while	while	SCONJ
cana-3108	60	20	standardizing	standardize	VERB
cana-3108	60	21	amplitude	amplitude	NOUN
cana-3108	60	22	and	and	CCONJ
cana-3108	60	23	frequency	frequency	NOUN
cana-3108	60	24	distributions	distribution	NOUN
cana-3108	60	25	.	.	PUNCT
cana-3108	61	1	this	this	DET
cana-3108	61	2	process	process	NOUN
cana-3108	61	3	involves	involve	VERB
cana-3108	61	4	advanced	advanced	ADJ
cana-3108	61	5	statistical	statistical	ADJ
cana-3108	61	6	normalization	normalization	NOUN
cana-3108	61	7	techniques	technique	NOUN
cana-3108	61	8	that	that	PRON
cana-3108	61	9	account	account	VERB
cana-3108	61	10	for	for	ADP
cana-3108	61	11	variations	variation	NOUN
cana-3108	61	12	in	in	ADP
cana-3108	61	13	recording	record	VERB
cana-3108	61	14	environments	environment	NOUN
cana-3108	61	15	and	and	CCONJ
cana-3108	61	16	acoustic	acoustic	ADJ
cana-3108	61	17	characteristics	characteristic	NOUN
cana-3108	61	18	.	.	PUNCT
cana-3108	62	1	2	2	X
cana-3108	62	2	.	.	X
cana-3108	62	3	sophisticated	sophisticated	ADJ
cana-3108	62	4	feature	feature	NOUN
cana-3108	62	5	extraction	extraction	NOUN
cana-3108	62	6	mechanism	mechanism	NOUN
cana-3108	62	7	our	our	PRON
cana-3108	62	8	feature	feature	NOUN
cana-3108	62	9	extraction	extraction	NOUN
cana-3108	62	10	methodology	methodology	NOUN
cana-3108	62	11	represents	represent	VERB
cana-3108	62	12	a	a	DET
cana-3108	62	13	breakthrough	breakthrough	NOUN
cana-3108	62	14	in	in	ADP
cana-3108	62	15	acoustic	acoustic	ADJ
cana-3108	62	16	feature	feature	NOUN
cana-3108	62	17	representation	representation	NOUN
cana-3108	62	18	,	,	PUNCT
cana-3108	62	19	combining	combine	VERB
cana-3108	62	20	multiple	multiple	ADJ
cana-3108	62	21	neural	neural	ADJ
cana-3108	62	22	network	network	NOUN
cana-3108	62	23	paradigms	paradigm	VERB
cana-3108	62	24	:	:	PUNCT
cana-3108	62	25	•	•	NUM
cana-3108	62	26	convolutional	convolutional	ADJ
cana-3108	62	27	feature	feature	NOUN
cana-3108	62	28	processing	processing	NOUN
cana-3108	62	29	:	:	PUNCT
cana-3108	62	30	we	we	PRON
cana-3108	62	31	deploy	deploy	VERB
cana-3108	62	32	a	a	DET
cana-3108	62	33	multi	multi	ADJ
cana-3108	62	34	-	-	ADJ
cana-3108	62	35	layer	layer	ADJ
cana-3108	62	36	convolutional	convolutional	ADJ
cana-3108	62	37	neural	neural	ADJ
cana-3108	62	38	network	network	NOUN
cana-3108	62	39	(	(	PUNCT
cana-3108	62	40	cnn	cnn	PROPN
cana-3108	62	41	)	)	PUNCT
cana-3108	62	42	architecture	architecture	NOUN
cana-3108	62	43	specifically	specifically	ADV
cana-3108	62	44	designed	design	VERB
cana-3108	62	45	for	for	ADP
cana-3108	62	46	spectrogramic	spectrogramic	ADJ
cana-3108	62	47	analysis	analysis	NOUN
cana-3108	62	48	.	.	PUNCT
cana-3108	63	1	this	this	DET
cana-3108	63	2	approach	approach	NOUN
cana-3108	63	3	enables	enable	VERB
cana-3108	63	4	hierarchical	hierarchical	ADJ
cana-3108	63	5	feature	feature	NOUN
cana-3108	63	6	extraction	extraction	NOUN
cana-3108	63	7	,	,	PUNCT
cana-3108	63	8	capturing	capture	VERB
cana-3108	63	9	both	both	DET
cana-3108	63	10	micro	micro	ADJ
cana-3108	63	11	and	and	CCONJ
cana-3108	63	12	macro	macro	ADJ
cana-3108	63	13	-	-	ADJ
cana-3108	63	14	level	level	ADJ
cana-3108	63	15	acoustic	acoustic	ADJ
cana-3108	63	16	characteristics	characteristic	NOUN
cana-3108	63	17	:	:	PUNCT
cana-3108	63	18	o	o	NOUN
cana-3108	63	19	first	first	ADJ
cana-3108	63	20	-	-	PUNCT
cana-3108	63	21	layer	layer	NOUN
cana-3108	63	22	convolutions	convolution	NOUN
cana-3108	63	23	detect	detect	VERB
cana-3108	63	24	low	low	ADJ
cana-3108	63	25	-	-	PUNCT
cana-3108	63	26	level	level	NOUN
cana-3108	63	27	acoustic	acoustic	ADJ
cana-3108	63	28	primitives	primitive	NOUN
cana-3108	63	29	o	o	NOUN
cana-3108	63	30	subsequent	subsequent	ADJ
cana-3108	63	31	layers	layer	NOUN
cana-3108	63	32	progressively	progressively	ADV
cana-3108	63	33	abstract	abstract	ADJ
cana-3108	63	34	complex	complex	ADJ
cana-3108	63	35	acoustic	acoustic	ADJ
cana-3108	63	36	patterns	pattern	NOUN
cana-3108	63	37	o	o	X
cana-3108	63	38	advanced	advanced	ADJ
cana-3108	63	39	pooling	pooling	NOUN
cana-3108	63	40	techniques	technique	NOUN
cana-3108	63	41	preserve	preserve	VERB
cana-3108	63	42	critical	critical	ADJ
cana-3108	63	43	temporal	temporal	ADJ
cana-3108	63	44	and	and	CCONJ
cana-3108	63	45	spatial	spatial	ADJ
cana-3108	63	46	information	information	NOUN
cana-3108	63	47	•	•	PRON
cana-3108	63	48	temporal	temporal	ADJ
cana-3108	63	49	dependency	dependency	NOUN
cana-3108	63	50	modeling	modeling	NOUN
cana-3108	63	51	:	:	PUNCT
cana-3108	63	52	integrating	integrate	VERB
cana-3108	63	53	advanced	advanced	ADJ
cana-3108	63	54	recurrent	recurrent	ADJ
cana-3108	63	55	neural	neural	ADJ
cana-3108	63	56	network	network	NOUN
cana-3108	63	57	architectures	architecture	NOUN
cana-3108	63	58	to	to	PART
cana-3108	63	59	capture	capture	VERB
cana-3108	63	60	sequential	sequential	ADJ
cana-3108	63	61	dependencies	dependency	NOUN
cana-3108	63	62	:	:	PUNCT
cana-3108	63	63	o	o	NOUN
cana-3108	63	64	bidirectional	bidirectional	ADJ
cana-3108	63	65	lstm	lstm	ADJ
cana-3108	63	66	layers	layer	NOUN
cana-3108	63	67	capture	capture	VERB
cana-3108	63	68	context	context	NOUN
cana-3108	63	69	from	from	ADP
cana-3108	63	70	both	both	PRON
cana-3108	63	71	past	past	NOUN
cana-3108	63	72	and	and	CCONJ
cana-3108	63	73	future	future	ADJ
cana-3108	63	74	voice	voice	NOUN
cana-3108	63	75	command	command	NOUN
cana-3108	63	76	segments	segment	NOUN
cana-3108	63	77	o	o	NOUN
cana-3108	63	78	gated	gate	VERB
cana-3108	63	79	recurrent	recurrent	ADJ
cana-3108	63	80	units	unit	NOUN
cana-3108	63	81	(	(	PUNCT
cana-3108	63	82	gru	gru	NOUN
cana-3108	63	83	)	)	PUNCT
cana-3108	63	84	enable	enable	VERB
cana-3108	63	85	dynamic	dynamic	ADJ
cana-3108	63	86	information	information	NOUN
cana-3108	63	87	filtering	filter	VERB
cana-3108	63	88	o	o	NOUN
cana-3108	63	89	attention	attention	NOUN
cana-3108	63	90	mechanisms	mechanism	NOUN
cana-3108	63	91	enhance	enhance	VERB
cana-3108	63	92	contextual	contextual	ADJ
cana-3108	63	93	understanding	understanding	NOUN
cana-3108	63	94	3	3	NUM
cana-3108	63	95	.	.	PUNCT
cana-3108	64	1	advanced	advanced	ADJ
cana-3108	64	2	intent	intent	ADJ
cana-3108	64	3	classification	classification	NOUN
cana-3108	64	4	framework	framework	NOUN
cana-3108	64	5	the	the	DET
cana-3108	64	6	intent	intent	ADJ
cana-3108	64	7	classification	classification	NOUN
cana-3108	64	8	module	module	NOUN
cana-3108	64	9	represents	represent	VERB
cana-3108	64	10	a	a	DET
cana-3108	64	11	novel	novel	ADJ
cana-3108	64	12	hybrid	hybrid	ADJ
cana-3108	64	13	deep	deep	ADJ
cana-3108	64	14	learning	learning	NOUN
cana-3108	64	15	architecture	architecture	NOUN
cana-3108	64	16	:	:	PUNCT
cana-3108	64	17	•	•	NUM
cana-3108	64	18	transformer	transformer	NOUN
cana-3108	64	19	-	-	PUNCT
cana-3108	64	20	based	base	VERB
cana-3108	64	21	semantic	semantic	ADJ
cana-3108	64	22	analysis	analysis	NOUN
cana-3108	64	23	:	:	PUNCT
cana-3108	64	24	leveraging	leverage	VERB
cana-3108	64	25	state	state	NOUN
cana-3108	64	26	-	-	PUNCT
cana-3108	64	27	of	of	ADP
cana-3108	64	28	-	-	PUNCT
cana-3108	64	29	the	the	DET
cana-3108	64	30	-	-	PUNCT
cana-3108	64	31	art	art	NOUN
cana-3108	64	32	transformer	transformer	NOUN
cana-3108	64	33	architectures	architecture	NOUN
cana-3108	64	34	to	to	PART
cana-3108	64	35	perform	perform	VERB
cana-3108	64	36	nuanced	nuanced	ADJ
cana-3108	64	37	intent	intent	ADJ
cana-3108	64	38	interpretation	interpretation	NOUN
cana-3108	64	39	•	•	NOUN
cana-3108	64	40	contextual	contextual	ADJ
cana-3108	64	41	embedding	embed	VERB
cana-3108	64	42	techniques	technique	NOUN
cana-3108	64	43	:	:	PUNCT
cana-3108	64	44	implementing	implement	VERB
cana-3108	64	45	advanced	advanced	ADJ
cana-3108	64	46	embedding	embed	VERB
cana-3108	64	47	strategies	strategy	NOUN
cana-3108	64	48	that	that	PRON
cana-3108	64	49	capture	capture	VERB
cana-3108	64	50	subtle	subtle	ADJ
cana-3108	64	51	semantic	semantic	ADJ
cana-3108	64	52	nuances	nuance	NOUN
cana-3108	64	53	communications	communication	NOUN
cana-3108	64	54	on	on	ADP
cana-3108	64	55	applied	apply	VERB
cana-3108	64	56	nonlinear	nonlinear	ADJ
cana-3108	64	57	analysis	analysis	NOUN
cana-3108	64	58	issn	issn	NOUN
cana-3108	64	59	:	:	PUNCT
cana-3108	64	60	1074	1074	NUM
cana-3108	64	61	-	-	PUNCT
cana-3108	64	62	133x	133x	NUM
cana-3108	64	63	vol	vol	NOUN
cana-3108	64	64	32	32	NUM
cana-3108	64	65	no	no	NOUN
cana-3108	64	66	.	.	PUNCT
cana-3108	65	1	5s	5s	NUM
cana-3108	65	2	(	(	PUNCT
cana-3108	65	3	2025	2025	NUM
cana-3108	65	4	)	)	PUNCT
cana-3108	65	5	383	383	NUM
cana-3108	65	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	65	7	m	m	NOUN
cana-3108	65	8	•	•	NOUN
cana-3108	65	9	probabilistic	probabilistic	ADJ
cana-3108	65	10	output	output	NOUN
cana-3108	65	11	generation	generation	NOUN
cana-3108	65	12	:	:	PUNCT
cana-3108	65	13	developing	develop	VERB
cana-3108	65	14	a	a	DET
cana-3108	65	15	sophisticated	sophisticated	ADJ
cana-3108	65	16	decision	decision	NOUN
cana-3108	65	17	-	-	PUNCT
cana-3108	65	18	making	make	VERB
cana-3108	65	19	framework	framework	NOUN
cana-3108	65	20	that	that	PRON
cana-3108	65	21	provides	provide	VERB
cana-3108	65	22	granular	granular	ADJ
cana-3108	65	23	classification	classification	NOUN
cana-3108	65	24	beyond	beyond	ADP
cana-3108	65	25	binary	binary	ADJ
cana-3108	65	26	blocking	blocking	NOUN
cana-3108	65	27	decisions	decision	NOUN
cana-3108	65	28	4	4	NUM
cana-3108	65	29	.	.	X
cana-3108	66	1	dynamic	dynamic	ADJ
cana-3108	66	2	adaptive	adaptive	ADJ
cana-3108	66	3	learning	learning	NOUN
cana-3108	66	4	mechanism	mechanism	NOUN
cana-3108	66	5	the	the	DET
cana-3108	66	6	adaptive	adaptive	ADJ
cana-3108	66	7	learning	learning	NOUN
cana-3108	66	8	module	module	NOUN
cana-3108	66	9	represents	represent	VERB
cana-3108	66	10	the	the	DET
cana-3108	66	11	system	system	NOUN
cana-3108	66	12	's	's	PART
cana-3108	66	13	most	most	ADV
cana-3108	66	14	innovative	innovative	ADJ
cana-3108	66	15	component	component	NOUN
cana-3108	66	16	,	,	PUNCT
cana-3108	66	17	implementing	implement	VERB
cana-3108	66	18	a	a	DET
cana-3108	66	19	sophisticated	sophisticated	ADJ
cana-3108	66	20	reinforcement	reinforcement	NOUN
cana-3108	66	21	learning	learning	NOUN
cana-3108	66	22	framework	framework	NOUN
cana-3108	66	23	:	:	PUNCT
cana-3108	66	24	•	•	NUM
cana-3108	66	25	continuous	continuous	ADJ
cana-3108	66	26	model	model	NOUN
cana-3108	66	27	refinement	refinement	NOUN
cana-3108	66	28	:	:	PUNCT
cana-3108	66	29	real	real	ADJ
cana-3108	66	30	-	-	PUNCT
cana-3108	66	31	time	time	NOUN
cana-3108	66	32	weight	weight	NOUN
cana-3108	66	33	adjustment	adjustment	NOUN
cana-3108	66	34	based	base	VERB
cana-3108	66	35	on	on	ADP
cana-3108	66	36	user	user	NOUN
cana-3108	66	37	interactions	interaction	NOUN
cana-3108	66	38	and	and	CCONJ
cana-3108	66	39	system	system	NOUN
cana-3108	66	40	performance	performance	NOUN
cana-3108	66	41	•	•	NOUN
cana-3108	66	42	feedback	feedback	NOUN
cana-3108	66	43	integration	integration	NOUN
cana-3108	66	44	algorithms	algorithm	NOUN
cana-3108	66	45	:	:	PUNCT
cana-3108	66	46	developing	develop	VERB
cana-3108	66	47	intelligent	intelligent	ADJ
cana-3108	66	48	mechanisms	mechanism	NOUN
cana-3108	66	49	to	to	PART
cana-3108	66	50	incorporate	incorporate	VERB
cana-3108	66	51	userprovided	userprovided	ADJ
cana-3108	66	52	feedback	feedback	NOUN
cana-3108	66	53	•	•	NOUN
cana-3108	66	54	performance	performance	NOUN
cana-3108	66	55	optimization	optimization	NOUN
cana-3108	66	56	strategies	strategy	NOUN
cana-3108	66	57	:	:	PUNCT
cana-3108	66	58	implementing	implement	VERB
cana-3108	66	59	dynamic	dynamic	ADJ
cana-3108	66	60	learning	learning	NOUN
cana-3108	66	61	rate	rate	NOUN
cana-3108	66	62	adjustments	adjustment	NOUN
cana-3108	66	63	and	and	CCONJ
cana-3108	66	64	intelligent	intelligent	ADJ
cana-3108	66	65	exploration	exploration	NOUN
cana-3108	66	66	-	-	PUNCT
cana-3108	66	67	exploitation	exploitation	NOUN
cana-3108	66	68	trade	trade	NOUN
cana-3108	66	69	-	-	PUNCT
cana-3108	66	70	offs	off	NOUN
cana-3108	66	71	detailed	detailed	ADJ
cana-3108	66	72	computational	computational	ADJ
cana-3108	66	73	methodology	methodology	NOUN
cana-3108	66	74	feature	feature	NOUN
cana-3108	66	75	representation	representation	NOUN
cana-3108	66	76	transformation	transformation	NOUN
cana-3108	66	77	the	the	DET
cana-3108	66	78	acoustic	acoustic	ADJ
cana-3108	66	79	signal	signal	NOUN
cana-3108	66	80	undergoes	undergo	VERB
cana-3108	66	81	a	a	DET
cana-3108	66	82	rigorous	rigorous	ADJ
cana-3108	66	83	transformation	transformation	NOUN
cana-3108	66	84	process	process	NOUN
cana-3108	66	85	:	:	PUNCT
cana-3108	66	86	1	1	X
cana-3108	66	87	.	.	X
cana-3108	66	88	raw	raw	ADJ
cana-3108	66	89	audio	audio	NOUN
cana-3108	66	90	input	input	NOUN
cana-3108	66	91	is	be	AUX
cana-3108	66	92	converted	convert	VERB
cana-3108	66	93	to	to	ADP
cana-3108	66	94	spectrographic	spectrographic	ADJ
cana-3108	66	95	representation	representation	NOUN
cana-3108	66	96	2	2	NUM
cana-3108	66	97	.	.	PUNCT
cana-3108	66	98	mel	mel	PROPN
cana-3108	66	99	-	-	PUNCT
cana-3108	66	100	frequency	frequency	ADJ
cana-3108	66	101	cepstral	cepstral	ADJ
cana-3108	66	102	coefficients	coefficient	NOUN
cana-3108	66	103	(	(	PUNCT
cana-3108	66	104	mfcc	mfcc	NOUN
cana-3108	66	105	)	)	PUNCT
cana-3108	66	106	extraction	extraction	NOUN
cana-3108	66	107	3	3	NUM
cana-3108	66	108	.	.	PUNCT
cana-3108	66	109	normalization	normalization	NOUN
cana-3108	66	110	and	and	CCONJ
cana-3108	66	111	standardization	standardization	NOUN
cana-3108	66	112	of	of	ADP
cana-3108	66	113	feature	feature	NOUN
cana-3108	66	114	representations	representation	NOUN
cana-3108	66	115	machine	machine	NOUN
cana-3108	66	116	learning	learning	NOUN
cana-3108	66	117	model	model	NOUN
cana-3108	66	118	architecture	architecture	NOUN
cana-3108	66	119	our	our	PRON
cana-3108	66	120	hybrid	hybrid	ADJ
cana-3108	66	121	deep	deep	ADJ
cana-3108	66	122	learning	learning	NOUN
cana-3108	66	123	model	model	NOUN
cana-3108	66	124	combines	combine	NOUN
cana-3108	66	125	:	:	PUNCT
cana-3108	66	126	•	•	NUM
cana-3108	66	127	convolutional	convolutional	ADJ
cana-3108	66	128	layers	layer	NOUN
cana-3108	66	129	for	for	ADP
cana-3108	66	130	spatial	spatial	ADJ
cana-3108	66	131	feature	feature	NOUN
cana-3108	66	132	extraction	extraction	NOUN
cana-3108	66	133	•	•	NOUN
cana-3108	66	134	transformer	transformer	NOUN
cana-3108	66	135	-	-	PUNCT
cana-3108	66	136	based	base	VERB
cana-3108	66	137	architecture	architecture	NOUN
cana-3108	66	138	for	for	ADP
cana-3108	66	139	contextual	contextual	ADJ
cana-3108	66	140	understanding	understanding	NOUN
cana-3108	66	141	•	•	NOUN
cana-3108	66	142	recurrent	recurrent	ADJ
cana-3108	66	143	neural	neural	ADJ
cana-3108	66	144	network	network	NOUN
cana-3108	66	145	components	component	NOUN
cana-3108	66	146	for	for	ADP
cana-3108	66	147	temporal	temporal	ADJ
cana-3108	66	148	analysis	analysis	NOUN
cana-3108	66	149	adaptive	adaptive	ADJ
cana-3108	66	150	learning	learning	NOUN
cana-3108	66	151	protocol	protocol	VERB
cana-3108	66	152	the	the	DET
cana-3108	66	153	reinforcement	reinforcement	NOUN
cana-3108	66	154	learning	learn	VERB
cana-3108	66	155	framework	framework	NOUN
cana-3108	66	156	implements	implement	NOUN
cana-3108	66	157	:	:	PUNCT
cana-3108	66	158	•	•	NUM
cana-3108	66	159	policy	policy	NOUN
cana-3108	66	160	gradient	gradient	NOUN
cana-3108	66	161	methods	method	NOUN
cana-3108	66	162	for	for	ADP
cana-3108	66	163	continuous	continuous	ADJ
cana-3108	66	164	model	model	NOUN
cana-3108	66	165	improvement	improvement	NOUN
cana-3108	66	166	•	•	NUM
cana-3108	66	167	multi	multi	ADJ
cana-3108	66	168	-	-	ADJ
cana-3108	66	169	armed	armed	ADJ
cana-3108	66	170	bandit	bandit	NOUN
cana-3108	66	171	algorithms	algorithm	NOUN
cana-3108	66	172	for	for	ADP
cana-3108	66	173	exploration	exploration	NOUN
cana-3108	66	174	-	-	PUNCT
cana-3108	66	175	exploitation	exploitation	NOUN
cana-3108	66	176	balance	balance	NOUN
cana-3108	66	177	•	•	NOUN
cana-3108	66	178	bayesian	bayesian	NOUN
cana-3108	66	179	optimization	optimization	NOUN
cana-3108	66	180	techniques	technique	NOUN
cana-3108	66	181	for	for	ADP
cana-3108	66	182	hyperparameter	hyperparameter	NOUN
cana-3108	66	183	tuning	tune	VERB
cana-3108	66	184	performance	performance	NOUN
cana-3108	66	185	evaluation	evaluation	NOUN
cana-3108	66	186	methodology	methodology	NOUN
cana-3108	66	187	our	our	PRON
cana-3108	66	188	comprehensive	comprehensive	ADJ
cana-3108	66	189	evaluation	evaluation	NOUN
cana-3108	66	190	framework	framework	NOUN
cana-3108	66	191	extends	extend	VERB
cana-3108	66	192	beyond	beyond	ADP
cana-3108	66	193	traditional	traditional	ADJ
cana-3108	66	194	metrics	metric	NOUN
cana-3108	66	195	:	:	PUNCT
cana-3108	66	196	•	•	NUM
cana-3108	66	197	traditional	traditional	ADJ
cana-3108	66	198	performance	performance	NOUN
cana-3108	66	199	metrics	metric	NOUN
cana-3108	66	200	o	o	NOUN
cana-3108	66	201	accuracy	accuracy	NOUN
cana-3108	66	202	o	o	NOUN
cana-3108	66	203	precision	precision	NOUN
cana-3108	66	204	communications	communication	NOUN
cana-3108	66	205	on	on	ADP
cana-3108	66	206	applied	apply	VERB
cana-3108	66	207	nonlinear	nonlinear	ADJ
cana-3108	66	208	analysis	analysis	NOUN
cana-3108	66	209	issn	issn	NOUN
cana-3108	66	210	:	:	PUNCT
cana-3108	66	211	1074	1074	NUM
cana-3108	66	212	-	-	PUNCT
cana-3108	66	213	133x	133x	NUM
cana-3108	66	214	vol	vol	NOUN
cana-3108	66	215	32	32	NUM
cana-3108	66	216	no	no	NOUN
cana-3108	66	217	.	.	PUNCT
cana-3108	67	1	5s	5s	NUM
cana-3108	67	2	(	(	PUNCT
cana-3108	67	3	2025	2025	NUM
cana-3108	67	4	)	)	PUNCT
cana-3108	67	5	384	384	NUM
cana-3108	67	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	67	7	m	m	PROPN
cana-3108	67	8	o	o	NOUN
cana-3108	67	9	recall	recall	NOUN
cana-3108	68	1	o	o	X
cana-3108	68	2	f1	f1	NOUN
cana-3108	68	3	-	-	PUNCT
cana-3108	68	4	score	score	NOUN
cana-3108	68	5	•	•	NOUN
cana-3108	68	6	advanced	advance	VERB
cana-3108	68	7	adaptive	adaptive	ADJ
cana-3108	68	8	learning	learning	NOUN
cana-3108	68	9	metrics	metric	NOUN
cana-3108	68	10	o	o	PROPN
cana-3108	68	11	model	model	NOUN
cana-3108	68	12	convergence	convergence	NOUN
cana-3108	68	13	rate	rate	NOUN
cana-3108	68	14	o	o	PROPN
cana-3108	68	15	adaptive	adaptive	ADJ
cana-3108	68	16	learning	learning	NOUN
cana-3108	68	17	speed	speed	NOUN
cana-3108	68	18	o	o	X
cana-3108	68	19	false	false	ADJ
cana-3108	68	20	-	-	PUNCT
cana-3108	68	21	positive	positive	ADJ
cana-3108	68	22	reduction	reduction	NOUN
cana-3108	68	23	trajectory	trajectory	NOUN
cana-3108	68	24	computational	computational	ADJ
cana-3108	68	25	complexity	complexity	NOUN
cana-3108	68	26	and	and	CCONJ
cana-3108	68	27	optimization	optimization	NOUN
cana-3108	68	28	we	we	PRON
cana-3108	68	29	address	address	VERB
cana-3108	68	30	computational	computational	ADJ
cana-3108	68	31	challenges	challenge	NOUN
cana-3108	68	32	through	through	ADP
cana-3108	68	33	:	:	PUNCT
cana-3108	68	34	•	•	NUM
cana-3108	68	35	efficient	efficient	ADJ
cana-3108	68	36	model	model	NOUN
cana-3108	68	37	architecture	architecture	NOUN
cana-3108	68	38	design	design	NOUN
cana-3108	68	39	•	•	NOUN
cana-3108	68	40	distributed	distribute	VERB
cana-3108	68	41	computing	computing	NOUN
cana-3108	68	42	strategies	strategy	NOUN
cana-3108	68	43	•	•	ADP
cana-3108	68	44	algorithmic	algorithmic	ADJ
cana-3108	68	45	optimization	optimization	NOUN
cana-3108	68	46	techniques	technique	NOUN
cana-3108	68	47	ethical	ethical	ADJ
cana-3108	68	48	and	and	CCONJ
cana-3108	68	49	privacy	privacy	NOUN
cana-3108	68	50	considerations	consideration	NOUN
cana-3108	68	51	our	our	PRON
cana-3108	68	52	methodology	methodology	NOUN
cana-3108	68	53	incorporates	incorporate	VERB
cana-3108	68	54	robust	robust	ADJ
cana-3108	68	55	privacy	privacy	NOUN
cana-3108	68	56	protection	protection	NOUN
cana-3108	68	57	mechanisms	mechanism	NOUN
cana-3108	68	58	:	:	PUNCT
cana-3108	68	59	•	•	NUM
cana-3108	68	60	anonymization	anonymization	NOUN
cana-3108	68	61	of	of	ADP
cana-3108	68	62	training	training	NOUN
cana-3108	68	63	data	datum	NOUN
cana-3108	68	64	•	•	ADP
cana-3108	68	65	minimal	minimal	ADJ
cana-3108	68	66	personal	personal	ADJ
cana-3108	68	67	information	information	NOUN
cana-3108	68	68	retention	retention	NOUN
cana-3108	68	69	•	•	ADP
cana-3108	68	70	transparent	transparent	ADJ
cana-3108	68	71	user	user	NOUN
cana-3108	68	72	consent	consent	NOUN
cana-3108	68	73	protocols	protocol	NOUN
cana-3108	68	74	dataset	dataset	VERB
cana-3108	68	75	source	source	NOUN
cana-3108	68	76	total	total	ADJ
cana-3108	68	77	duration	duration	NOUN
cana-3108	68	78	number	number	NOUN
cana-3108	68	79	of	of	ADP
cana-3108	68	80	samples	sample	NOUN
cana-3108	68	81	preprocessing	preprocesse	VERB
cana-3108	68	82	complexity	complexity	NOUN
cana-3108	68	83	librispeech	librispeech	NOUN
cana-3108	68	84	public	public	ADJ
cana-3108	68	85	1000	1000	NUM
cana-3108	68	86	+	+	NUM
cana-3108	68	87	hours	hour	NOUN
cana-3108	68	88	50,000	50,000	NUM
cana-3108	68	89	+	+	CCONJ
cana-3108	68	90	high	high	ADJ
cana-3108	68	91	voxceleb	voxceleb	NOUN
cana-3108	68	92	public	public	ADJ
cana-3108	68	93	500	500	NUM
cana-3108	68	94	+	+	NUM
cana-3108	68	95	hours	hour	NOUN
cana-3108	69	1	22,000	22,000	NUM
cana-3108	69	2	+	+	NUM
cana-3108	69	3	medium	medium	ADJ
cana-3108	69	4	proprietary	proprietary	ADJ
cana-3108	69	5	custom	custom	NOUN
cana-3108	69	6	200	200	NUM
cana-3108	69	7	+	+	NUM
cana-3108	69	8	hours	hour	NOUN
cana-3108	69	9	10,000	10,000	NUM
cana-3108	69	10	+	+	CCONJ
cana-3108	69	11	very	very	ADV
cana-3108	69	12	high	high	ADJ
cana-3108	69	13	table	table	NOUN
cana-3108	69	14	2	2	NUM
cana-3108	69	15	:	:	PUNCT
cana-3108	69	16	dataset	dataset	VERB
cana-3108	69	17	characteristics	characteristic	NOUN
cana-3108	69	18	3	3	NUM
cana-3108	69	19	.	.	PUNCT
cana-3108	69	20	results	result	NOUN
cana-3108	69	21	and	and	CCONJ
cana-3108	69	22	analysis	analysis	NOUN
cana-3108	69	23	the	the	DET
cana-3108	69	24	experimental	experimental	ADJ
cana-3108	69	25	evaluation	evaluation	NOUN
cana-3108	69	26	of	of	ADP
cana-3108	69	27	our	our	PRON
cana-3108	69	28	deep	deep	ADJ
cana-3108	69	29	learning	learning	NOUN
cana-3108	69	30	-	-	PUNCT
cana-3108	69	31	based	base	VERB
cana-3108	69	32	adaptive	adaptive	ADJ
cana-3108	69	33	call	call	NOUN
cana-3108	69	34	-	-	PUNCT
cana-3108	69	35	blocking	block	VERB
cana-3108	69	36	model	model	NOUN
cana-3108	69	37	reveals	reveal	VERB
cana-3108	69	38	groundbreaking	groundbreake	VERB
cana-3108	69	39	insights	insight	NOUN
cana-3108	69	40	into	into	ADP
cana-3108	69	41	voice	voice	NOUN
cana-3108	69	42	command	command	NOUN
cana-3108	69	43	-	-	PUNCT
cana-3108	69	44	driven	drive	VERB
cana-3108	69	45	intent	intent	NOUN
cana-3108	69	46	classification	classification	NOUN
cana-3108	69	47	and	and	CCONJ
cana-3108	69	48	dynamic	dynamic	ADJ
cana-3108	69	49	system	system	NOUN
cana-3108	69	50	adaptation	adaptation	NOUN
cana-3108	69	51	.	.	PUNCT
cana-3108	70	1	our	our	PRON
cana-3108	70	2	comprehensive	comprehensive	ADJ
cana-3108	70	3	assessment	assessment	NOUN
cana-3108	70	4	leveraged	leverage	VERB
cana-3108	70	5	advanced	advanced	ADJ
cana-3108	70	6	computational	computational	ADJ
cana-3108	70	7	infrastructure	infrastructure	NOUN
cana-3108	70	8	and	and	CCONJ
cana-3108	70	9	methodologically	methodologically	ADV
cana-3108	70	10	rigorous	rigorous	ADJ
cana-3108	70	11	experimental	experimental	ADJ
cana-3108	70	12	protocols	protocol	NOUN
cana-3108	70	13	to	to	PART
cana-3108	70	14	validate	validate	VERB
cana-3108	70	15	the	the	DET
cana-3108	70	16	model	model	NOUN
cana-3108	70	17	's	's	PART
cana-3108	70	18	efficacy	efficacy	NOUN
cana-3108	70	19	.	.	PUNCT
cana-3108	71	1	experimental	experimental	ADJ
cana-3108	71	2	infrastructure	infrastructure	NOUN
cana-3108	71	3	and	and	CCONJ
cana-3108	71	4	configuration	configuration	NOUN
cana-3108	71	5	the	the	DET
cana-3108	71	6	research	research	NOUN
cana-3108	71	7	was	be	AUX
cana-3108	71	8	conducted	conduct	VERB
cana-3108	71	9	on	on	ADP
cana-3108	71	10	a	a	DET
cana-3108	71	11	high	high	ADJ
cana-3108	71	12	-	-	PUNCT
cana-3108	71	13	performance	performance	NOUN
cana-3108	71	14	computing	computing	NOUN
cana-3108	71	15	environment	environment	NOUN
cana-3108	71	16	featuring	feature	VERB
cana-3108	71	17	an	an	DET
cana-3108	71	18	nvidia	nvidia	ADJ
cana-3108	71	19	tesla	tesla	NOUN
cana-3108	71	20	v100	v100	PROPN
cana-3108	71	21	gpu	gpu	NOUN
cana-3108	71	22	with	with	ADP
cana-3108	71	23	32	32	NUM
cana-3108	71	24	gb	gb	NOUN
cana-3108	71	25	cuda	cuda	NOUN
cana-3108	71	26	-	-	PUNCT
cana-3108	71	27	enabled	enable	VERB
cana-3108	71	28	memory	memory	NOUN
cana-3108	71	29	and	and	CCONJ
cana-3108	71	30	256	256	NUM
cana-3108	71	31	gb	gb	PROPN
cana-3108	71	32	ram	ram	NOUN
cana-3108	71	33	.	.	PUNCT
cana-3108	72	1	the	the	DET
cana-3108	72	2	software	software	NOUN
cana-3108	72	3	ecosystem	ecosystem	NOUN
cana-3108	72	4	comprised	comprise	VERB
cana-3108	72	5	python	python	NOUN
cana-3108	72	6	3.9	3.9	NUM
cana-3108	72	7	,	,	PUNCT
cana-3108	72	8	tensorflow	tensorflow	NOUN
cana-3108	72	9	2.8	2.8	NUM
cana-3108	72	10	,	,	PUNCT
cana-3108	72	11	and	and	CCONJ
cana-3108	72	12	pytorch	pytorch	NOUN
cana-3108	72	13	1.10	1.10	NUM
cana-3108	72	14	,	,	PUNCT
cana-3108	72	15	facilitating	facilitate	VERB
cana-3108	72	16	complex	complex	ADJ
cana-3108	72	17	deep	deep	ADJ
cana-3108	72	18	learning	learning	NOUN
cana-3108	72	19	computations	computation	NOUN
cana-3108	72	20	.	.	PUNCT
cana-3108	73	1	we	we	PRON
cana-3108	73	2	utilized	utilize	VERB
cana-3108	73	3	a	a	DET
cana-3108	73	4	stratified	stratified	ADJ
cana-3108	73	5	dataset	dataset	NOUN
cana-3108	73	6	split	split	NOUN
cana-3108	73	7	of	of	ADP
cana-3108	73	8	70	70	NUM
cana-3108	73	9	%	%	NOUN
cana-3108	73	10	training	training	NOUN
cana-3108	73	11	,	,	PUNCT
cana-3108	73	12	20	20	NUM
cana-3108	73	13	%	%	NOUN
cana-3108	73	14	validation	validation	NOUN
cana-3108	73	15	,	,	PUNCT
cana-3108	73	16	and	and	CCONJ
cana-3108	73	17	10	10	NUM
cana-3108	73	18	%	%	NOUN
cana-3108	73	19	testing	testing	NOUN
cana-3108	73	20	,	,	PUNCT
cana-3108	73	21	implementing	implement	VERB
cana-3108	73	22	k	k	ADJ
cana-3108	73	23	-	-	ADJ
cana-3108	73	24	fold	fold	ADJ
cana-3108	73	25	cross	cross	NOUN
cana-3108	73	26	-	-	NOUN
cana-3108	73	27	validation	validation	ADJ
cana-3108	73	28	(	(	PUNCT
cana-3108	73	29	k=5	k=5	X
cana-3108	73	30	)	)	PUNCT
cana-3108	73	31	to	to	PART
cana-3108	73	32	ensure	ensure	VERB
cana-3108	73	33	robust	robust	ADJ
cana-3108	73	34	generalizability	generalizability	NOUN
cana-3108	73	35	.	.	PUNCT
cana-3108	74	1	the	the	DET
cana-3108	74	2	dataset	dataset	NOUN
cana-3108	74	3	comprised	comprise	VERB
cana-3108	74	4	12,456	12,456	NUM
cana-3108	74	5	voice	voice	NOUN
cana-3108	74	6	command	command	NOUN
cana-3108	74	7	samples	sample	NOUN
cana-3108	74	8	from	from	ADP
cana-3108	74	9	diverse	diverse	ADJ
cana-3108	74	10	demographic	demographic	ADJ
cana-3108	74	11	backgrounds	background	NOUN
cana-3108	74	12	,	,	PUNCT
cana-3108	74	13	carefully	carefully	ADV
cana-3108	74	14	curated	curate	VERB
cana-3108	74	15	to	to	PART
cana-3108	74	16	minimize	minimize	VERB
cana-3108	74	17	bias	bias	NOUN
cana-3108	74	18	and	and	CCONJ
cana-3108	74	19	maximize	maximize	VERB
cana-3108	74	20	representation	representation	NOUN
cana-3108	74	21	.	.	PUNCT
cana-3108	75	1	preprocessing	preprocesse	VERB
cana-3108	75	2	involved	involve	VERB
cana-3108	75	3	sophisticated	sophisticated	ADJ
cana-3108	75	4	communications	communication	NOUN
cana-3108	75	5	on	on	ADP
cana-3108	75	6	applied	apply	VERB
cana-3108	75	7	nonlinear	nonlinear	ADJ
cana-3108	75	8	analysis	analysis	NOUN
cana-3108	75	9	issn	issn	NOUN
cana-3108	75	10	:	:	PUNCT
cana-3108	75	11	1074	1074	NUM
cana-3108	75	12	-	-	PUNCT
cana-3108	75	13	133x	133x	NUM
cana-3108	75	14	vol	vol	NOUN
cana-3108	75	15	32	32	NUM
cana-3108	75	16	no	no	NOUN
cana-3108	75	17	.	.	PUNCT
cana-3108	76	1	5s	5s	NUM
cana-3108	76	2	(	(	PUNCT
cana-3108	76	3	2025	2025	NUM
cana-3108	76	4	)	)	PUNCT
cana-3108	76	5	385	385	NUM
cana-3108	77	1	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	77	2	m	m	PROPN
cana-3108	77	3	noise	noise	NOUN
cana-3108	77	4	reduction	reduction	NOUN
cana-3108	77	5	algorithms	algorithm	NOUN
cana-3108	77	6	and	and	CCONJ
cana-3108	77	7	advanced	advanced	ADJ
cana-3108	77	8	feature	feature	NOUN
cana-3108	77	9	normalization	normalization	NOUN
cana-3108	77	10	techniques	technique	NOUN
cana-3108	77	11	to	to	PART
cana-3108	77	12	enhance	enhance	VERB
cana-3108	77	13	signal	signal	ADJ
cana-3108	77	14	quality	quality	NOUN
cana-3108	77	15	and	and	CCONJ
cana-3108	77	16	model	model	NOUN
cana-3108	77	17	reliability	reliability	NOUN
cana-3108	77	18	.	.	PUNCT
cana-3108	78	1	performance	performance	NOUN
cana-3108	78	2	characterization	characterization	NOUN
cana-3108	78	3	our	our	PRON
cana-3108	78	4	hybrid	hybrid	ADJ
cana-3108	78	5	deep	deep	ADJ
cana-3108	78	6	learning	learning	NOUN
cana-3108	78	7	model	model	NOUN
cana-3108	78	8	demonstrated	demonstrate	VERB
cana-3108	78	9	remarkable	remarkable	ADJ
cana-3108	78	10	performance	performance	NOUN
cana-3108	78	11	metrics	metric	NOUN
cana-3108	78	12	,	,	PUNCT
cana-3108	78	13	significantly	significantly	ADV
cana-3108	78	14	outperforming	outperform	VERB
cana-3108	78	15	traditional	traditional	ADJ
cana-3108	78	16	rule	rule	NOUN
cana-3108	78	17	-	-	PUNCT
cana-3108	78	18	based	base	VERB
cana-3108	78	19	and	and	CCONJ
cana-3108	78	20	classical	classical	ADJ
cana-3108	78	21	machine	machine	NOUN
cana-3108	78	22	learning	learning	NOUN
cana-3108	78	23	approaches	approach	NOUN
cana-3108	78	24	.	.	PUNCT
cana-3108	79	1	the	the	DET
cana-3108	79	2	blocking	block	VERB
cana-3108	79	3	accuracy	accuracy	NOUN
cana-3108	79	4	reached	reach	VERB
cana-3108	79	5	97.6	97.6	NUM
cana-3108	79	6	%	%	NOUN
cana-3108	79	7	,	,	PUNCT
cana-3108	79	8	with	with	ADP
cana-3108	79	9	a	a	DET
cana-3108	79	10	precision	precision	NOUN
cana-3108	79	11	of	of	ADP
cana-3108	79	12	96.3	96.3	NUM
cana-3108	79	13	%	%	NOUN
cana-3108	79	14	and	and	CCONJ
cana-3108	79	15	recall	recall	NOUN
cana-3108	79	16	of	of	ADP
cana-3108	79	17	98.1	98.1	NUM
cana-3108	79	18	%	%	NOUN
cana-3108	79	19	.	.	PUNCT
cana-3108	80	1	comparative	comparative	ADJ
cana-3108	80	2	analysis	analysis	NOUN
cana-3108	80	3	revealed	reveal	VERB
cana-3108	80	4	substantial	substantial	ADJ
cana-3108	80	5	improvements	improvement	NOUN
cana-3108	80	6	over	over	ADP
cana-3108	80	7	existing	exist	VERB
cana-3108	80	8	methodologies	methodology	NOUN
cana-3108	80	9	,	,	PUNCT
cana-3108	80	10	with	with	ADP
cana-3108	80	11	an	an	DET
cana-3108	80	12	average	average	ADJ
cana-3108	80	13	25	25	NUM
cana-3108	80	14	%	%	NOUN
cana-3108	80	15	enhancement	enhancement	NOUN
cana-3108	80	16	in	in	ADP
cana-3108	80	17	intent	intent	ADJ
cana-3108	80	18	classification	classification	NOUN
cana-3108	80	19	accuracy	accuracy	NOUN
cana-3108	80	20	.	.	PUNCT
cana-3108	81	1	the	the	DET
cana-3108	81	2	adaptive	adaptive	ADJ
cana-3108	81	3	learning	learning	NOUN
cana-3108	81	4	module	module	NOUN
cana-3108	81	5	exhibited	exhibit	VERB
cana-3108	81	6	exceptional	exceptional	ADJ
cana-3108	81	7	dynamism	dynamism	NOUN
cana-3108	81	8	,	,	PUNCT
cana-3108	81	9	with	with	ADP
cana-3108	81	10	model	model	NOUN
cana-3108	81	11	adjustment	adjustment	NOUN
cana-3108	81	12	times	time	NOUN
cana-3108	81	13	averaging	average	VERB
cana-3108	81	14	12.4	12.4	NUM
cana-3108	81	15	milliseconds	millisecond	NOUN
cana-3108	81	16	per	per	ADP
cana-3108	81	17	iteration	iteration	NOUN
cana-3108	81	18	—	—	PUNCT
cana-3108	81	19	a	a	DET
cana-3108	81	20	critical	critical	ADJ
cana-3108	81	21	advancement	advancement	NOUN
cana-3108	81	22	for	for	ADP
cana-3108	81	23	real	real	ADJ
cana-3108	81	24	-	-	PUNCT
cana-3108	81	25	time	time	NOUN
cana-3108	81	26	call	call	NOUN
cana-3108	81	27	management	management	NOUN
cana-3108	81	28	systems	system	NOUN
cana-3108	81	29	.	.	PUNCT
cana-3108	82	1	this	this	DET
cana-3108	82	2	rapid	rapid	ADJ
cana-3108	82	3	adaptation	adaptation	NOUN
cana-3108	82	4	mechanism	mechanism	NOUN
cana-3108	82	5	allows	allow	VERB
cana-3108	82	6	near	near	ADV
cana-3108	82	7	-	-	PUNCT
cana-3108	82	8	instantaneous	instantaneous	ADJ
cana-3108	82	9	learning	learning	NOUN
cana-3108	82	10	from	from	ADP
cana-3108	82	11	user	user	NOUN
cana-3108	82	12	feedback	feedback	NOUN
cana-3108	82	13	,	,	PUNCT
cana-3108	82	14	creating	create	VERB
cana-3108	82	15	a	a	DET
cana-3108	82	16	continuously	continuously	ADV
cana-3108	82	17	evolving	evolve	VERB
cana-3108	82	18	intelligent	intelligent	ADJ
cana-3108	82	19	system	system	NOUN
cana-3108	82	20	.	.	PUNCT
cana-3108	83	1	statistical	statistical	ADJ
cana-3108	83	2	performance	performance	NOUN
cana-3108	83	3	analysis	analysis	NOUN
cana-3108	83	4	statistical	statistical	ADJ
cana-3108	83	5	investigations	investigation	NOUN
cana-3108	83	6	revealed	reveal	VERB
cana-3108	83	7	nuanced	nuanced	ADJ
cana-3108	83	8	performance	performance	NOUN
cana-3108	83	9	characteristics	characteristic	NOUN
cana-3108	83	10	through	through	ADP
cana-3108	83	11	comprehensive	comprehensive	ADJ
cana-3108	83	12	visualization	visualization	NOUN
cana-3108	83	13	techniques	technique	NOUN
cana-3108	83	14	.	.	PUNCT
cana-3108	84	1	the	the	DET
cana-3108	84	2	bar	bar	NOUN
cana-3108	84	3	graph	graph	NOUN
cana-3108	84	4	(	(	PUNCT
cana-3108	84	5	figure	figure	NOUN
cana-3108	84	6	2	2	NUM
cana-3108	84	7	)	)	PUNCT
cana-3108	84	8	illustrates	illustrate	VERB
cana-3108	84	9	comparative	comparative	ADJ
cana-3108	84	10	blocking	blocking	NOUN
cana-3108	84	11	accuracies	accuracy	NOUN
cana-3108	84	12	across	across	ADP
cana-3108	84	13	different	different	ADJ
cana-3108	84	14	machine	machine	NOUN
cana-3108	84	15	learning	learning	NOUN
cana-3108	84	16	paradigms	paradigm	VERB
cana-3108	84	17	,	,	PUNCT
cana-3108	84	18	highlighting	highlight	VERB
cana-3108	84	19	our	our	PRON
cana-3108	84	20	model	model	NOUN
cana-3108	84	21	's	's	PART
cana-3108	84	22	superior	superior	ADJ
cana-3108	84	23	performance	performance	NOUN
cana-3108	84	24	.	.	PUNCT
cana-3108	85	1	the	the	DET
cana-3108	85	2	line	line	NOUN
cana-3108	85	3	chart	chart	NOUN
cana-3108	85	4	(	(	PUNCT
cana-3108	85	5	figure	figure	NOUN
cana-3108	85	6	3	3	NUM
cana-3108	85	7	)	)	PUNCT
cana-3108	85	8	demonstrates	demonstrate	VERB
cana-3108	85	9	performance	performance	NOUN
cana-3108	85	10	improvement	improvement	NOUN
cana-3108	85	11	trajectories	trajectory	NOUN
cana-3108	85	12	,	,	PUNCT
cana-3108	85	13	showcasing	showcase	VERB
cana-3108	85	14	the	the	DET
cana-3108	85	15	model	model	NOUN
cana-3108	85	16	's	's	PART
cana-3108	85	17	remarkable	remarkable	ADJ
cana-3108	85	18	learning	learning	NOUN
cana-3108	85	19	curve	curve	NOUN
cana-3108	85	20	and	and	CCONJ
cana-3108	85	21	consistent	consistent	ADJ
cana-3108	85	22	enhancement	enhancement	NOUN
cana-3108	85	23	over	over	ADP
cana-3108	85	24	successive	successive	ADJ
cana-3108	85	25	iterations	iteration	NOUN
cana-3108	85	26	.	.	PUNCT
cana-3108	86	1	error	error	NOUN
cana-3108	86	2	characterization	characterization	NOUN
cana-3108	86	3	and	and	CCONJ
cana-3108	86	4	insights	insight	NOUN
cana-3108	86	5	detailed	detailed	ADJ
cana-3108	86	6	error	error	NOUN
cana-3108	86	7	analysis	analysis	NOUN
cana-3108	86	8	unveiled	unveil	VERB
cana-3108	86	9	intriguing	intriguing	ADJ
cana-3108	86	10	patterns	pattern	NOUN
cana-3108	86	11	in	in	ADP
cana-3108	86	12	misclassification	misclassification	NOUN
cana-3108	86	13	.	.	PUNCT
cana-3108	87	1	false	false	ADJ
cana-3108	87	2	positives	positive	NOUN
cana-3108	87	3	predominantly	predominantly	ADV
cana-3108	87	4	occurred	occur	VERB
cana-3108	87	5	in	in	ADP
cana-3108	87	6	scenarios	scenario	NOUN
cana-3108	87	7	involving	involve	VERB
cana-3108	87	8	complex	complex	ADJ
cana-3108	87	9	acoustic	acoustic	ADJ
cana-3108	87	10	environments	environment	NOUN
cana-3108	87	11	or	or	CCONJ
cana-3108	87	12	linguistically	linguistically	ADV
cana-3108	87	13	ambiguous	ambiguous	ADJ
cana-3108	87	14	voice	voice	NOUN
cana-3108	87	15	commands	command	NOUN
cana-3108	87	16	.	.	PUNCT
cana-3108	88	1	notably	notably	ADV
cana-3108	88	2	,	,	PUNCT
cana-3108	88	3	68	68	NUM
cana-3108	88	4	%	%	NOUN
cana-3108	88	5	of	of	ADP
cana-3108	88	6	misclassifications	misclassification	NOUN
cana-3108	88	7	emerged	emerge	VERB
cana-3108	88	8	from	from	ADP
cana-3108	88	9	high	high	ADJ
cana-3108	88	10	-	-	PUNCT
cana-3108	88	11	noise	noise	NOUN
cana-3108	88	12	backgrounds	background	NOUN
cana-3108	88	13	or	or	CCONJ
cana-3108	88	14	dialectical	dialectical	ADJ
cana-3108	88	15	variations	variation	NOUN
cana-3108	88	16	,	,	PUNCT
cana-3108	88	17	suggesting	suggest	VERB
cana-3108	88	18	potential	potential	ADJ
cana-3108	88	19	refinement	refinement	NOUN
cana-3108	88	20	strategies	strategy	NOUN
cana-3108	88	21	focused	focus	VERB
cana-3108	88	22	on	on	ADP
cana-3108	88	23	robust	robust	ADJ
cana-3108	88	24	feature	feature	NOUN
cana-3108	88	25	extraction	extraction	NOUN
cana-3108	88	26	and	and	CCONJ
cana-3108	88	27	contextual	contextual	ADJ
cana-3108	88	28	understanding	understanding	NOUN
cana-3108	88	29	.	.	PUNCT
cana-3108	89	1	confusion	confusion	NOUN
cana-3108	89	2	matrix	matrix	NOUN
cana-3108	89	3	interpretation	interpretation	NOUN
cana-3108	89	4	the	the	DET
cana-3108	89	5	confusion	confusion	NOUN
cana-3108	89	6	matrix	matrix	NOUN
cana-3108	89	7	revealed	reveal	VERB
cana-3108	89	8	granular	granular	ADJ
cana-3108	89	9	insights	insight	NOUN
cana-3108	89	10	into	into	ADP
cana-3108	89	11	classification	classification	NOUN
cana-3108	89	12	performance	performance	NOUN
cana-3108	89	13	.	.	PUNCT
cana-3108	90	1	intent	intent	ADJ
cana-3108	90	2	misclassification	misclassification	NOUN
cana-3108	90	3	rates	rate	NOUN
cana-3108	90	4	were	be	AUX
cana-3108	90	5	minimal	minimal	ADJ
cana-3108	90	6	,	,	PUNCT
cana-3108	90	7	with	with	ADP
cana-3108	90	8	most	most	ADJ
cana-3108	90	9	errors	error	NOUN
cana-3108	90	10	concentrated	concentrate	VERB
cana-3108	90	11	in	in	ADP
cana-3108	90	12	boundary	boundary	ADJ
cana-3108	90	13	cases	case	NOUN
cana-3108	90	14	involving	involve	VERB
cana-3108	90	15	semantically	semantically	ADV
cana-3108	90	16	similar	similar	ADJ
cana-3108	90	17	voice	voice	NOUN
cana-3108	90	18	commands	command	NOUN
cana-3108	90	19	.	.	PUNCT
cana-3108	91	1	the	the	DET
cana-3108	91	2	matrix	matrix	NOUN
cana-3108	91	3	demonstrated	demonstrate	VERB
cana-3108	91	4	a	a	DET
cana-3108	91	5	diagonal	diagonal	ADJ
cana-3108	91	6	dominance	dominance	NOUN
cana-3108	91	7	of	of	ADP
cana-3108	91	8	96.7	96.7	NUM
cana-3108	91	9	%	%	NOUN
cana-3108	91	10	,	,	PUNCT
cana-3108	91	11	indicating	indicate	VERB
cana-3108	91	12	high	high	ADJ
cana-3108	91	13	classification	classification	NOUN
cana-3108	91	14	reliability	reliability	NOUN
cana-3108	91	15	across	across	ADP
cana-3108	91	16	different	different	ADJ
cana-3108	91	17	intent	intent	NOUN
cana-3108	91	18	categories	category	NOUN
cana-3108	91	19	.	.	PUNCT
cana-3108	92	1	communications	communication	NOUN
cana-3108	92	2	on	on	ADP
cana-3108	92	3	applied	apply	VERB
cana-3108	92	4	nonlinear	nonlinear	ADJ
cana-3108	92	5	analysis	analysis	NOUN
cana-3108	92	6	issn	issn	NOUN
cana-3108	92	7	:	:	PUNCT
cana-3108	92	8	1074	1074	NUM
cana-3108	92	9	-	-	PUNCT
cana-3108	92	10	133x	133x	NUM
cana-3108	92	11	vol	vol	NOUN
cana-3108	92	12	32	32	NUM
cana-3108	92	13	no	no	NOUN
cana-3108	92	14	.	.	PUNCT
cana-3108	93	1	5s	5s	NUM
cana-3108	93	2	(	(	PUNCT
cana-3108	93	3	2025	2025	NUM
cana-3108	93	4	)	)	PUNCT
cana-3108	93	5	386	386	NUM
cana-3108	93	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	93	7	m	m	NOUN
cana-3108	93	8	figure	figure	NOUN
cana-3108	93	9	3	3	NUM
cana-3108	93	10	:	:	PUNCT
cana-3108	93	11	comprehensive	comprehensive	ADJ
cana-3108	93	12	performance	performance	NOUN
cana-3108	93	13	analysis	analysis	NOUN
cana-3108	93	14	of	of	ADP
cana-3108	93	15	adaptive	adaptive	ADJ
cana-3108	93	16	call	call	NOUN
cana-3108	93	17	blocking	block	VERB
cana-3108	93	18	model	model	NOUN
cana-3108	93	19	comparative	comparative	ADJ
cana-3108	93	20	performance	performance	NOUN
cana-3108	93	21	visualization	visualization	NOUN
cana-3108	93	22	our	our	PRON
cana-3108	93	23	visual	visual	ADJ
cana-3108	93	24	representations	representation	NOUN
cana-3108	93	25	,	,	PUNCT
cana-3108	93	26	including	include	VERB
cana-3108	93	27	the	the	DET
cana-3108	93	28	confusion	confusion	NOUN
cana-3108	93	29	matrix	matrix	NOUN
cana-3108	93	30	and	and	CCONJ
cana-3108	93	31	performance	performance	NOUN
cana-3108	93	32	graphs	graph	NOUN
cana-3108	93	33	,	,	PUNCT
cana-3108	93	34	offer	offer	VERB
cana-3108	93	35	unprecedented	unprecedented	ADJ
cana-3108	93	36	transparency	transparency	NOUN
cana-3108	93	37	into	into	ADP
cana-3108	93	38	the	the	DET
cana-3108	93	39	model	model	NOUN
cana-3108	93	40	's	's	PART
cana-3108	93	41	decision	decision	NOUN
cana-3108	93	42	-	-	PUNCT
cana-3108	93	43	making	make	VERB
cana-3108	93	44	processes	process	NOUN
cana-3108	93	45	.	.	PUNCT
cana-3108	94	1	these	these	DET
cana-3108	94	2	visualizations	visualization	NOUN
cana-3108	94	3	not	not	PART
cana-3108	94	4	only	only	ADV
cana-3108	94	5	validate	validate	VERB
cana-3108	94	6	our	our	PRON
cana-3108	94	7	methodological	methodological	ADJ
cana-3108	94	8	approach	approach	NOUN
cana-3108	94	9	but	but	CCONJ
cana-3108	94	10	also	also	ADV
cana-3108	94	11	provide	provide	VERB
cana-3108	94	12	researchers	researcher	NOUN
cana-3108	94	13	with	with	ADP
cana-3108	94	14	deep	deep	ADJ
cana-3108	94	15	insights	insight	NOUN
cana-3108	94	16	into	into	ADP
cana-3108	94	17	adaptive	adaptive	ADJ
cana-3108	94	18	machine	machine	NOUN
cana-3108	94	19	learning	learn	VERB
cana-3108	94	20	mechanisms	mechanism	NOUN
cana-3108	94	21	.	.	PUNCT
cana-3108	95	1	4	4	X
cana-3108	95	2	.	.	X
cana-3108	95	3	discussion	discussion	VERB
cana-3108	95	4	the	the	DET
cana-3108	95	5	development	development	NOUN
cana-3108	95	6	of	of	ADP
cana-3108	95	7	our	our	PRON
cana-3108	95	8	deep	deep	ADJ
cana-3108	95	9	learning	learning	NOUN
cana-3108	95	10	-	-	PUNCT
cana-3108	95	11	based	base	VERB
cana-3108	95	12	adaptive	adaptive	ADJ
cana-3108	95	13	call	call	NOUN
cana-3108	95	14	-	-	PUNCT
cana-3108	95	15	blocking	block	VERB
cana-3108	95	16	model	model	NOUN
cana-3108	95	17	represents	represent	VERB
cana-3108	95	18	a	a	DET
cana-3108	95	19	pivotal	pivotal	ADJ
cana-3108	95	20	advancement	advancement	NOUN
cana-3108	95	21	in	in	ADP
cana-3108	95	22	privacy	privacy	NOUN
cana-3108	95	23	protection	protection	NOUN
cana-3108	95	24	and	and	CCONJ
cana-3108	95	25	intelligent	intelligent	ADJ
cana-3108	95	26	communication	communication	NOUN
cana-3108	95	27	management	management	NOUN
cana-3108	95	28	.	.	PUNCT
cana-3108	96	1	our	our	PRON
cana-3108	96	2	research	research	NOUN
cana-3108	96	3	transcends	transcend	VERB
cana-3108	96	4	traditional	traditional	ADJ
cana-3108	96	5	call	call	NOUN
cana-3108	96	6	-	-	PUNCT
cana-3108	96	7	blocking	block	VERB
cana-3108	96	8	methodologies	methodology	NOUN
cana-3108	96	9	by	by	ADP
cana-3108	96	10	introducing	introduce	VERB
cana-3108	96	11	a	a	DET
cana-3108	96	12	dynamic	dynamic	ADJ
cana-3108	96	13	,	,	PUNCT
cana-3108	96	14	context	context	NOUN
cana-3108	96	15	-	-	PUNCT
cana-3108	96	16	aware	aware	ADJ
cana-3108	96	17	system	system	NOUN
cana-3108	96	18	that	that	PRON
cana-3108	96	19	fundamentally	fundamentally	ADV
cana-3108	96	20	reimagines	reimagine	VERB
cana-3108	96	21	how	how	SCONJ
cana-3108	96	22	we	we	PRON
cana-3108	96	23	interact	interact	VERB
cana-3108	96	24	with	with	ADP
cana-3108	96	25	and	and	CCONJ
cana-3108	96	26	filter	filter	NOUN
cana-3108	96	27	communication	communication	NOUN
cana-3108	96	28	technologies	technology	NOUN
cana-3108	96	29	.	.	PUNCT
cana-3108	97	1	significance	significance	NOUN
cana-3108	97	2	and	and	CCONJ
cana-3108	97	3	transformative	transformative	ADJ
cana-3108	97	4	impact	impact	NOUN
cana-3108	97	5	the	the	DET
cana-3108	97	6	proposed	propose	VERB
cana-3108	97	7	model	model	NOUN
cana-3108	97	8	demonstrates	demonstrate	VERB
cana-3108	97	9	unprecedented	unprecedented	ADJ
cana-3108	97	10	capabilities	capability	NOUN
cana-3108	97	11	in	in	ADP
cana-3108	97	12	privacy	privacy	NOUN
cana-3108	97	13	preservation	preservation	NOUN
cana-3108	97	14	and	and	CCONJ
cana-3108	97	15	intelligent	intelligent	ADJ
cana-3108	97	16	call	call	NOUN
cana-3108	97	17	management	management	NOUN
cana-3108	97	18	.	.	PUNCT
cana-3108	98	1	by	by	ADP
cana-3108	98	2	leveraging	leverage	VERB
cana-3108	98	3	advanced	advanced	ADJ
cana-3108	98	4	deep	deep	ADJ
cana-3108	98	5	learning	learning	NOUN
cana-3108	98	6	techniques	technique	NOUN
cana-3108	98	7	,	,	PUNCT
cana-3108	98	8	we	we	PRON
cana-3108	98	9	have	have	AUX
cana-3108	98	10	created	create	VERB
cana-3108	98	11	a	a	DET
cana-3108	98	12	system	system	NOUN
cana-3108	98	13	that	that	PRON
cana-3108	98	14	not	not	PART
cana-3108	98	15	only	only	ADV
cana-3108	98	16	blocks	block	VERB
cana-3108	98	17	unwanted	unwanted	ADJ
cana-3108	98	18	calls	call	NOUN
cana-3108	98	19	but	but	CCONJ
cana-3108	98	20	dynamically	dynamically	ADV
cana-3108	98	21	adapts	adapt	VERB
cana-3108	98	22	to	to	ADP
cana-3108	98	23	user	user	NOUN
cana-3108	98	24	preferences	preference	NOUN
cana-3108	98	25	with	with	ADP
cana-3108	98	26	remarkable	remarkable	ADJ
cana-3108	98	27	precision	precision	NOUN
cana-3108	98	28	.	.	PUNCT
cana-3108	99	1	the	the	DET
cana-3108	99	2	implications	implication	NOUN
cana-3108	99	3	extend	extend	VERB
cana-3108	99	4	far	far	ADV
cana-3108	99	5	beyond	beyond	ADP
cana-3108	99	6	individual	individual	ADJ
cana-3108	99	7	user	user	NOUN
cana-3108	99	8	experience	experience	NOUN
cana-3108	99	9	,	,	PUNCT
cana-3108	99	10	offering	offer	VERB
cana-3108	99	11	potential	potential	ADJ
cana-3108	99	12	revolutionary	revolutionary	ADJ
cana-3108	99	13	applications	application	NOUN
cana-3108	99	14	in	in	ADP
cana-3108	99	15	enterprise	enterprise	NOUN
cana-3108	99	16	communication	communication	NOUN
cana-3108	99	17	security	security	NOUN
cana-3108	99	18	,	,	PUNCT
cana-3108	99	19	telecommunications	telecommunications	NOUN
cana-3108	99	20	fraud	fraud	NOUN
cana-3108	99	21	prevention	prevention	NOUN
cana-3108	99	22	,	,	PUNCT
cana-3108	99	23	and	and	CCONJ
cana-3108	99	24	personal	personal	ADJ
cana-3108	99	25	privacy	privacy	NOUN
cana-3108	99	26	protection	protection	NOUN
cana-3108	99	27	.	.	PUNCT
cana-3108	100	1	our	our	PRON
cana-3108	100	2	hybrid	hybrid	ADJ
cana-3108	100	3	deep	deep	ADJ
cana-3108	100	4	learning	learning	NOUN
cana-3108	100	5	architecture	architecture	NOUN
cana-3108	100	6	represents	represent	VERB
cana-3108	100	7	a	a	DET
cana-3108	100	8	paradigm	paradigm	NOUN
cana-3108	100	9	shift	shift	NOUN
cana-3108	100	10	in	in	ADP
cana-3108	100	11	intent	intent	ADJ
cana-3108	100	12	classification	classification	NOUN
cana-3108	100	13	,	,	PUNCT
cana-3108	100	14	successfully	successfully	ADV
cana-3108	100	15	addressing	address	VERB
cana-3108	100	16	critical	critical	ADJ
cana-3108	100	17	limitations	limitation	NOUN
cana-3108	100	18	in	in	ADP
cana-3108	100	19	existing	exist	VERB
cana-3108	100	20	rule	rule	NOUN
cana-3108	100	21	-	-	PUNCT
cana-3108	100	22	based	base	VERB
cana-3108	100	23	and	and	CCONJ
cana-3108	100	24	traditional	traditional	ADJ
cana-3108	100	25	machine	machine	NOUN
cana-3108	100	26	learning	learning	NOUN
cana-3108	100	27	approaches	approach	NOUN
cana-3108	100	28	.	.	PUNCT
cana-3108	101	1	the	the	DET
cana-3108	101	2	communications	communication	NOUN
cana-3108	101	3	on	on	ADP
cana-3108	101	4	applied	apply	VERB
cana-3108	101	5	nonlinear	nonlinear	ADJ
cana-3108	101	6	analysis	analysis	NOUN
cana-3108	101	7	issn	issn	NOUN
cana-3108	101	8	:	:	PUNCT
cana-3108	101	9	1074	1074	NUM
cana-3108	101	10	-	-	PUNCT
cana-3108	101	11	133x	133x	NUM
cana-3108	101	12	vol	vol	NOUN
cana-3108	101	13	32	32	NUM
cana-3108	101	14	no	no	NOUN
cana-3108	101	15	.	.	PUNCT
cana-3108	102	1	5s	5s	NUM
cana-3108	102	2	(	(	PUNCT
cana-3108	102	3	2025	2025	NUM
cana-3108	102	4	)	)	PUNCT
cana-3108	102	5	387	387	NUM
cana-3108	102	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	102	7	m	m	PROPN
cana-3108	102	8	model	model	NOUN
cana-3108	102	9	's	's	PART
cana-3108	102	10	adaptive	adaptive	ADJ
cana-3108	102	11	learning	learning	NOUN
cana-3108	102	12	mechanism	mechanism	NOUN
cana-3108	102	13	enables	enable	VERB
cana-3108	102	14	near	near	ADP
cana-3108	102	15	-	-	PUNCT
cana-3108	102	16	real	real	ADJ
cana-3108	102	17	-	-	PUNCT
cana-3108	102	18	time	time	NOUN
cana-3108	102	19	adjustment	adjustment	NOUN
cana-3108	102	20	,	,	PUNCT
cana-3108	102	21	providing	provide	VERB
cana-3108	102	22	an	an	DET
cana-3108	102	23	unprecedented	unprecedented	ADJ
cana-3108	102	24	level	level	NOUN
cana-3108	102	25	of	of	ADP
cana-3108	102	26	contextual	contextual	ADJ
cana-3108	102	27	understanding	understanding	NOUN
cana-3108	102	28	in	in	ADP
cana-3108	102	29	voice	voice	NOUN
cana-3108	102	30	-	-	PUNCT
cana-3108	102	31	based	base	VERB
cana-3108	102	32	communication	communication	NOUN
cana-3108	102	33	filtering	filtering	NOUN
cana-3108	102	34	.	.	PUNCT
cana-3108	103	1	comparative	comparative	ADJ
cana-3108	103	2	technological	technological	ADJ
cana-3108	103	3	insights	insight	NOUN
cana-3108	103	4	comparative	comparative	ADJ
cana-3108	103	5	analysis	analysis	NOUN
cana-3108	103	6	reveals	reveal	VERB
cana-3108	103	7	our	our	PRON
cana-3108	103	8	model	model	NOUN
cana-3108	103	9	's	's	PART
cana-3108	103	10	significant	significant	ADJ
cana-3108	103	11	superiority	superiority	NOUN
cana-3108	103	12	over	over	ADP
cana-3108	103	13	existing	exist	VERB
cana-3108	103	14	methodologies	methodology	NOUN
cana-3108	103	15	.	.	PUNCT
cana-3108	104	1	unlike	unlike	ADP
cana-3108	104	2	conventional	conventional	ADJ
cana-3108	104	3	systems	system	NOUN
cana-3108	104	4	relying	rely	VERB
cana-3108	104	5	on	on	ADP
cana-3108	104	6	static	static	ADJ
cana-3108	104	7	rule	rule	NOUN
cana-3108	104	8	sets	set	NOUN
cana-3108	104	9	,	,	PUNCT
cana-3108	104	10	our	our	PRON
cana-3108	104	11	approach	approach	NOUN
cana-3108	104	12	integrates	integrate	VERB
cana-3108	104	13	sophisticated	sophisticated	ADJ
cana-3108	104	14	machine	machine	NOUN
cana-3108	104	15	learning	learn	VERB
cana-3108	104	16	techniques	technique	NOUN
cana-3108	104	17	that	that	PRON
cana-3108	104	18	continuously	continuously	ADV
cana-3108	104	19	evolve	evolve	VERB
cana-3108	104	20	.	.	PUNCT
cana-3108	105	1	the	the	DET
cana-3108	105	2	97.6	97.6	NUM
cana-3108	105	3	%	%	NOUN
cana-3108	105	4	blocking	blocking	NOUN
cana-3108	105	5	accuracy	accuracy	NOUN
cana-3108	105	6	represents	represent	VERB
cana-3108	105	7	a	a	DET
cana-3108	105	8	substantial	substantial	ADJ
cana-3108	105	9	improvement	improvement	NOUN
cana-3108	105	10	,	,	PUNCT
cana-3108	105	11	approximately	approximately	ADV
cana-3108	105	12	25	25	NUM
cana-3108	105	13	%	%	NOUN
cana-3108	105	14	higher	high	ADJ
cana-3108	105	15	than	than	ADP
cana-3108	105	16	contemporary	contemporary	ADJ
cana-3108	105	17	state	state	NOUN
cana-3108	105	18	-	-	PUNCT
cana-3108	105	19	of	of	ADP
cana-3108	105	20	-	-	PUNCT
cana-3108	105	21	the	the	DET
cana-3108	105	22	-	-	PUNCT
cana-3108	105	23	art	art	NOUN
cana-3108	105	24	solutions	solution	NOUN
cana-3108	105	25	.	.	PUNCT
cana-3108	106	1	the	the	DET
cana-3108	106	2	unique	unique	ADJ
cana-3108	106	3	hybridization	hybridization	NOUN
cana-3108	106	4	of	of	ADP
cana-3108	106	5	cnn	cnn	PROPN
cana-3108	106	6	and	and	CCONJ
cana-3108	106	7	transformer	transformer	NOUN
cana-3108	106	8	-	-	PUNCT
cana-3108	106	9	based	base	VERB
cana-3108	106	10	architectures	architecture	NOUN
cana-3108	106	11	enables	enable	VERB
cana-3108	106	12	nuanced	nuanced	ADJ
cana-3108	106	13	intent	intent	ADJ
cana-3108	106	14	detection	detection	NOUN
cana-3108	106	15	previously	previously	ADV
cana-3108	106	16	unachievable	unachievable	ADJ
cana-3108	106	17	through	through	ADP
cana-3108	106	18	traditional	traditional	ADJ
cana-3108	106	19	classification	classification	NOUN
cana-3108	106	20	techniques	technique	NOUN
cana-3108	106	21	.	.	PUNCT
cana-3108	107	1	research	research	NOUN
cana-3108	107	2	limitations	limitation	NOUN
cana-3108	107	3	and	and	CCONJ
cana-3108	107	4	considerations	consideration	NOUN
cana-3108	107	5	despite	despite	SCONJ
cana-3108	107	6	our	our	PRON
cana-3108	107	7	groundbreaking	groundbreake	VERB
cana-3108	107	8	results	result	NOUN
cana-3108	107	9	,	,	PUNCT
cana-3108	107	10	several	several	ADJ
cana-3108	107	11	critical	critical	ADJ
cana-3108	107	12	limitations	limitation	NOUN
cana-3108	107	13	warrant	warrant	VERB
cana-3108	107	14	acknowledgment	acknowledgment	NOUN
cana-3108	107	15	.	.	PUNCT
cana-3108	108	1	the	the	DET
cana-3108	108	2	current	current	ADJ
cana-3108	108	3	implementation	implementation	NOUN
cana-3108	108	4	demonstrates	demonstrate	VERB
cana-3108	108	5	potential	potential	ADJ
cana-3108	108	6	dataset	dataset	NOUN
cana-3108	108	7	bias	bias	NOUN
cana-3108	108	8	,	,	PUNCT
cana-3108	108	9	particularly	particularly	ADV
cana-3108	108	10	in	in	ADP
cana-3108	108	11	handling	handle	VERB
cana-3108	108	12	diverse	diverse	ADJ
cana-3108	108	13	linguistic	linguistic	ADJ
cana-3108	108	14	and	and	CCONJ
cana-3108	108	15	acoustic	acoustic	ADJ
cana-3108	108	16	variations	variation	NOUN
cana-3108	108	17	.	.	PUNCT
cana-3108	109	1	real	real	ADJ
cana-3108	109	2	-	-	PUNCT
cana-3108	109	3	time	time	NOUN
cana-3108	109	4	processing	processing	NOUN
cana-3108	109	5	latency	latency	NOUN
cana-3108	109	6	,	,	PUNCT
cana-3108	109	7	while	while	SCONJ
cana-3108	109	8	significantly	significantly	ADV
cana-3108	109	9	improved	improve	VERB
cana-3108	109	10	,	,	PUNCT
cana-3108	109	11	still	still	ADV
cana-3108	109	12	presents	present	VERB
cana-3108	109	13	challenges	challenge	NOUN
cana-3108	109	14	in	in	ADP
cana-3108	109	15	ultra	ultra	ADJ
cana-3108	109	16	-	-	ADJ
cana-3108	109	17	low	low	ADJ
cana-3108	109	18	-	-	PUNCT
cana-3108	109	19	latency	latency	NOUN
cana-3108	109	20	communication	communication	NOUN
cana-3108	109	21	environments	environment	NOUN
cana-3108	109	22	.	.	PUNCT
cana-3108	110	1	hardware	hardware	NOUN
cana-3108	110	2	computational	computational	ADJ
cana-3108	110	3	requirements	requirement	NOUN
cana-3108	110	4	,	,	PUNCT
cana-3108	110	5	though	though	SCONJ
cana-3108	110	6	optimized	optimize	VERB
cana-3108	110	7	,	,	PUNCT
cana-3108	110	8	represent	represent	VERB
cana-3108	110	9	potential	potential	ADJ
cana-3108	110	10	deployment	deployment	NOUN
cana-3108	110	11	constraints	constraint	NOUN
cana-3108	110	12	for	for	ADP
cana-3108	110	13	resource	resource	NOUN
cana-3108	110	14	-	-	PUNCT
cana-3108	110	15	limited	limit	VERB
cana-3108	110	16	systems	system	NOUN
cana-3108	110	17	.	.	PUNCT
cana-3108	111	1	future	future	ADJ
cana-3108	111	2	research	research	NOUN
cana-3108	111	3	trajectories	trajectory	NOUN
cana-3108	111	4	exciting	exciting	ADJ
cana-3108	111	5	future	future	ADJ
cana-3108	111	6	research	research	NOUN
cana-3108	111	7	directions	direction	NOUN
cana-3108	111	8	emerge	emerge	VERB
cana-3108	111	9	from	from	ADP
cana-3108	111	10	our	our	PRON
cana-3108	111	11	foundational	foundational	ADJ
cana-3108	111	12	work	work	NOUN
cana-3108	111	13	.	.	PUNCT
cana-3108	112	1	we	we	PRON
cana-3108	112	2	propose	propose	VERB
cana-3108	112	3	exploring	explore	VERB
cana-3108	112	4	:	:	PUNCT
cana-3108	112	5	•	•	NUM
cana-3108	112	6	multilingual	multilingual	ADJ
cana-3108	112	7	intent	intent	NOUN
cana-3108	112	8	classification	classification	NOUN
cana-3108	112	9	capabilities	capability	NOUN
cana-3108	112	10	•	•	ADP
cana-3108	112	11	edge	edge	NOUN
cana-3108	112	12	computing	computing	NOUN
cana-3108	112	13	and	and	CCONJ
cana-3108	112	14	iot	iot	ADJ
cana-3108	112	15	device	device	NOUN
cana-3108	112	16	integration	integration	NOUN
cana-3108	112	17	•	•	NOUN
cana-3108	112	18	serverless	serverless	NOUN
cana-3108	112	19	,	,	PUNCT
cana-3108	112	20	cloud	cloud	NOUN
cana-3108	112	21	-	-	PUNCT
cana-3108	112	22	native	native	ADJ
cana-3108	112	23	deployment	deployment	NOUN
cana-3108	112	24	architectures	architecture	NOUN
cana-3108	112	25	•	•	ADP
cana-3108	112	26	federated	federate	VERB
cana-3108	112	27	learning	learning	NOUN
cana-3108	112	28	approaches	approach	NOUN
cana-3108	112	29	for	for	ADP
cana-3108	112	30	enhanced	enhanced	ADJ
cana-3108	112	31	privacy	privacy	NOUN
cana-3108	112	32	preservation	preservation	NOUN
cana-3108	112	33	•	•	ADP
cana-3108	112	34	extended	extend	VERB
cana-3108	112	35	contextual	contextual	ADJ
cana-3108	112	36	understanding	understanding	NOUN
cana-3108	112	37	through	through	ADP
cana-3108	112	38	multi	multi	ADJ
cana-3108	112	39	-	-	ADJ
cana-3108	112	40	modal	modal	ADJ
cana-3108	112	41	feature	feature	NOUN
cana-3108	112	42	integration	integration	NOUN
cana-3108	112	43	figure	figure	NOUN
cana-3108	112	44	4	4	NUM
cana-3108	112	45	:	:	PUNCT
cana-3108	112	46	research	research	NOUN
cana-3108	112	47	impact	impact	NOUN
cana-3108	112	48	and	and	CCONJ
cana-3108	112	49	future	future	ADJ
cana-3108	112	50	potential	potential	ADJ
cana-3108	112	51	communications	communication	NOUN
cana-3108	112	52	on	on	ADP
cana-3108	112	53	applied	apply	VERB
cana-3108	112	54	nonlinear	nonlinear	ADJ
cana-3108	112	55	analysis	analysis	NOUN
cana-3108	112	56	issn	issn	NOUN
cana-3108	112	57	:	:	PUNCT
cana-3108	112	58	1074	1074	NUM
cana-3108	112	59	-	-	PUNCT
cana-3108	112	60	133x	133x	NUM
cana-3108	112	61	vol	vol	NOUN
cana-3108	112	62	32	32	NUM
cana-3108	112	63	no	no	NOUN
cana-3108	112	64	.	.	PUNCT
cana-3108	113	1	5s	5s	NUM
cana-3108	113	2	(	(	PUNCT
cana-3108	113	3	2025	2025	NUM
cana-3108	113	4	)	)	PUNCT
cana-3108	113	5	388	388	NUM
cana-3108	113	6	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	113	7	m	m	PRON
cana-3108	113	8	the	the	DET
cana-3108	113	9	research	research	NOUN
cana-3108	113	10	opens	open	VERB
cana-3108	113	11	unprecedented	unprecedented	ADJ
cana-3108	113	12	avenues	avenue	NOUN
cana-3108	113	13	for	for	ADP
cana-3108	113	14	intelligent	intelligent	ADJ
cana-3108	113	15	,	,	PUNCT
cana-3108	113	16	adaptive	adaptive	ADJ
cana-3108	113	17	communication	communication	NOUN
cana-3108	113	18	filtering	filtering	NOUN
cana-3108	113	19	,	,	PUNCT
cana-3108	113	20	positioning	position	VERB
cana-3108	113	21	itself	itself	PRON
cana-3108	113	22	at	at	ADP
cana-3108	113	23	the	the	DET
cana-3108	113	24	intersection	intersection	NOUN
cana-3108	113	25	of	of	ADP
cana-3108	113	26	privacy	privacy	NOUN
cana-3108	113	27	technology	technology	NOUN
cana-3108	113	28	,	,	PUNCT
cana-3108	113	29	machine	machine	NOUN
cana-3108	113	30	learning	learning	NOUN
cana-3108	113	31	,	,	PUNCT
cana-3108	113	32	and	and	CCONJ
cana-3108	113	33	human	human	ADJ
cana-3108	113	34	-	-	PUNCT
cana-3108	113	35	computer	computer	NOUN
cana-3108	113	36	interaction	interaction	NOUN
cana-3108	113	37	.	.	PUNCT
cana-3108	114	1	5	5	X
cana-3108	114	2	.	.	X
cana-3108	114	3	conclusion	conclusion	NOUN
cana-3108	114	4	our	our	PRON
cana-3108	114	5	research	research	NOUN
cana-3108	114	6	represents	represent	VERB
cana-3108	114	7	a	a	DET
cana-3108	114	8	transformative	transformative	ADJ
cana-3108	114	9	advancement	advancement	NOUN
cana-3108	114	10	in	in	ADP
cana-3108	114	11	intelligent	intelligent	ADJ
cana-3108	114	12	communication	communication	NOUN
cana-3108	114	13	filtering	filtering	NOUN
cana-3108	114	14	,	,	PUNCT
cana-3108	114	15	introducing	introduce	VERB
cana-3108	114	16	a	a	DET
cana-3108	114	17	groundbreaking	groundbreaking	ADJ
cana-3108	114	18	deep	deep	ADJ
cana-3108	114	19	learning	learning	NOUN
cana-3108	114	20	-	-	PUNCT
cana-3108	114	21	based	base	VERB
cana-3108	114	22	adaptive	adaptive	ADJ
cana-3108	114	23	model	model	NOUN
cana-3108	114	24	for	for	ADP
cana-3108	114	25	call	call	NOUN
cana-3108	114	26	blocking	blocking	NOUN
cana-3108	114	27	that	that	PRON
cana-3108	114	28	transcends	transcend	VERB
cana-3108	114	29	traditional	traditional	ADJ
cana-3108	114	30	technological	technological	ADJ
cana-3108	114	31	boundaries	boundary	NOUN
cana-3108	114	32	.	.	PUNCT
cana-3108	115	1	by	by	ADP
cana-3108	115	2	integrating	integrate	VERB
cana-3108	115	3	sophisticated	sophisticated	ADJ
cana-3108	115	4	voice	voice	NOUN
cana-3108	115	5	command	command	NOUN
cana-3108	115	6	analysis	analysis	NOUN
cana-3108	115	7	with	with	ADP
cana-3108	115	8	adaptive	adaptive	ADJ
cana-3108	115	9	machine	machine	NOUN
cana-3108	115	10	learning	learn	VERB
cana-3108	115	11	techniques	technique	NOUN
cana-3108	115	12	,	,	PUNCT
cana-3108	115	13	we	we	PRON
cana-3108	115	14	have	have	AUX
cana-3108	115	15	developed	develop	VERB
cana-3108	115	16	a	a	DET
cana-3108	115	17	system	system	NOUN
cana-3108	115	18	that	that	PRON
cana-3108	115	19	achieves	achieve	VERB
cana-3108	115	20	an	an	DET
cana-3108	115	21	unprecedented	unprecedented	ADJ
cana-3108	115	22	97.6	97.6	NUM
cana-3108	115	23	%	%	NOUN
cana-3108	115	24	blocking	blocking	NOUN
cana-3108	115	25	accuracy	accuracy	NOUN
cana-3108	115	26	,	,	PUNCT
cana-3108	115	27	setting	set	VERB
cana-3108	115	28	a	a	DET
cana-3108	115	29	new	new	ADJ
cana-3108	115	30	benchmark	benchmark	NOUN
cana-3108	115	31	in	in	ADP
cana-3108	115	32	privacy	privacy	NOUN
cana-3108	115	33	-	-	PUNCT
cana-3108	115	34	preserving	preserve	VERB
cana-3108	115	35	communication	communication	NOUN
cana-3108	115	36	technologies	technology	NOUN
cana-3108	115	37	.	.	PUNCT
cana-3108	116	1	the	the	DET
cana-3108	116	2	core	core	PROPN
cana-3108	116	3	technical	technical	ADJ
cana-3108	116	4	contributions	contribution	NOUN
cana-3108	116	5	encompass	encompass	VERB
cana-3108	116	6	a	a	DET
cana-3108	116	7	novel	novel	ADJ
cana-3108	116	8	hybrid	hybrid	ADJ
cana-3108	116	9	deep	deep	ADJ
cana-3108	116	10	learning	learning	NOUN
cana-3108	116	11	architecture	architecture	NOUN
cana-3108	116	12	that	that	PRON
cana-3108	116	13	seamlessly	seamlessly	ADV
cana-3108	116	14	combines	combine	VERB
cana-3108	116	15	convolutional	convolutional	ADJ
cana-3108	116	16	neural	neural	ADJ
cana-3108	116	17	networks	network	NOUN
cana-3108	116	18	with	with	ADP
cana-3108	116	19	transformer	transformer	NOUN
cana-3108	116	20	-	-	PUNCT
cana-3108	116	21	based	base	VERB
cana-3108	116	22	intent	intent	NOUN
cana-3108	116	23	classification	classification	NOUN
cana-3108	116	24	,	,	PUNCT
cana-3108	116	25	enabling	enable	VERB
cana-3108	116	26	dynamic	dynamic	ADJ
cana-3108	116	27	,	,	PUNCT
cana-3108	116	28	context	context	NOUN
cana-3108	116	29	-	-	PUNCT
cana-3108	116	30	aware	aware	ADJ
cana-3108	116	31	call	call	NOUN
cana-3108	116	32	management	management	NOUN
cana-3108	116	33	.	.	PUNCT
cana-3108	117	1	our	our	PRON
cana-3108	117	2	model	model	NOUN
cana-3108	117	3	's	's	PART
cana-3108	117	4	adaptive	adaptive	ADJ
cana-3108	117	5	learning	learning	NOUN
cana-3108	117	6	mechanism	mechanism	NOUN
cana-3108	117	7	demonstrates	demonstrate	VERB
cana-3108	117	8	remarkable	remarkable	ADJ
cana-3108	117	9	capabilities	capability	NOUN
cana-3108	117	10	in	in	ADP
cana-3108	117	11	real	real	ADJ
cana-3108	117	12	-	-	PUNCT
cana-3108	117	13	time	time	NOUN
cana-3108	117	14	intent	intent	NOUN
cana-3108	117	15	recognition	recognition	NOUN
cana-3108	117	16	,	,	PUNCT
cana-3108	117	17	reducing	reduce	VERB
cana-3108	117	18	false	false	ADJ
cana-3108	117	19	positive	positive	ADJ
cana-3108	117	20	rates	rate	NOUN
cana-3108	117	21	by	by	ADP
cana-3108	117	22	approximately	approximately	ADV
cana-3108	117	23	35	35	NUM
cana-3108	117	24	%	%	NOUN
cana-3108	117	25	compared	compare	VERB
cana-3108	117	26	to	to	ADP
cana-3108	117	27	existing	exist	VERB
cana-3108	117	28	methodologies	methodology	NOUN
cana-3108	117	29	.	.	PUNCT
cana-3108	118	1	beyond	beyond	ADP
cana-3108	118	2	technical	technical	ADJ
cana-3108	118	3	innovation	innovation	NOUN
cana-3108	118	4	,	,	PUNCT
cana-3108	118	5	this	this	DET
cana-3108	118	6	research	research	NOUN
cana-3108	118	7	provides	provide	VERB
cana-3108	118	8	critical	critical	ADJ
cana-3108	118	9	insights	insight	NOUN
cana-3108	118	10	into	into	ADP
cana-3108	118	11	the	the	DET
cana-3108	118	12	future	future	NOUN
cana-3108	118	13	of	of	ADP
cana-3108	118	14	intelligent	intelligent	ADJ
cana-3108	118	15	communication	communication	NOUN
cana-3108	118	16	systems	system	NOUN
cana-3108	118	17	,	,	PUNCT
cana-3108	118	18	highlighting	highlight	VERB
cana-3108	118	19	the	the	DET
cana-3108	118	20	potential	potential	NOUN
cana-3108	118	21	for	for	ADP
cana-3108	118	22	ai	ai	ADV
cana-3108	118	23	-	-	PUNCT
cana-3108	118	24	driven	drive	VERB
cana-3108	118	25	privacy	privacy	NOUN
cana-3108	118	26	protection	protection	NOUN
cana-3108	118	27	.	.	PUNCT
cana-3108	119	1	the	the	DET
cana-3108	119	2	developed	develop	VERB
cana-3108	119	3	framework	framework	NOUN
cana-3108	119	4	not	not	PART
cana-3108	119	5	only	only	ADV
cana-3108	119	6	addresses	address	NOUN
cana-3108	119	7	immediate	immediate	ADJ
cana-3108	119	8	challenges	challenge	NOUN
cana-3108	119	9	in	in	ADP
cana-3108	119	10	spam	spam	NOUN
cana-3108	119	11	call	call	NOUN
cana-3108	119	12	management	management	NOUN
cana-3108	119	13	but	but	CCONJ
cana-3108	119	14	also	also	ADV
cana-3108	119	15	establishes	establish	VERB
cana-3108	119	16	a	a	DET
cana-3108	119	17	foundational	foundational	ADJ
cana-3108	119	18	approach	approach	NOUN
cana-3108	119	19	for	for	ADP
cana-3108	119	20	next	next	ADJ
cana-3108	119	21	-	-	PUNCT
cana-3108	119	22	generation	generation	NOUN
cana-3108	119	23	adaptive	adaptive	ADJ
cana-3108	119	24	communication	communication	NOUN
cana-3108	119	25	filtering	filtering	NOUN
cana-3108	119	26	technologies	technology	NOUN
cana-3108	119	27	.	.	PUNCT
cana-3108	120	1	references	reference	NOUN
cana-3108	120	2	[	[	X
cana-3108	120	3	1	1	NUM
cana-3108	120	4	]	]	PUNCT
cana-3108	120	5	a.	a.	NOUN
cana-3108	120	6	graves	grave	NOUN
cana-3108	120	7	,	,	PUNCT
cana-3108	120	8	a.	a.	NOUN
cana-3108	121	1	-r	-r	PROPN
cana-3108	121	2	.	.	PROPN
cana-3108	121	3	mohamed	mohamed	PROPN
cana-3108	121	4	and	and	CCONJ
cana-3108	121	5	g.	g.	PROPN
cana-3108	121	6	hinton	hinton	PROPN
cana-3108	121	7	,	,	PUNCT
cana-3108	121	8	"	"	PUNCT
cana-3108	121	9	speech	speech	NOUN
cana-3108	121	10	recognition	recognition	NOUN
cana-3108	121	11	with	with	ADP
cana-3108	121	12	deep	deep	ADJ
cana-3108	121	13	recurrent	recurrent	ADJ
cana-3108	121	14	neural	neural	ADJ
cana-3108	121	15	networks	network	NOUN
cana-3108	121	16	,	,	PUNCT
cana-3108	121	17	"	"	PUNCT
cana-3108	121	18	2013	2013	NUM
cana-3108	121	19	ieee	ieee	NOUN
cana-3108	121	20	international	international	ADJ
cana-3108	121	21	conference	conference	NOUN
cana-3108	121	22	on	on	ADP
cana-3108	121	23	acoustics	acoustic	NOUN
cana-3108	121	24	,	,	PUNCT
cana-3108	121	25	speech	speech	NOUN
cana-3108	121	26	and	and	CCONJ
cana-3108	121	27	signal	signal	NOUN
cana-3108	121	28	processing	processing	NOUN
cana-3108	121	29	,	,	PUNCT
cana-3108	121	30	vancouver	vancouver	PROPN
cana-3108	121	31	,	,	PUNCT
cana-3108	121	32	bc	bc	PROPN
cana-3108	121	33	,	,	PUNCT
cana-3108	121	34	canada	canada	PROPN
cana-3108	121	35	,	,	PUNCT
cana-3108	121	36	2013	2013	NUM
cana-3108	121	37	,	,	PUNCT
cana-3108	121	38	pp	pp	ADJ
cana-3108	121	39	.	.	PUNCT
cana-3108	122	1	6645	6645	NUM
cana-3108	122	2	-	-	SYM
cana-3108	122	3	6649	6649	NUM
cana-3108	122	4	,	,	PUNCT
cana-3108	122	5	doi:10.1109	doi:10.1109	VERB
cana-3108	122	6	/	/	SYM
cana-3108	122	7	icassp.2013.6638947	icassp.2013.6638947	PROPN
cana-3108	122	8	.	.	PUNCT
cana-3108	123	1	[	[	X
cana-3108	123	2	2	2	NUM
cana-3108	123	3	]	]	X
cana-3108	123	4	subakan	subakan	PROPN
cana-3108	123	5	,	,	PUNCT
cana-3108	123	6	c.	c.	PROPN
cana-3108	123	7	,	,	PUNCT
cana-3108	123	8	ravanelli	ravanelli	NOUN
cana-3108	123	9	,	,	PUNCT
cana-3108	123	10	m.	m.	NOUN
cana-3108	123	11	,	,	PUNCT
cana-3108	123	12	cornell	cornell	PROPN
cana-3108	123	13	,	,	PUNCT
cana-3108	123	14	s.	s.	PROPN
cana-3108	123	15	,	,	PUNCT
cana-3108	123	16	bronzi	bronzi	NOUN
cana-3108	123	17	,	,	PUNCT
cana-3108	123	18	m.	m.	NOUN
cana-3108	123	19	,	,	PUNCT
cana-3108	123	20	&	&	CCONJ
cana-3108	123	21	zhong	zhong	PROPN
cana-3108	123	22	,	,	PUNCT
cana-3108	123	23	j.	j.	PROPN
cana-3108	123	24	(	(	PUNCT
cana-3108	123	25	2021	2021	NUM
cana-3108	123	26	)	)	PUNCT
cana-3108	123	27	.	.	PUNCT
cana-3108	124	1	attention	attention	NOUN
cana-3108	124	2	is	be	AUX
cana-3108	124	3	all	all	PRON
cana-3108	124	4	you	you	PRON
cana-3108	124	5	need	need	VERB
cana-3108	124	6	in	in	ADP
cana-3108	124	7	speech	speech	NOUN
cana-3108	124	8	separation	separation	NOUN
cana-3108	124	9	.	.	PUNCT
cana-3108	125	1	icassp	icassp	VERB
cana-3108	125	2	2022	2022	NUM
cana-3108	125	3	2022	2022	NUM
cana-3108	125	4	ieee	ieee	PROPN
cana-3108	125	5	international	international	ADJ
cana-3108	125	6	conference	conference	NOUN
cana-3108	125	7	on	on	ADP
cana-3108	125	8	acoustics	acoustic	NOUN
cana-3108	125	9	,	,	PUNCT
cana-3108	125	10	speech	speech	NOUN
cana-3108	125	11	and	and	CCONJ
cana-3108	125	12	signal	signal	NOUN
cana-3108	125	13	processing	processing	NOUN
cana-3108	125	14	(	(	PUNCT
cana-3108	125	15	icassp	icassp	PROPN
cana-3108	125	16	)	)	PUNCT
cana-3108	125	17	.	.	PUNCT
cana-3108	126	1	https://doi.org/10.1109/icassp39728.2021.9413901	https://doi.org/10.1109/icassp39728.2021.9413901	PROPN
cana-3108	127	1	[	[	X
cana-3108	127	2	3	3	NUM
cana-3108	127	3	]	]	X
cana-3108	127	4	al	al	PROPN
cana-3108	127	5	-	-	PUNCT
cana-3108	127	6	hawari	hawari	PROPN
cana-3108	127	7	,	,	PUNCT
cana-3108	127	8	f.	f.	PROPN
cana-3108	127	9	,	,	PUNCT
cana-3108	127	10	&	&	CCONJ
cana-3108	127	11	barham	barham	PROPN
cana-3108	127	12	,	,	PUNCT
cana-3108	127	13	h.	h.	PROPN
cana-3108	127	14	(	(	PUNCT
cana-3108	127	15	2021	2021	NUM
cana-3108	127	16	)	)	PUNCT
cana-3108	127	17	.	.	PUNCT
cana-3108	128	1	a	a	DET
cana-3108	128	2	machine	machine	NOUN
cana-3108	128	3	learning	learning	NOUN
cana-3108	128	4	based	base	VERB
cana-3108	128	5	help	help	NOUN
cana-3108	128	6	desk	desk	NOUN
cana-3108	128	7	system	system	NOUN
cana-3108	128	8	for	for	ADP
cana-3108	128	9	it	it	PRON
cana-3108	128	10	service	service	NOUN
cana-3108	128	11	management	management	NOUN
cana-3108	128	12	.	.	PUNCT
cana-3108	129	1	journal	journal	PROPN
cana-3108	129	2	of	of	ADP
cana-3108	129	3	king	king	PROPN
cana-3108	129	4	saud	saud	PROPN
cana-3108	129	5	university	university	PROPN
cana-3108	129	6	-	-	PUNCT
cana-3108	129	7	computer	computer	NOUN
cana-3108	129	8	and	and	CCONJ
cana-3108	129	9	information	information	NOUN
cana-3108	129	10	sciences	science	NOUN
cana-3108	129	11	,	,	PUNCT
cana-3108	129	12	33(6	33(6	NUM
cana-3108	129	13	)	)	PUNCT
cana-3108	129	14	,	,	PUNCT
cana-3108	129	15	702	702	NUM
cana-3108	129	16	-	-	SYM
cana-3108	129	17	718	718	NUM
cana-3108	129	18	.	.	PUNCT
cana-3108	130	1	[	[	X
cana-3108	130	2	4	4	NUM
cana-3108	130	3	]	]	PUNCT
cana-3108	130	4	zicari	zicari	X
cana-3108	130	5	,	,	PUNCT
cana-3108	130	6	p.	p.	PROPN
cana-3108	130	7	,	,	PUNCT
cana-3108	130	8	folino	folino	PROPN
cana-3108	130	9	,	,	PUNCT
cana-3108	130	10	g.	g.	PROPN
cana-3108	130	11	,	,	PUNCT
cana-3108	130	12	guarascio	guarascio	PROPN
cana-3108	130	13	,	,	PUNCT
cana-3108	130	14	m.	m.	NOUN
cana-3108	130	15	,	,	PUNCT
cana-3108	130	16	&	&	CCONJ
cana-3108	130	17	pontieri	pontieri	PROPN
cana-3108	130	18	,	,	PUNCT
cana-3108	130	19	l.	l.	PROPN
cana-3108	130	20	(	(	PUNCT
cana-3108	130	21	2021	2021	NUM
cana-3108	130	22	,	,	PUNCT
cana-3108	130	23	march	march	PROPN
cana-3108	130	24	)	)	PUNCT
cana-3108	130	25	.	.	PUNCT
cana-3108	131	1	discovering	discover	VERB
cana-3108	131	2	accurate	accurate	ADJ
cana-3108	131	3	deep	deep	ADJ
cana-3108	131	4	learning	learning	NOUN
cana-3108	131	5	based	base	VERB
cana-3108	131	6	predictive	predictive	ADJ
cana-3108	131	7	models	model	NOUN
cana-3108	131	8	for	for	ADP
cana-3108	131	9	automatic	automatic	ADJ
cana-3108	131	10	customer	customer	NOUN
cana-3108	131	11	support	support	NOUN
cana-3108	131	12	ticket	ticket	NOUN
cana-3108	131	13	classification	classification	NOUN
cana-3108	131	14	.	.	PUNCT
cana-3108	132	1	in	in	ADP
cana-3108	132	2	proceedings	proceeding	NOUN
cana-3108	132	3	of	of	ADP
cana-3108	132	4	the	the	DET
cana-3108	132	5	36th	36th	ADJ
cana-3108	132	6	annual	annual	ADJ
cana-3108	132	7	acm	acm	NOUN
cana-3108	132	8	symposium	symposium	NOUN
cana-3108	132	9	on	on	ADP
cana-3108	132	10	applied	apply	VERB
cana-3108	132	11	computing	computing	NOUN
cana-3108	132	12	(	(	PUNCT
cana-3108	132	13	pp	pp	ADJ
cana-3108	132	14	.	.	PUNCT
cana-3108	133	1	1098	1098	NUM
cana-3108	133	2	-	-	SYM
cana-3108	133	3	1101	1101	NUM
cana-3108	133	4	)	)	PUNCT
cana-3108	133	5	.	.	PUNCT
cana-3108	134	1	[	[	X
cana-3108	134	2	5	5	NUM
cana-3108	134	3	]	]	X
cana-3108	134	4	paramesh	paramesh	NOUN
cana-3108	134	5	,	,	PUNCT
cana-3108	134	6	s.	s.	PROPN
cana-3108	134	7	p.	p.	PROPN
cana-3108	134	8	,	,	PUNCT
cana-3108	134	9	&	&	CCONJ
cana-3108	134	10	shreedhara	shreedhara	PROPN
cana-3108	134	11	,	,	PUNCT
cana-3108	135	1	k.	k.	PROPN
cana-3108	135	2	s.	s.	PROPN
cana-3108	135	3	leveraging	leverage	VERB
cana-3108	135	4	the	the	DET
cana-3108	135	5	text	text	NOUN
cana-3108	135	6	mining	mining	NOUN
cana-3108	135	7	to	to	PART
cana-3108	135	8	automate	automate	VERB
cana-3108	135	9	the	the	DET
cana-3108	135	10	customer	customer	NOUN
cana-3108	135	11	helpdesk	helpdesk	NOUN
cana-3108	135	12	systems	system	NOUN
cana-3108	135	13	.	.	PUNCT
cana-3108	136	1	international	international	ADJ
cana-3108	136	2	journal	journal	PROPN
cana-3108	136	3	of	of	ADP
cana-3108	136	4	computer	computer	NOUN
cana-3108	136	5	applications	application	NOUN
cana-3108	136	6	,	,	PUNCT
cana-3108	136	7	975	975	NUM
cana-3108	136	8	,	,	PUNCT
cana-3108	136	9	8887	8887	NUM
cana-3108	136	10	.	.	PUNCT
cana-3108	137	1	[	[	X
cana-3108	137	2	6	6	NUM
cana-3108	137	3	]	]	X
cana-3108	137	4	saadati	saadati	PROPN
cana-3108	137	5	,	,	PUNCT
cana-3108	137	6	h.	h.	PROPN
cana-3108	137	7	,	,	PUNCT
cana-3108	137	8	&	&	CCONJ
cana-3108	137	9	hakimi	hakimi	PROPN
cana-3108	137	10	,	,	PUNCT
cana-3108	137	11	a.	a.	NOUN
cana-3108	137	12	(	(	PUNCT
cana-3108	137	13	2024	2024	NUM
cana-3108	137	14	)	)	PUNCT
cana-3108	137	15	.	.	PUNCT
cana-3108	138	1	optimizing	optimize	VERB
cana-3108	138	2	the	the	DET
cana-3108	138	3	ticket	ticket	NOUN
cana-3108	138	4	response	response	NOUN
cana-3108	138	5	process	process	NOUN
cana-3108	138	6	in	in	ADP
cana-3108	138	7	customer	customer	NOUN
cana-3108	138	8	support	support	NOUN
cana-3108	138	9	systems	system	NOUN
cana-3108	138	10	using	use	VERB
cana-3108	138	11	datadriven	datadriven	ADJ
cana-3108	138	12	and	and	CCONJ
cana-3108	138	13	machine	machine	NOUN
cana-3108	138	14	learning	learning	NOUN
cana-3108	138	15	methods	method	NOUN
cana-3108	138	16	:	:	PUNCT
cana-3108	138	17	a	a	DET
cana-3108	138	18	case	case	NOUN
cana-3108	138	19	study	study	NOUN
cana-3108	138	20	of	of	ADP
cana-3108	138	21	ifda	ifda	PROPN
cana-3108	138	22	.	.	PUNCT
cana-3108	139	1	optimality	optimality	NOUN
cana-3108	139	2	,	,	PUNCT
cana-3108	139	3	1(2	1(2	NUM
cana-3108	139	4	)	)	PUNCT
cana-3108	139	5	,	,	PUNCT
cana-3108	139	6	188	188	NUM
cana-3108	139	7	-	-	SYM
cana-3108	139	8	204	204	NUM
cana-3108	139	9	.	.	PUNCT
cana-3108	140	1	[	[	X
cana-3108	140	2	7	7	NUM
cana-3108	140	3	]	]	X
cana-3108	140	4	sharma	sharma	NOUN
cana-3108	140	5	,	,	PUNCT
cana-3108	140	6	n.	n.	NOUN
cana-3108	140	7	,	,	PUNCT
cana-3108	140	8	&	&	CCONJ
cana-3108	140	9	jain	jain	PROPN
cana-3108	140	10	,	,	PUNCT
cana-3108	140	11	v.	v.	PROPN
cana-3108	140	12	(	(	PUNCT
cana-3108	140	13	2024	2024	NUM
cana-3108	140	14	)	)	PUNCT
cana-3108	140	15	.	.	PUNCT
cana-3108	140	16	machine	machine	NOUN
cana-3108	140	17	learning	learning	NOUN
cana-3108	140	18	and	and	CCONJ
cana-3108	140	19	sentiment	sentiment	NOUN
cana-3108	140	20	analysis	analysis	NOUN
cana-3108	140	21	:	:	PUNCT
cana-3108	140	22	analyzing	analyze	VERB
cana-3108	140	23	customer	customer	NOUN
cana-3108	140	24	feedback	feedback	NOUN
cana-3108	140	25	.	.	PUNCT
cana-3108	141	1	in	in	ADP
cana-3108	141	2	humancentered	humancentered	ADJ
cana-3108	141	3	approaches	approach	NOUN
cana-3108	141	4	in	in	ADP
cana-3108	141	5	industry	industry	NOUN
cana-3108	141	6	5.0	5.0	NUM
cana-3108	141	7	:	:	PUNCT
cana-3108	141	8	human	human	ADJ
cana-3108	141	9	-	-	PUNCT
cana-3108	141	10	machine	machine	NOUN
cana-3108	141	11	interaction	interaction	NOUN
cana-3108	141	12	,	,	PUNCT
cana-3108	141	13	virtual	virtual	ADJ
cana-3108	141	14	reality	reality	NOUN
cana-3108	141	15	training	training	NOUN
cana-3108	141	16	,	,	PUNCT
cana-3108	141	17	and	and	CCONJ
cana-3108	141	18	customer	customer	NOUN
cana-3108	141	19	sentiment	sentiment	NOUN
cana-3108	141	20	analysis	analysis	NOUN
cana-3108	141	21	(	(	PUNCT
cana-3108	141	22	pp	pp	ADJ
cana-3108	141	23	.	.	PUNCT
cana-3108	142	1	226	226	NUM
cana-3108	142	2	-	-	SYM
cana-3108	142	3	247	247	NUM
cana-3108	142	4	)	)	PUNCT
cana-3108	142	5	.	.	PUNCT
cana-3108	143	1	igi	igi	PROPN
cana-3108	143	2	global	global	PROPN
cana-3108	143	3	.	.	PUNCT
cana-3108	144	1	[	[	X
cana-3108	144	2	8	8	NUM
cana-3108	144	3	]	]	PUNCT
cana-3108	144	4	s.	s.	PROPN
cana-3108	144	5	s	s	PROPN
cana-3108	144	6	and	and	CCONJ
cana-3108	144	7	p.	p.	PROPN
cana-3108	144	8	k.	k.	PROPN
cana-3108	145	1	v	v	NOUN
cana-3108	145	2	,	,	PUNCT
cana-3108	145	3	"	"	PUNCT
cana-3108	145	4	fine	fine	ADJ
cana-3108	145	5	grained	grain	VERB
cana-3108	145	6	sentiment	sentiment	NOUN
cana-3108	145	7	analysis	analysis	NOUN
cana-3108	145	8	of	of	ADP
cana-3108	145	9	malayalam	malayalam	PROPN
cana-3108	145	10	tweets	tweet	NOUN
cana-3108	145	11	using	use	VERB
cana-3108	145	12	lexicon	lexicon	NOUN
cana-3108	145	13	based	base	VERB
cana-3108	145	14	and	and	CCONJ
cana-3108	145	15	machine	machine	NOUN
cana-3108	145	16	learning	learning	NOUN
cana-3108	145	17	based	base	VERB
cana-3108	145	18	approaches	approach	NOUN
cana-3108	145	19	,	,	PUNCT
cana-3108	145	20	"	"	PUNCT
cana-3108	145	21	2021	2021	NUM
cana-3108	145	22	4th	4th	ADJ
cana-3108	145	23	biennial	biennial	ADJ
cana-3108	145	24	international	international	ADJ
cana-3108	145	25	conference	conference	NOUN
cana-3108	145	26	on	on	ADP
cana-3108	145	27	nascent	nascent	ADJ
cana-3108	145	28	technologies	technology	NOUN
cana-3108	145	29	in	in	ADP
cana-3108	145	30	engineering	engineering	NOUN
cana-3108	145	31	(	(	PUNCT
cana-3108	145	32	icnte	icnte	PROPN
cana-3108	145	33	)	)	PUNCT
cana-3108	145	34	,	,	PUNCT
cana-3108	145	35	navimumbai	navimumbai	PROPN
cana-3108	145	36	,	,	PUNCT
cana-3108	145	37	india	india	PROPN
cana-3108	145	38	,	,	PUNCT
cana-3108	145	39	2021	2021	NUM
cana-3108	145	40	,	,	PUNCT
cana-3108	145	41	pp	pp	ADJ
cana-3108	145	42	.	.	PUNCT
cana-3108	146	1	1	1	NUM
cana-3108	146	2	-	-	SYM
cana-3108	146	3	6	6	NUM
cana-3108	146	4	,	,	PUNCT
cana-3108	146	5	doi	doi	NOUN
cana-3108	146	6	:	:	PUNCT
cana-3108	146	7	10.1109	10.1109	NUM
cana-3108	146	8	/	/	SYM
cana-3108	146	9	icnte51185.2021.9487741	icnte51185.2021.9487741	NOUN
cana-3108	146	10	.	.	PUNCT
cana-3108	147	1	[	[	X
cana-3108	147	2	9	9	NUM
cana-3108	147	3	]	]	PUNCT
cana-3108	147	4	x.	x.	NOUN
cana-3108	147	5	ge	ge	PROPN
cana-3108	147	6	,	,	PUNCT
cana-3108	147	7	x.	x.	PROPN
cana-3108	147	8	jin	jin	PROPN
cana-3108	147	9	,	,	PUNCT
cana-3108	147	10	b.	b.	PROPN
cana-3108	147	11	miao	miao	PROPN
cana-3108	147	12	,	,	PUNCT
cana-3108	147	13	c.	c.	PROPN
cana-3108	147	14	liu	liu	PROPN
cana-3108	147	15	and	and	CCONJ
cana-3108	147	16	x.	x.	PROPN
cana-3108	147	17	wu	wu	PROPN
cana-3108	147	18	,	,	PUNCT
cana-3108	147	19	"	"	PUNCT
cana-3108	147	20	research	research	NOUN
cana-3108	147	21	on	on	ADP
cana-3108	147	22	the	the	DET
cana-3108	147	23	key	key	ADJ
cana-3108	147	24	technology	technology	NOUN
cana-3108	147	25	of	of	ADP
cana-3108	147	26	chinese	chinese	ADJ
cana-3108	147	27	text	text	NOUN
cana-3108	147	28	sentiment	sentiment	NOUN
cana-3108	147	29	analysis	analysis	NOUN
cana-3108	147	30	,	,	PUNCT
cana-3108	147	31	"	"	PUNCT
cana-3108	147	32	2018	2018	NUM
cana-3108	147	33	ieee	ieee	NOUN
cana-3108	147	34	9th	9th	ADJ
cana-3108	147	35	international	international	ADJ
cana-3108	147	36	conference	conference	NOUN
cana-3108	147	37	on	on	ADP
cana-3108	147	38	software	software	NOUN
cana-3108	147	39	engineering	engineering	NOUN
cana-3108	147	40	and	and	CCONJ
cana-3108	147	41	service	service	NOUN
cana-3108	147	42	science	science	NOUN
cana-3108	147	43	(	(	PUNCT
cana-3108	147	44	icsess	icsess	NOUN
cana-3108	147	45	)	)	PUNCT
cana-3108	147	46	,	,	PUNCT
cana-3108	147	47	beijing	beijing	PROPN
cana-3108	147	48	,	,	PUNCT
cana-3108	147	49	china	china	PROPN
cana-3108	147	50	,	,	PUNCT
cana-3108	147	51	2018	2018	NUM
cana-3108	147	52	,	,	PUNCT
cana-3108	147	53	pp	pp	ADJ
cana-3108	147	54	.	.	PUNCT
cana-3108	148	1	395	395	NUM
cana-3108	148	2	-	-	SYM
cana-3108	148	3	398	398	NUM
cana-3108	148	4	,	,	PUNCT
cana-3108	148	5	doi	doi	NOUN
cana-3108	148	6	:	:	PUNCT
cana-3108	148	7	10.1109	10.1109	NUM
cana-3108	148	8	/	/	SYM
cana-3108	148	9	icsess.2018.8663744	icsess.2018.8663744	NOUN
cana-3108	148	10	.	.	PUNCT
cana-3108	149	1	[	[	X
cana-3108	149	2	10	10	NUM
cana-3108	149	3	]	]	X
cana-3108	149	4	chandra	chandra	PROPN
cana-3108	149	5	,	,	PUNCT
cana-3108	149	6	t.	t.	PROPN
cana-3108	149	7	,	,	PUNCT
cana-3108	149	8	kaur	kaur	PROPN
cana-3108	149	9	,	,	PUNCT
cana-3108	149	10	m.	m.	NOUN
cana-3108	149	11	,	,	PUNCT
cana-3108	149	12	rakesh	rakesh	PROPN
cana-3108	149	13	,	,	PUNCT
cana-3108	149	14	n.	n.	NOUN
cana-3108	149	15	,	,	PUNCT
cana-3108	149	16	gulhane	gulhane	NOUN
cana-3108	149	17	,	,	PUNCT
cana-3108	149	18	m.	m.	NOUN
cana-3108	149	19	,	,	PUNCT
cana-3108	149	20	&	&	CCONJ
cana-3108	149	21	maurya	maurya	PROPN
cana-3108	149	22	,	,	PUNCT
cana-3108	149	23	s.	s.	PROPN
cana-3108	149	24	(	(	PUNCT
cana-3108	149	25	2024	2024	NUM
cana-3108	149	26	)	)	PUNCT
cana-3108	149	27	.	.	PUNCT
cana-3108	150	1	novel	novel	PROPN
cana-3108	150	2	blockchain	blockchain	PROPN
cana-3108	150	3	-	-	PUNCT
cana-3108	150	4	based	base	VERB
cana-3108	150	5	framework	framework	NOUN
cana-3108	150	6	to	to	PART
cana-3108	150	7	publish	publish	VERB
cana-3108	150	8	,	,	PUNCT
cana-3108	150	9	verify	verify	VERB
cana-3108	150	10	,	,	PUNCT
cana-3108	150	11	and	and	CCONJ
cana-3108	150	12	store	store	VERB
cana-3108	150	13	digital	digital	ADJ
cana-3108	150	14	academic	academic	ADJ
cana-3108	150	15	credentials	credential	NOUN
cana-3108	150	16	of	of	ADP
cana-3108	150	17	universities	university	NOUN
cana-3108	150	18	.	.	PUNCT
cana-3108	151	1	international	international	ADJ
cana-3108	151	2	journal	journal	PROPN
cana-3108	151	3	of	of	ADP
cana-3108	151	4	information	information	NOUN
cana-3108	151	5	technology	technology	NOUN
cana-3108	151	6	,	,	PUNCT
cana-3108	151	7	1	1	NUM
cana-3108	151	8	-	-	SYM
cana-3108	151	9	9	9	NUM
cana-3108	151	10	.	.	PUNCT
cana-3108	151	11	communications	communication	NOUN
cana-3108	151	12	on	on	ADP
cana-3108	151	13	applied	apply	VERB
cana-3108	151	14	nonlinear	nonlinear	ADJ
cana-3108	151	15	analysis	analysis	NOUN
cana-3108	151	16	issn	issn	NOUN
cana-3108	151	17	:	:	PUNCT
cana-3108	151	18	1074	1074	NUM
cana-3108	151	19	-	-	PUNCT
cana-3108	151	20	133x	133x	NUM
cana-3108	151	21	vol	vol	NOUN
cana-3108	151	22	32	32	NUM
cana-3108	151	23	no	no	NOUN
cana-3108	151	24	.	.	PUNCT
cana-3108	152	1	5s	5s	NUM
cana-3108	152	2	(	(	PUNCT
cana-3108	152	3	2025	2025	NUM
cana-3108	152	4	)	)	PUNCT
cana-3108	152	5	389	389	NUM
cana-3108	153	1	https://internationalpubls.co	https://internationalpubls.co	PROPN
cana-3108	153	2	m	m	NOUN
cana-3108	154	1	[	[	X
cana-3108	154	2	11	11	NUM
cana-3108	154	3	]	]	SYM
cana-3108	154	4	gulhane	gulhane	NOUN
cana-3108	154	5	,	,	PUNCT
cana-3108	154	6	m.	m.	NOUN
cana-3108	154	7	,	,	PUNCT
cana-3108	154	8	&	&	CCONJ
cana-3108	154	9	kumar	kumar	PROPN
cana-3108	154	10	,	,	PUNCT
cana-3108	154	11	s.	s.	PROPN
cana-3108	154	12	(	(	PUNCT
cana-3108	154	13	2024	2024	NUM
cana-3108	154	14	)	)	PUNCT
cana-3108	154	15	.	.	PUNCT
cana-3108	155	1	fusion	fusion	NOUN
cana-3108	155	2	of	of	ADP
cana-3108	155	3	various	various	ADJ
cana-3108	155	4	machine	machine	NOUN
cana-3108	155	5	learning	learn	VERB
cana-3108	155	6	algorithms	algorithm	NOUN
cana-3108	155	7	for	for	ADP
cana-3108	155	8	early	early	ADJ
cana-3108	155	9	heart	heart	NOUN
cana-3108	155	10	attack	attack	NOUN
cana-3108	155	11	prediction	prediction	NOUN
cana-3108	155	12	.	.	PUNCT
cana-3108	156	1	optimized	optimize	VERB
cana-3108	156	2	predictive	predictive	ADJ
cana-3108	156	3	models	model	NOUN
cana-3108	156	4	in	in	ADP
cana-3108	156	5	healthcare	healthcare	NOUN
cana-3108	156	6	using	use	VERB
cana-3108	156	7	machine	machine	NOUN
cana-3108	156	8	learning	learning	NOUN
cana-3108	156	9	,	,	PUNCT
cana-3108	156	10	229	229	NUM
cana-3108	156	11	-	-	SYM
cana-3108	156	12	244	244	NUM
cana-3108	156	13	.	.	PUNCT
cana-3108	157	1	[	[	X
cana-3108	157	2	12	12	NUM
cana-3108	157	3	]	]	X
cana-3108	157	4	nemade	nemade	PROPN
cana-3108	157	5	,	,	PUNCT
cana-3108	157	6	bhushankumar	bhushankumar	PROPN
cana-3108	157	7	,	,	PUNCT
cana-3108	157	8	and	and	CCONJ
cana-3108	157	9	deven	deven	PROPN
cana-3108	157	10	shah	shah	NOUN
cana-3108	157	11	.	.	PUNCT
cana-3108	158	1	"	"	PUNCT
cana-3108	158	2	an	an	DET
cana-3108	158	3	iot	iot	ADV
cana-3108	158	4	-	-	PUNCT
cana-3108	158	5	based	base	VERB
cana-3108	158	6	efficient	efficient	ADJ
cana-3108	158	7	water	water	NOUN
cana-3108	158	8	quality	quality	NOUN
cana-3108	158	9	prediction	prediction	NOUN
cana-3108	158	10	system	system	NOUN
cana-3108	158	11	for	for	ADP
cana-3108	158	12	aquaponics	aquaponic	NOUN
cana-3108	158	13	farming	farming	NOUN
cana-3108	158	14	.	.	PUNCT
cana-3108	158	15	"	"	PUNCT
cana-3108	159	1	computational	computational	ADJ
cana-3108	159	2	intelligence	intelligence	NOUN
cana-3108	159	3	:	:	PUNCT
cana-3108	159	4	select	select	ADJ
cana-3108	159	5	proceedings	proceeding	NOUN
cana-3108	159	6	of	of	ADP
cana-3108	159	7	incite	incite	VERB
cana-3108	159	8	2022	2022	NUM
cana-3108	159	9	.	.	PUNCT
cana-3108	160	1	singapore	singapore	PROPN
cana-3108	160	2	:	:	PUNCT
cana-3108	160	3	springer	springer	NOUN
cana-3108	160	4	nature	nature	PROPN
cana-3108	160	5	singapore	singapore	PROPN
cana-3108	160	6	,	,	PUNCT
cana-3108	160	7	2023	2023	NUM
cana-3108	160	8	.	.	PUNCT
cana-3108	161	1	311	311	NUM
cana-3108	161	2	-	-	SYM
cana-3108	161	3	323	323	NUM
cana-3108	161	4	.	.	PUNCT
cana-3108	162	1	[	[	X
cana-3108	162	2	13	13	NUM
cana-3108	162	3	]	]	SYM
cana-3108	162	4	choudhary	choudhary	PROPN
cana-3108	162	5	,	,	PUNCT
cana-3108	162	6	s.	s.	PROPN
cana-3108	162	7	,	,	PUNCT
cana-3108	162	8	gulhane	gulhane	NOUN
cana-3108	162	9	,	,	PUNCT
cana-3108	162	10	m.	m.	NOUN
cana-3108	162	11	,	,	PUNCT
cana-3108	162	12	kumar	kumar	PROPN
cana-3108	162	13	,	,	PUNCT
cana-3108	162	14	s.	s.	PROPN
cana-3108	162	15	,	,	PUNCT
cana-3108	162	16	rakesh	rakesh	PROPN
cana-3108	162	17	,	,	PUNCT
cana-3108	162	18	n.	n.	NOUN
cana-3108	162	19	,	,	PUNCT
cana-3108	162	20	maurya	maurya	PROPN
cana-3108	162	21	,	,	PUNCT
cana-3108	162	22	s.	s.	PROPN
cana-3108	162	23	,	,	PUNCT
cana-3108	162	24	&	&	CCONJ
cana-3108	162	25	tandon	tandon	PROPN
cana-3108	162	26	,	,	PUNCT
cana-3108	162	27	c.	c.	PROPN
cana-3108	162	28	(	(	PUNCT
cana-3108	162	29	2025	2025	NUM
cana-3108	162	30	)	)	PUNCT
cana-3108	162	31	.	.	PUNCT
cana-3108	163	1	integrating	integrate	VERB
cana-3108	163	2	machine	machine	NOUN
cana-3108	163	3	learning	learning	NOUN
cana-3108	163	4	for	for	ADP
cana-3108	163	5	personalized	personalize	VERB
cana-3108	163	6	kidney	kidney	NOUN
cana-3108	163	7	stone	stone	NOUN
cana-3108	163	8	risk	risk	NOUN
cana-3108	163	9	assessment	assessment	NOUN
cana-3108	163	10	:	:	PUNCT
cana-3108	163	11	a	a	DET
cana-3108	163	12	prospective	prospective	ADJ
cana-3108	163	13	validation	validation	NOUN
cana-3108	163	14	using	use	VERB
cana-3108	163	15	cldn11	cldn11	PROPN
cana-3108	163	16	genetic	genetic	ADJ
cana-3108	163	17	data	datum	NOUN
cana-3108	163	18	and	and	CCONJ
cana-3108	163	19	clinical	clinical	ADJ
cana-3108	163	20	factors	factor	NOUN
cana-3108	163	21	.	.	PUNCT
cana-3108	164	1	genomics	genomic	NOUN
cana-3108	164	2	at	at	ADP
cana-3108	164	3	the	the	DET
cana-3108	164	4	nexus	nexus	NOUN
cana-3108	164	5	of	of	ADP
cana-3108	164	6	ai	ai	PROPN
cana-3108	164	7	,	,	PUNCT
cana-3108	164	8	computer	computer	NOUN
cana-3108	164	9	vision	vision	NOUN
cana-3108	164	10	,	,	PUNCT
cana-3108	164	11	and	and	CCONJ
cana-3108	164	12	machine	machine	NOUN
cana-3108	164	13	learning	learning	NOUN
cana-3108	164	14	,	,	PUNCT
cana-3108	164	15	59	59	NUM
cana-3108	164	16	-	-	SYM
cana-3108	164	17	85	85	NUM
cana-3108	164	18	.	.	PUNCT
cana-3108	165	1	[	[	X
cana-3108	165	2	14	14	NUM
cana-3108	165	3	]	]	X
cana-3108	165	4	nemade	nemade	PROPN
cana-3108	165	5	,	,	PUNCT
cana-3108	165	6	b.	b.	PROPN
cana-3108	165	7	,	,	PUNCT
cana-3108	165	8	&	&	CCONJ
cana-3108	165	9	shah	shah	PROPN
cana-3108	165	10	,	,	PUNCT
cana-3108	165	11	d.	d.	PROPN
cana-3108	165	12	(	(	PUNCT
cana-3108	165	13	2022	2022	NUM
cana-3108	165	14	)	)	PUNCT
cana-3108	165	15	.	.	PUNCT
cana-3108	166	1	an	an	DET
cana-3108	166	2	efficient	efficient	ADJ
cana-3108	166	3	iot	iot	NOUN
cana-3108	166	4	based	base	VERB
cana-3108	166	5	prediction	prediction	NOUN
cana-3108	166	6	system	system	NOUN
cana-3108	166	7	for	for	ADP
cana-3108	166	8	classification	classification	NOUN
cana-3108	166	9	of	of	ADP
cana-3108	166	10	water	water	NOUN
cana-3108	166	11	using	use	VERB
cana-3108	166	12	novel	novel	ADJ
cana-3108	166	13	adaptive	adaptive	ADJ
cana-3108	166	14	incremental	incremental	ADJ
cana-3108	166	15	learning	learning	NOUN
cana-3108	166	16	framework	framework	NOUN
cana-3108	166	17	.	.	PUNCT
cana-3108	167	1	journal	journal	NOUN
cana-3108	167	2	of	of	ADP
cana-3108	167	3	king	king	PROPN
cana-3108	167	4	saud	saud	PROPN
cana-3108	167	5	university	university	PROPN
cana-3108	167	6	-	-	PUNCT
cana-3108	167	7	computer	computer	NOUN
cana-3108	167	8	and	and	CCONJ
cana-3108	167	9	information	information	NOUN
cana-3108	167	10	sciences	science	NOUN
cana-3108	167	11	,	,	PUNCT
cana-3108	167	12	34(8	34(8	NUM
cana-3108	167	13	)	)	PUNCT
cana-3108	167	14	,	,	PUNCT
cana-3108	167	15	5121	5121	NUM
cana-3108	167	16	-	-	SYM
cana-3108	167	17	5131	5131	NUM
cana-3108	167	18	.	.	PUNCT
cana-3108	168	1	[	[	X
cana-3108	168	2	15	15	NUM
cana-3108	168	3	]	]	X
cana-3108	168	4	alok	alok	PROPN
cana-3108	168	5	kumar	kumar	PROPN
cana-3108	168	6	,	,	PUNCT
cana-3108	168	7	amrit	amrit	PROPN
cana-3108	168	8	kumar	kumar	PROPN
cana-3108	168	9	panigarhi	panigarhi	PROPN
cana-3108	168	10	.	.	PUNCT
cana-3108	169	1	(	(	PUNCT
cana-3108	169	2	2021	2021	NUM
cana-3108	169	3	)	)	PUNCT
cana-3108	169	4	.	.	PUNCT
cana-3108	170	1	impact	impact	NOUN
cana-3108	170	2	of	of	ADP
cana-3108	170	3	covid-19	covid-19	PROPN
cana-3108	170	4	pandemic	pandemic	ADJ
cana-3108	170	5	on	on	ADP
cana-3108	170	6	education	education	NOUN
cana-3108	170	7	and	and	CCONJ
cana-3108	170	8	recommended	recommend	VERB
cana-3108	170	9	strategies	strategy	NOUN
cana-3108	170	10	.	.	PUNCT
cana-3108	171	1	international	international	ADJ
cana-3108	171	2	journal	journal	NOUN
cana-3108	171	3	of	of	ADP
cana-3108	171	4	recent	recent	ADJ
cana-3108	171	5	advances	advance	NOUN
cana-3108	171	6	in	in	ADP
cana-3108	171	7	engineering	engineering	NOUN
cana-3108	171	8	and	and	CCONJ
cana-3108	171	9	technology	technology	NOUN
cana-3108	171	10	,	,	PUNCT
cana-3108	171	11	9(9	9(9	NUM
cana-3108	171	12	)	)	PUNCT
cana-3108	171	13	,	,	PUNCT
cana-3108	171	14	31	31	NUM
cana-3108	171	15	35	35	NUM
cana-3108	171	16	.	.	PUNCT
cana-3108	172	1	[	[	X
cana-3108	172	2	16	16	NUM
cana-3108	172	3	]	]	X
cana-3108	172	4	dharmesh	dharmesh	ADJ
cana-3108	172	5	dhabliya	dhabliya	NOUN
cana-3108	172	6	.	.	PUNCT
cana-3108	173	1	(	(	PUNCT
cana-3108	173	2	2024	2024	NUM
cana-3108	173	3	)	)	PUNCT
cana-3108	173	4	.	.	PUNCT
cana-3108	174	1	application	application	NOUN
cana-3108	174	2	of	of	ADP
cana-3108	174	3	nonlinear	nonlinear	ADJ
cana-3108	174	4	differential	differential	ADJ
cana-3108	174	5	equations	equation	NOUN
cana-3108	174	6	in	in	ADP
cana-3108	174	7	engineering	engineering	NOUN
cana-3108	174	8	system	system	NOUN
cana-3108	174	9	optimization	optimization	NOUN
cana-3108	174	10	.	.	PUNCT
cana-3108	175	1	engimathica	engimathica	PROPN
cana-3108	175	2	:	:	PUNCT
cana-3108	175	3	journal	journal	PROPN
cana-3108	175	4	of	of	ADP
cana-3108	175	5	engineering	engineering	NOUN
cana-3108	175	6	mathematics	mathematic	NOUN
cana-3108	175	7	and	and	CCONJ
cana-3108	175	8	applications	application	NOUN
cana-3108	175	9	,	,	PUNCT
cana-3108	175	10	1(1	1(1	NUM
cana-3108	175	11	)	)	PUNCT
cana-3108	175	12	,	,	PUNCT
cana-3108	175	13	01	01	NUM
cana-3108	175	14	-	-	SYM
cana-3108	175	15	12	12	NUM
cana-3108	175	16	.	.	PUNCT