id	sid	tid	token	lemma	pos
cana-4671	1	1	notice	notice	VERB
cana-4671	1	2	to	to	ADP
cana-4671	1	3	authors	author	NOUN
cana-4671	1	4	communications	communication	NOUN
cana-4671	1	5	on	on	ADP
cana-4671	1	6	applied	apply	VERB
cana-4671	1	7	nonlinear	nonlinear	ADJ
cana-4671	1	8	analysis	analysis	NOUN
cana-4671	1	9	issn	issn	NOUN
cana-4671	1	10	:	:	PUNCT
cana-4671	1	11	1074	1074	NUM
cana-4671	1	12	-	-	PUNCT
cana-4671	1	13	133x	133x	NUM
cana-4671	1	14	vol	vol	NOUN
cana-4671	1	15	32	32	NUM
cana-4671	2	1	no	no	NOUN
cana-4671	2	2	.	.	PUNCT
cana-4671	3	1	9s	9s	NUM
cana-4671	3	2	(	(	PUNCT
cana-4671	3	3	2025	2025	NUM
cana-4671	3	4	)	)	PUNCT
cana-4671	3	5	3170	3170	NUM
cana-4671	4	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	4	2	empowering	empower	VERB
cana-4671	4	3	non	non	ADJ
cana-4671	4	4	-	-	ADJ
cana-4671	4	5	verbal	verbal	ADJ
cana-4671	4	6	communication	communication	NOUN
cana-4671	4	7	:	:	PUNCT
cana-4671	4	8	sign	sign	VERB
cana-4671	4	9	recognition	recognition	NOUN
cana-4671	4	10	to	to	ADP
cana-4671	4	11	multilingual	multilingual	ADJ
cana-4671	4	12	text	text	NOUN
cana-4671	4	13	and	and	CCONJ
cana-4671	4	14	audio	audio	PROPN
cana-4671	4	15	dr	dr	PROPN
cana-4671	4	16	.	.	PROPN
cana-4671	4	17	venkata	venkata	PROPN
cana-4671	4	18	satya	satya	PROPN
cana-4671	4	19	santhi	santhi	PROPN
cana-4671	4	20	s1	s1	PROPN
cana-4671	4	21	,	,	PUNCT
cana-4671	4	22	bugatha	bugatha	NOUN
cana-4671	4	23	surya	surya	NOUN
cana-4671	4	24	teja2	teja2	PROPN
cana-4671	4	25	,	,	PUNCT
cana-4671	4	26	kesamsetty	kesamsetty	ADV
cana-4671	4	27	bhavya	bhavya	VERB
cana-4671	4	28	sri3	sri3	NOUN
cana-4671	4	29	,	,	PUNCT
cana-4671	4	30	kaicharla	kaicharla	NOUN
cana-4671	4	31	lalith	lalith	ADP
cana-4671	4	32	kumar4	kumar4	PROPN
cana-4671	4	33	,	,	PUNCT
cana-4671	4	34	and	and	CCONJ
cana-4671	4	35	indugubilli	indugubilli	INTJ
cana-4671	4	36	hitha	hitha	ADJ
cana-4671	4	37	varshith5	varshith5	CCONJ
cana-4671	4	38	1associate	1associate	NUM
cana-4671	4	39	professor	professor	NOUN
cana-4671	4	40	,	,	PUNCT
cana-4671	4	41	department	department	NOUN
cana-4671	4	42	of	of	ADP
cana-4671	4	43	computer	computer	NOUN
cana-4671	4	44	science	science	NOUN
cana-4671	4	45	and	and	CCONJ
cana-4671	4	46	engineering	engineering	NOUN
cana-4671	4	47	(	(	PUNCT
cana-4671	4	48	ai	ai	VERB
cana-4671	4	49	/	/	SYM
cana-4671	4	50	ml	ml	PROPN
cana-4671	4	51	&	&	CCONJ
cana-4671	4	52	ds	ds	ADJ
cana-4671	4	53	)	)	PUNCT
cana-4671	4	54	,	,	PUNCT
cana-4671	4	55	anil	anil	PROPN
cana-4671	4	56	neerukonda	neerukonda	PROPN
cana-4671	4	57	institute	institute	PROPN
cana-4671	4	58	of	of	ADP
cana-4671	4	59	technology	technology	PROPN
cana-4671	4	60	&	&	CCONJ
cana-4671	4	61	sciences	sciences	PROPN
cana-4671	4	62	(	(	PUNCT
cana-4671	4	63	anits	anit	NOUN
cana-4671	4	64	)	)	PUNCT
cana-4671	4	65	,	,	PUNCT
cana-4671	4	66	visakhapatnam-530001	visakhapatnam-530001	NOUN
cana-4671	4	67	,	,	PUNCT
cana-4671	4	68	india	india	PROPN
cana-4671	4	69	2,3,4,5	2,3,4,5	NUM
cana-4671	4	70	ug	ug	ADP
cana-4671	4	71	students	student	NOUN
cana-4671	4	72	,	,	PUNCT
cana-4671	4	73	department	department	NOUN
cana-4671	4	74	of	of	ADP
cana-4671	4	75	computer	computer	NOUN
cana-4671	4	76	science	science	NOUN
cana-4671	4	77	and	and	CCONJ
cana-4671	4	78	engineering	engineering	NOUN
cana-4671	4	79	(	(	PUNCT
cana-4671	4	80	ai	ai	VERB
cana-4671	4	81	/	/	SYM
cana-4671	4	82	ml	ml	PROPN
cana-4671	4	83	&	&	CCONJ
cana-4671	4	84	ds	ds	ADJ
cana-4671	4	85	)	)	PUNCT
cana-4671	4	86	,	,	PUNCT
cana-4671	4	87	anil	anil	PROPN
cana-4671	4	88	neerukonda	neerukonda	PROPN
cana-4671	4	89	institute	institute	PROPN
cana-4671	4	90	of	of	ADP
cana-4671	4	91	technology	technology	PROPN
cana-4671	4	92	&	&	CCONJ
cana-4671	4	93	sciences	sciences	PROPN
cana-4671	4	94	(	(	PUNCT
cana-4671	4	95	anits	anit	NOUN
cana-4671	4	96	)	)	PUNCT
cana-4671	4	97	,	,	PUNCT
cana-4671	4	98	visakhapatnam-530001	visakhapatnam-530001	NOUN
cana-4671	4	99	,	,	PUNCT
cana-4671	4	100	india	india	PROPN
cana-4671	4	101	emails	email	NOUN
cana-4671	4	102	:	:	PUNCT
cana-4671	4	103	svssanthi2016@gmail.com1	svssanthi2016@gmail.com1	PROPN
cana-4671	4	104	,	,	PUNCT
cana-4671	4	105	suryateja1938102074@gmail.com2	suryateja1938102074@gmail.com2	PROPN
cana-4671	4	106	,	,	PUNCT
cana-4671	4	107	bhavya.kesamsetty@gmail.com3	bhavya.kesamsetty@gmail.com3	PROPN
cana-4671	4	108	,	,	PUNCT
cana-4671	4	109	kaicharlalalithkumar@gmail.com4	kaicharlalalithkumar@gmail.com4	PROPN
cana-4671	4	110	,	,	PUNCT
cana-4671	4	111	hithavarshith@gmail.com5	hithavarshith@gmail.com5	VERB
cana-4671	4	112	corresponding	correspond	VERB
cana-4671	4	113	author	author	NOUN
cana-4671	4	114	email	email	NOUN
cana-4671	4	115	:	:	PUNCT
cana-4671	4	116	suryateja1938102074@gmail.com	suryateja1938102074@gmail.com	X
cana-4671	4	117	article	article	NOUN
cana-4671	4	118	history	history	NOUN
cana-4671	4	119	:	:	PUNCT
cana-4671	4	120	received	receive	VERB
cana-4671	4	121	:	:	PUNCT
cana-4671	4	122	21	21	NUM
cana-4671	4	123	-	-	SYM
cana-4671	4	124	01	01	NUM
cana-4671	4	125	-	-	PUNCT
cana-4671	4	126	2025	2025	NUM
cana-4671	4	127	revised	revise	VERB
cana-4671	4	128	:	:	PUNCT
cana-4671	4	129	5	5	NUM
cana-4671	4	130	-	-	SYM
cana-4671	4	131	03	03	NUM
cana-4671	4	132	-	-	PUNCT
cana-4671	4	133	2025	2025	NUM
cana-4671	4	134	accepted	accept	VERB
cana-4671	4	135	:	:	PUNCT
cana-4671	4	136	12	12	NUM
cana-4671	4	137	-	-	PUNCT
cana-4671	4	138	03	03	NUM
cana-4671	4	139	-	-	PUNCT
cana-4671	4	140	2025	2025	NUM
cana-4671	4	141	abstract	abstract	ADJ
cana-4671	4	142	artificial	artificial	ADJ
cana-4671	4	143	neural	neural	ADJ
cana-4671	4	144	networks	network	NOUN
cana-4671	4	145	and	and	CCONJ
cana-4671	4	146	computer	computer	NOUN
cana-4671	4	147	vision	vision	NOUN
cana-4671	4	148	have	have	AUX
cana-4671	4	149	significantly	significantly	ADV
cana-4671	4	150	been	be	AUX
cana-4671	4	151	used	use	VERB
cana-4671	4	152	to	to	PART
cana-4671	4	153	detect	detect	VERB
cana-4671	4	154	hand	hand	NOUN
cana-4671	4	155	gestures	gesture	NOUN
cana-4671	4	156	and	and	CCONJ
cana-4671	4	157	facial	facial	ADJ
cana-4671	4	158	expressions	expression	NOUN
cana-4671	4	159	allowing	allow	VERB
cana-4671	4	160	devices	device	NOUN
cana-4671	4	161	to	to	PART
cana-4671	4	162	analyse	analyse	VERB
cana-4671	4	163	and	and	CCONJ
cana-4671	4	164	recognise	recognise	VERB
cana-4671	4	165	images	image	NOUN
cana-4671	4	166	,	,	PUNCT
cana-4671	4	167	in	in	ADP
cana-4671	4	168	turn	turn	NOUN
cana-4671	4	169	enhancing	enhance	VERB
cana-4671	4	170	the	the	DET
cana-4671	4	171	experience	experience	NOUN
cana-4671	4	172	of	of	ADP
cana-4671	4	173	interaction	interaction	NOUN
cana-4671	4	174	between	between	ADP
cana-4671	4	175	humans	human	NOUN
cana-4671	4	176	and	and	CCONJ
cana-4671	4	177	machines	machine	NOUN
cana-4671	4	178	.	.	PUNCT
cana-4671	5	1	existing	exist	VERB
cana-4671	5	2	research	research	NOUN
cana-4671	5	3	in	in	ADP
cana-4671	5	4	this	this	DET
cana-4671	5	5	area	area	NOUN
cana-4671	5	6	primarily	primarily	ADV
cana-4671	5	7	focuses	focus	VERB
cana-4671	5	8	on	on	ADP
cana-4671	5	9	interpreting	interpret	VERB
cana-4671	5	10	hand	hand	NOUN
cana-4671	5	11	gestures	gesture	NOUN
cana-4671	5	12	and	and	CCONJ
cana-4671	5	13	mapping	map	VERB
cana-4671	5	14	them	they	PRON
cana-4671	5	15	to	to	ADP
cana-4671	5	16	the	the	DET
cana-4671	5	17	corresponding	corresponding	ADJ
cana-4671	5	18	alphabets	alphabet	NOUN
cana-4671	5	19	or	or	CCONJ
cana-4671	5	20	symbols	symbol	NOUN
cana-4671	5	21	.	.	PUNCT
cana-4671	6	1	in	in	ADP
cana-4671	6	2	this	this	DET
cana-4671	6	3	paper	paper	NOUN
cana-4671	6	4	we	we	PRON
cana-4671	6	5	focus	focus	VERB
cana-4671	6	6	on	on	ADP
cana-4671	6	7	taking	take	VERB
cana-4671	6	8	this	this	DET
cana-4671	6	9	research	research	NOUN
cana-4671	6	10	forward	forward	ADV
cana-4671	6	11	by	by	ADP
cana-4671	6	12	introducing	introduce	VERB
cana-4671	6	13	an	an	DET
cana-4671	6	14	enhancement	enhancement	NOUN
cana-4671	6	15	to	to	ADP
cana-4671	6	16	the	the	DET
cana-4671	6	17	existing	exist	VERB
cana-4671	6	18	model	model	NOUN
cana-4671	6	19	.	.	PUNCT
cana-4671	7	1	the	the	DET
cana-4671	7	2	proposed	propose	VERB
cana-4671	7	3	model	model	NOUN
cana-4671	7	4	mainly	mainly	ADV
cana-4671	7	5	concentrates	concentrate	VERB
cana-4671	7	6	on	on	ADP
cana-4671	7	7	improving	improve	VERB
cana-4671	7	8	gesture	gesture	NOUN
cana-4671	7	9	recognition	recognition	NOUN
cana-4671	7	10	accuracy	accuracy	NOUN
cana-4671	7	11	in	in	ADP
cana-4671	7	12	diverse	diverse	ADJ
cana-4671	7	13	background	background	NOUN
cana-4671	7	14	environments	environment	NOUN
cana-4671	7	15	like	like	ADP
cana-4671	7	16	supporting	support	VERB
cana-4671	7	17	multiple	multiple	ADJ
cana-4671	7	18	languages	language	NOUN
cana-4671	7	19	,	,	PUNCT
cana-4671	7	20	allowing	allow	VERB
cana-4671	7	21	gestures	gesture	NOUN
cana-4671	7	22	to	to	PART
cana-4671	7	23	be	be	AUX
cana-4671	7	24	translated	translate	VERB
cana-4671	7	25	into	into	ADP
cana-4671	7	26	text	text	NOUN
cana-4671	7	27	or	or	CCONJ
cana-4671	7	28	speech	speech	NOUN
cana-4671	7	29	in	in	ADP
cana-4671	7	30	different	different	ADJ
cana-4671	7	31	languages	language	NOUN
cana-4671	7	32	.	.	PUNCT
cana-4671	8	1	it	it	PRON
cana-4671	8	2	will	will	AUX
cana-4671	8	3	utilize	utilize	VERB
cana-4671	8	4	a	a	DET
cana-4671	8	5	webcam	webcam	NOUN
cana-4671	8	6	to	to	PART
cana-4671	8	7	detect	detect	VERB
cana-4671	8	8	the	the	DET
cana-4671	8	9	hand	hand	NOUN
cana-4671	8	10	gestures	gesture	NOUN
cana-4671	8	11	in	in	ADP
cana-4671	8	12	real	real	ADJ
cana-4671	8	13	time	time	NOUN
cana-4671	8	14	,	,	PUNCT
cana-4671	8	15	constructing	construct	VERB
cana-4671	8	16	words	word	NOUN
cana-4671	8	17	based	base	VERB
cana-4671	8	18	on	on	ADP
cana-4671	8	19	the	the	DET
cana-4671	8	20	recognized	recognize	VERB
cana-4671	8	21	gestures	gesture	NOUN
cana-4671	8	22	and	and	CCONJ
cana-4671	8	23	generating	generate	VERB
cana-4671	8	24	sentences	sentence	NOUN
cana-4671	8	25	.	.	PUNCT
cana-4671	9	1	additionally	additionally	ADV
cana-4671	9	2	,	,	PUNCT
cana-4671	9	3	the	the	DET
cana-4671	9	4	proposed	propose	VERB
cana-4671	9	5	model	model	NOUN
cana-4671	9	6	translates	translate	VERB
cana-4671	9	7	the	the	DET
cana-4671	9	8	constructed	construct	VERB
cana-4671	9	9	sentences	sentence	NOUN
cana-4671	9	10	into	into	ADP
cana-4671	9	11	a	a	DET
cana-4671	9	12	language	language	NOUN
cana-4671	9	13	of	of	ADP
cana-4671	9	14	one	one	PRON
cana-4671	9	15	's	's	PART
cana-4671	9	16	choice	choice	NOUN
cana-4671	9	17	and	and	CCONJ
cana-4671	9	18	also	also	ADV
cana-4671	9	19	allows	allow	VERB
cana-4671	9	20	the	the	DET
cana-4671	9	21	text	text	NOUN
cana-4671	9	22	to	to	PART
cana-4671	9	23	be	be	AUX
cana-4671	9	24	converted	convert	VERB
cana-4671	9	25	to	to	ADP
cana-4671	9	26	audio	audio	NOUN
cana-4671	9	27	,	,	PUNCT
cana-4671	9	28	providing	provide	VERB
cana-4671	9	29	an	an	DET
cana-4671	9	30	audio	audio	ADJ
cana-4671	9	31	output	output	NOUN
cana-4671	9	32	.	.	PUNCT
cana-4671	10	1	this	this	PRON
cana-4671	10	2	increases	increase	VERB
cana-4671	10	3	the	the	DET
cana-4671	10	4	system	system	NOUN
cana-4671	10	5	's	's	PART
cana-4671	10	6	flexibility	flexibility	NOUN
cana-4671	10	7	and	and	CCONJ
cana-4671	10	8	facilitates	facilitate	VERB
cana-4671	10	9	the	the	DET
cana-4671	10	10	hard	hard	NOUN
cana-4671	10	11	of	of	ADP
cana-4671	10	12	hearing	hear	VERB
cana-4671	10	13	in	in	ADP
cana-4671	10	14	a	a	DET
cana-4671	10	15	diverse	diverse	ADJ
cana-4671	10	16	environments	environment	NOUN
cana-4671	10	17	and	and	CCONJ
cana-4671	10	18	languages	language	NOUN
cana-4671	10	19	.	.	PUNCT
cana-4671	11	1	furthermore	furthermore	ADV
cana-4671	11	2	,	,	PUNCT
cana-4671	11	3	the	the	DET
cana-4671	11	4	model	model	NOUN
cana-4671	11	5	showcases	showcase	VERB
cana-4671	11	6	its	its	PRON
cana-4671	11	7	efficiency	efficiency	NOUN
cana-4671	11	8	and	and	CCONJ
cana-4671	11	9	novelty	novelty	NOUN
cana-4671	11	10	by	by	ADP
cana-4671	11	11	achieving	achieve	VERB
cana-4671	11	12	an	an	DET
cana-4671	11	13	accuracy	accuracy	NOUN
cana-4671	11	14	of	of	ADP
cana-4671	11	15	98.51	98.51	NUM
cana-4671	11	16	%	%	NOUN
cana-4671	11	17	.	.	PUNCT
cana-4671	12	1	keywords	keyword	NOUN
cana-4671	12	2	:	:	PUNCT
cana-4671	12	3	hand	hand	NOUN
cana-4671	12	4	gesture	gesture	NOUN
cana-4671	12	5	recognition	recognition	NOUN
cana-4671	12	6	;	;	PUNCT
cana-4671	12	7	computer	computer	NOUN
cana-4671	12	8	vision	vision	NOUN
cana-4671	12	9	;	;	PUNCT
cana-4671	12	10	artificial	artificial	ADJ
cana-4671	12	11	neural	neural	ADJ
cana-4671	12	12	networks	network	NOUN
cana-4671	12	13	;	;	PUNCT
cana-4671	12	14	multilingual	multilingual	ADJ
cana-4671	12	15	translation	translation	NOUN
cana-4671	12	16	.	.	PUNCT
cana-4671	13	1	1.0	1.0	NUM
cana-4671	13	2	introduction	introduction	NOUN
cana-4671	13	3	the	the	DET
cana-4671	13	4	deaf	deaf	ADJ
cana-4671	13	5	and	and	CCONJ
cana-4671	13	6	hard	hard	ADJ
cana-4671	13	7	-	-	PUNCT
cana-4671	13	8	of	of	ADP
cana-4671	13	9	-	-	PUNCT
cana-4671	13	10	hearing	hearing	NOUN
cana-4671	13	11	community	community	NOUN
cana-4671	13	12	is	be	AUX
cana-4671	13	13	over	over	ADP
cana-4671	13	14	five	five	NUM
cana-4671	13	15	percent	percent	NOUN
cana-4671	13	16	of	of	ADP
cana-4671	13	17	the	the	DET
cana-4671	13	18	global	global	ADJ
cana-4671	13	19	population	population	NOUN
cana-4671	13	20	,	,	PUNCT
cana-4671	13	21	according	accord	VERB
cana-4671	13	22	to	to	ADP
cana-4671	13	23	estimates	estimate	NOUN
cana-4671	13	24	,	,	PUNCT
cana-4671	13	25	and	and	CCONJ
cana-4671	13	26	this	this	PRON
cana-4671	13	27	is	be	AUX
cana-4671	13	28	why	why	SCONJ
cana-4671	13	29	sign	sign	NOUN
cana-4671	13	30	languages	language	NOUN
cana-4671	13	31	play	play	VERB
cana-4671	13	32	a	a	DET
cana-4671	13	33	significant	significant	ADJ
cana-4671	13	34	role	role	NOUN
cana-4671	13	35	in	in	ADP
cana-4671	13	36	this	this	DET
cana-4671	13	37	community	community	NOUN
cana-4671	13	38	.	.	PUNCT
cana-4671	14	1	the	the	DET
cana-4671	14	2	difficulties	difficulty	NOUN
cana-4671	14	3	they	they	PRON
cana-4671	14	4	experience	experience	VERB
cana-4671	14	5	are	be	AUX
cana-4671	14	6	the	the	DET
cana-4671	14	7	necessity	necessity	NOUN
cana-4671	14	8	to	to	PART
cana-4671	14	9	communicate	communicate	VERB
cana-4671	14	10	those	those	PRON
cana-4671	14	11	who	who	PRON
cana-4671	14	12	are	be	AUX
cana-4671	14	13	unaware	unaware	ADJ
cana-4671	14	14	of	of	ADP
cana-4671	14	15	the	the	DET
cana-4671	14	16	use	use	NOUN
cana-4671	14	17	of	of	ADP
cana-4671	14	18	sign	sign	NOUN
cana-4671	14	19	language	language	NOUN
cana-4671	14	20	.	.	PUNCT
cana-4671	15	1	written	write	VERB
cana-4671	15	2	communication	communication	NOUN
cana-4671	15	3	could	could	AUX
cana-4671	15	4	be	be	AUX
cana-4671	15	5	used	use	VERB
cana-4671	15	6	,	,	PUNCT
cana-4671	15	7	but	but	CCONJ
cana-4671	15	8	it	it	PRON
cana-4671	15	9	tends	tend	VERB
cana-4671	15	10	to	to	PART
cana-4671	15	11	be	be	AUX
cana-4671	15	12	quite	quite	ADV
cana-4671	15	13	slow	slow	ADJ
cana-4671	15	14	and	and	CCONJ
cana-4671	15	15	ineffective	ineffective	ADJ
cana-4671	15	16	in	in	ADP
cana-4671	15	17	day	day	NOUN
cana-4671	15	18	to	to	ADP
cana-4671	15	19	day	day	NOUN
cana-4671	15	20	lives	life	NOUN
cana-4671	15	21	.	.	PUNCT
cana-4671	16	1	hiring	hire	VERB
cana-4671	16	2	a	a	DET
cana-4671	16	3	professional	professional	ADJ
cana-4671	16	4	sign	sign	NOUN
cana-4671	16	5	language	language	NOUN
cana-4671	16	6	interpreter	interpreter	NOUN
cana-4671	16	7	is	be	AUX
cana-4671	16	8	an	an	DET
cana-4671	16	9	alternative	alternative	ADJ
cana-4671	16	10	method	method	NOUN
cana-4671	16	11	,	,	PUNCT
cana-4671	16	12	but	but	CCONJ
cana-4671	16	13	only	only	ADV
cana-4671	16	14	in	in	ADP
cana-4671	16	15	a	a	DET
cana-4671	16	16	few	few	ADJ
cana-4671	16	17	cases	case	NOUN
cana-4671	16	18	,	,	PUNCT
cana-4671	16	19	it	it	PRON
cana-4671	16	20	remains	remain	VERB
cana-4671	16	21	possible	possible	ADJ
cana-4671	16	22	when	when	SCONJ
cana-4671	16	23	engaged	engage	VERB
cana-4671	16	24	in	in	ADP
cana-4671	16	25	everyday	everyday	ADJ
cana-4671	16	26	life	life	NOUN
cana-4671	16	27	.	.	PUNCT
cana-4671	17	1	languages	language	NOUN
cana-4671	17	2	that	that	PRON
cana-4671	17	3	are	be	AUX
cana-4671	17	4	conveyed	convey	VERB
cana-4671	17	5	through	through	ADP
cana-4671	17	6	signs	sign	NOUN
cana-4671	17	7	are	be	AUX
cana-4671	17	8	recognised	recognise	VERB
cana-4671	17	9	as	as	ADP
cana-4671	17	10	fully	fully	ADV
cana-4671	17	11	distinct	distinct	ADJ
cana-4671	17	12	languages	language	NOUN
cana-4671	17	13	in	in	ADP
cana-4671	17	14	which	which	DET
cana-4671	17	15	area	area	NOUN
cana-4671	17	16	,	,	PUNCT
cana-4671	17	17	exhibiting	exhibit	VERB
cana-4671	17	18	their	their	PRON
cana-4671	17	19	distinct	distinct	ADJ
cana-4671	17	20	rules	rule	NOUN
cana-4671	17	21	and	and	CCONJ
cana-4671	17	22	syntax	syntax	NOUN
cana-4671	17	23	.	.	PUNCT
cana-4671	18	1	for	for	ADP
cana-4671	18	2	instance	instance	NOUN
cana-4671	18	3	,	,	PUNCT
cana-4671	18	4	american	american	PROPN
cana-4671	18	5	sign	sign	PROPN
cana-4671	18	6	language	language	PROPN
cana-4671	18	7	(	(	PUNCT
cana-4671	18	8	asl	asl	NOUN
cana-4671	18	9	)	)	PUNCT
cana-4671	18	10	becomes	become	VERB
cana-4671	18	11	difficult	difficult	ADJ
cana-4671	18	12	to	to	PART
cana-4671	18	13	understand	understand	VERB
cana-4671	18	14	by	by	ADP
cana-4671	18	15	british	british	ADJ
cana-4671	18	16	sign	sign	PROPN
cana-4671	18	17	language	language	NOUN
cana-4671	18	18	(	(	PUNCT
cana-4671	18	19	bsl	bsl	NOUN
cana-4671	18	20	)	)	PUNCT
cana-4671	18	21	users	user	NOUN
cana-4671	18	22	and	and	CCONJ
cana-4671	18	23	vice	vice	ADV
cana-4671	18	24	versa	versa	ADV
cana-4671	18	25	.	.	PUNCT
cana-4671	19	1	asl	asl	NOUN
cana-4671	19	2	is	be	AUX
cana-4671	19	3	simple	simple	ADJ
cana-4671	19	4	to	to	PART
cana-4671	19	5	transcribe	transcribe	VERB
cana-4671	19	6	,	,	PUNCT
cana-4671	19	7	it	it	PRON
cana-4671	19	8	is	be	AUX
cana-4671	19	9	the	the	DET
cana-4671	19	10	most	most	ADV
cana-4671	19	11	popular	popular	ADJ
cana-4671	19	12	sign	sign	NOUN
cana-4671	19	13	language	language	NOUN
cana-4671	19	14	across	across	ADP
cana-4671	19	15	the	the	DET
cana-4671	19	16	world	world	NOUN
cana-4671	19	17	and	and	CCONJ
cana-4671	19	18	is	be	AUX
cana-4671	19	19	communications	communication	NOUN
cana-4671	19	20	on	on	ADP
cana-4671	19	21	applied	apply	VERB
cana-4671	19	22	nonlinear	nonlinear	ADJ
cana-4671	19	23	analysis	analysis	NOUN
cana-4671	19	24	issn	issn	NOUN
cana-4671	19	25	:	:	PUNCT
cana-4671	19	26	1074	1074	NUM
cana-4671	19	27	-	-	PUNCT
cana-4671	19	28	133x	133x	NUM
cana-4671	19	29	vol	vol	NOUN
cana-4671	19	30	32	32	NUM
cana-4671	19	31	no	no	NOUN
cana-4671	19	32	.	.	PUNCT
cana-4671	20	1	9s	9s	NUM
cana-4671	20	2	(	(	PUNCT
cana-4671	20	3	2025	2025	NUM
cana-4671	20	4	)	)	PUNCT
cana-4671	20	5	3171	3171	NUM
cana-4671	21	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	21	2	accepted	accept	VERB
cana-4671	21	3	by	by	ADP
cana-4671	21	4	the	the	DET
cana-4671	21	5	deaf	deaf	ADJ
cana-4671	21	6	community	community	NOUN
cana-4671	21	7	.	.	PUNCT
cana-4671	22	1	30	30	NUM
cana-4671	22	2	each	each	DET
cana-4671	22	3	sign	sign	NOUN
cana-4671	22	4	language	language	NOUN
cana-4671	22	5	strengthens	strengthen	VERB
cana-4671	22	6	the	the	DET
cana-4671	22	7	global	global	ADJ
cana-4671	22	8	deaf	deaf	ADJ
cana-4671	22	9	community	community	NOUN
cana-4671	22	10	by	by	ADP
cana-4671	22	11	focusing	focus	VERB
cana-4671	22	12	on	on	ADP
cana-4671	22	13	the	the	DET
cana-4671	22	14	unique	unique	ADJ
cana-4671	22	15	history	history	NOUN
cana-4671	22	16	and	and	CCONJ
cana-4671	22	17	culture	culture	NOUN
cana-4671	22	18	of	of	ADP
cana-4671	22	19	its	its	PRON
cana-4671	22	20	users	user	NOUN
cana-4671	22	21	independently	independently	ADV
cana-4671	22	22	across	across	ADP
cana-4671	22	23	the	the	DET
cana-4671	22	24	world	world	NOUN
cana-4671	22	25	.	.	PUNCT
cana-4671	23	1	existing	exist	VERB
cana-4671	23	2	sign	sign	NOUN
cana-4671	23	3	language	language	NOUN
cana-4671	23	4	recognition	recognition	NOUN
cana-4671	23	5	methods	method	NOUN
cana-4671	23	6	have	have	VERB
cana-4671	23	7	several	several	ADJ
cana-4671	23	8	limitations	limitation	NOUN
cana-4671	23	9	in	in	ADP
cana-4671	23	10	their	their	PRON
cana-4671	23	11	efficiency	efficiency	NOUN
cana-4671	23	12	and	and	CCONJ
cana-4671	23	13	usability	usability	NOUN
cana-4671	23	14	.	.	PUNCT
cana-4671	24	1	the	the	DET
cana-4671	24	2	lack	lack	NOUN
cana-4671	24	3	of	of	ADP
cana-4671	24	4	background	background	NOUN
cana-4671	24	5	noise	noise	NOUN
cana-4671	24	6	detection	detection	NOUN
cana-4671	24	7	results	result	VERB
cana-4671	24	8	in	in	ADP
cana-4671	24	9	interference	interference	NOUN
cana-4671	24	10	during	during	ADP
cana-4671	24	11	recognition	recognition	NOUN
cana-4671	24	12	,	,	PUNCT
cana-4671	24	13	which	which	PRON
cana-4671	24	14	is	be	AUX
cana-4671	24	15	a	a	DET
cana-4671	24	16	major	major	ADJ
cana-4671	24	17	issue	issue	NOUN
cana-4671	24	18	in	in	ADP
cana-4671	24	19	gesture	gesture	NOUN
cana-4671	24	20	recognition	recognition	NOUN
cana-4671	24	21	.	.	PUNCT
cana-4671	25	1	hand	hand	NOUN
cana-4671	25	2	gestures	gesture	NOUN
cana-4671	25	3	are	be	AUX
cana-4671	25	4	also	also	ADV
cana-4671	25	5	usually	usually	ADV
cana-4671	25	6	not	not	PART
cana-4671	25	7	dynamically	dynamically	ADV
cana-4671	25	8	responsive	responsive	ADJ
cana-4671	25	9	,	,	PUNCT
cana-4671	25	10	causing	cause	VERB
cana-4671	25	11	delays	delay	NOUN
cana-4671	25	12	in	in	ADP
cana-4671	25	13	communication	communication	NOUN
cana-4671	25	14	with	with	ADP
cana-4671	25	15	the	the	DET
cana-4671	25	16	user	user	NOUN
cana-4671	25	17	experience	experience	NOUN
cana-4671	25	18	.	.	PUNCT
cana-4671	26	1	the	the	DET
cana-4671	26	2	inability	inability	NOUN
cana-4671	26	3	to	to	PART
cana-4671	26	4	recognise	recognise	VERB
cana-4671	26	5	some	some	DET
cana-4671	26	6	sign	sign	NOUN
cana-4671	26	7	language	language	NOUN
cana-4671	26	8	gestures	gesture	NOUN
cana-4671	26	9	accurately	accurately	ADV
cana-4671	26	10	further	far	ADV
cana-4671	26	11	degrades	degrade	VERB
cana-4671	26	12	system	system	NOUN
cana-4671	26	13	reliability	reliability	NOUN
cana-4671	26	14	.	.	PUNCT
cana-4671	27	1	most	most	ADJ
cana-4671	27	2	of	of	ADP
cana-4671	27	3	these	these	DET
cana-4671	27	4	solutions	solution	NOUN
cana-4671	27	5	are	be	AUX
cana-4671	27	6	dependent	dependent	ADJ
cana-4671	27	7	on	on	ADP
cana-4671	27	8	high	high	ADJ
cana-4671	27	9	-	-	PUNCT
cana-4671	27	10	end	end	NOUN
cana-4671	27	11	hardware	hardware	NOUN
cana-4671	27	12	,	,	PUNCT
cana-4671	27	13	thus	thus	ADV
cana-4671	27	14	being	be	AUX
cana-4671	27	15	expensive	expensive	ADJ
cana-4671	27	16	and	and	CCONJ
cana-4671	27	17	out	out	ADP
cana-4671	27	18	of	of	ADP
cana-4671	27	19	reach	reach	NOUN
cana-4671	27	20	for	for	ADP
cana-4671	27	21	a	a	DET
cana-4671	27	22	larger	large	ADJ
cana-4671	27	23	population	population	NOUN
cana-4671	27	24	.	.	PUNCT
cana-4671	28	1	however	however	ADV
cana-4671	28	2	,	,	PUNCT
cana-4671	28	3	proposed	propose	VERB
cana-4671	28	4	work	work	NOUN
cana-4671	28	5	has	have	VERB
cana-4671	28	6	the	the	DET
cana-4671	28	7	ability	ability	NOUN
cana-4671	28	8	to	to	PART
cana-4671	28	9	provide	provide	VERB
cana-4671	28	10	effective	effective	ADJ
cana-4671	28	11	background	background	NOUN
cana-4671	28	12	clearance	clearance	NOUN
cana-4671	28	13	,	,	PUNCT
cana-4671	28	14	improving	improve	VERB
cana-4671	28	15	the	the	DET
cana-4671	28	16	accuracy	accuracy	NOUN
cana-4671	28	17	of	of	ADP
cana-4671	28	18	gesture	gesture	NOUN
cana-4671	28	19	recognition	recognition	NOUN
cana-4671	28	20	in	in	ADP
cana-4671	28	21	complex	complex	ADJ
cana-4671	28	22	environments	environment	NOUN
cana-4671	28	23	.	.	PUNCT
cana-4671	29	1	additionally	additionally	ADV
cana-4671	29	2	,	,	PUNCT
cana-4671	29	3	these	these	DET
cana-4671	29	4	gestures	gesture	NOUN
cana-4671	29	5	allow	allow	VERB
cana-4671	29	6	interactive	interactive	ADJ
cana-4671	29	7	and	and	CCONJ
cana-4671	29	8	faster	fast	ADJ
cana-4671	29	9	communication	communication	NOUN
cana-4671	29	10	,	,	PUNCT
cana-4671	29	11	engaging	engage	VERB
cana-4671	29	12	the	the	DET
cana-4671	29	13	user	user	NOUN
cana-4671	29	14	in	in	ADP
cana-4671	29	15	a	a	DET
cana-4671	29	16	better	well	ADJ
cana-4671	29	17	way	way	NOUN
cana-4671	29	18	.	.	PUNCT
cana-4671	30	1	in	in	ADP
cana-4671	30	2	the	the	DET
cana-4671	30	3	proposed	propose	VERB
cana-4671	30	4	system	system	NOUN
cana-4671	30	5	,	,	PUNCT
cana-4671	30	6	the	the	DET
cana-4671	30	7	model	model	NOUN
cana-4671	30	8	's	's	PART
cana-4671	30	9	accuracy	accuracy	NOUN
cana-4671	30	10	was	be	AUX
cana-4671	30	11	highly	highly	ADV
cana-4671	30	12	boosted	boost	VERB
cana-4671	30	13	in	in	ADP
cana-4671	30	14	terms	term	NOUN
cana-4671	30	15	of	of	ADP
cana-4671	30	16	hand	hand	NOUN
cana-4671	30	17	gesture	gesture	NOUN
cana-4671	30	18	recognition	recognition	NOUN
cana-4671	30	19	by	by	ADP
cana-4671	30	20	relying	rely	VERB
cana-4671	30	21	on	on	ADP
cana-4671	30	22	the	the	DET
cana-4671	30	23	mediapipe	mediapipe	NOUN
cana-4671	30	24	tool	tool	NOUN
cana-4671	30	25	.	.	PUNCT
cana-4671	31	1	it	it	PRON
cana-4671	31	2	connects	connect	VERB
cana-4671	31	3	the	the	DET
cana-4671	31	4	dots	dot	NOUN
cana-4671	31	5	between	between	ADP
cana-4671	31	6	the	the	DET
cana-4671	31	7	key	key	ADJ
cana-4671	31	8	segments	segment	NOUN
cana-4671	31	9	of	of	ADP
cana-4671	31	10	the	the	DET
cana-4671	31	11	hand	hand	NOUN
cana-4671	31	12	,	,	PUNCT
cana-4671	31	13	helping	help	VERB
cana-4671	31	14	to	to	PART
cana-4671	31	15	detect	detect	VERB
cana-4671	31	16	and	and	CCONJ
cana-4671	31	17	track	track	VERB
cana-4671	31	18	better	well	ADV
cana-4671	31	19	,	,	PUNCT
cana-4671	31	20	which	which	PRON
cana-4671	31	21	leads	lead	VERB
cana-4671	31	22	to	to	ADP
cana-4671	31	23	much	much	ADV
cana-4671	31	24	more	more	ADV
cana-4671	31	25	reliable	reliable	ADJ
cana-4671	31	26	feature	feature	NOUN
cana-4671	31	27	extraction	extraction	NOUN
cana-4671	31	28	.	.	PUNCT
cana-4671	32	1	by	by	ADP
cana-4671	32	2	concentrating	concentrate	VERB
cana-4671	32	3	on	on	ADP
cana-4671	32	4	the	the	DET
cana-4671	32	5	touch	touch	NOUN
cana-4671	32	6	points	point	NOUN
cana-4671	32	7	,	,	PUNCT
cana-4671	32	8	this	this	DET
cana-4671	32	9	tool	tool	NOUN
cana-4671	32	10	managed	manage	VERB
cana-4671	32	11	to	to	PART
cana-4671	32	12	improve	improve	VERB
cana-4671	32	13	gesture	gesture	NOUN
cana-4671	32	14	recognition	recognition	NOUN
cana-4671	32	15	accuracy	accuracy	NOUN
cana-4671	32	16	by	by	ADP
cana-4671	32	17	providing	provide	VERB
cana-4671	32	18	adequate	adequate	ADJ
cana-4671	32	19	information	information	NOUN
cana-4671	32	20	about	about	ADP
cana-4671	32	21	the	the	DET
cana-4671	32	22	palm	palm	NOUN
cana-4671	32	23	’s	’s	PART
cana-4671	32	24	position	position	NOUN
cana-4671	32	25	,	,	PUNCT
cana-4671	32	26	angle	angle	NOUN
cana-4671	32	27	,	,	PUNCT
cana-4671	32	28	and	and	CCONJ
cana-4671	32	29	other	other	ADJ
cana-4671	32	30	essential	essential	ADJ
cana-4671	32	31	parameters	parameter	NOUN
cana-4671	32	32	2.0	2.0	NUM
cana-4671	32	33	literature	literature	NOUN
cana-4671	32	34	survey	survey	NOUN
cana-4671	32	35	:	:	PUNCT
cana-4671	32	36	prasanthi	prasanthi	PROPN
cana-4671	32	37	y	y	PROPN
cana-4671	32	38	et	et	PROPN
cana-4671	32	39	al	al	PROPN
cana-4671	32	40	.	.	PROPN
cana-4671	33	1	(	(	PUNCT
cana-4671	33	2	2023	2023	NUM
cana-4671	33	3	)	)	PUNCT
cana-4671	34	1	[	[	X
cana-4671	34	2	1	1	NUM
cana-4671	34	3	]	]	PUNCT
cana-4671	34	4	,	,	PUNCT
cana-4671	34	5	developed	develop	VERB
cana-4671	34	6	a	a	DET
cana-4671	34	7	visual	visual	ADJ
cana-4671	34	8	sign	sign	NOUN
cana-4671	34	9	language	language	NOUN
cana-4671	34	10	recognition	recognition	NOUN
cana-4671	34	11	system	system	NOUN
cana-4671	34	12	using	use	VERB
cana-4671	34	13	[	[	X
cana-4671	34	14	9	9	NUM
cana-4671	34	15	]	]	PUNCT
cana-4671	34	16	a	a	DET
cana-4671	34	17	convolutional	convolutional	ADJ
cana-4671	34	18	neural	neural	ADJ
cana-4671	34	19	networks	network	NOUN
cana-4671	34	20	(	(	PUNCT
cana-4671	34	21	cnn	cnn	PROPN
cana-4671	34	22	)	)	PUNCT
cana-4671	34	23	to	to	PART
cana-4671	34	24	recognize	recognize	VERB
cana-4671	34	25	hand	hand	NOUN
cana-4671	34	26	gestures	gesture	NOUN
cana-4671	34	27	from	from	ADP
cana-4671	34	28	webcam	webcam	NOUN
cana-4671	34	29	images	image	NOUN
cana-4671	34	30	.	.	PUNCT
cana-4671	35	1	the	the	DET
cana-4671	35	2	system	system	NOUN
cana-4671	35	3	processes	process	VERB
cana-4671	35	4	real	real	ADJ
cana-4671	35	5	-	-	PUNCT
cana-4671	35	6	time	time	NOUN
cana-4671	35	7	gestures	gesture	NOUN
cana-4671	35	8	and	and	CCONJ
cana-4671	35	9	displays	display	VERB
cana-4671	35	10	their	their	PRON
cana-4671	35	11	meaning	meaning	NOUN
cana-4671	35	12	as	as	ADP
cana-4671	35	13	text	text	NOUN
cana-4671	35	14	,	,	PUNCT
cana-4671	35	15	facilitating	facilitate	VERB
cana-4671	35	16	communication	communication	NOUN
cana-4671	35	17	for	for	ADP
cana-4671	35	18	the	the	DET
cana-4671	35	19	deaf	deaf	ADJ
cana-4671	35	20	and	and	CCONJ
cana-4671	35	21	hard	hard	ADJ
cana-4671	35	22	-	-	PUNCT
cana-4671	35	23	of	of	ADP
cana-4671	35	24	-	-	PUNCT
cana-4671	35	25	hearing	hearing	NOUN
cana-4671	35	26	community	community	NOUN
cana-4671	35	27	.	.	PUNCT
cana-4671	36	1	by	by	ADP
cana-4671	36	2	relying	rely	VERB
cana-4671	36	3	on	on	ADP
cana-4671	36	4	cameras	camera	NOUN
cana-4671	36	5	instead	instead	ADV
cana-4671	36	6	of	of	ADP
cana-4671	36	7	sensors	sensor	NOUN
cana-4671	36	8	,	,	PUNCT
cana-4671	36	9	the	the	DET
cana-4671	36	10	system	system	NOUN
cana-4671	36	11	is	be	AUX
cana-4671	36	12	cost	cost	NOUN
cana-4671	36	13	-	-	PUNCT
cana-4671	36	14	effective	effective	ADJ
cana-4671	36	15	and	and	CCONJ
cana-4671	36	16	robust	robust	ADJ
cana-4671	36	17	in	in	ADP
cana-4671	36	18	gesture	gesture	NOUN
cana-4671	36	19	recognition	recognition	NOUN
cana-4671	36	20	,	,	PUNCT
cana-4671	36	21	making	make	VERB
cana-4671	36	22	it	it	PRON
cana-4671	36	23	an	an	DET
cana-4671	36	24	efficient	efficient	ADJ
cana-4671	36	25	communication	communication	NOUN
cana-4671	36	26	tool	tool	NOUN
cana-4671	36	27	.	.	PUNCT
cana-4671	37	1	kanchan	kanchan	PROPN
cana-4671	37	2	dabre	dabre	PROPN
cana-4671	37	3	et	et	PROPN
cana-4671	37	4	al	al	PROPN
cana-4671	37	5	.	.	PROPN
cana-4671	38	1	(	(	PUNCT
cana-4671	38	2	2021	2021	NUM
cana-4671	38	3	)	)	PUNCT
cana-4671	39	1	[	[	X
cana-4671	39	2	2	2	NUM
cana-4671	39	3	]	]	PUNCT
cana-4671	39	4	,	,	PUNCT
cana-4671	39	5	developed	develop	VERB
cana-4671	39	6	image	image	NOUN
cana-4671	39	7	processing	processing	NOUN
cana-4671	39	8	based	base	VERB
cana-4671	39	9	interpretation	interpretation	NOUN
cana-4671	39	10	for	for	ADP
cana-4671	39	11	indian	indian	ADJ
cana-4671	39	12	sign	sign	NOUN
cana-4671	39	13	language	language	NOUN
cana-4671	39	14	.	.	PUNCT
cana-4671	40	1	it	it	PRON
cana-4671	40	2	captures	capture	VERB
cana-4671	40	3	hand	hand	NOUN
cana-4671	40	4	gestures	gesture	NOUN
cana-4671	40	5	from	from	ADP
cana-4671	40	6	webcam	webcam	NOUN
cana-4671	40	7	footage	footage	NOUN
cana-4671	40	8	and	and	CCONJ
cana-4671	40	9	converts	convert	VERB
cana-4671	40	10	them	they	PRON
cana-4671	40	11	into	into	ADP
cana-4671	40	12	text	text	NOUN
cana-4671	40	13	and	and	CCONJ
cana-4671	40	14	speech	speech	NOUN
cana-4671	40	15	in	in	ADP
cana-4671	40	16	real	real	ADJ
cana-4671	40	17	-	-	PUNCT
cana-4671	40	18	time	time	NOUN
cana-4671	40	19	without	without	ADP
cana-4671	40	20	requiring	require	VERB
cana-4671	40	21	gloves	glove	NOUN
cana-4671	40	22	or	or	CCONJ
cana-4671	40	23	sensors	sensor	NOUN
cana-4671	40	24	.	.	PUNCT
cana-4671	41	1	the	the	DET
cana-4671	41	2	system	system	NOUN
cana-4671	41	3	uses	use	VERB
cana-4671	41	4	the	the	DET
cana-4671	41	5	haar	haar	NOUN
cana-4671	41	6	cascade	cascade	NOUN
cana-4671	41	7	classifier	classifier	NOUN
cana-4671	41	8	for	for	ADP
cana-4671	41	9	gesture	gesture	NOUN
cana-4671	41	10	recognition	recognition	NOUN
cana-4671	41	11	and	and	CCONJ
cana-4671	41	12	a	a	DET
cana-4671	41	13	speech	speech	NOUN
cana-4671	41	14	synthesizer	synthesizer	NOUN
cana-4671	41	15	for	for	ADP
cana-4671	41	16	audio	audio	ADJ
cana-4671	41	17	output	output	NOUN
cana-4671	41	18	,	,	PUNCT
cana-4671	41	19	providing	provide	VERB
cana-4671	41	20	an	an	DET
cana-4671	41	21	affordable	affordable	ADJ
cana-4671	41	22	,	,	PUNCT
cana-4671	41	23	accessible	accessible	ADJ
cana-4671	41	24	solution	solution	NOUN
cana-4671	41	25	for	for	ADP
cana-4671	41	26	smoother	smooth	ADJ
cana-4671	41	27	interaction	interaction	NOUN
cana-4671	41	28	between	between	ADP
cana-4671	41	29	non	non	ADJ
cana-4671	41	30	verbal	verbal	ADJ
cana-4671	41	31	individuals	individual	NOUN
cana-4671	41	32	.	.	PUNCT
cana-4671	42	1	areesha	areesha	PROPN
cana-4671	42	2	gul	gul	PROPN
cana-4671	42	3	et	et	PROPN
cana-4671	42	4	al	al	PROPN
cana-4671	42	5	.	.	PROPN
cana-4671	42	6	(	(	PUNCT
cana-4671	42	7	2020	2020	NUM
cana-4671	42	8	)	)	PUNCT
cana-4671	43	1	[	[	X
cana-4671	43	2	3	3	NUM
cana-4671	43	3	]	]	PUNCT
cana-4671	43	4	,	,	PUNCT
cana-4671	43	5	developed	develop	VERB
cana-4671	43	6	a	a	DET
cana-4671	43	7	smart	smart	ADJ
cana-4671	43	8	two	two	NUM
cana-4671	43	9	-	-	PUNCT
cana-4671	43	10	way	way	NOUN
cana-4671	43	11	interaction	interaction	NOUN
cana-4671	43	12	system	system	NOUN
cana-4671	43	13	for	for	ADP
cana-4671	43	14	deaf	deaf	ADJ
cana-4671	43	15	&	&	CCONJ
cana-4671	43	16	dumb	dumb	ADJ
cana-4671	43	17	individuals	individual	NOUN
cana-4671	43	18	,	,	PUNCT
cana-4671	43	19	facilitating	facilitate	VERB
cana-4671	43	20	seamless	seamless	ADJ
cana-4671	43	21	interaction	interaction	NOUN
cana-4671	43	22	with	with	ADP
cana-4671	43	23	normal	normal	ADJ
cana-4671	43	24	individuals	individual	NOUN
cana-4671	43	25	.	.	PUNCT
cana-4671	44	1	using	use	VERB
cana-4671	44	2	leapmotion	leapmotion	NOUN
cana-4671	44	3	-	-	PUNCT
cana-4671	44	4	controller	controller	NOUN
cana-4671	44	5	for	for	ADP
cana-4671	44	6	gesture	gesture	NOUN
cana-4671	44	7	recognition	recognition	NOUN
cana-4671	44	8	,	,	PUNCT
cana-4671	44	9	raspberry	raspberry	NOUN
cana-4671	44	10	pi	pi	NOUN
cana-4671	44	11	for	for	ADP
cana-4671	44	12	hardware	hardware	NOUN
cana-4671	44	13	integration	integration	NOUN
cana-4671	44	14	,	,	PUNCT
cana-4671	44	15	and	and	CCONJ
cana-4671	44	16	an	an	DET
cana-4671	44	17	android	android	PROPN
cana-4671	44	18	app	app	NOUN
cana-4671	44	19	with	with	ADP
cana-4671	44	20	google	google	PROPN
cana-4671	44	21	api	api	NOUN
cana-4671	44	22	for	for	ADP
cana-4671	44	23	speech	speech	NOUN
cana-4671	44	24	-	-	PUNCT
cana-4671	44	25	to	to	ADP
cana-4671	44	26	-	-	PUNCT
cana-4671	44	27	text	text	NOUN
cana-4671	44	28	conversion	conversion	NOUN
cana-4671	44	29	,	,	PUNCT
cana-4671	44	30	the	the	DET
cana-4671	44	31	system	system	NOUN
cana-4671	44	32	allows	allow	VERB
cana-4671	44	33	real	real	ADJ
cana-4671	44	34	-	-	PUNCT
cana-4671	44	35	time	time	NOUN
cana-4671	44	36	communication	communication	NOUN
cana-4671	44	37	.	.	PUNCT
cana-4671	45	1	hand	hand	NOUN
cana-4671	45	2	gestures	gesture	NOUN
cana-4671	45	3	are	be	AUX
cana-4671	45	4	translated	translate	VERB
cana-4671	45	5	into	into	ADP
cana-4671	45	6	[	[	X
cana-4671	45	7	10	10	NUM
cana-4671	45	8	]	]	PUNCT
cana-4671	45	9	speech	speech	NOUN
cana-4671	45	10	and	and	CCONJ
cana-4671	45	11	vocalized	vocalized	ADJ
cana-4671	45	12	responses	response	NOUN
cana-4671	45	13	as	as	ADP
cana-4671	45	14	text	text	NOUN
cana-4671	45	15	.	.	PUNCT
cana-4671	46	1	bluetooth	bluetooth	PROPN
cana-4671	46	2	enables	enable	VERB
cana-4671	46	3	data	data	NOUN
cana-4671	46	4	transmission	transmission	NOUN
cana-4671	46	5	between	between	ADP
cana-4671	46	6	devices	device	NOUN
cana-4671	46	7	.	.	PUNCT
cana-4671	47	1	the	the	DET
cana-4671	47	2	system	system	NOUN
cana-4671	47	3	also	also	ADV
cana-4671	47	4	includes	include	VERB
cana-4671	47	5	emergency	emergency	NOUN
cana-4671	47	6	calling	calling	NOUN
cana-4671	47	7	and	and	CCONJ
cana-4671	47	8	location	location	NOUN
cana-4671	47	9	tracking	tracking	NOUN
cana-4671	47	10	,	,	PUNCT
cana-4671	47	11	making	make	VERB
cana-4671	47	12	it	it	PRON
cana-4671	47	13	highly	highly	ADV
cana-4671	47	14	practical	practical	ADJ
cana-4671	47	15	for	for	ADP
cana-4671	47	16	healthcare	healthcare	NOUN
cana-4671	47	17	settings	setting	NOUN
cana-4671	47	18	,	,	PUNCT
cana-4671	47	19	including	include	VERB
cana-4671	47	20	dentistry	dentistry	NOUN
cana-4671	47	21	.	.	PUNCT
cana-4671	48	1	communications	communication	NOUN
cana-4671	48	2	on	on	ADP
cana-4671	48	3	applied	apply	VERB
cana-4671	48	4	nonlinear	nonlinear	ADJ
cana-4671	48	5	analysis	analysis	NOUN
cana-4671	48	6	issn	issn	NOUN
cana-4671	48	7	:	:	PUNCT
cana-4671	48	8	1074	1074	NUM
cana-4671	48	9	-	-	PUNCT
cana-4671	48	10	133x	133x	NUM
cana-4671	48	11	vol	vol	NOUN
cana-4671	48	12	32	32	NUM
cana-4671	48	13	no	no	NOUN
cana-4671	48	14	.	.	PUNCT
cana-4671	49	1	9s	9s	NUM
cana-4671	49	2	(	(	PUNCT
cana-4671	49	3	2025	2025	NUM
cana-4671	49	4	)	)	PUNCT
cana-4671	49	5	3172	3172	NUM
cana-4671	49	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	49	7	suneetha	suneetha	PROPN
cana-4671	49	8	mopidevi	mopidevi	PROPN
cana-4671	49	9	et	et	PROPN
cana-4671	49	10	al	al	PROPN
cana-4671	49	11	.	.	PROPN
cana-4671	50	1	(	(	PUNCT
cana-4671	50	2	2023	2023	NUM
cana-4671	50	3	)	)	PUNCT
cana-4671	51	1	[	[	X
cana-4671	51	2	4	4	NUM
cana-4671	51	3	]	]	PUNCT
cana-4671	51	4	,	,	PUNCT
cana-4671	51	5	developed	develop	VERB
cana-4671	51	6	the	the	DET
cana-4671	51	7	hgrsl	hgrsl	NOUN
cana-4671	51	8	tv	tv	NOUN
cana-4671	51	9	system	system	NOUN
cana-4671	51	10	to	to	PART
cana-4671	51	11	enhance	enhance	VERB
cana-4671	51	12	communication	communication	NOUN
cana-4671	51	13	for	for	ADP
cana-4671	51	14	deaf	deaf	ADJ
cana-4671	51	15	&	&	CCONJ
cana-4671	51	16	dumb	dumb	ADJ
cana-4671	51	17	individuals	individual	NOUN
cana-4671	51	18	by	by	ADP
cana-4671	51	19	converting	convert	VERB
cana-4671	51	20	hand	hand	NOUN
cana-4671	51	21	gestures	gesture	NOUN
cana-4671	51	22	into	into	ADP
cana-4671	51	23	text	text	NOUN
cana-4671	51	24	and	and	CCONJ
cana-4671	51	25	voice	voice	NOUN
cana-4671	51	26	using	use	VERB
cana-4671	51	27	the	the	DET
cana-4671	51	28	leap	leap	PROPN
cana-4671	51	29	motion	motion	NOUN
cana-4671	51	30	controller	controller	NOUN
cana-4671	51	31	,	,	PUNCT
cana-4671	51	32	raspberry	raspberry	NOUN
cana-4671	51	33	pi	pi	NOUN
cana-4671	51	34	,	,	PUNCT
cana-4671	51	35	bluetooth	bluetooth	PROPN
cana-4671	51	36	,	,	PUNCT
cana-4671	51	37	and	and	CCONJ
cana-4671	51	38	hidden	hide	VERB
cana-4671	51	39	-	-	PUNCT
cana-4671	51	40	markov	markov	NOUN
cana-4671	51	41	-	-	PUNCT
cana-4671	51	42	model	model	NOUN
cana-4671	51	43	(	(	PUNCT
cana-4671	51	44	hmm	hmm	INTJ
cana-4671	51	45	)	)	PUNCT
cana-4671	51	46	.	.	PUNCT
cana-4671	52	1	the	the	DET
cana-4671	52	2	system	system	NOUN
cana-4671	52	3	operates	operate	VERB
cana-4671	52	4	in	in	ADP
cana-4671	52	5	real	real	ADJ
cana-4671	52	6	-	-	PUNCT
cana-4671	52	7	time	time	NOUN
cana-4671	52	8	,	,	PUNCT
cana-4671	52	9	leveraging	leverage	VERB
cana-4671	52	10	google	google	NOUN
cana-4671	52	11	's	's	PART
cana-4671	52	12	mediapipe	mediapipe	NOUN
cana-4671	52	13	framework	framework	NOUN
cana-4671	52	14	,	,	PUNCT
cana-4671	52	15	tensorflow	tensorflow	NOUN
cana-4671	52	16	,	,	PUNCT
cana-4671	52	17	opencv	opencv	PROPN
cana-4671	52	18	,	,	PUNCT
cana-4671	52	19	and	and	CCONJ
cana-4671	52	20	python	python	NOUN
cana-4671	52	21	.	.	PUNCT
cana-4671	53	1	it	it	PRON
cana-4671	53	2	captures	capture	VERB
cana-4671	53	3	hand	hand	NOUN
cana-4671	53	4	gestures	gesture	NOUN
cana-4671	53	5	,	,	PUNCT
cana-4671	53	6	identifies	identify	VERB
cana-4671	53	7	landmarks	landmark	NOUN
cana-4671	53	8	,	,	PUNCT
cana-4671	53	9	and	and	CCONJ
cana-4671	53	10	classifies	classify	VERB
cana-4671	53	11	them	they	PRON
cana-4671	53	12	with	with	ADP
cana-4671	53	13	95.7	95.7	NUM
cana-4671	53	14	%	%	NOUN
cana-4671	53	15	accuracy	accuracy	NOUN
cana-4671	53	16	for	for	ADP
cana-4671	53	17	ten	ten	NUM
cana-4671	53	18	gestures	gesture	NOUN
cana-4671	53	19	like	like	ADP
cana-4671	53	20	thumbs	thumb	NOUN
cana-4671	53	21	up	up	ADP
cana-4671	53	22	or	or	CCONJ
cana-4671	53	23	peace	peace	NOUN
cana-4671	53	24	.	.	PUNCT
cana-4671	54	1	mediapipe	mediapipe	PROPN
cana-4671	54	2	's	's	PART
cana-4671	54	3	landmark	landmark	NOUN
cana-4671	54	4	detection	detection	NOUN
cana-4671	54	5	improves	improve	VERB
cana-4671	54	6	speed	speed	NOUN
cana-4671	54	7	and	and	CCONJ
cana-4671	54	8	accuracy	accuracy	NOUN
cana-4671	54	9	over	over	ADP
cana-4671	54	10	traditional	traditional	ADJ
cana-4671	54	11	methods	method	NOUN
cana-4671	54	12	,	,	PUNCT
cana-4671	54	13	offering	offer	VERB
cana-4671	54	14	a	a	DET
cana-4671	54	15	robust	robust	ADJ
cana-4671	54	16	real	real	ADJ
cana-4671	54	17	-	-	PUNCT
cana-4671	54	18	time	time	NOUN
cana-4671	54	19	gesture	gesture	NOUN
cana-4671	54	20	recognition	recognition	NOUN
cana-4671	54	21	solution	solution	NOUN
cana-4671	54	22	.	.	PUNCT
cana-4671	55	1	mohammedali	mohammedali	PROPN
cana-4671	55	2	et	et	PROPN
cana-4671	55	3	al	al	PROPN
cana-4671	55	4	.	.	PROPN
cana-4671	55	5	(	(	PUNCT
cana-4671	55	6	2022	2022	NUM
cana-4671	55	7	)	)	PUNCT
cana-4671	56	1	[	[	X
cana-4671	56	2	5	5	NUM
cana-4671	56	3	]	]	PUNCT
cana-4671	56	4	,	,	PUNCT
cana-4671	56	5	developed	develop	VERB
cana-4671	56	6	a	a	DET
cana-4671	56	7	real	real	ADJ
cana-4671	56	8	-	-	PUNCT
cana-4671	56	9	time	time	NOUN
cana-4671	56	10	system	system	NOUN
cana-4671	56	11	focused	focus	VERB
cana-4671	56	12	on	on	ADP
cana-4671	56	13	improving	improve	VERB
cana-4671	56	14	interaction	interaction	NOUN
cana-4671	56	15	with	with	ADP
cana-4671	56	16	unhearing	unheare	VERB
cana-4671	56	17	individuals	individual	NOUN
cana-4671	56	18	using	use	VERB
cana-4671	56	19	asl	asl	PROPN
cana-4671	56	20	.	.	PUNCT
cana-4671	57	1	the	the	DET
cana-4671	57	2	system	system	NOUN
cana-4671	57	3	influences	influence	VERB
cana-4671	57	4	cnn	cnn	PROPN
cana-4671	57	5	,	,	PUNCT
cana-4671	57	6	specifically	specifically	ADV
cana-4671	57	7	the	the	DET
cana-4671	57	8	squeezenet	squeezenet	NOUN
cana-4671	57	9	module	module	NOUN
cana-4671	57	10	,	,	PUNCT
cana-4671	57	11	for	for	ADP
cana-4671	57	12	gesture	gesture	NOUN
cana-4671	57	13	recognition	recognition	NOUN
cana-4671	57	14	.	.	PUNCT
cana-4671	58	1	it	it	PRON
cana-4671	58	2	achieved	achieve	VERB
cana-4671	58	3	100	100	NUM
cana-4671	58	4	%	%	NOUN
cana-4671	58	5	accuracy	accuracy	NOUN
cana-4671	58	6	in	in	ADP
cana-4671	58	7	offline	offline	ADJ
cana-4671	58	8	testing	testing	NOUN
cana-4671	58	9	and	and	CCONJ
cana-4671	58	10	97.5	97.5	NUM
cana-4671	58	11	%	%	NOUN
cana-4671	58	12	in	in	ADP
cana-4671	58	13	real	real	ADJ
cana-4671	58	14	-	-	PUNCT
cana-4671	58	15	time	time	NOUN
cana-4671	58	16	applications	application	NOUN
cana-4671	58	17	,	,	PUNCT
cana-4671	58	18	surpassing	surpass	VERB
cana-4671	58	19	traditional	traditional	ADJ
cana-4671	58	20	methods	method	NOUN
cana-4671	58	21	like	like	ADP
cana-4671	58	22	hog	hog	NOUN
cana-4671	58	23	.	.	PUNCT
cana-4671	59	1	with	with	ADP
cana-4671	59	2	an	an	DET
cana-4671	59	3	average	average	ADJ
cana-4671	59	4	response	response	NOUN
cana-4671	59	5	time	time	NOUN
cana-4671	59	6	of	of	ADP
cana-4671	59	7	3.3	3.3	NUM
cana-4671	59	8	seconds	second	NOUN
cana-4671	59	9	,	,	PUNCT
cana-4671	59	10	the	the	DET
cana-4671	59	11	system	system	NOUN
cana-4671	59	12	captures	capture	VERB
cana-4671	59	13	gestures	gesture	NOUN
cana-4671	59	14	and	and	CCONJ
cana-4671	59	15	converts	convert	VERB
cana-4671	59	16	them	they	PRON
cana-4671	59	17	into	into	ADP
cana-4671	59	18	text	text	NOUN
cana-4671	59	19	and	and	CCONJ
cana-4671	59	20	speech	speech	NOUN
cana-4671	59	21	,	,	PUNCT
cana-4671	59	22	streamlining	streamline	VERB
cana-4671	59	23	communication	communication	NOUN
cana-4671	59	24	and	and	CCONJ
cana-4671	59	25	enhancing	enhance	VERB
cana-4671	59	26	accessibility	accessibility	NOUN
cana-4671	59	27	for	for	ADP
cana-4671	59	28	the	the	DET
cana-4671	59	29	deaf	deaf	ADJ
cana-4671	59	30	community	community	NOUN
cana-4671	59	31	.	.	PUNCT
cana-4671	60	1	table	table	NOUN
cana-4671	60	2	1	1	NUM
cana-4671	60	3	:	:	PUNCT
cana-4671	60	4	literature	literature	NOUN
cana-4671	60	5	survey	survey	NOUN
cana-4671	60	6	sno	sno	PROPN
cana-4671	60	7	authors	author	NOUN
cana-4671	60	8	techniques	technique	VERB
cana-4671	60	9	limitations	limitation	NOUN
cana-4671	60	10	1	1	NUM
cana-4671	60	11	.	.	PUNCT
cana-4671	61	1	prasanthi	prasanthi	PROPN
cana-4671	61	2	.y	.y	PROPN
cana-4671	61	3	et	et	PROPN
cana-4671	61	4	al.[1	al.[1	NOUN
cana-4671	61	5	]	]	PUNCT
cana-4671	61	6	convolutional	convolutional	ADJ
cana-4671	61	7	neural	neural	ADJ
cana-4671	61	8	network	network	NOUN
cana-4671	61	9	(	(	PUNCT
cana-4671	61	10	cnn),real	cnn),real	NOUN
cana-4671	61	11	-	-	PUNCT
cana-4671	61	12	time	time	NOUN
cana-4671	61	13	frame	frame	NOUN
cana-4671	61	14	analysis	analysis	NOUN
cana-4671	61	15	,	,	PUNCT
cana-4671	61	16	indian	indian	ADJ
cana-4671	61	17	sign	sign	NOUN
cana-4671	61	18	language	language	NOUN
cana-4671	61	19	(	(	PUNCT
cana-4671	61	20	isl	isl	PROPN
cana-4671	61	21	)	)	PUNCT
cana-4671	61	22	database	database	NOUN
cana-4671	61	23	,	,	PUNCT
cana-4671	61	24	text	text	NOUN
cana-4671	61	25	display	display	NOUN
cana-4671	61	26	•	•	ADP
cana-4671	61	27	the	the	DET
cana-4671	61	28	system	system	NOUN
cana-4671	61	29	's	's	PART
cana-4671	61	30	recognition	recognition	NOUN
cana-4671	61	31	accuracy	accuracy	NOUN
cana-4671	61	32	is	be	AUX
cana-4671	61	33	affected	affect	VERB
cana-4671	61	34	by	by	ADP
cana-4671	61	35	its	its	PRON
cana-4671	61	36	difficulty	difficulty	NOUN
cana-4671	61	37	in	in	ADP
cana-4671	61	38	distinguishing	distinguish	VERB
cana-4671	61	39	gestures	gesture	NOUN
cana-4671	61	40	overlapping	overlap	VERB
cana-4671	61	41	features	feature	NOUN
cana-4671	61	42	.	.	PUNCT
cana-4671	62	1	•	•	INTJ
cana-4671	62	2	it	it	PRON
cana-4671	62	3	is	be	AUX
cana-4671	62	4	mainly	mainly	ADV
cana-4671	62	5	designed	design	VERB
cana-4671	62	6	for	for	ADP
cana-4671	62	7	indian	indian	ADJ
cana-4671	62	8	sign	sign	NOUN
cana-4671	62	9	language	language	NOUN
cana-4671	62	10	(	(	PUNCT
cana-4671	62	11	isl	isl	PROPN
cana-4671	62	12	)	)	PUNCT
cana-4671	62	13	,	,	PUNCT
cana-4671	62	14	which	which	PRON
cana-4671	62	15	restricts	restrict	VERB
cana-4671	62	16	its	its	PRON
cana-4671	62	17	applicability	applicability	NOUN
cana-4671	62	18	to	to	ADP
cana-4671	62	19	other	other	ADJ
cana-4671	62	20	sign	sign	NOUN
cana-4671	62	21	languages	language	NOUN
cana-4671	62	22	or	or	CCONJ
cana-4671	62	23	gesture	gesture	NOUN
cana-4671	62	24	systems	system	NOUN
cana-4671	62	25	.	.	PUNCT
cana-4671	63	1	2	2	X
cana-4671	63	2	.	.	X
cana-4671	63	3	kanchan	kanchan	PROPN
cana-4671	63	4	dabre	dabre	PROPN
cana-4671	63	5	et.al.[2	et.al.[2	PROPN
cana-4671	63	6	]	]	PUNCT
cana-4671	63	7	gesture	gesture	NOUN
cana-4671	63	8	recognition	recognition	NOUN
cana-4671	63	9	using	use	VERB
cana-4671	63	10	haar	haar	NOUN
cana-4671	63	11	cascade	cascade	NOUN
cana-4671	63	12	classifier	classifier	NOUN
cana-4671	63	13	,	,	PUNCT
cana-4671	63	14	computer	computer	NOUN
cana-4671	63	15	vision	vision	NOUN
cana-4671	63	16	,	,	PUNCT
cana-4671	63	17	text	text	NOUN
cana-4671	63	18	and	and	CCONJ
cana-4671	63	19	speech	speech	NOUN
cana-4671	63	20	•	•	NOUN
cana-4671	63	21	inability	inability	NOUN
cana-4671	63	22	of	of	ADP
cana-4671	63	23	the	the	DET
cana-4671	63	24	system	system	NOUN
cana-4671	63	25	to	to	PART
cana-4671	63	26	distinguish	distinguish	VERB
cana-4671	63	27	gestures	gesture	NOUN
cana-4671	63	28	that	that	PRON
cana-4671	63	29	have	have	VERB
cana-4671	63	30	similar	similar	ADJ
cana-4671	63	31	feature	feature	NOUN
cana-4671	63	32	overlaps	overlap	NOUN
cana-4671	63	33	,	,	PUNCT
cana-4671	63	34	it	it	PRON
cana-4671	63	35	is	be	AUX
cana-4671	63	36	negatively	negatively	ADV
cana-4671	63	37	impacting	impact	VERB
cana-4671	63	38	its	its	PRON
cana-4671	63	39	performance	performance	NOUN
cana-4671	63	40	.	.	PUNCT
cana-4671	64	1	•	•	NUM
cana-4671	64	2	it	it	PRON
cana-4671	64	3	struggles	struggle	VERB
cana-4671	64	4	to	to	PART
cana-4671	64	5	recognize	recognize	VERB
cana-4671	64	6	significant	significant	ADJ
cana-4671	64	7	gestures	gesture	NOUN
cana-4671	64	8	accurately	accurately	ADV
cana-4671	64	9	in	in	ADP
cana-4671	64	10	dynamic	dynamic	ADJ
cana-4671	64	11	environment	environment	NOUN
cana-4671	64	12	.	.	PUNCT
cana-4671	65	1	communications	communication	NOUN
cana-4671	65	2	on	on	ADP
cana-4671	65	3	applied	apply	VERB
cana-4671	65	4	nonlinear	nonlinear	ADJ
cana-4671	65	5	analysis	analysis	NOUN
cana-4671	65	6	issn	issn	NOUN
cana-4671	65	7	:	:	PUNCT
cana-4671	65	8	1074	1074	NUM
cana-4671	65	9	-	-	PUNCT
cana-4671	65	10	133x	133x	NUM
cana-4671	65	11	vol	vol	NOUN
cana-4671	65	12	32	32	NUM
cana-4671	65	13	no	no	NOUN
cana-4671	65	14	.	.	PUNCT
cana-4671	66	1	9s	9s	NUM
cana-4671	66	2	(	(	PUNCT
cana-4671	66	3	2025	2025	NUM
cana-4671	66	4	)	)	PUNCT
cana-4671	66	5	3173	3173	NUM
cana-4671	66	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	66	7	3	3	X
cana-4671	66	8	.	.	PUNCT
cana-4671	66	9	areesha	areesha	PROPN
cana-4671	66	10	gul	gul	PROPN
cana-4671	66	11	et.al.[3	et.al.[3	PROPN
cana-4671	66	12	]	]	X
cana-4671	66	13	leap	leap	PROPN
cana-4671	66	14	motion	motion	NOUN
cana-4671	66	15	controller	controller	NOUN
cana-4671	66	16	,	,	PUNCT
cana-4671	66	17	raspberry	raspberry	NOUN
cana-4671	66	18	pi	pi	NOUN
cana-4671	66	19	,	,	PUNCT
cana-4671	66	20	android	android	PROPN
cana-4671	66	21	app	app	PROPN
cana-4671	66	22	with	with	ADP
cana-4671	66	23	google	google	PROPN
cana-4671	66	24	api	api	PROPN
cana-4671	66	25	,	,	PUNCT
cana-4671	66	26	bluetooth	bluetooth	PROPN
cana-4671	66	27	emergency	emergency	NOUN
cana-4671	66	28	calling	calling	NOUN
cana-4671	66	29	and	and	CCONJ
cana-4671	66	30	location	location	NOUN
cana-4671	66	31	•	•	ADP
cana-4671	66	32	the	the	DET
cana-4671	66	33	system	system	NOUN
cana-4671	66	34	depends	depend	VERB
cana-4671	66	35	on	on	ADP
cana-4671	66	36	the	the	DET
cana-4671	66	37	leap	leap	PROPN
cana-4671	66	38	motion	motion	NOUN
cana-4671	66	39	controller	controller	NOUN
cana-4671	66	40	,	,	PUNCT
cana-4671	66	41	which	which	PRON
cana-4671	66	42	may[11	may[11	NOUN
cana-4671	66	43	]	]	PUNCT
cana-4671	66	44	not	not	PART
cana-4671	66	45	perform	perform	VERB
cana-4671	66	46	well	well	ADV
cana-4671	66	47	in	in	ADP
cana-4671	66	48	low	low	ADJ
cana-4671	66	49	-	-	PUNCT
cana-4671	66	50	light	light	NOUN
cana-4671	66	51	or	or	CCONJ
cana-4671	66	52	obstructed	obstruct	VERB
cana-4671	66	53	environments	environment	NOUN
cana-4671	66	54	.	.	PUNCT
cana-4671	67	1	•	•	NUM
cana-4671	67	2	problems	problem	NOUN
cana-4671	67	3	with	with	ADP
cana-4671	67	4	bluetooth	bluetooth	PROPN
cana-4671	67	5	connectivity	connectivity	NOUN
cana-4671	67	6	can	can	AUX
cana-4671	67	7	interrupt	interrupt	VERB
cana-4671	67	8	the	the	DET
cana-4671	67	9	operation	operation	NOUN
cana-4671	67	10	of	of	ADP
cana-4671	67	11	the	the	DET
cana-4671	67	12	system	system	NOUN
cana-4671	67	13	especially	especially	ADV
cana-4671	67	14	in	in	ADP
cana-4671	67	15	situations	situation	NOUN
cana-4671	67	16	where	where	SCONJ
cana-4671	67	17	accurate	accurate	ADJ
cana-4671	67	18	and	and	CCONJ
cana-4671	67	19	constant	constant	ADJ
cana-4671	67	20	communication	communication	NOUN
cana-4671	67	21	is	be	AUX
cana-4671	67	22	needed	need	VERB
cana-4671	67	23	.	.	PUNCT
cana-4671	68	1	4	4	X
cana-4671	68	2	.	.	X
cana-4671	68	3	suneetha	suneetha	PROPN
cana-4671	68	4	mopidevi	mopidevi	PROPN
cana-4671	68	5	et.al[4	et.al[4	PROPN
cana-4671	68	6	]	]	PUNCT
cana-4671	69	1	leap	leap	PROPN
cana-4671	69	2	motion	motion	NOUN
cana-4671	69	3	controller	controller	NOUN
cana-4671	69	4	,	,	PUNCT
cana-4671	69	5	raspberry	raspberry	NOUN
cana-4671	69	6	pi	pi	NOUN
cana-4671	69	7	,	,	PUNCT
cana-4671	69	8	bluetooth	bluetooth	PROPN
cana-4671	69	9	,	,	PUNCT
cana-4671	69	10	hidden	hide	VERB
cana-4671	69	11	markov	markov	NOUN
cana-4671	69	12	model	model	NOUN
cana-4671	69	13	(	(	PUNCT
cana-4671	69	14	hmm	hmm	INTJ
cana-4671	69	15	)	)	PUNCT
cana-4671	69	16	,	,	PUNCT
cana-4671	69	17	google	google	PROPN
cana-4671	69	18	's	's	PART
cana-4671	69	19	mediapipe	mediapipe	NOUN
cana-4671	69	20	,	,	PUNCT
cana-4671	69	21	tensorflow	tensorflow	NOUN
cana-4671	69	22	and	and	CCONJ
cana-4671	69	23	opencv	opencv	PROPN
cana-4671	69	24	,	,	PUNCT
cana-4671	69	25	python	python	NOUN
cana-4671	69	26	•	•	NUM
cana-4671	69	27	limited	limit	VERB
cana-4671	69	28	to	to	ADP
cana-4671	69	29	a	a	DET
cana-4671	69	30	certain	certain	ADJ
cana-4671	69	31	number	number	NOUN
cana-4671	69	32	of	of	ADP
cana-4671	69	33	specific	specific	ADJ
cana-4671	69	34	languages	language	NOUN
cana-4671	69	35	.	.	PUNCT
cana-4671	70	1	•	•	NUM
cana-4671	70	2	reliance	reliance	NOUN
cana-4671	70	3	on	on	ADP
cana-4671	70	4	a	a	DET
cana-4671	70	5	pre	pre	ADJ
cana-4671	70	6	-	-	ADJ
cana-4671	70	7	trained	train	VERB
cana-4671	70	8	model	model	NOUN
cana-4671	70	9	but	but	CCONJ
cana-4671	70	10	not	not	PART
cana-4671	70	11	new	new	ADJ
cana-4671	70	12	or	or	CCONJ
cana-4671	70	13	uncommon	uncommon	ADJ
cana-4671	70	14	gestures	gesture	NOUN
cana-4671	70	15	that	that	PRON
cana-4671	70	16	were	be	AUX
cana-4671	70	17	not	not	PART
cana-4671	70	18	included	include	VERB
cana-4671	70	19	in	in	ADP
cana-4671	70	20	the	the	DET
cana-4671	70	21	training	training	NOUN
cana-4671	70	22	dataset	dataset	NOUN
cana-4671	70	23	.	.	PUNCT
cana-4671	71	1	5	5	X
cana-4671	71	2	.	.	X
cana-4671	71	3	a.h	a.h	PROPN
cana-4671	71	4	.	.	PROPN
cana-4671	71	5	mohammedali	mohammedali	PROPN
cana-4671	71	6	et.al[5	et.al[5	PROPN
cana-4671	71	7	]	]	PUNCT
cana-4671	71	8	convolutional	convolutional	ADJ
cana-4671	71	9	neural	neural	ADJ
cana-4671	71	10	networks	network	NOUN
cana-4671	71	11	(	(	PUNCT
cana-4671	71	12	cnn	cnn	PROPN
cana-4671	71	13	)	)	PUNCT
cana-4671	71	14	offline	offline	ADJ
cana-4671	71	15	and	and	CCONJ
cana-4671	71	16	real	real	ADJ
cana-4671	71	17	-	-	PUNCT
cana-4671	71	18	time	time	NOUN
cana-4671	71	19	testing	testing	NOUN
cana-4671	71	20	text	text	NOUN
cana-4671	71	21	and	and	CCONJ
cana-4671	71	22	speech	speech	NOUN
cana-4671	71	23	conversion	conversion	NOUN
cana-4671	71	24	comparison	comparison	NOUN
cana-4671	71	25	with	with	ADP
cana-4671	71	26	traditional	traditional	ADJ
cana-4671	71	27	methods	method	NOUN
cana-4671	71	28	•	•	INTJ
cana-4671	71	29	it	it	PRON
cana-4671	71	30	needs	need	VERB
cana-4671	71	31	a	a	DET
cana-4671	71	32	powerful	powerful	ADJ
cana-4671	71	33	hardware	hardware	NOUN
cana-4671	71	34	for	for	ADP
cana-4671	71	35	real	real	ADJ
cana-4671	71	36	-	-	PUNCT
cana-4671	71	37	time	time	NOUN
cana-4671	71	38	processing	processing	NOUN
cana-4671	71	39	,	,	PUNCT
cana-4671	71	40	creating	create	VERB
cana-4671	71	41	challenges	challenge	NOUN
cana-4671	71	42	for	for	ADP
cana-4671	71	43	the	the	DET
cana-4671	71	44	end	end	NOUN
cana-4671	71	45	user	user	NOUN
cana-4671	71	46	.	.	PUNCT
cana-4671	72	1	•	•	NOUN
cana-4671	72	2	it	it	PRON
cana-4671	72	3	struggles	struggle	VERB
cana-4671	72	4	in	in	ADP
cana-4671	72	5	noisy	noisy	ADJ
cana-4671	72	6	or	or	CCONJ
cana-4671	72	7	uncleared	uncleared	ADJ
cana-4671	72	8	environments	environment	NOUN
cana-4671	72	9	and	and	CCONJ
cana-4671	72	10	has	have	VERB
cana-4671	72	11	trouble	trouble	NOUN
cana-4671	72	12	recognizing	recognize	VERB
cana-4671	72	13	gestures	gesture	NOUN
cana-4671	72	14	.	.	PUNCT
cana-4671	73	1	3.0	3.0	NUM
cana-4671	73	2	methodology	methodology	NOUN
cana-4671	73	3	:	:	PUNCT
cana-4671	73	4	the	the	DET
cana-4671	73	5	proposed	propose	VERB
cana-4671	73	6	work	work	NOUN
cana-4671	73	7	for	for	ADP
cana-4671	73	8	hand	hand	NOUN
cana-4671	73	9	gesture	gesture	NOUN
cana-4671	73	10	recognition	recognition	NOUN
cana-4671	74	1	[	[	X
cana-4671	74	2	7	7	X
cana-4671	74	3	]	]	PUNCT
cana-4671	74	4	in	in	ADP
cana-4671	74	5	multilingual	multilingual	ADJ
cana-4671	74	6	speech	speech	NOUN
cana-4671	74	7	comprises	comprise	VERB
cana-4671	74	8	four	four	NUM
cana-4671	74	9	phases	phase	NOUN
cana-4671	74	10	.	.	PUNCT
cana-4671	75	1	during	during	ADP
cana-4671	75	2	the	the	DET
cana-4671	75	3	initial	initial	ADJ
cana-4671	75	4	phase	phase	NOUN
cana-4671	75	5	,	,	PUNCT
cana-4671	75	6	input	input	NOUN
cana-4671	75	7	data	datum	NOUN
cana-4671	75	8	is	be	AUX
cana-4671	75	9	preprocessed	preprocesse	VERB
cana-4671	75	10	and	and	CCONJ
cana-4671	75	11	hand	hand	NOUN
cana-4671	75	12	gestures	gesture	NOUN
cana-4671	75	13	are	be	AUX
cana-4671	75	14	detected	detect	VERB
cana-4671	75	15	in	in	ADP
cana-4671	75	16	real	real	ADJ
cana-4671	75	17	time	time	NOUN
cana-4671	75	18	via	via	ADP
cana-4671	75	19	a	a	DET
cana-4671	75	20	webcam	webcam	NOUN
cana-4671	75	21	.	.	PUNCT
cana-4671	76	1	in	in	ADP
cana-4671	76	2	the	the	DET
cana-4671	76	3	second	second	ADJ
cana-4671	76	4	phase	phase	NOUN
cana-4671	76	5	,	,	PUNCT
cana-4671	76	6	the	the	DET
cana-4671	76	7	pre	pre	ADJ
cana-4671	76	8	-	-	ADJ
cana-4671	76	9	processed	processed	ADJ
cana-4671	76	10	hand	hand	NOUN
cana-4671	76	11	gestures	gesture	NOUN
cana-4671	76	12	are	be	AUX
cana-4671	76	13	utilized	utilize	VERB
cana-4671	76	14	to	to	PART
cana-4671	76	15	identify	identify	VERB
cana-4671	76	16	the	the	DET
cana-4671	76	17	alphabets	alphabet	NOUN
cana-4671	76	18	.	.	PUNCT
cana-4671	77	1	third	third	ADJ
cana-4671	77	2	phase	phase	NOUN
cana-4671	77	3	involves	involve	VERB
cana-4671	77	4	constructing	construct	VERB
cana-4671	77	5	words	word	NOUN
cana-4671	77	6	and	and	CCONJ
cana-4671	77	7	framing	frame	VERB
cana-4671	77	8	sentences	sentence	NOUN
cana-4671	77	9	by	by	ADP
cana-4671	77	10	storing	store	VERB
cana-4671	77	11	the	the	DET
cana-4671	77	12	recognized	recognize	VERB
cana-4671	77	13	signs	sign	NOUN
cana-4671	77	14	in	in	ADP
cana-4671	77	15	the	the	DET
cana-4671	77	16	buffer	buffer	NOUN
cana-4671	77	17	.	.	PUNCT
cana-4671	78	1	final	final	ADJ
cana-4671	78	2	phase	phase	NOUN
cana-4671	78	3	is	be	AUX
cana-4671	78	4	to	to	PART
cana-4671	78	5	convert	convert	VERB
cana-4671	78	6	the	the	DET
cana-4671	78	7	constructed	construct	VERB
cana-4671	78	8	sentences	sentence	NOUN
cana-4671	78	9	into	into	ADP
cana-4671	78	10	the	the	DET
cana-4671	78	11	desired	desire	VERB
cana-4671	78	12	language	language	NOUN
cana-4671	78	13	and	and	CCONJ
cana-4671	78	14	produce	produce	VERB
cana-4671	78	15	an	an	DET
cana-4671	78	16	audio	audio	ADJ
cana-4671	78	17	output	output	NOUN
cana-4671	78	18	.	.	PUNCT
cana-4671	79	1	the	the	DET
cana-4671	79	2	proposed	propose	VERB
cana-4671	79	3	work	work	NOUN
cana-4671	79	4	is	be	AUX
cana-4671	79	5	represented	represent	VERB
cana-4671	79	6	as	as	ADP
cana-4671	79	7	a	a	DET
cana-4671	79	8	diagram	diagram	NOUN
cana-4671	79	9	in	in	ADP
cana-4671	79	10	figure	figure	NOUN
cana-4671	79	11	1	1	NUM
cana-4671	79	12	.	.	PUNCT
cana-4671	80	1	communications	communication	NOUN
cana-4671	80	2	on	on	ADP
cana-4671	80	3	applied	apply	VERB
cana-4671	80	4	nonlinear	nonlinear	ADJ
cana-4671	80	5	analysis	analysis	NOUN
cana-4671	80	6	issn	issn	NOUN
cana-4671	80	7	:	:	PUNCT
cana-4671	80	8	1074	1074	NUM
cana-4671	80	9	-	-	PUNCT
cana-4671	80	10	133x	133x	NUM
cana-4671	80	11	vol	vol	NOUN
cana-4671	80	12	32	32	NUM
cana-4671	80	13	no	no	NOUN
cana-4671	80	14	.	.	PUNCT
cana-4671	81	1	9s	9s	NUM
cana-4671	81	2	(	(	PUNCT
cana-4671	81	3	2025	2025	NUM
cana-4671	81	4	)	)	PUNCT
cana-4671	81	5	3174	3174	NUM
cana-4671	81	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	81	7	fig	fig	NOUN
cana-4671	81	8	.	.	PUNCT
cana-4671	82	1	1	1	NUM
cana-4671	82	2	:	:	PUNCT
cana-4671	82	3	architecture	architecture	NOUN
cana-4671	82	4	of	of	ADP
cana-4671	82	5	proposed	propose	VERB
cana-4671	82	6	model	model	NOUN
cana-4671	82	7	3.1	3.1	NUM
cana-4671	82	8	phase-1	phase-1	NOUN
cana-4671	82	9	:	:	PUNCT
cana-4671	82	10	data	datum	NOUN
cana-4671	82	11	preprocessing	preprocessing	NOUN
cana-4671	82	12	of	of	ADP
cana-4671	82	13	hand	hand	NOUN
cana-4671	82	14	gesture	gesture	NOUN
cana-4671	82	15	in	in	ADP
cana-4671	82	16	phase	phase	NOUN
cana-4671	82	17	1	1	NUM
cana-4671	82	18	,	,	PUNCT
cana-4671	82	19	the	the	DET
cana-4671	82	20	model	model	NOUN
cana-4671	82	21	captures	capture	VERB
cana-4671	82	22	real	real	ADJ
cana-4671	82	23	-	-	PUNCT
cana-4671	82	24	time	time	NOUN
cana-4671	82	25	camera	camera	NOUN
cana-4671	82	26	input	input	NOUN
cana-4671	82	27	of	of	ADP
cana-4671	82	28	the	the	DET
cana-4671	82	29	user	user	NOUN
cana-4671	82	30	[	[	X
cana-4671	82	31	8	8	NUM
cana-4671	82	32	]	]	PUNCT
cana-4671	82	33	and	and	CCONJ
cana-4671	82	34	the	the	DET
cana-4671	82	35	surrounding	surround	VERB
cana-4671	82	36	environment	environment	NOUN
cana-4671	82	37	.	.	PUNCT
cana-4671	83	1	the	the	DET
cana-4671	83	2	input	input	NOUN
cana-4671	83	3	is	be	AUX
cana-4671	83	4	then	then	ADV
cana-4671	83	5	preprocessed	preprocesse	VERB
cana-4671	83	6	with	with	ADP
cana-4671	83	7	the	the	DET
cana-4671	83	8	help	help	NOUN
cana-4671	83	9	of	of	ADP
cana-4671	83	10	cv	cv	PROPN
cana-4671	83	11	zone	zone	NOUN
cana-4671	83	12	package	package	NOUN
cana-4671	83	13	to	to	PART
cana-4671	83	14	identify	identify	VERB
cana-4671	83	15	hand	hand	NOUN
cana-4671	83	16	gestures	gesture	NOUN
cana-4671	83	17	by	by	ADP
cana-4671	83	18	eliminating	eliminate	VERB
cana-4671	83	19	unwanted	unwanted	ADJ
cana-4671	83	20	elements	element	NOUN
cana-4671	83	21	captured	capture	VERB
cana-4671	83	22	through	through	ADP
cana-4671	83	23	real	real	ADJ
cana-4671	83	24	time	time	NOUN
cana-4671	83	25	.	.	PUNCT
cana-4671	84	1	the	the	DET
cana-4671	84	2	cv	cv	PROPN
cana-4671	84	3	zone	zone	PROPN
cana-4671	84	4	package	package	NOUN
cana-4671	84	5	specifically	specifically	ADV
cana-4671	84	6	helps	help	VERB
cana-4671	84	7	in	in	ADP
cana-4671	84	8	locating	locate	VERB
cana-4671	84	9	and	and	CCONJ
cana-4671	84	10	providing	provide	VERB
cana-4671	84	11	the	the	DET
cana-4671	84	12	coordinate	coordinate	NOUN
cana-4671	84	13	points	point	NOUN
cana-4671	84	14	of	of	ADP
cana-4671	84	15	the	the	DET
cana-4671	84	16	detected	detect	VERB
cana-4671	84	17	hand	hand	NOUN
cana-4671	84	18	in	in	ADP
cana-4671	84	19	the	the	DET
cana-4671	84	20	input	input	NOUN
cana-4671	84	21	feed	feed	NOUN
cana-4671	84	22	.	.	PUNCT
cana-4671	85	1	this	this	DET
cana-4671	85	2	segmented	segment	VERB
cana-4671	85	3	hand	hand	NOUN
cana-4671	85	4	is	be	AUX
cana-4671	85	5	then	then	ADV
cana-4671	85	6	processed	process	VERB
cana-4671	85	7	through	through	ADP
cana-4671	85	8	mediapipe	mediapipe	NOUN
cana-4671	85	9	to	to	PART
cana-4671	85	10	identify	identify	VERB
cana-4671	85	11	key	key	ADJ
cana-4671	85	12	components	component	NOUN
cana-4671	85	13	of	of	ADP
cana-4671	85	14	the	the	DET
cana-4671	85	15	hand	hand	NOUN
cana-4671	85	16	such	such	ADJ
cana-4671	85	17	as	as	ADP
cana-4671	85	18	fingertips	fingertip	NOUN
cana-4671	85	19	,	,	PUNCT
cana-4671	85	20	joints	joint	NOUN
cana-4671	85	21	,	,	PUNCT
cana-4671	85	22	and	and	CCONJ
cana-4671	85	23	[	[	X
cana-4671	85	24	8	8	NUM
cana-4671	85	25	]	]	PUNCT
cana-4671	85	26	wrist	wrist	NOUN
cana-4671	85	27	.	.	PUNCT
cana-4671	86	1	using	use	VERB
cana-4671	86	2	these	these	DET
cana-4671	86	3	components	component	NOUN
cana-4671	86	4	,	,	PUNCT
cana-4671	86	5	mediapipe	mediapipe	NOUN
cana-4671	86	6	generates	generate	VERB
cana-4671	86	7	a	a	DET
cana-4671	86	8	skeletal	skeletal	ADJ
cana-4671	86	9	model	model	NOUN
cana-4671	86	10	of	of	ADP
cana-4671	86	11	the	the	DET
cana-4671	86	12	hand	hand	NOUN
cana-4671	86	13	for	for	ADP
cana-4671	86	14	further	further	ADJ
cana-4671	86	15	analysis	analysis	NOUN
cana-4671	86	16	.	.	PUNCT
cana-4671	87	1	fig	fig	NOUN
cana-4671	87	2	.	.	PUNCT
cana-4671	88	1	2	2	NUM
cana-4671	88	2	:	:	PUNCT
cana-4671	88	3	data	datum	NOUN
cana-4671	88	4	preprocessing	preprocessing	NOUN
cana-4671	88	5	stage	stage	NOUN
cana-4671	88	6	3.2	3.2	NUM
cana-4671	88	7	phase-2	phase-2	NUM
cana-4671	88	8	:	:	PUNCT
cana-4671	88	9	recognition	recognition	NOUN
cana-4671	88	10	of	of	ADP
cana-4671	88	11	sign	sign	NOUN
cana-4671	88	12	from	from	ADP
cana-4671	88	13	the	the	DET
cana-4671	88	14	preprocessed	preprocesse	VERB
cana-4671	88	15	hand	hand	NOUN
cana-4671	88	16	gesture	gesture	NOUN
cana-4671	88	17	:	:	PUNCT
cana-4671	88	18	communications	communication	NOUN
cana-4671	88	19	on	on	ADP
cana-4671	88	20	applied	apply	VERB
cana-4671	88	21	nonlinear	nonlinear	ADJ
cana-4671	88	22	analysis	analysis	NOUN
cana-4671	88	23	issn	issn	NOUN
cana-4671	88	24	:	:	PUNCT
cana-4671	88	25	1074	1074	NUM
cana-4671	88	26	-	-	PUNCT
cana-4671	88	27	133x	133x	NUM
cana-4671	88	28	vol	vol	NOUN
cana-4671	88	29	32	32	NUM
cana-4671	88	30	no	no	NOUN
cana-4671	88	31	.	.	PUNCT
cana-4671	89	1	9s	9s	NUM
cana-4671	89	2	(	(	PUNCT
cana-4671	89	3	2025	2025	NUM
cana-4671	89	4	)	)	PUNCT
cana-4671	89	5	3175	3175	NUM
cana-4671	89	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	90	1	in	in	ADP
cana-4671	90	2	phase	phase	NOUN
cana-4671	90	3	2	2	NUM
cana-4671	90	4	,	,	PUNCT
cana-4671	90	5	the	the	DET
cana-4671	90	6	pre	pre	ADJ
cana-4671	90	7	-	-	ADJ
cana-4671	90	8	processed	process	VERB
cana-4671	90	9	hand	hand	NOUN
cana-4671	90	10	gesture	gesture	NOUN
cana-4671	90	11	is	be	AUX
cana-4671	90	12	fed	feed	VERB
cana-4671	90	13	into	into	ADP
cana-4671	90	14	the	the	DET
cana-4671	90	15	built	build	VERB
cana-4671	90	16	-	-	PUNCT
cana-4671	90	17	in	in	ADP
cana-4671	90	18	model	model	NOUN
cana-4671	90	19	,	,	PUNCT
cana-4671	90	20	i.e.	i.e.	X
cana-4671	90	21	mobile	mobile	ADJ
cana-4671	90	22	-	-	PUNCT
cana-4671	90	23	net	net	NOUN
cana-4671	90	24	and	and	CCONJ
cana-4671	90	25	convolution	convolution	NOUN
cana-4671	90	26	neural	neural	ADJ
cana-4671	90	27	networks	network	NOUN
cana-4671	90	28	.	.	PUNCT
cana-4671	91	1	the	the	DET
cana-4671	91	2	input	input	NOUN
cana-4671	91	3	data	datum	NOUN
cana-4671	91	4	of	of	ADP
cana-4671	91	5	size	size	NOUN
cana-4671	91	6	224x224x3	224x224x3	NUM
cana-4671	91	7	is	be	AUX
cana-4671	91	8	fed	feed	VERB
cana-4671	91	9	into	into	ADP
cana-4671	91	10	mobile	mobile	NOUN
cana-4671	91	11	-	-	PUNCT
cana-4671	91	12	net	net	NOUN
cana-4671	91	13	which	which	PRON
cana-4671	91	14	undergoes	undergo	VERB
cana-4671	91	15	depth	depth	NOUN
cana-4671	91	16	-	-	PUNCT
cana-4671	91	17	wise	wise	ADJ
cana-4671	91	18	convolution	convolution	NOUN
cana-4671	91	19	and	and	CCONJ
cana-4671	91	20	point	point	NOUN
cana-4671	91	21	-	-	PUNCT
cana-4671	91	22	wise	wise	ADJ
cana-4671	91	23	convolution	convolution	NOUN
cana-4671	91	24	,	,	PUNCT
cana-4671	91	25	extracting	extract	VERB
cana-4671	91	26	relevant	relevant	ADJ
cana-4671	91	27	features	feature	NOUN
cana-4671	91	28	,	,	PUNCT
cana-4671	91	29	and	and	CCONJ
cana-4671	91	30	generating	generate	VERB
cana-4671	91	31	an	an	DET
cana-4671	91	32	output	output	NOUN
cana-4671	91	33	of	of	ADP
cana-4671	91	34	size	size	NOUN
cana-4671	91	35	7x7x1024	7x7x1024	NUM
cana-4671	91	36	.	.	PUNCT
cana-4671	92	1	golabaveragepooling2d	golabaveragepooling2d	PROPN
cana-4671	92	2	is	be	AUX
cana-4671	92	3	then	then	ADV
cana-4671	92	4	performed	perform	VERB
cana-4671	92	5	on	on	ADP
cana-4671	92	6	the	the	DET
cana-4671	92	7	obtained	obtain	VERB
cana-4671	92	8	output	output	NOUN
cana-4671	92	9	using	use	VERB
cana-4671	92	10	each	each	DET
cana-4671	92	11	channel	channel	NOUN
cana-4671	92	12	’s	’s	PART
cana-4671	92	13	average	average	NOUN
cana-4671	92	14	to	to	PART
cana-4671	92	15	reduce	reduce	VERB
cana-4671	92	16	the	the	DET
cana-4671	92	17	feature	feature	NOUN
cana-4671	92	18	map	map	NOUN
cana-4671	92	19	to	to	ADP
cana-4671	92	20	(	(	PUNCT
cana-4671	92	21	1	1	NUM
cana-4671	92	22	,	,	PUNCT
cana-4671	92	23	1024	1024	NUM
cana-4671	92	24	)	)	PUNCT
cana-4671	92	25	.	.	PUNCT
cana-4671	93	1	the	the	DET
cana-4671	93	2	output	output	NOUN
cana-4671	93	3	from	from	ADP
cana-4671	93	4	the	the	DET
cana-4671	93	5	globalaveragepooling2d	globalaveragepooling2d	PROPN
cana-4671	93	6	is	be	AUX
cana-4671	93	7	then	then	ADV
cana-4671	93	8	passed	pass	VERB
cana-4671	93	9	through	through	ADP
cana-4671	93	10	a	a	DET
cana-4671	93	11	dense	dense	ADJ
cana-4671	93	12	layer	layer	NOUN
cana-4671	93	13	of	of	ADP
cana-4671	93	14	neurons	neuron	NOUN
cana-4671	93	15	(	(	PUNCT
cana-4671	93	16	512	512	NUM
cana-4671	93	17	,	,	PUNCT
cana-4671	93	18	and	and	CCONJ
cana-4671	93	19	256	256	NUM
cana-4671	93	20	neurons	neuron	NOUN
cana-4671	93	21	)	)	PUNCT
cana-4671	93	22	to	to	PART
cana-4671	93	23	identify	identify	VERB
cana-4671	93	24	specific	specific	ADJ
cana-4671	93	25	features	feature	NOUN
cana-4671	93	26	and	and	CCONJ
cana-4671	93	27	add	add	VERB
cana-4671	93	28	dropout	dropout	NOUN
cana-4671	93	29	to	to	PART
cana-4671	93	30	reduce	reduce	VERB
cana-4671	93	31	overfitting	overfitting	NOUN
cana-4671	93	32	.	.	PUNCT
cana-4671	94	1	the	the	DET
cana-4671	94	2	resultant	resultant	NOUN
cana-4671	94	3	is	be	AUX
cana-4671	94	4	then	then	ADV
cana-4671	94	5	passed	pass	VERB
cana-4671	94	6	through	through	ADP
cana-4671	94	7	the	the	DET
cana-4671	94	8	output	output	NOUN
cana-4671	94	9	layer	layer	NOUN
cana-4671	94	10	containing	contain	VERB
cana-4671	94	11	26	26	NUM
cana-4671	94	12	neurons	neuron	NOUN
cana-4671	94	13	to	to	PART
cana-4671	94	14	formulate	formulate	VERB
cana-4671	94	15	a	a	DET
cana-4671	94	16	valid	valid	ADJ
cana-4671	94	17	american	american	ADJ
cana-4671	94	18	sign	sign	PROPN
cana-4671	94	19	language	language	NOUN
cana-4671	94	20	sign	sign	NOUN
cana-4671	94	21	prediction	prediction	NOUN
cana-4671	94	22	.	.	PUNCT
cana-4671	95	1	fig	fig	NOUN
cana-4671	95	2	.	.	PUNCT
cana-4671	96	1	3	3	NUM
cana-4671	96	2	:	:	PUNCT
cana-4671	96	3	gesture	gesture	VERB
cana-4671	96	4	classification	classification	NOUN
cana-4671	96	5	3.3	3.3	NUM
cana-4671	96	6	phase-3	phase-3	NUM
cana-4671	96	7	:	:	PUNCT
cana-4671	96	8	sentence	sentence	NOUN
cana-4671	96	9	construction	construction	NOUN
cana-4671	96	10	in	in	ADP
cana-4671	96	11	phase	phase	NOUN
cana-4671	96	12	3	3	NUM
cana-4671	96	13	,	,	PUNCT
cana-4671	96	14	the	the	DET
cana-4671	96	15	predicted	predict	VERB
cana-4671	96	16	gesture	gesture	NOUN
cana-4671	96	17	is	be	AUX
cana-4671	96	18	interpreted	interpret	VERB
cana-4671	96	19	as	as	ADP
cana-4671	96	20	an	an	DET
cana-4671	96	21	alphabet	alphabet	NOUN
cana-4671	96	22	.	.	PUNCT
cana-4671	97	1	this	this	DET
cana-4671	97	2	new	new	ADJ
cana-4671	97	3	input	input	NOUN
cana-4671	97	4	is	be	AUX
cana-4671	97	5	then	then	ADV
cana-4671	97	6	stored	store	VERB
cana-4671	97	7	in	in	ADP
cana-4671	97	8	the	the	DET
cana-4671	97	9	buffer	buffer	NOUN
cana-4671	97	10	after	after	ADP
cana-4671	97	11	confirmation	confirmation	NOUN
cana-4671	97	12	.	.	PUNCT
cana-4671	98	1	this	this	DET
cana-4671	98	2	process	process	NOUN
cana-4671	98	3	repeats	repeat	VERB
cana-4671	98	4	itself	itself	PRON
cana-4671	98	5	generating	generate	VERB
cana-4671	98	6	the	the	DET
cana-4671	98	7	next	next	ADJ
cana-4671	98	8	alphabets	alphabet	NOUN
cana-4671	98	9	which	which	PRON
cana-4671	98	10	are	be	AUX
cana-4671	98	11	appended	append	VERB
cana-4671	98	12	to	to	ADP
cana-4671	98	13	the	the	DET
cana-4671	98	14	previous	previous	ADJ
cana-4671	98	15	ones	one	NOUN
cana-4671	98	16	resulting	result	VERB
cana-4671	98	17	in	in	ADP
cana-4671	98	18	words	word	NOUN
cana-4671	98	19	and	and	CCONJ
cana-4671	98	20	in	in	ADP
cana-4671	98	21	turn	turn	NOUN
cana-4671	98	22	sentences	sentence	NOUN
cana-4671	98	23	.	.	PUNCT
cana-4671	99	1	this	this	DET
cana-4671	99	2	process	process	NOUN
cana-4671	99	3	is	be	AUX
cana-4671	99	4	repeated	repeat	VERB
cana-4671	99	5	until	until	ADP
cana-4671	99	6	the	the	DET
cana-4671	99	7	end	end	NOUN
cana-4671	99	8	of	of	ADP
cana-4671	99	9	communication	communication	NOUN
cana-4671	99	10	.	.	PUNCT
cana-4671	100	1	a	a	DET
cana-4671	100	2	word	word	NOUN
cana-4671	100	3	suggestion	suggestion	NOUN
cana-4671	100	4	feature	feature	NOUN
cana-4671	100	5	is	be	AUX
cana-4671	100	6	made	make	VERB
cana-4671	100	7	available	available	ADJ
cana-4671	100	8	during	during	ADP
cana-4671	100	9	the	the	DET
cana-4671	100	10	word	word	NOUN
cana-4671	100	11	generation	generation	NOUN
cana-4671	100	12	process	process	NOUN
cana-4671	100	13	.	.	PUNCT
cana-4671	101	1	fig	fig	NOUN
cana-4671	101	2	.	.	PUNCT
cana-4671	102	1	4	4	NUM
cana-4671	102	2	:	:	PUNCT
cana-4671	102	3	sentence	sentence	NOUN
cana-4671	102	4	construction	construction	NOUN
cana-4671	102	5	phase	phase	NOUN
cana-4671	102	6	3.4	3.4	NUM
cana-4671	102	7	phase-4	phase-4	NOUN
cana-4671	102	8	:	:	PUNCT
cana-4671	102	9	translation	translation	NOUN
cana-4671	102	10	module	module	NOUN
cana-4671	102	11	in	in	ADP
cana-4671	102	12	phase	phase	NOUN
cana-4671	102	13	4	4	NUM
cana-4671	102	14	,	,	PUNCT
cana-4671	102	15	the	the	DET
cana-4671	102	16	generated	generate	VERB
cana-4671	102	17	text	text	NOUN
cana-4671	102	18	is	be	AUX
cana-4671	102	19	converted	convert	VERB
cana-4671	102	20	into	into	ADP
cana-4671	102	21	any	any	DET
cana-4671	102	22	desired	desire	VERB
cana-4671	102	23	language	language	NOUN
cana-4671	102	24	by	by	ADP
cana-4671	102	25	using	use	VERB
cana-4671	102	26	google	google	PROPN
cana-4671	102	27	translate	translate	ADJ
cana-4671	102	28	application	application	NOUN
cana-4671	102	29	programming	programming	NOUN
cana-4671	102	30	interface(api	interface(api	NOUN
cana-4671	102	31	)	)	PUNCT
cana-4671	102	32	.	.	PUNCT
cana-4671	103	1	this	this	DET
cana-4671	103	2	api	api	NOUN
cana-4671	103	3	with	with	ADP
cana-4671	103	4	the	the	DET
cana-4671	103	5	help	help	NOUN
cana-4671	103	6	of	of	ADP
cana-4671	103	7	machine	machine	NOUN
cana-4671	103	8	translation	translation	NOUN
cana-4671	103	9	technology	technology	NOUN
cana-4671	103	10	from	from	ADP
cana-4671	103	11	google	google	PROPN
cana-4671	103	12	is	be	AUX
cana-4671	103	13	used	use	VERB
cana-4671	103	14	to	to	PART
cana-4671	103	15	translate	translate	VERB
cana-4671	103	16	the	the	DET
cana-4671	103	17	constructed	construct	VERB
cana-4671	103	18	sentences	sentence	NOUN
cana-4671	103	19	into	into	ADP
cana-4671	103	20	a	a	DET
cana-4671	103	21	desired	desire	VERB
cana-4671	103	22	target	target	NOUN
cana-4671	103	23	language	language	NOUN
cana-4671	103	24	like	like	ADP
cana-4671	103	25	telugu	telugu	PROPN
cana-4671	103	26	,	,	PUNCT
cana-4671	103	27	hindi	hindi	NOUN
cana-4671	103	28	,	,	PUNCT
cana-4671	103	29	russia	russia	PROPN
cana-4671	103	30	,	,	PUNCT
cana-4671	103	31	etc	etc	X
cana-4671	103	32	.	.	X
cana-4671	103	33	,	,	PUNCT
cana-4671	103	34	the	the	DET
cana-4671	103	35	translated	translate	VERB
cana-4671	103	36	text	text	NOUN
cana-4671	103	37	is	be	AUX
cana-4671	103	38	then	then	ADV
cana-4671	103	39	sent	send	VERB
cana-4671	103	40	back	back	ADP
cana-4671	103	41	communications	communication	NOUN
cana-4671	103	42	on	on	ADP
cana-4671	103	43	applied	apply	VERB
cana-4671	103	44	nonlinear	nonlinear	ADJ
cana-4671	103	45	analysis	analysis	NOUN
cana-4671	103	46	issn	issn	NOUN
cana-4671	103	47	:	:	PUNCT
cana-4671	103	48	1074	1074	NUM
cana-4671	103	49	-	-	PUNCT
cana-4671	103	50	133x	133x	NUM
cana-4671	103	51	vol	vol	NOUN
cana-4671	103	52	32	32	NUM
cana-4671	103	53	no	no	NOUN
cana-4671	103	54	.	.	PUNCT
cana-4671	104	1	9s	9s	NUM
cana-4671	104	2	(	(	PUNCT
cana-4671	104	3	2025	2025	NUM
cana-4671	104	4	)	)	PUNCT
cana-4671	104	5	3176	3176	NUM
cana-4671	104	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	104	7	to	to	ADP
cana-4671	104	8	the	the	DET
cana-4671	104	9	interface	interface	NOUN
cana-4671	104	10	which	which	PRON
cana-4671	104	11	is	be	AUX
cana-4671	104	12	displayed	display	VERB
cana-4671	104	13	to	to	ADP
cana-4671	104	14	the	the	DET
cana-4671	104	15	user	user	NOUN
cana-4671	104	16	.	.	PUNCT
cana-4671	105	1	lastly	lastly	ADV
cana-4671	105	2	,	,	PUNCT
cana-4671	105	3	the	the	DET
cana-4671	105	4	translated	translate	VERB
cana-4671	105	5	text	text	NOUN
cana-4671	105	6	is	be	AUX
cana-4671	105	7	converted	convert	VERB
cana-4671	105	8	into	into	ADP
cana-4671	105	9	audio	audio	NOUN
cana-4671	105	10	by	by	ADP
cana-4671	105	11	using	use	VERB
cana-4671	105	12	google	google	PROPN
cana-4671	105	13	text	text	NOUN
cana-4671	105	14	to	to	ADP
cana-4671	105	15	speech	speech	NOUN
cana-4671	105	16	(	(	PUNCT
cana-4671	105	17	gtts	gtts	ADJ
cana-4671	105	18	)	)	PUNCT
cana-4671	105	19	module	module	NOUN
cana-4671	105	20	in	in	ADP
cana-4671	105	21	the	the	DET
cana-4671	105	22	selected	select	VERB
cana-4671	105	23	language	language	NOUN
cana-4671	105	24	.	.	PUNCT
cana-4671	106	1	fig	fig	NOUN
cana-4671	106	2	.	.	PUNCT
cana-4671	107	1	5	5	NUM
cana-4671	107	2	:	:	PUNCT
cana-4671	107	3	translation	translation	NOUN
cana-4671	107	4	module	module	NOUN
cana-4671	107	5	4.0	4.0	NUM
cana-4671	107	6	experimental	experimental	ADJ
cana-4671	107	7	results	result	NOUN
cana-4671	107	8	:	:	PUNCT
cana-4671	107	9	in	in	ADP
cana-4671	107	10	the	the	DET
cana-4671	107	11	proposed	propose	VERB
cana-4671	107	12	work	work	NOUN
cana-4671	107	13	,	,	PUNCT
cana-4671	107	14	the	the	DET
cana-4671	107	15	input	input	NOUN
cana-4671	107	16	dataset	dataset	NOUN
cana-4671	107	17	is	be	AUX
cana-4671	107	18	yielded	yield	VERB
cana-4671	107	19	by	by	ADP
cana-4671	107	20	the	the	DET
cana-4671	107	21	help	help	NOUN
cana-4671	107	22	of	of	ADP
cana-4671	107	23	computer	computer	NOUN
cana-4671	107	24	vision	vision	NOUN
cana-4671	107	25	zone	zone	NOUN
cana-4671	107	26	(	(	PUNCT
cana-4671	107	27	cvzone	cvzone	NOUN
cana-4671	107	28	)	)	PUNCT
cana-4671	107	29	module	module	NOUN
cana-4671	107	30	,	,	PUNCT
cana-4671	107	31	which	which	PRON
cana-4671	107	32	references	reference	VERB
cana-4671	107	33	the	the	DET
cana-4671	107	34	asl	asl	NOUN
cana-4671	107	35	to	to	PART
cana-4671	107	36	precisely	precisely	ADV
cana-4671	107	37	recognize	recognize	VERB
cana-4671	107	38	and	and	CCONJ
cana-4671	107	39	interpret	interpret	VERB
cana-4671	107	40	several	several	ADJ
cana-4671	107	41	hand	hand	NOUN
cana-4671	107	42	gestures	gesture	NOUN
cana-4671	107	43	.	.	PUNCT
cana-4671	108	1	the	the	DET
cana-4671	108	2	dataset	dataset	NOUN
cana-4671	108	3	comprises	comprise	VERB
cana-4671	108	4	468	468	NUM
cana-4671	108	5	images	image	NOUN
cana-4671	108	6	with	with	ADP
cana-4671	108	7	over	over	ADP
cana-4671	108	8	26	26	NUM
cana-4671	108	9	classes	class	NOUN
cana-4671	108	10	corresponding	correspond	VERB
cana-4671	108	11	to	to	ADP
cana-4671	108	12	different	different	ADJ
cana-4671	108	13	asl	asl	NOUN
cana-4671	108	14	signs	sign	NOUN
cana-4671	108	15	.	.	PUNCT
cana-4671	109	1	the	the	DET
cana-4671	109	2	model	model	NOUN
cana-4671	109	3	captures	capture	VERB
cana-4671	109	4	real	real	ADJ
cana-4671	109	5	-	-	PUNCT
cana-4671	109	6	time	time	NOUN
cana-4671	109	7	input	input	NOUN
cana-4671	109	8	,	,	PUNCT
cana-4671	109	9	and	and	CCONJ
cana-4671	109	10	the	the	DET
cana-4671	109	11	preprocessing	preprocessing	NOUN
cana-4671	109	12	system	system	NOUN
cana-4671	109	13	captures	capture	VERB
cana-4671	109	14	the	the	DET
cana-4671	109	15	hand	hand	NOUN
cana-4671	109	16	through	through	ADP
cana-4671	109	17	the	the	DET
cana-4671	109	18	cvzone	cvzone	NOUN
cana-4671	109	19	module	module	NOUN
cana-4671	109	20	,	,	PUNCT
cana-4671	109	21	as	as	SCONJ
cana-4671	109	22	illustrated	illustrate	VERB
cana-4671	109	23	in	in	ADP
cana-4671	109	24	figure	figure	NOUN
cana-4671	109	25	6	6	NUM
cana-4671	109	26	.	.	PUNCT
cana-4671	110	1	the	the	DET
cana-4671	110	2	detected	detect	VERB
cana-4671	110	3	hand	hand	NOUN
cana-4671	110	4	is	be	AUX
cana-4671	110	5	then	then	ADV
cana-4671	110	6	segmented	segment	VERB
cana-4671	110	7	from	from	ADP
cana-4671	110	8	the	the	DET
cana-4671	110	9	given	give	VERB
cana-4671	110	10	input	input	NOUN
cana-4671	110	11	,	,	PUNCT
cana-4671	110	12	and	and	CCONJ
cana-4671	110	13	the	the	DET
cana-4671	110	14	resulting	result	VERB
cana-4671	110	15	preprocessed	preprocesse	VERB
cana-4671	110	16	hand	hand	NOUN
cana-4671	110	17	gesture	gesture	NOUN
cana-4671	110	18	is	be	AUX
cana-4671	110	19	illustrated	illustrate	VERB
cana-4671	110	20	in	in	ADP
cana-4671	110	21	figure	figure	NOUN
cana-4671	110	22	7	7	NUM
cana-4671	110	23	.	.	PUNCT
cana-4671	110	24	subsequently	subsequently	ADV
cana-4671	110	25	,	,	PUNCT
cana-4671	110	26	the	the	DET
cana-4671	110	27	recognized	recognize	VERB
cana-4671	110	28	alphabet	alphabet	NOUN
cana-4671	110	29	is	be	AUX
cana-4671	110	30	presented	present	VERB
cana-4671	110	31	on	on	ADP
cana-4671	110	32	the	the	DET
cana-4671	110	33	screen	screen	NOUN
cana-4671	110	34	,	,	PUNCT
cana-4671	110	35	as	as	ADP
cana-4671	110	36	in	in	ADP
cana-4671	110	37	figure	figure	NOUN
cana-4671	110	38	8	8	NUM
cana-4671	110	39	.	.	PUNCT
cana-4671	111	1	with	with	ADP
cana-4671	111	2	support	support	NOUN
cana-4671	111	3	from	from	ADP
cana-4671	111	4	recognized	recognize	VERB
cana-4671	111	5	alphabets	alphabet	NOUN
cana-4671	111	6	,	,	PUNCT
cana-4671	111	7	the	the	DET
cana-4671	111	8	model	model	NOUN
cana-4671	111	9	constructs	construct	VERB
cana-4671	111	10	words	word	NOUN
cana-4671	111	11	and	and	CCONJ
cana-4671	111	12	sentences	sentence	NOUN
cana-4671	111	13	,	,	PUNCT
cana-4671	111	14	utilizing	utilize	VERB
cana-4671	111	15	the	the	DET
cana-4671	111	16	word	word	NOUN
cana-4671	111	17	suggestions	suggestion	NOUN
cana-4671	111	18	feature	feature	VERB
cana-4671	111	19	,	,	PUNCT
cana-4671	111	20	which	which	PRON
cana-4671	111	21	is	be	AUX
cana-4671	111	22	shown	show	VERB
cana-4671	111	23	in	in	ADP
cana-4671	111	24	figure	figure	NOUN
cana-4671	111	25	9	9	NUM
cana-4671	111	26	.	.	PUNCT
cana-4671	112	1	here	here	ADV
cana-4671	112	2	,	,	PUNCT
cana-4671	112	3	the	the	DET
cana-4671	112	4	language	language	NOUN
cana-4671	112	5	selection	selection	NOUN
cana-4671	112	6	option	option	NOUN
cana-4671	112	7	is	be	AUX
cana-4671	112	8	provided	provide	VERB
cana-4671	112	9	to	to	ADP
cana-4671	112	10	the	the	DET
cana-4671	112	11	user	user	NOUN
cana-4671	112	12	as	as	SCONJ
cana-4671	112	13	represented	represent	VERB
cana-4671	112	14	in	in	ADP
cana-4671	112	15	figure	figure	NOUN
cana-4671	112	16	10	10	NUM
cana-4671	112	17	.	.	PUNCT
cana-4671	113	1	the	the	DET
cana-4671	113	2	constructed	construct	VERB
cana-4671	113	3	sentence	sentence	NOUN
cana-4671	113	4	is	be	AUX
cana-4671	113	5	then	then	ADV
cana-4671	113	6	translated	translate	VERB
cana-4671	113	7	into	into	ADP
cana-4671	113	8	the	the	DET
cana-4671	113	9	selected	select	VERB
cana-4671	113	10	language	language	NOUN
cana-4671	113	11	and	and	CCONJ
cana-4671	113	12	is	be	AUX
cana-4671	113	13	displayed	display	VERB
cana-4671	113	14	on	on	ADP
cana-4671	113	15	screen	screen	NOUN
cana-4671	113	16	,	,	PUNCT
cana-4671	113	17	as	as	SCONJ
cana-4671	113	18	shown	show	VERB
cana-4671	113	19	in	in	ADP
cana-4671	113	20	figure	figure	NOUN
cana-4671	113	21	11	11	NUM
cana-4671	113	22	.	.	PUNCT
cana-4671	114	1	finally	finally	ADV
cana-4671	114	2	,	,	PUNCT
cana-4671	114	3	the	the	DET
cana-4671	114	4	translated	translate	VERB
cana-4671	114	5	sentence	sentence	NOUN
cana-4671	114	6	displayed	display	VERB
cana-4671	114	7	on	on	ADP
cana-4671	114	8	the	the	DET
cana-4671	114	9	screen	screen	NOUN
cana-4671	114	10	is	be	AUX
cana-4671	114	11	converted	convert	VERB
cana-4671	114	12	into	into	ADP
cana-4671	114	13	audio	audio	ADJ
cana-4671	114	14	output	output	NOUN
cana-4671	114	15	,	,	PUNCT
cana-4671	114	16	as	as	SCONJ
cana-4671	114	17	shown	show	VERB
cana-4671	114	18	in	in	ADP
cana-4671	114	19	figure	figure	NOUN
cana-4671	114	20	12	12	NUM
cana-4671	114	21	.	.	PUNCT
cana-4671	114	22	fig	fig	NOUN
cana-4671	114	23	6	6	NUM
cana-4671	114	24	:	:	PUNCT
cana-4671	114	25	real	real	ADJ
cana-4671	114	26	-	-	PUNCT
cana-4671	114	27	time	time	NOUN
cana-4671	114	28	input	input	NOUN
cana-4671	114	29	through	through	ADP
cana-4671	114	30	webcam	webcam	NOUN
cana-4671	114	31	communications	communication	NOUN
cana-4671	114	32	on	on	ADP
cana-4671	114	33	applied	apply	VERB
cana-4671	114	34	nonlinear	nonlinear	ADJ
cana-4671	114	35	analysis	analysis	NOUN
cana-4671	114	36	issn	issn	NOUN
cana-4671	114	37	:	:	PUNCT
cana-4671	114	38	1074	1074	NUM
cana-4671	114	39	-	-	PUNCT
cana-4671	114	40	133x	133x	NUM
cana-4671	114	41	vol	vol	NOUN
cana-4671	114	42	32	32	NUM
cana-4671	115	1	no	no	NOUN
cana-4671	115	2	.	.	PUNCT
cana-4671	116	1	9s	9s	NUM
cana-4671	116	2	(	(	PUNCT
cana-4671	116	3	2025	2025	NUM
cana-4671	116	4	)	)	PUNCT
cana-4671	116	5	3177	3177	NUM
cana-4671	116	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	116	7	fig	fig	NOUN
cana-4671	116	8	7	7	NUM
cana-4671	116	9	:	:	PUNCT
cana-4671	116	10	segmented	segment	VERB
cana-4671	116	11	hand	hand	NOUN
cana-4671	116	12	with	with	ADP
cana-4671	116	13	tracks	track	NOUN
cana-4671	116	14	fig	fig	VERB
cana-4671	116	15	8	8	NUM
cana-4671	116	16	:	:	PUNCT
cana-4671	116	17	asl	asl	NOUN
cana-4671	116	18	sign	sign	PROPN
cana-4671	116	19	recognition	recognition	PROPN
cana-4671	116	20	fig	fig	NOUN
cana-4671	116	21	9	9	NUM
cana-4671	116	22	:	:	PUNCT
cana-4671	116	23	sentence	sentence	NOUN
cana-4671	116	24	framing	framing	NOUN
cana-4671	116	25	along	along	ADP
cana-4671	116	26	with	with	ADP
cana-4671	116	27	word	word	NOUN
cana-4671	116	28	suggestions	suggestion	NOUN
cana-4671	116	29	fig	fig	NOUN
cana-4671	116	30	10	10	NUM
cana-4671	116	31	:	:	PUNCT
cana-4671	116	32	language	language	NOUN
cana-4671	116	33	selection	selection	NOUN
cana-4671	116	34	communications	communication	NOUN
cana-4671	116	35	on	on	ADP
cana-4671	116	36	applied	apply	VERB
cana-4671	116	37	nonlinear	nonlinear	ADJ
cana-4671	116	38	analysis	analysis	NOUN
cana-4671	116	39	issn	issn	NOUN
cana-4671	116	40	:	:	PUNCT
cana-4671	116	41	1074	1074	NUM
cana-4671	116	42	-	-	PUNCT
cana-4671	116	43	133x	133x	NUM
cana-4671	116	44	vol	vol	NOUN
cana-4671	116	45	32	32	NUM
cana-4671	116	46	no	no	NOUN
cana-4671	116	47	.	.	PUNCT
cana-4671	117	1	9s	9s	NUM
cana-4671	117	2	(	(	PUNCT
cana-4671	117	3	2025	2025	NUM
cana-4671	117	4	)	)	PUNCT
cana-4671	117	5	3178	3178	NUM
cana-4671	117	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	117	7	fig	fig	NOUN
cana-4671	117	8	11	11	NUM
cana-4671	117	9	:	:	PUNCT
cana-4671	117	10	translated	translate	VERB
cana-4671	117	11	sentence	sentence	NOUN
cana-4671	117	12	into	into	ADP
cana-4671	117	13	selected	select	VERB
cana-4671	117	14	language	language	NOUN
cana-4671	117	15	fig	fig	NOUN
cana-4671	117	16	12	12	NUM
cana-4671	117	17	:	:	PUNCT
cana-4671	117	18	audio	audio	ADJ
cana-4671	117	19	output	output	NOUN
cana-4671	117	20	5.0	5.0	NUM
cana-4671	117	21	result	result	NOUN
cana-4671	117	22	analysis	analysis	NOUN
cana-4671	117	23	:	:	PUNCT
cana-4671	117	24	the	the	DET
cana-4671	117	25	proposed	propose	VERB
cana-4671	117	26	model	model	NOUN
cana-4671	117	27	predicts	predict	VERB
cana-4671	117	28	the	the	DET
cana-4671	117	29	signs	sign	NOUN
cana-4671	117	30	accurately	accurately	ADV
cana-4671	117	31	by	by	ADP
cana-4671	117	32	grouping	group	VERB
cana-4671	117	33	similar	similar	ADJ
cana-4671	117	34	signs	sign	NOUN
cana-4671	117	35	on	on	ADP
cana-4671	117	36	the	the	DET
cana-4671	117	37	basis	basis	NOUN
cana-4671	117	38	of	of	ADP
cana-4671	117	39	highest	high	ADJ
cana-4671	117	40	probability	probability	NOUN
cana-4671	117	41	.	.	PUNCT
cana-4671	118	1	the	the	DET
cana-4671	118	2	accuracy	accuracy	NOUN
cana-4671	118	3	scores	score	NOUN
cana-4671	118	4	represented	represent	VERB
cana-4671	118	5	in	in	ADP
cana-4671	118	6	figure	figure	NOUN
cana-4671	118	7	13	13	NUM
cana-4671	118	8	show	show	VERB
cana-4671	118	9	how	how	SCONJ
cana-4671	118	10	reliable	reliable	ADJ
cana-4671	118	11	the	the	DET
cana-4671	118	12	model	model	NOUN
cana-4671	118	13	improves	improve	VERB
cana-4671	118	14	with	with	ADP
cana-4671	118	15	rise	rise	NOUN
cana-4671	118	16	in	in	ADP
cana-4671	118	17	number	number	NOUN
cana-4671	118	18	of	of	ADP
cana-4671	118	19	epochs	epoch	NOUN
cana-4671	118	20	and	and	CCONJ
cana-4671	118	21	is	be	AUX
cana-4671	118	22	graphically	graphically	ADV
cana-4671	118	23	represented	represent	VERB
cana-4671	118	24	in	in	ADP
cana-4671	118	25	figures	figure	NOUN
cana-4671	118	26	14	14	NUM
cana-4671	118	27	and	and	CCONJ
cana-4671	118	28	15	15	NUM
cana-4671	118	29	.	.	PUNCT
cana-4671	119	1	the	the	DET
cana-4671	119	2	resulting	result	VERB
cana-4671	119	3	accuracy	accuracy	NOUN
cana-4671	119	4	of	of	ADP
cana-4671	119	5	the	the	DET
cana-4671	119	6	introduced	introduce	VERB
cana-4671	119	7	model	model	NOUN
cana-4671	119	8	is	be	AUX
cana-4671	119	9	98.51	98.51	NUM
cana-4671	119	10	%	%	NOUN
cana-4671	119	11	.	.	PUNCT
cana-4671	120	1	this	this	PRON
cana-4671	120	2	demonstrates	demonstrate	VERB
cana-4671	120	3	the	the	DET
cana-4671	120	4	increased	increase	VERB
cana-4671	120	5	efficiency	efficiency	NOUN
cana-4671	120	6	of	of	ADP
cana-4671	120	7	the	the	DET
cana-4671	120	8	suggested	suggest	VERB
cana-4671	120	9	model	model	NOUN
cana-4671	120	10	.	.	PUNCT
cana-4671	121	1	communications	communication	NOUN
cana-4671	121	2	on	on	ADP
cana-4671	121	3	applied	apply	VERB
cana-4671	121	4	nonlinear	nonlinear	ADJ
cana-4671	121	5	analysis	analysis	NOUN
cana-4671	121	6	issn	issn	NOUN
cana-4671	121	7	:	:	PUNCT
cana-4671	121	8	1074	1074	NUM
cana-4671	121	9	-	-	PUNCT
cana-4671	121	10	133x	133x	NUM
cana-4671	121	11	vol	vol	NOUN
cana-4671	121	12	32	32	NUM
cana-4671	121	13	no	no	NOUN
cana-4671	121	14	.	.	PUNCT
cana-4671	122	1	9s	9s	NUM
cana-4671	122	2	(	(	PUNCT
cana-4671	122	3	2025	2025	NUM
cana-4671	122	4	)	)	PUNCT
cana-4671	122	5	3179	3179	NUM
cana-4671	122	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	122	7	fig	fig	NOUN
cana-4671	122	8	13	13	NUM
cana-4671	122	9	:	:	PUNCT
cana-4671	122	10	accuracy	accuracy	NOUN
cana-4671	122	11	scores	score	NOUN
cana-4671	122	12	fig	fig	VERB
cana-4671	122	13	14	14	NUM
cana-4671	122	14	:	:	PUNCT
cana-4671	122	15	graphical	graphical	ADJ
cana-4671	122	16	visualization	visualization	NOUN
cana-4671	122	17	of	of	ADP
cana-4671	122	18	accuracy	accuracy	NOUN
cana-4671	122	19	fig	fig	NOUN
cana-4671	122	20	15	15	NUM
cana-4671	122	21	:	:	PUNCT
cana-4671	122	22	graphical	graphical	ADJ
cana-4671	122	23	visualization	visualization	NOUN
cana-4671	122	24	of	of	ADP
cana-4671	122	25	losses	loss	NOUN
cana-4671	122	26	6.0	6.0	NUM
cana-4671	122	27	conclusion	conclusion	NOUN
cana-4671	122	28	:	:	PUNCT
cana-4671	122	29	this	this	DET
cana-4671	122	30	work	work	NOUN
cana-4671	122	31	exhibits	exhibit	VERB
cana-4671	122	32	a	a	DET
cana-4671	122	33	real	real	ADJ
cana-4671	122	34	-	-	PUNCT
cana-4671	122	35	time	time	NOUN
cana-4671	122	36	gesture	gesture	NOUN
cana-4671	122	37	-	-	PUNCT
cana-4671	122	38	based	base	VERB
cana-4671	122	39	recognition	recognition	NOUN
cana-4671	122	40	system	system	NOUN
cana-4671	122	41	,	,	PUNCT
cana-4671	122	42	which	which	PRON
cana-4671	122	43	marks	mark	VERB
cana-4671	122	44	a	a	DET
cana-4671	122	45	significant	significant	ADJ
cana-4671	122	46	advancement	advancement	NOUN
cana-4671	122	47	in	in	ADP
cana-4671	122	48	enhancing	enhance	VERB
cana-4671	122	49	communication	communication	NOUN
cana-4671	122	50	accessibility	accessibility	NOUN
cana-4671	122	51	for	for	ADP
cana-4671	122	52	the	the	DET
cana-4671	122	53	deaf	deaf	ADJ
cana-4671	122	54	and	and	CCONJ
cana-4671	122	55	hard	hard	ADJ
cana-4671	122	56	-	-	PUNCT
cana-4671	122	57	of	of	ADP
cana-4671	122	58	-	-	PUNCT
cana-4671	122	59	hearing	hearing	NOUN
cana-4671	122	60	community	community	NOUN
cana-4671	122	61	.	.	PUNCT
cana-4671	123	1	this	this	DET
cana-4671	123	2	model	model	NOUN
cana-4671	123	3	preprocesses	preprocesse	VERB
cana-4671	123	4	data	datum	NOUN
cana-4671	123	5	by	by	ADP
cana-4671	123	6	isolating	isolate	VERB
cana-4671	123	7	the	the	DET
cana-4671	123	8	hand	hand	NOUN
cana-4671	123	9	from	from	ADP
cana-4671	123	10	the	the	DET
cana-4671	123	11	environment	environment	NOUN
cana-4671	123	12	and	and	CCONJ
cana-4671	123	13	ensuring	ensure	VERB
cana-4671	123	14	accurate	accurate	ADJ
cana-4671	123	15	detection	detection	NOUN
cana-4671	123	16	even	even	ADV
cana-4671	123	17	under	under	ADP
cana-4671	123	18	noisy	noisy	ADJ
cana-4671	123	19	and	and	CCONJ
cana-4671	123	20	unclear	unclear	ADJ
cana-4671	123	21	conditions	condition	NOUN
cana-4671	123	22	.	.	PUNCT
cana-4671	124	1	mediapipe	mediapipe	NOUN
cana-4671	124	2	frameworks	framework	NOUN
cana-4671	124	3	are	be	AUX
cana-4671	124	4	leveraged	leverage	VERB
cana-4671	124	5	to	to	PART
cana-4671	124	6	create	create	VERB
cana-4671	124	7	a	a	DET
cana-4671	124	8	skeletal	skeletal	ADJ
cana-4671	124	9	representation	representation	NOUN
cana-4671	124	10	of	of	ADP
cana-4671	124	11	the	the	DET
cana-4671	124	12	hand	hand	NOUN
cana-4671	124	13	to	to	PART
cana-4671	124	14	enable	enable	VERB
cana-4671	124	15	extraction	extraction	NOUN
cana-4671	124	16	of	of	ADP
cana-4671	124	17	hand	hand	NOUN
cana-4671	124	18	features	feature	NOUN
cana-4671	124	19	for	for	ADP
cana-4671	124	20	further	further	ADJ
cana-4671	124	21	processing	processing	NOUN
cana-4671	124	22	.	.	PUNCT
cana-4671	125	1	additionally	additionally	ADV
cana-4671	125	2	,	,	PUNCT
cana-4671	125	3	it	it	PRON
cana-4671	125	4	contains	contain	VERB
cana-4671	125	5	a	a	DET
cana-4671	125	6	word	word	NOUN
cana-4671	125	7	suggestion	suggestion	NOUN
cana-4671	125	8	feature	feature	NOUN
cana-4671	125	9	for	for	ADP
cana-4671	125	10	construction	construction	NOUN
cana-4671	125	11	of	of	ADP
cana-4671	125	12	meaningful	meaningful	ADJ
cana-4671	125	13	sentences	sentence	NOUN
cana-4671	125	14	.	.	PUNCT
cana-4671	126	1	further	far	ADV
cana-4671	126	2	,	,	PUNCT
cana-4671	126	3	the	the	DET
cana-4671	126	4	constructed	construct	VERB
cana-4671	126	5	sentence	sentence	NOUN
cana-4671	126	6	can	can	AUX
cana-4671	126	7	be	be	AUX
cana-4671	126	8	translated	translate	VERB
cana-4671	126	9	into	into	ADP
cana-4671	126	10	multilingual	multilingual	ADJ
cana-4671	126	11	text	text	NOUN
cana-4671	126	12	and	and	CCONJ
cana-4671	126	13	converted	convert	VERB
cana-4671	126	14	to	to	ADP
cana-4671	126	15	audio	audio	NOUN
cana-4671	126	16	which	which	PRON
cana-4671	126	17	facilitates	facilitate	VERB
cana-4671	126	18	easy	easy	ADJ
cana-4671	126	19	communication	communication	NOUN
cana-4671	126	20	between	between	ADP
cana-4671	126	21	nonverbal	nonverbal	ADJ
cana-4671	126	22	and	and	CCONJ
cana-4671	126	23	verbal	verbal	ADJ
cana-4671	126	24	individuals	individual	NOUN
cana-4671	126	25	.	.	PUNCT
cana-4671	127	1	by	by	ADP
cana-4671	127	2	implementing	implement	VERB
cana-4671	127	3	the	the	DET
cana-4671	127	4	discussed	discuss	VERB
cana-4671	127	5	features	feature	NOUN
cana-4671	127	6	,	,	PUNCT
cana-4671	127	7	the	the	DET
cana-4671	127	8	proposed	propose	VERB
cana-4671	127	9	model	model	NOUN
cana-4671	127	10	demonstrates	demonstrate	VERB
cana-4671	127	11	to	to	PART
cana-4671	127	12	be	be	AUX
cana-4671	127	13	efficient	efficient	ADJ
cana-4671	127	14	over	over	ADP
cana-4671	127	15	the	the	DET
cana-4671	127	16	existing	exist	VERB
cana-4671	127	17	models	model	NOUN
cana-4671	127	18	.	.	PUNCT
cana-4671	128	1	notably	notably	ADV
cana-4671	128	2	,	,	PUNCT
cana-4671	128	3	it	it	PRON
cana-4671	128	4	yeilds	yeild	VERB
cana-4671	128	5	an	an	DET
cana-4671	128	6	accuracy	accuracy	NOUN
cana-4671	128	7	of	of	ADP
cana-4671	128	8	98.51	98.51	NUM
cana-4671	128	9	%	%	NOUN
cana-4671	128	10	,	,	PUNCT
cana-4671	128	11	outperforming	outperform	VERB
cana-4671	128	12	the	the	DET
cana-4671	128	13	existing	exist	VERB
cana-4671	128	14	models	model	NOUN
cana-4671	128	15	that	that	PRON
cana-4671	128	16	have	have	VERB
cana-4671	128	17	nearly	nearly	ADV
cana-4671	128	18	precision	precision	NOUN
cana-4671	128	19	rate	rate	NOUN
cana-4671	128	20	of	of	ADP
cana-4671	128	21	96	96	NUM
cana-4671	128	22	%	%	NOUN
cana-4671	128	23	,	,	PUNCT
cana-4671	128	24	which	which	PRON
cana-4671	128	25	in	in	ADP
cana-4671	128	26	turn	turn	NOUN
cana-4671	128	27	,	,	PUNCT
cana-4671	128	28	proves	prove	VERB
cana-4671	128	29	to	to	PART
cana-4671	128	30	acts	act	NOUN
cana-4671	128	31	as	as	ADP
cana-4671	128	32	a	a	DET
cana-4671	128	33	novel	novel	ADJ
cana-4671	128	34	method	method	NOUN
cana-4671	128	35	.	.	PUNCT
cana-4671	129	1	communications	communication	NOUN
cana-4671	129	2	on	on	ADP
cana-4671	129	3	applied	apply	VERB
cana-4671	129	4	nonlinear	nonlinear	ADJ
cana-4671	129	5	analysis	analysis	NOUN
cana-4671	129	6	issn	issn	NOUN
cana-4671	129	7	:	:	PUNCT
cana-4671	129	8	1074	1074	NUM
cana-4671	129	9	-	-	PUNCT
cana-4671	129	10	133x	133x	NUM
cana-4671	129	11	vol	vol	NOUN
cana-4671	129	12	32	32	NUM
cana-4671	129	13	no	no	NOUN
cana-4671	129	14	.	.	PUNCT
cana-4671	130	1	9s	9s	NUM
cana-4671	130	2	(	(	PUNCT
cana-4671	130	3	2025	2025	NUM
cana-4671	130	4	)	)	PUNCT
cana-4671	130	5	3180	3180	NUM
cana-4671	131	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4671	131	2	references	reference	NOUN
cana-4671	131	3	:	:	PUNCT
cana-4671	131	4	[	[	X
cana-4671	131	5	1	1	X
cana-4671	131	6	]	]	X
cana-4671	131	7	prasanthi	prasanthi	PROPN
cana-4671	131	8	y.	y.	PROPN
cana-4671	131	9	,	,	PUNCT
cana-4671	131	10	b.	b.	PROPN
cana-4671	131	11	keerthana	keerthana	PROPN
cana-4671	131	12	,	,	PUNCT
cana-4671	131	13	p.	p.	PROPN
cana-4671	131	14	jahnavi	jahnavi	PROPN
cana-4671	131	15	,	,	PUNCT
cana-4671	131	16	k.	k.	PROPN
cana-4671	131	17	venkata	venkata	PROPN
cana-4671	131	18	rao	rao	PROPN
cana-4671	131	19	,	,	PUNCT
cana-4671	131	20	and	and	CCONJ
cana-4671	131	21	c.	c.	PROPN
cana-4671	131	22	raj	raj	PROPN
cana-4671	131	23	kumar	kumar	PROPN
cana-4671	131	24	,	,	PUNCT
cana-4671	131	25	“	"	PUNCT
cana-4671	131	26	machine	machine	NOUN
cana-4671	131	27	learning	learning	NOUN
cana-4671	131	28	-	-	PUNCT
cana-4671	131	29	based	base	VERB
cana-4671	131	30	gesture	gesture	NOUN
cana-4671	131	31	recognition	recognition	NOUN
cana-4671	131	32	for	for	ADP
cana-4671	131	33	communication	communication	NOUN
cana-4671	131	34	with	with	ADP
cana-4671	131	35	the	the	DET
cana-4671	131	36	deaf	deaf	ADJ
cana-4671	131	37	and	and	CCONJ
cana-4671	131	38	dumb	dumb	ADJ
cana-4671	131	39	,	,	PUNCT
cana-4671	131	40	”	"	PUNCT
cana-4671	131	41	int	int	NOUN
cana-4671	131	42	.	.	PUNCT
cana-4671	132	1	j.	j.	PROPN
cana-4671	132	2	exp	exp	PROPN
cana-4671	132	3	.	.	PUNCT
cana-4671	133	1	res	res	PROPN
cana-4671	133	2	.	.	PUNCT
cana-4671	134	1	rev	rev	PROPN
cana-4671	134	2	.	.	PUNCT
cana-4671	135	1	(	(	PUNCT
cana-4671	135	2	ijerr	ijerr	NOUN
cana-4671	135	3	)	)	PUNCT
cana-4671	135	4	,	,	PUNCT
cana-4671	135	5	special	special	ADJ
cana-4671	135	6	vol.34	vol.34	NOUN
cana-4671	135	7	,	,	PUNCT
cana-4671	135	8	pp	pp	PROPN
cana-4671	135	9	.	.	PUNCT
cana-4671	136	1	26	26	NUM
cana-4671	136	2	-	-	SYM
cana-4671	136	3	35	35	NUM
cana-4671	136	4	,	,	PUNCT
cana-4671	136	5	2023	2023	NUM
cana-4671	136	6	.	.	PUNCT
cana-4671	137	1	[	[	X
cana-4671	137	2	2	2	NUM
cana-4671	137	3	]	]	X
cana-4671	137	4	kanchan	kanchan	PROPN
cana-4671	137	5	dabre	dabre	PROPN
cana-4671	137	6	,	,	PUNCT
cana-4671	137	7	surekha	surekha	ADJ
cana-4671	137	8	dholay	dholay	NOUN
cana-4671	137	9	,	,	PUNCT
cana-4671	137	10	“	"	PUNCT
cana-4671	137	11	machine	machine	NOUN
cana-4671	137	12	learning	learning	NOUN
cana-4671	137	13	model	model	NOUN
cana-4671	137	14	for	for	ADP
cana-4671	137	15	sign	sign	NOUN
cana-4671	137	16	language	language	NOUN
cana-4671	137	17	interpretation	interpretation	NOUN
cana-4671	137	18	using	use	VERB
cana-4671	137	19	webcam	webcam	NOUN
cana-4671	137	20	images	image	NOUN
cana-4671	137	21	,	,	PUNCT
cana-4671	137	22	”	"	PUNCT
cana-4671	137	23	ieee	ieee	NOUN
cana-4671	137	24	international	international	ADJ
cana-4671	137	25	conference	conference	NOUN
cana-4671	137	26	on	on	ADP
cana-4671	137	27	circuits	circuit	NOUN
cana-4671	137	28	,	,	PUNCT
cana-4671	137	29	systems	system	NOUN
cana-4671	137	30	,	,	PUNCT
cana-4671	137	31	communication	communication	NOUN
cana-4671	137	32	and	and	CCONJ
cana-4671	137	33	information	information	NOUN
cana-4671	137	34	technology	technology	NOUN
cana-4671	137	35	applications	application	NOUN
cana-4671	137	36	(	(	PUNCT
cana-4671	137	37	cscita	cscita	PROPN
cana-4671	137	38	)	)	PUNCT
cana-4671	137	39	,	,	PUNCT
cana-4671	137	40	pp	pp	ADP
cana-4671	137	41	.	.	PUNCT
cana-4671	138	1	317	317	NUM
cana-4671	138	2	–	–	PUNCT
cana-4671	138	3	321	321	NUM
cana-4671	138	4	,	,	PUNCT
cana-4671	138	5	june	june	PROPN
cana-4671	138	6	2014	2014	NUM
cana-4671	138	7	.	.	PUNCT
cana-4671	139	1	[	[	X
cana-4671	139	2	3	3	X
cana-4671	139	3	]	]	X
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cana-4671	139	6	,	,	PUNCT
cana-4671	139	7	shivananda	shivananda	ADJ
cana-4671	139	8	biradhar	biradhar	NOUN
cana-4671	139	9	,	,	PUNCT
cana-4671	139	10	neha	neha	NOUN
cana-4671	139	11	bobberla	bobberla	NOUN
cana-4671	139	12	,	,	PUNCT
cana-4671	139	13	kiran	kiran	PROPN
cana-4671	139	14	sai	sai	PROPN
cana-4671	139	15	buddati	buddati	PROPN
cana-4671	139	16	,	,	PUNCT
cana-4671	139	17	“	"	PUNCT
cana-4671	139	18	hand	hand	NOUN
cana-4671	139	19	gesture	gesture	NOUN
cana-4671	139	20	recognition	recognition	NOUN
cana-4671	139	21	and	and	CCONJ
cana-4671	139	22	voice	voice	NOUN
cana-4671	139	23	conversion	conversion	NOUN
cana-4671	139	24	for	for	ADP
cana-4671	139	25	deaf	deaf	ADJ
cana-4671	139	26	and	and	CCONJ
cana-4671	139	27	dumb	dumb	ADJ
cana-4671	139	28	,	,	PUNCT
cana-4671	139	29	”	"	PUNCT
cana-4671	139	30	e3s	e3s	PROPN
cana-4671	139	31	web	web	NOUN
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cana-4671	139	33	conferences	conference	NOUN
cana-4671	139	34	,	,	PUNCT
cana-4671	139	35	vol	vol	NOUN
cana-4671	139	36	.	.	PROPN
cana-4671	139	37	391	391	NUM
cana-4671	139	38	,	,	PUNCT
cana-4671	139	39	art	art	NOUN
cana-4671	139	40	.	.	PUNCT
cana-4671	140	1	no	no	INTJ
cana-4671	140	2	.	.	NOUN
cana-4671	140	3	01060	01060	NUM
cana-4671	140	4	,	,	PUNCT
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cana-4671	140	8	4	4	NUM
cana-4671	140	9	]	]	PUNCT
cana-4671	140	10	a.	a.	NOUN
cana-4671	140	11	h.	h.	PROPN
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cana-4671	140	13	,	,	PUNCT
cana-4671	140	14	h.	h.	PROPN
cana-4671	140	15	h.	h.	PROPN
cana-4671	140	16	abbas	abbas	PROPN
cana-4671	140	17	,	,	PUNCT
cana-4671	140	18	h.	h.	PROPN
cana-4671	140	19	i.	i.	PROPN
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cana-4671	140	21	(	(	PUNCT
cana-4671	140	22	2022	2022	NUM
cana-4671	140	23	)	)	PUNCT
cana-4671	140	24	.	.	PUNCT
cana-4671	140	25	”	"	PUNCT
cana-4671	141	1	real	real	ADJ
cana-4671	141	2	-	-	PUNCT
cana-4671	141	3	time	time	NOUN
cana-4671	141	4	sign	sign	NOUN
cana-4671	141	5	language	language	NOUN
cana-4671	141	6	recognition	recognition	NOUN
cana-4671	141	7	system	system	NOUN
cana-4671	141	8	,	,	PUNCT
cana-4671	141	9	”	"	PUNCT
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cana-4671	141	11	journal	journal	NOUN
cana-4671	141	12	of	of	ADP
cana-4671	141	13	health	health	PROPN
cana-4671	141	14	sciences	sciences	PROPN
cana-4671	141	15	,	,	PUNCT
cana-4671	141	16	vol	vol	NOUN
cana-4671	141	17	.	.	PROPN
cana-4671	141	18	6	6	NUM
cana-4671	141	19	no	no	NOUN
cana-4671	141	20	.	.	PUNCT
cana-4671	142	1	s4	s4	PROPN
cana-4671	142	2	,	,	PUNCT
cana-4671	142	3	pp	pp	ADJ
cana-4671	142	4	.	.	PUNCT
cana-4671	143	1	10384	10384	NUM
cana-4671	143	2	–	–	PUNCT
cana-4671	143	3	10407	10407	NUM
cana-4671	143	4	,	,	PUNCT
cana-4671	143	5	2022	2022	NUM
cana-4671	143	6	.	.	PUNCT
cana-4671	144	1	(	(	PUNCT
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cana-4671	145	1	[	[	X
cana-4671	145	2	5	5	NUM
cana-4671	145	3	]	]	X
cana-4671	145	4	areesha	areesha	PROPN
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cana-4671	145	6	,	,	PUNCT
cana-4671	145	7	batool	batool	PROPN
cana-4671	145	8	zehra	zehra	PROPN
cana-4671	145	9	,	,	PUNCT
cana-4671	145	10	sadia	sadia	PROPN
cana-4671	145	11	shah	shah	PROPN
cana-4671	145	12	,	,	PUNCT
cana-4671	145	13	nazish	nazish	ADJ
cana-4671	145	14	javed	javed	PROPN
cana-4671	145	15	,	,	PUNCT
cana-4671	145	16	muhammad	muhammad	PROPN
cana-4671	145	17	imran	imran	PROPN
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cana-4671	145	19	,	,	PUNCT
cana-4671	145	20	”	"	PUNCT
cana-4671	145	21	twoway	twoway	VERB
cana-4671	145	22	smart	smart	ADJ
cana-4671	145	23	communication	communication	NOUN
cana-4671	145	24	system	system	NOUN
cana-4671	145	25	for	for	ADP
cana-4671	145	26	deaf	deaf	ADJ
cana-4671	145	27	&	&	CCONJ
cana-4671	145	28	dumb	dumb	ADJ
cana-4671	145	29	and	and	CCONJ
cana-4671	145	30	normal	normal	ADJ
cana-4671	145	31	people	people	NOUN
cana-4671	145	32	,	,	PUNCT
cana-4671	145	33	”	"	PUNCT
cana-4671	145	34	2020	2020	NUM
cana-4671	145	35	international	international	ADJ
cana-4671	145	36	conference	conference	NOUN
cana-4671	145	37	on	on	ADP
cana-4671	145	38	information	information	NOUN
cana-4671	145	39	science	science	NOUN
cana-4671	145	40	and	and	CCONJ
cana-4671	145	41	communication	communication	NOUN
cana-4671	145	42	technology	technology	NOUN
cana-4671	145	43	(	(	PUNCT
cana-4671	145	44	icisct	icisct	PROPN
cana-4671	145	45	)	)	PUNCT
cana-4671	145	46	,	,	PUNCT
cana-4671	145	47	april	april	PROPN
cana-4671	145	48	2020	2020	NUM
cana-4671	145	49	.	.	PUNCT
cana-4671	146	1	[	[	X
cana-4671	146	2	6	6	NUM
cana-4671	146	3	]	]	PUNCT
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cana-4671	146	5	k.	k.	PROPN
cana-4671	146	6	r.	r.	PROPN
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cana-4671	146	8	,	,	PUNCT
cana-4671	146	9	n.	n.	PROPN
cana-4671	146	10	v.	v.	PROPN
cana-4671	146	11	s.	s.	PROPN
cana-4671	146	12	b.	b.	PROPN
cana-4671	146	13	kalluri	kalluri	PROPN
cana-4671	146	14	,	,	PUNCT
cana-4671	146	15	u.	u.	PROPN
cana-4671	146	16	h.	h.	PROPN
cana-4671	146	17	ketepalli	ketepalli	PROPN
cana-4671	146	18	,	,	PUNCT
cana-4671	146	19	c.	c.	PROPN
cana-4671	146	20	s.	s.	PROPN
cana-4671	146	21	n.	n.	PROPN
cana-4671	146	22	t.	t.	PROPN
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cana-4671	146	24	,	,	PUNCT
cana-4671	146	25	and	and	CCONJ
cana-4671	146	26	s.	s.	PROPN
cana-4671	146	27	k.	k.	PROPN
cana-4671	146	28	jonnakuti	jonnakuti	PROPN
cana-4671	146	29	“	"	PUNCT
cana-4671	146	30	hand	hand	NOUN
cana-4671	146	31	gesture	gesture	NOUN
cana-4671	146	32	recognition	recognition	NOUN
cana-4671	146	33	using	use	VERB
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cana-4671	146	36	networks	network	NOUN
cana-4671	146	37	and	and	CCONJ
cana-4671	146	38	computer	computer	NOUN
cana-4671	146	39	vision	vision	NOUN
cana-4671	146	40	,	,	PUNCT
cana-4671	146	41	”	"	PUNCT
cana-4671	146	42	international	international	ADJ
cana-4671	146	43	journal	journal	NOUN
cana-4671	146	44	of	of	ADP
cana-4671	146	45	scientific	scientific	PROPN
cana-4671	146	46	&	&	CCONJ
cana-4671	146	47	engineering	engineering	PROPN
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cana-4671	146	49	,	,	PUNCT
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cana-4671	146	51	.	.	PROPN
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cana-4671	147	2	.	.	NOUN
cana-4671	147	3	1	1	NUM
cana-4671	147	4	,	,	PUNCT
cana-4671	147	5	pp	pp	ADJ
cana-4671	147	6	.	.	PUNCT
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cana-4671	148	2	-	-	SYM
cana-4671	148	3	5518	5518	NUM
cana-4671	148	4	,	,	PUNCT
cana-4671	148	5	july	july	PROPN
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cana-4671	148	7	.	.	PUNCT
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cana-4671	149	2	7	7	NUM
cana-4671	149	3	]	]	X
cana-4671	149	4	zhibo	zhibo	PROPN
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cana-4671	149	6	,	,	PUNCT
cana-4671	149	7	tengda	tengda	PROPN
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cana-4671	149	9	,	,	PUNCT
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cana-4671	149	15	,	,	PUNCT
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cana-4671	149	18	,	,	PUNCT
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cana-4671	149	20	shao	shao	PROPN
cana-4671	149	21	,	,	PUNCT
cana-4671	149	22	“	"	PUNCT
cana-4671	149	23	hear	hear	VERB
cana-4671	149	24	sign	sign	NOUN
cana-4671	149	25	language	language	NOUN
cana-4671	149	26	:	:	PUNCT
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cana-4671	149	36	sign	sign	NOUN
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cana-4671	149	39	system	system	NOUN
cana-4671	149	40	,	,	PUNCT
cana-4671	149	41	”	"	PUNCT
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cana-4671	149	44	on	on	ADP
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cana-4671	149	46	computing	computing	NOUN
cana-4671	149	47	,	,	PUNCT
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cana-4671	149	49	.	.	PROPN
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cana-4671	150	2	,	,	PUNCT
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cana-4671	150	4	.	.	PUNCT
cana-4671	151	1	2398	2398	NUM
cana-4671	151	2	–	–	PUNCT
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cana-4671	151	4	,	,	PUNCT
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cana-4671	151	7	.	.	PUNCT
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cana-4671	152	9	,	,	PUNCT
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cana-4671	152	19	”	"	PUNCT
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cana-4671	152	40	(	(	PUNCT
cana-4671	152	41	ijcrt	ijcrt	NOUN
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cana-4671	152	43	,	,	PUNCT
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cana-4671	152	46	.	.	PUNCT
cana-4671	153	1	11,pp	11,pp	X
cana-4671	153	2	.	.	PUNCT
cana-4671	154	1	b452b458	b452b458	PROPN
cana-4671	154	2	,	,	PUNCT
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cana-4671	154	5	.	.	PUNCT
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cana-4671	155	6	shinde	shinde	PROPN
cana-4671	155	7	,	,	PUNCT
cana-4671	155	8	dr	dr	PROPN
cana-4671	155	9	.	.	PROPN
cana-4671	155	10	r.m	r.m	PROPN
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cana-4671	155	14	(	(	PUNCT
cana-4671	155	15	2021),”real	2021),”real	ADJ
cana-4671	155	16	-	-	PUNCT
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cana-4671	155	19	gesture	gesture	NOUN
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cana-4671	155	21	and	and	CCONJ
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cana-4671	155	23	conversion	conversion	NOUN
cana-4671	155	24	system	system	NOUN
cana-4671	155	25	for	for	ADP
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cana-4671	155	27	and	and	CCONJ
cana-4671	155	28	dumb	dumb	ADJ
cana-4671	155	29	person	person	NOUN
cana-4671	155	30	based	base	VERB
cana-4671	155	31	on	on	ADP
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cana-4671	155	34	,	,	PUNCT
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cana-4671	155	36	journalnx	journalnx	NOUN
cana-4671	155	37	a	a	DET
cana-4671	155	38	multidisciplinary	multidisciplinary	ADJ
cana-4671	155	39	peer	peer	NOUN
cana-4671	155	40	reviewed	review	VERB
cana-4671	155	41	journal	journal	NOUN
cana-4671	155	42	,	,	PUNCT
cana-4671	155	43	vol	vol	NOUN
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cana-4671	155	45	2	2	NUM
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cana-4671	155	47	.	.	PUNCT
cana-4671	156	1	09	09	NUM
cana-4671	156	2	,	,	PUNCT
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cana-4671	156	4	.	.	PUNCT
cana-4671	157	1	39–43	39–43	NUM
cana-4671	157	2	,	,	PUNCT
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cana-4671	157	5	.	.	PUNCT
cana-4671	158	1	[	[	X
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cana-4671	158	10	soto	soto	PROPN
cana-4671	158	11	,	,	PUNCT
cana-4671	158	12	sandor	sandor	PROPN
cana-4671	158	13	m	m	PROPN
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cana-4671	158	16	anthony	anthony	PROPN
cana-4671	158	17	rossiter	rossiter	PROPN
cana-4671	158	18	,	,	PUNCT
cana-4671	158	19	“	"	PUNCT
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cana-4671	158	21	robot	robot	NOUN
cana-4671	158	22	interaction	interaction	NOUN
cana-4671	158	23	for	for	ADP
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cana-4671	158	27	in	in	ADP
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cana-4671	158	31	”	"	PUNCT
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cana-4671	158	33	.	.	PUNCT
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cana-4671	160	2	,	,	PUNCT
cana-4671	160	3	jul	jul	PROPN
cana-4671	160	4	2020	2020	NUM
cana-4671	160	5	.	.	PUNCT
cana-4671	161	1	communications	communication	NOUN
cana-4671	161	2	on	on	ADP
cana-4671	161	3	applied	apply	VERB
cana-4671	161	4	nonlinear	nonlinear	ADJ
cana-4671	161	5	analysis	analysis	NOUN
cana-4671	161	6	issn	issn	NOUN
cana-4671	161	7	:	:	PUNCT
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cana-4671	161	9	-	-	PUNCT
cana-4671	161	10	133x	133x	NUM
cana-4671	161	11	vol	vol	NOUN
cana-4671	161	12	32	32	NUM
cana-4671	161	13	no	no	NOUN
cana-4671	161	14	.	.	PUNCT
cana-4671	162	1	9s	9s	NUM
cana-4671	162	2	(	(	PUNCT
cana-4671	162	3	2025	2025	NUM
cana-4671	162	4	)	)	PUNCT
cana-4671	162	5	3181	3181	NUM
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cana-4671	164	1	[	[	X
cana-4671	164	2	11	11	NUM
cana-4671	164	3	]	]	X
cana-4671	164	4	jia	jia	PROPN
cana-4671	164	5	min	min	PROPN
cana-4671	164	6	yen	yen	PROPN
cana-4671	164	7	and	and	CCONJ
cana-4671	164	8	jeong	jeong	PROPN
cana-4671	164	9	hoon	hoon	PROPN
cana-4671	164	10	lim	lim	PROPN
cana-4671	164	11	“	"	PUNCT
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cana-4671	164	14	perspective	perspective	NOUN
cana-4671	164	15	on	on	ADP
cana-4671	164	16	bespoke	bespoke	ADJ
cana-4671	164	17	sensing	sense	VERB
cana-4671	164	18	mechanisms	mechanism	NOUN
cana-4671	164	19	for	for	ADP
cana-4671	164	20	remote	remote	ADJ
cana-4671	164	21	monitoring	monitoring	NOUN
cana-4671	164	22	and	and	CCONJ
cana-4671	164	23	rehabilitation	rehabilitation	NOUN
cana-4671	164	24	of	of	ADP
cana-4671	164	25	neurological	neurological	ADJ
cana-4671	164	26	diseases	disease	NOUN
cana-4671	164	27	:	:	PUNCT
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cana-4671	164	29	review	review	NOUN
cana-4671	164	30	,	,	PUNCT
cana-4671	164	31	”	"	PUNCT
cana-4671	164	32	sensors	sensor	NOUN
cana-4671	164	33	(	(	PUNCT
cana-4671	164	34	mdpi	mdpi	PROPN
cana-4671	164	35	)	)	PUNCT
cana-4671	164	36	,	,	PUNCT
cana-4671	164	37	vol.23	vol.23	PROPN
cana-4671	164	38	issue.1	issue.1	PROPN
cana-4671	164	39	,	,	PUNCT
cana-4671	164	40	536	536	NUM
cana-4671	164	41	,	,	PUNCT
cana-4671	164	42	january	january	PROPN
cana-4671	164	43	2023	2023	NUM
cana-4671	164	44	.	.	PUNCT
cana-4671	165	1	[	[	X
cana-4671	165	2	12	12	NUM
cana-4671	165	3	]	]	X
cana-4671	165	4	muneer	muneer	PROPN
cana-4671	165	5	al	al	PROPN
cana-4671	165	6	-	-	PUNCT
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cana-4671	165	8	,	,	PUNCT
cana-4671	165	9	ghulam	ghulam	PROPN
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cana-4671	165	11	,	,	PUNCT
cana-4671	165	12	wadood	wadood	PROPN
cana-4671	165	13	abdul	abdul	PROPN
cana-4671	165	14	,	,	PUNCT
cana-4671	165	15	mansour	mansour	PROPN
cana-4671	165	16	alsulaiman	alsulaiman	PROPN
cana-4671	165	17	,	,	PUNCT
cana-4671	165	18	mohammed	mohammed	PROPN
cana-4671	165	19	a.	a.	PROPN
cana-4671	165	20	bencherif	bencherif	PROPN
cana-4671	165	21	,	,	PUNCT
cana-4671	165	22	tareq	tareq	PROPN
cana-4671	165	23	s.	s.	PROPN
cana-4671	165	24	alrayes	alrayes	PROPN
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cana-4671	165	26	“	"	PUNCT
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cana-4671	165	29	-	-	PUNCT
cana-4671	165	30	based	base	VERB
cana-4671	165	31	approach	approach	NOUN
cana-4671	165	32	for	for	ADP
cana-4671	165	33	sign	sign	NOUN
cana-4671	165	34	language	language	NOUN
cana-4671	165	35	gesture	gesture	NOUN
cana-4671	165	36	recognition	recognition	NOUN
cana-4671	165	37	with	with	ADP
cana-4671	165	38	efficient	efficient	ADJ
cana-4671	165	39	hand	hand	NOUN
cana-4671	165	40	gesture	gesture	NOUN
cana-4671	165	41	representation	representation	NOUN
cana-4671	165	42	,	,	PUNCT
cana-4671	165	43	”	"	PUNCT
cana-4671	165	44	ieeeaccess	ieeeaccess	NOUN
cana-4671	165	45	,	,	PUNCT
cana-4671	165	46	vol.8	vol.8	PROPN
cana-4671	165	47	,	,	PUNCT
cana-4671	165	48	pp	pp	ADJ
cana-4671	165	49	.	.	PUNCT
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cana-4671	165	51	–	–	PUNCT
cana-4671	165	52	192542	192542	NUM
cana-4671	165	53	,	,	PUNCT
cana-4671	165	54	october	october	PROPN
cana-4671	165	55	2020	2020	NUM
cana-4671	165	56	.	.	PUNCT