id	sid	tid	token	lemma	pos
ajst-29325	1	1	academic	academic	ADJ
ajst-29325	1	2	journal	journal	NOUN
ajst-29325	1	3	of	of	ADP
ajst-29325	1	4	science	science	NOUN
ajst-29325	1	5	and	and	CCONJ
ajst-29325	1	6	technology	technology	NOUN
ajst-29325	1	7	issn	issn	NOUN
ajst-29325	1	8	:	:	PUNCT
ajst-29325	1	9	2771	2771	NUM
ajst-29325	1	10	-	-	SYM
ajst-29325	1	11	3032	3032	NUM
ajst-29325	1	12	|	|	NOUN
ajst-29325	1	13	vol	vol	NOUN
ajst-29325	1	14	.	.	PUNCT
ajst-29325	2	1	14	14	NUM
ajst-29325	2	2	,	,	PUNCT
ajst-29325	2	3	no	no	INTJ
ajst-29325	2	4	.	.	NOUN
ajst-29325	2	5	1	1	NUM
ajst-29325	2	6	,	,	PUNCT
ajst-29325	2	7	2025	2025	NUM
ajst-29325	2	8	113	113	NUM
ajst-29325	2	9	pipa	pipa	ADJ
ajst-29325	2	10	performance	performance	NOUN
ajst-29325	2	11	analysis	analysis	NOUN
ajst-29325	2	12	and	and	CCONJ
ajst-29325	2	13	timbre	timbre	NOUN
ajst-29325	2	14	simulation	simulation	NOUN
ajst-29325	2	15	based	base	VERB
ajst-29325	2	16	on	on	ADP
ajst-29325	2	17	artificial	artificial	ADJ
ajst-29325	2	18	intelligence	intelligence	NOUN
ajst-29325	2	19	yuqing	yuqe	VERB
ajst-29325	2	20	chen	chen	PROPN
ajst-29325	2	21	graduate	graduate	PROPN
ajst-29325	2	22	university	university	PROPN
ajst-29325	2	23	of	of	ADP
ajst-29325	2	24	mongolia	mongolia	PROPN
ajst-29325	2	25	,	,	PUNCT
ajst-29325	2	26	ulaanbaatar	ulaanbaatar	NOUN
ajst-29325	2	27	,	,	PUNCT
ajst-29325	2	28	16052	16052	NUM
ajst-29325	2	29	,	,	PUNCT
ajst-29325	2	30	mongolia	mongolia	PROPN
ajst-29325	2	31	abstract	abstract	PROPN
ajst-29325	2	32	:	:	PUNCT
ajst-29325	2	33	as	as	ADP
ajst-29325	2	34	a	a	DET
ajst-29325	2	35	traditional	traditional	ADJ
ajst-29325	2	36	chinese	chinese	ADJ
ajst-29325	2	37	musical	musical	ADJ
ajst-29325	2	38	instrument	instrument	NOUN
ajst-29325	2	39	,	,	PUNCT
ajst-29325	2	40	pipa	pipa	PROPN
ajst-29325	2	41	is	be	AUX
ajst-29325	2	42	famous	famous	ADJ
ajst-29325	2	43	for	for	ADP
ajst-29325	2	44	its	its	PRON
ajst-29325	2	45	unique	unique	ADJ
ajst-29325	2	46	timbre	timbre	NOUN
ajst-29325	2	47	and	and	CCONJ
ajst-29325	2	48	complex	complex	ADJ
ajst-29325	2	49	and	and	CCONJ
ajst-29325	2	50	varied	varied	ADJ
ajst-29325	2	51	playing	playing	NOUN
ajst-29325	2	52	techniques	technique	NOUN
ajst-29325	2	53	.	.	PUNCT
ajst-29325	3	1	it	it	PRON
ajst-29325	3	2	is	be	AUX
ajst-29325	3	3	an	an	DET
ajst-29325	3	4	important	important	ADJ
ajst-29325	3	5	symbol	symbol	NOUN
ajst-29325	3	6	of	of	ADP
ajst-29325	3	7	chinese	chinese	ADJ
ajst-29325	3	8	music	music	NOUN
ajst-29325	3	9	culture	culture	NOUN
ajst-29325	3	10	.	.	PUNCT
ajst-29325	4	1	however	however	ADV
ajst-29325	4	2	,	,	PUNCT
ajst-29325	4	3	its	its	PRON
ajst-29325	4	4	complexity	complexity	NOUN
ajst-29325	4	5	also	also	ADV
ajst-29325	4	6	makes	make	VERB
ajst-29325	4	7	its	its	PRON
ajst-29325	4	8	digital	digital	ADJ
ajst-29325	4	9	protection	protection	NOUN
ajst-29325	4	10	and	and	CCONJ
ajst-29325	4	11	research	research	NOUN
ajst-29325	4	12	face	face	VERB
ajst-29325	4	13	many	many	ADJ
ajst-29325	4	14	challenges	challenge	NOUN
ajst-29325	4	15	.	.	PUNCT
ajst-29325	5	1	there	there	PRON
ajst-29325	5	2	are	be	VERB
ajst-29325	5	3	many	many	ADJ
ajst-29325	5	4	kinds	kind	NOUN
ajst-29325	5	5	of	of	ADP
ajst-29325	5	6	playing	play	VERB
ajst-29325	5	7	techniques	technique	NOUN
ajst-29325	5	8	for	for	ADP
ajst-29325	5	9	pipa	pipa	NOUN
ajst-29325	5	10	,	,	PUNCT
ajst-29325	5	11	such	such	ADJ
ajst-29325	5	12	as	as	ADP
ajst-29325	5	13	finger	finger	NOUN
ajst-29325	5	14	rolling	rolling	NOUN
ajst-29325	5	15	,	,	PUNCT
ajst-29325	5	16	plucking	plucking	NOUN
ajst-29325	5	17	,	,	PUNCT
ajst-29325	5	18	bending	bending	NOUN
ajst-29325	5	19	,	,	PUNCT
ajst-29325	5	20	sweeping	sweeping	ADJ
ajst-29325	5	21	and	and	CCONJ
ajst-29325	5	22	overtones	overtone	NOUN
ajst-29325	5	23	,	,	PUNCT
ajst-29325	5	24	each	each	DET
ajst-29325	5	25	technique	technique	NOUN
ajst-29325	5	26	gives	give	VERB
ajst-29325	5	27	it	it	PRON
ajst-29325	5	28	a	a	DET
ajst-29325	5	29	unique	unique	ADJ
ajst-29325	5	30	timbre	timbre	NOUN
ajst-29325	5	31	change	change	NOUN
ajst-29325	5	32	.	.	PUNCT
ajst-29325	6	1	in	in	ADP
ajst-29325	6	2	addition	addition	NOUN
ajst-29325	6	3	,	,	PUNCT
ajst-29325	6	4	the	the	DET
ajst-29325	6	5	timbre	timbre	NOUN
ajst-29325	6	6	of	of	ADP
ajst-29325	6	7	the	the	DET
ajst-29325	6	8	pipa	pipa	NOUN
ajst-29325	6	9	presents	present	VERB
ajst-29325	6	10	a	a	DET
ajst-29325	6	11	variety	variety	NOUN
ajst-29325	6	12	of	of	ADP
ajst-29325	6	13	expressions	expression	NOUN
ajst-29325	6	14	due	due	ADP
ajst-29325	6	15	to	to	ADP
ajst-29325	6	16	the	the	DET
ajst-29325	6	17	playing	playing	NOUN
ajst-29325	6	18	force	force	NOUN
ajst-29325	6	19	,	,	PUNCT
ajst-29325	6	20	speed	speed	NOUN
ajst-29325	6	21	and	and	CCONJ
ajst-29325	6	22	the	the	DET
ajst-29325	6	23	performer	performer	NOUN
ajst-29325	6	24	's	's	PART
ajst-29325	6	25	skills	skill	NOUN
ajst-29325	6	26	,	,	PUNCT
ajst-29325	6	27	which	which	PRON
ajst-29325	6	28	puts	put	VERB
ajst-29325	6	29	higher	high	ADJ
ajst-29325	6	30	demands	demand	NOUN
ajst-29325	6	31	on	on	ADP
ajst-29325	6	32	traditional	traditional	ADJ
ajst-29325	6	33	music	music	NOUN
ajst-29325	6	34	research	research	NOUN
ajst-29325	6	35	and	and	CCONJ
ajst-29325	6	36	simulation	simulation	NOUN
ajst-29325	6	37	technology.with	technology.with	NUM
ajst-29325	6	38	the	the	DET
ajst-29325	6	39	rapid	rapid	ADJ
ajst-29325	6	40	development	development	NOUN
ajst-29325	6	41	of	of	ADP
ajst-29325	6	42	artificial	artificial	ADJ
ajst-29325	6	43	intelligence	intelligence	NOUN
ajst-29325	6	44	technology	technology	NOUN
ajst-29325	6	45	,	,	PUNCT
ajst-29325	6	46	especially	especially	ADV
ajst-29325	6	47	breakthroughs	breakthrough	NOUN
ajst-29325	6	48	in	in	ADP
ajst-29325	6	49	audio	audio	ADJ
ajst-29325	6	50	signal	signal	NOUN
ajst-29325	6	51	processing	processing	NOUN
ajst-29325	6	52	and	and	CCONJ
ajst-29325	6	53	deep	deep	ADJ
ajst-29325	6	54	learning	learning	NOUN
ajst-29325	6	55	,	,	PUNCT
ajst-29325	6	56	new	new	ADJ
ajst-29325	6	57	solutions	solution	NOUN
ajst-29325	6	58	have	have	AUX
ajst-29325	6	59	been	be	AUX
ajst-29325	6	60	provided	provide	VERB
ajst-29325	6	61	for	for	ADP
ajst-29325	6	62	the	the	DET
ajst-29325	6	63	research	research	NOUN
ajst-29325	6	64	of	of	ADP
ajst-29325	6	65	pipa	pipa	ADJ
ajst-29325	6	66	art	art	NOUN
ajst-29325	6	67	.	.	PUNCT
ajst-29325	7	1	by	by	ADP
ajst-29325	7	2	combining	combine	VERB
ajst-29325	7	3	machine	machine	NOUN
ajst-29325	7	4	learning	learning	NOUN
ajst-29325	7	5	models	model	NOUN
ajst-29325	7	6	and	and	CCONJ
ajst-29325	7	7	generative	generative	ADJ
ajst-29325	7	8	adversarial	adversarial	ADJ
ajst-29325	7	9	networks	network	NOUN
ajst-29325	7	10	(	(	PUNCT
ajst-29325	7	11	gan	gan	PROPN
ajst-29325	7	12	)	)	PUNCT
ajst-29325	7	13	,	,	PUNCT
ajst-29325	7	14	significant	significant	ADJ
ajst-29325	7	15	progress	progress	NOUN
ajst-29325	7	16	can	can	AUX
ajst-29325	7	17	be	be	AUX
ajst-29325	7	18	made	make	VERB
ajst-29325	7	19	in	in	ADP
ajst-29325	7	20	technique	technique	NOUN
ajst-29325	7	21	analysis	analysis	NOUN
ajst-29325	7	22	and	and	CCONJ
ajst-29325	7	23	timbre	timbre	NOUN
ajst-29325	7	24	simulation	simulation	NOUN
ajst-29325	7	25	.	.	PUNCT
ajst-29325	8	1	this	this	DET
ajst-29325	8	2	study	study	NOUN
ajst-29325	8	3	aims	aim	VERB
ajst-29325	8	4	to	to	PART
ajst-29325	8	5	use	use	VERB
ajst-29325	8	6	artificial	artificial	ADJ
ajst-29325	8	7	intelligence	intelligence	NOUN
ajst-29325	8	8	technology	technology	NOUN
ajst-29325	8	9	to	to	PART
ajst-29325	8	10	analyze	analyze	VERB
ajst-29325	8	11	the	the	DET
ajst-29325	8	12	performance	performance	NOUN
ajst-29325	8	13	characteristics	characteristic	NOUN
ajst-29325	8	14	of	of	ADP
ajst-29325	8	15	the	the	DET
ajst-29325	8	16	pipa	pipa	NOUN
ajst-29325	8	17	and	and	CCONJ
ajst-29325	8	18	generate	generate	VERB
ajst-29325	8	19	realistic	realistic	ADJ
ajst-29325	8	20	timbre	timbre	NOUN
ajst-29325	8	21	simulations	simulation	NOUN
ajst-29325	8	22	,	,	PUNCT
ajst-29325	8	23	providing	provide	VERB
ajst-29325	8	24	technical	technical	ADJ
ajst-29325	8	25	support	support	NOUN
ajst-29325	8	26	for	for	ADP
ajst-29325	8	27	the	the	DET
ajst-29325	8	28	digital	digital	ADJ
ajst-29325	8	29	protection	protection	NOUN
ajst-29325	8	30	and	and	CCONJ
ajst-29325	8	31	dissemination	dissemination	NOUN
ajst-29325	8	32	of	of	ADP
ajst-29325	8	33	traditional	traditional	ADJ
ajst-29325	8	34	music	music	NOUN
ajst-29325	8	35	.	.	PUNCT
ajst-29325	9	1	keywords	keyword	NOUN
ajst-29325	9	2	:	:	PUNCT
ajst-29325	9	3	analysis	analysis	NOUN
ajst-29325	9	4	of	of	ADP
ajst-29325	9	5	pipa	pipa	ADJ
ajst-29325	9	6	techniques	technique	NOUN
ajst-29325	9	7	,	,	PUNCT
ajst-29325	9	8	tone	tone	NOUN
ajst-29325	9	9	simulation	simulation	NOUN
ajst-29325	9	10	,	,	PUNCT
ajst-29325	9	11	artificial	artificial	ADJ
ajst-29325	9	12	intelligence	intelligence	NOUN
ajst-29325	9	13	applications	application	NOUN
ajst-29325	9	14	.	.	PUNCT
ajst-29325	10	1	1	1	X
ajst-29325	10	2	.	.	X
ajst-29325	10	3	research	research	NOUN
ajst-29325	10	4	methods	method	NOUN
ajst-29325	10	5	1.1	1.1	NUM
ajst-29325	10	6	.	.	PUNCT
ajst-29325	11	1	data	datum	NOUN
ajst-29325	11	2	collection	collection	NOUN
ajst-29325	11	3	and	and	CCONJ
ajst-29325	11	4	preprocessing	preprocessing	NOUN
ajst-29325	11	5	in	in	ADP
ajst-29325	11	6	order	order	NOUN
ajst-29325	11	7	to	to	PART
ajst-29325	11	8	achieve	achieve	VERB
ajst-29325	11	9	the	the	DET
ajst-29325	11	10	classification	classification	NOUN
ajst-29325	11	11	and	and	CCONJ
ajst-29325	11	12	timbre	timbre	NOUN
ajst-29325	11	13	simulation	simulation	NOUN
ajst-29325	11	14	of	of	ADP
ajst-29325	11	15	pipa	pipa	ADJ
ajst-29325	11	16	playing	playing	NOUN
ajst-29325	11	17	techniques	technique	NOUN
ajst-29325	11	18	,	,	PUNCT
ajst-29325	11	19	this	this	DET
ajst-29325	11	20	study	study	NOUN
ajst-29325	11	21	conducted	conduct	VERB
ajst-29325	11	22	comprehensive	comprehensive	ADJ
ajst-29325	11	23	large	large	ADJ
ajst-29325	11	24	-	-	PUNCT
ajst-29325	11	25	scale	scale	NOUN
ajst-29325	11	26	data	datum	NOUN
ajst-29325	11	27	collection	collection	NOUN
ajst-29325	11	28	.	.	PUNCT
ajst-29325	12	1	by	by	ADP
ajst-29325	12	2	using	use	VERB
ajst-29325	12	3	highsensitivity	highsensitivity	NOUN
ajst-29325	12	4	condenser	condenser	NOUN
ajst-29325	12	5	microphones	microphone	NOUN
ajst-29325	12	6	,	,	PUNCT
ajst-29325	12	7	high	high	ADJ
ajst-29325	12	8	-	-	PUNCT
ajst-29325	12	9	fidelity	fidelity	NOUN
ajst-29325	12	10	pipa	pipa	PROPN
ajst-29325	12	11	playing	play	VERB
ajst-29325	12	12	audio	audio	NOUN
ajst-29325	12	13	was	be	AUX
ajst-29325	12	14	recorded	record	VERB
ajst-29325	12	15	,	,	PUNCT
ajst-29325	12	16	covering	cover	VERB
ajst-29325	12	17	a	a	DET
ajst-29325	12	18	variety	variety	NOUN
ajst-29325	12	19	of	of	ADP
ajst-29325	12	20	common	common	ADJ
ajst-29325	12	21	playing	playing	NOUN
ajst-29325	12	22	techniques	technique	NOUN
ajst-29325	12	23	such	such	ADJ
ajst-29325	12	24	as	as	ADP
ajst-29325	12	25	vibrato	vibrato	NOUN
ajst-29325	12	26	,	,	PUNCT
ajst-29325	12	27	plucking	plucking	NOUN
ajst-29325	12	28	,	,	PUNCT
ajst-29325	12	29	and	and	CCONJ
ajst-29325	12	30	glissando	glissando	NOUN
ajst-29325	12	31	.	.	PUNCT
ajst-29325	13	1	at	at	ADP
ajst-29325	13	2	the	the	DET
ajst-29325	13	3	same	same	ADJ
ajst-29325	13	4	time	time	NOUN
ajst-29325	13	5	,	,	PUNCT
ajst-29325	13	6	an	an	DET
ajst-29325	13	7	advanced	advanced	ADJ
ajst-29325	13	8	motion	motion	NOUN
ajst-29325	13	9	capture	capture	NOUN
ajst-29325	13	10	system	system	NOUN
ajst-29325	13	11	was	be	AUX
ajst-29325	13	12	used	use	VERB
ajst-29325	13	13	to	to	PART
ajst-29325	13	14	record	record	VERB
ajst-29325	13	15	the	the	DET
ajst-29325	13	16	performer	performer	NOUN
ajst-29325	13	17	's	's	PART
ajst-29325	13	18	hand	hand	NOUN
ajst-29325	13	19	movement	movement	NOUN
ajst-29325	13	20	data	datum	NOUN
ajst-29325	13	21	with	with	ADP
ajst-29325	13	22	high	high	ADJ
ajst-29325	13	23	precision	precision	NOUN
ajst-29325	13	24	,	,	PUNCT
ajst-29325	13	25	including	include	VERB
ajst-29325	13	26	fingering	fingering	NOUN
ajst-29325	13	27	,	,	PUNCT
ajst-29325	13	28	force	force	NOUN
ajst-29325	13	29	changes	change	NOUN
ajst-29325	13	30	,	,	PUNCT
ajst-29325	13	31	and	and	CCONJ
ajst-29325	13	32	string	string	NOUN
ajst-29325	13	33	position	position	NOUN
ajst-29325	13	34	selection	selection	NOUN
ajst-29325	13	35	.	.	PUNCT
ajst-29325	14	1	these	these	DET
ajst-29325	14	2	complementary	complementary	ADJ
ajst-29325	14	3	datasets	dataset	NOUN
ajst-29325	14	4	ensure	ensure	VERB
ajst-29325	14	5	the	the	DET
ajst-29325	14	6	comprehensiveness	comprehensiveness	NOUN
ajst-29325	14	7	of	of	ADP
ajst-29325	14	8	the	the	DET
ajst-29325	14	9	acoustic	acoustic	ADJ
ajst-29325	14	10	and	and	CCONJ
ajst-29325	14	11	kinematic	kinematic	ADJ
ajst-29325	14	12	information	information	NOUN
ajst-29325	14	13	required	require	VERB
ajst-29325	14	14	for	for	ADP
ajst-29325	14	15	subsequent	subsequent	ADJ
ajst-29325	14	16	analysis	analysis	NOUN
ajst-29325	14	17	.	.	PUNCT
ajst-29325	15	1	the	the	DET
ajst-29325	15	2	audio	audio	ADJ
ajst-29325	15	3	data	datum	NOUN
ajst-29325	15	4	was	be	AUX
ajst-29325	15	5	carefully	carefully	ADV
ajst-29325	15	6	manually	manually	ADV
ajst-29325	15	7	annotated	annotate	VERB
ajst-29325	15	8	by	by	ADP
ajst-29325	15	9	experts	expert	NOUN
ajst-29325	15	10	,	,	PUNCT
ajst-29325	15	11	recording	record	VERB
ajst-29325	15	12	the	the	DET
ajst-29325	15	13	corresponding	corresponding	ADJ
ajst-29325	15	14	playing	playing	NOUN
ajst-29325	15	15	techniques	technique	NOUN
ajst-29325	15	16	,	,	PUNCT
ajst-29325	15	17	pitch	pitch	NOUN
ajst-29325	15	18	,	,	PUNCT
ajst-29325	15	19	and	and	CCONJ
ajst-29325	15	20	rhythm	rhythm	PROPN
ajst-29325	15	21	information	information	NOUN
ajst-29325	15	22	,	,	PUNCT
ajst-29325	15	23	providing	provide	VERB
ajst-29325	15	24	reliable	reliable	ADJ
ajst-29325	15	25	ground	ground	NOUN
ajst-29325	15	26	truth	truth	NOUN
ajst-29325	15	27	data	datum	NOUN
ajst-29325	15	28	for	for	ADP
ajst-29325	15	29	supervised	supervised	ADJ
ajst-29325	15	30	learning	learning	NOUN
ajst-29325	15	31	tasks	task	NOUN
ajst-29325	15	32	.	.	PUNCT
ajst-29325	16	1	in	in	ADP
ajst-29325	16	2	addition	addition	NOUN
ajst-29325	16	3	,	,	PUNCT
ajst-29325	16	4	the	the	DET
ajst-29325	16	5	librosa	librosa	ADJ
ajst-29325	16	6	library	library	NOUN
ajst-29325	16	7	[	[	X
ajst-29325	16	8	1	1	X
ajst-29325	16	9	]	]	PUNCT
ajst-29325	16	10	was	be	AUX
ajst-29325	16	11	used	use	VERB
ajst-29325	16	12	to	to	PART
ajst-29325	16	13	extract	extract	VERB
ajst-29325	16	14	detailed	detailed	ADJ
ajst-29325	16	15	audio	audio	ADJ
ajst-29325	16	16	features	feature	NOUN
ajst-29325	16	17	,	,	PUNCT
ajst-29325	16	18	including	include	VERB
ajst-29325	16	19	spectrograms	spectrogram	NOUN
ajst-29325	16	20	,	,	PUNCT
ajst-29325	16	21	mel	mel	PROPN
ajst-29325	16	22	-	-	PUNCT
ajst-29325	16	23	frequency	frequency	ADJ
ajst-29325	16	24	cepstral	cepstral	ADJ
ajst-29325	16	25	coefficients	coefficient	NOUN
ajst-29325	16	26	(	(	PUNCT
ajst-29325	16	27	mfcc	mfcc	NOUN
ajst-29325	16	28	)	)	PUNCT
ajst-29325	16	29	,	,	PUNCT
ajst-29325	16	30	chromaticity	chromaticity	NOUN
ajst-29325	16	31	features	feature	NOUN
ajst-29325	16	32	,	,	PUNCT
ajst-29325	16	33	pitch	pitch	NOUN
ajst-29325	16	34	dynamics	dynamic	NOUN
ajst-29325	16	35	,	,	PUNCT
ajst-29325	16	36	and	and	CCONJ
ajst-29325	16	37	zerocrossing	zerocrossing	NOUN
ajst-29325	16	38	rate	rate	NOUN
ajst-29325	16	39	.	.	PUNCT
ajst-29325	17	1	these	these	DET
ajst-29325	17	2	features	feature	NOUN
ajst-29325	17	3	,	,	PUNCT
ajst-29325	17	4	as	as	ADP
ajst-29325	17	5	input	input	NOUN
ajst-29325	17	6	representations	representation	NOUN
ajst-29325	17	7	of	of	ADP
ajst-29325	17	8	machine	machine	NOUN
ajst-29325	17	9	learning	learning	NOUN
ajst-29325	17	10	models	model	NOUN
ajst-29325	17	11	,	,	PUNCT
ajst-29325	17	12	fully	fully	ADV
ajst-29325	17	13	capture	capture	VERB
ajst-29325	17	14	the	the	DET
ajst-29325	17	15	spectral	spectral	ADJ
ajst-29325	17	16	and	and	CCONJ
ajst-29325	17	17	temporal	temporal	ADJ
ajst-29325	17	18	characteristics	characteristic	NOUN
ajst-29325	17	19	of	of	ADP
ajst-29325	17	20	audio	audio	ADJ
ajst-29325	17	21	signals	signal	NOUN
ajst-29325	17	22	,	,	PUNCT
ajst-29325	17	23	providing	provide	VERB
ajst-29325	17	24	a	a	DET
ajst-29325	17	25	rich	rich	ADJ
ajst-29325	17	26	information	information	NOUN
ajst-29325	17	27	basis	basis	NOUN
ajst-29325	17	28	for	for	ADP
ajst-29325	17	29	classification	classification	NOUN
ajst-29325	17	30	and	and	CCONJ
ajst-29325	17	31	simulation	simulation	NOUN
ajst-29325	17	32	tasks	task	NOUN
ajst-29325	17	33	.	.	PUNCT
ajst-29325	18	1	1.2	1.2	NUM
ajst-29325	18	2	.	.	PUNCT
ajst-29325	18	3	technique	technique	NOUN
ajst-29325	18	4	classification	classification	NOUN
ajst-29325	18	5	model	model	NOUN
ajst-29325	18	6	in	in	ADP
ajst-29325	18	7	order	order	NOUN
ajst-29325	18	8	to	to	PART
ajst-29325	18	9	automatically	automatically	ADV
ajst-29325	18	10	classify	classify	VERB
ajst-29325	18	11	pipa	pipa	ADJ
ajst-29325	18	12	playing	playing	NOUN
ajst-29325	18	13	techniques	technique	NOUN
ajst-29325	18	14	,	,	PUNCT
ajst-29325	18	15	this	this	DET
ajst-29325	18	16	study	study	NOUN
ajst-29325	18	17	designed	design	VERB
ajst-29325	18	18	a	a	DET
ajst-29325	18	19	hybrid	hybrid	ADJ
ajst-29325	18	20	model	model	NOUN
ajst-29325	18	21	based	base	VERB
ajst-29325	18	22	on	on	ADP
ajst-29325	18	23	convolutional	convolutional	ADJ
ajst-29325	18	24	neural	neural	ADJ
ajst-29325	18	25	network	network	NOUN
ajst-29325	18	26	(	(	PUNCT
ajst-29325	18	27	cnn	cnn	PROPN
ajst-29325	18	28	)	)	PUNCT
ajst-29325	19	1	[	[	X
ajst-29325	19	2	2	2	NUM
ajst-29325	19	3	]	]	PUNCT
ajst-29325	19	4	and	and	CCONJ
ajst-29325	19	5	recurrent	recurrent	ADJ
ajst-29325	19	6	neural	neural	ADJ
ajst-29325	19	7	network	network	NOUN
ajst-29325	19	8	(	(	PUNCT
ajst-29325	19	9	rnn	rnn	PROPN
ajst-29325	19	10	)	)	PUNCT
ajst-29325	19	11	.	.	PUNCT
ajst-29325	20	1	cnn	cnn	PROPN
ajst-29325	20	2	is	be	AUX
ajst-29325	20	3	used	use	VERB
ajst-29325	20	4	to	to	PART
ajst-29325	20	5	extract	extract	VERB
ajst-29325	20	6	spatial	spatial	ADJ
ajst-29325	20	7	features	feature	NOUN
ajst-29325	20	8	of	of	ADP
ajst-29325	20	9	audio	audio	ADJ
ajst-29325	20	10	spectrograms	spectrogram	NOUN
ajst-29325	20	11	,	,	PUNCT
ajst-29325	20	12	including	include	VERB
ajst-29325	20	13	harmonic	harmonic	ADJ
ajst-29325	20	14	structure	structure	NOUN
ajst-29325	20	15	,	,	PUNCT
ajst-29325	20	16	transient	transient	ADJ
ajst-29325	20	17	events	event	NOUN
ajst-29325	20	18	and	and	CCONJ
ajst-29325	20	19	frequency	frequency	NOUN
ajst-29325	20	20	distribution	distribution	NOUN
ajst-29325	20	21	,	,	PUNCT
ajst-29325	20	22	while	while	SCONJ
ajst-29325	20	23	rnn	rnn	NOUN
ajst-29325	20	24	captures	capture	VERB
ajst-29325	20	25	the	the	DET
ajst-29325	20	26	temporal	temporal	ADJ
ajst-29325	20	27	series	series	NOUN
ajst-29325	20	28	dynamics	dynamic	NOUN
ajst-29325	20	29	during	during	ADP
ajst-29325	20	30	the	the	DET
ajst-29325	20	31	performance	performance	NOUN
ajst-29325	20	32	,	,	PUNCT
ajst-29325	20	33	such	such	ADJ
ajst-29325	20	34	as	as	ADP
ajst-29325	20	35	note	note	NOUN
ajst-29325	20	36	continuity	continuity	NOUN
ajst-29325	20	37	and	and	CCONJ
ajst-29325	20	38	rhythm	rhythm	NOUN
ajst-29325	20	39	changes	change	NOUN
ajst-29325	20	40	.	.	PUNCT
ajst-29325	21	1	this	this	DET
ajst-29325	21	2	hybrid	hybrid	ADJ
ajst-29325	21	3	model	model	NOUN
ajst-29325	21	4	that	that	PRON
ajst-29325	21	5	combines	combine	VERB
ajst-29325	21	6	spatial	spatial	ADJ
ajst-29325	21	7	and	and	CCONJ
ajst-29325	21	8	temporal	temporal	ADJ
ajst-29325	21	9	features	feature	NOUN
ajst-29325	21	10	can	can	AUX
ajst-29325	21	11	effectively	effectively	ADV
ajst-29325	21	12	improve	improve	VERB
ajst-29325	21	13	the	the	DET
ajst-29325	21	14	recognition	recognition	NOUN
ajst-29325	21	15	ability	ability	NOUN
ajst-29325	21	16	of	of	ADP
ajst-29325	21	17	complex	complex	ADJ
ajst-29325	21	18	playing	playing	NOUN
ajst-29325	21	19	techniques	technique	NOUN
ajst-29325	21	20	.	.	PUNCT
ajst-29325	22	1	the	the	DET
ajst-29325	22	2	training	training	NOUN
ajst-29325	22	3	dataset	dataset	NOUN
ajst-29325	22	4	of	of	ADP
ajst-29325	22	5	the	the	DET
ajst-29325	22	6	model	model	NOUN
ajst-29325	22	7	is	be	AUX
ajst-29325	22	8	divided	divide	VERB
ajst-29325	22	9	into	into	ADP
ajst-29325	22	10	70	70	NUM
ajst-29325	22	11	%	%	NOUN
ajst-29325	22	12	for	for	ADP
ajst-29325	22	13	training	training	NOUN
ajst-29325	22	14	,	,	PUNCT
ajst-29325	22	15	20	20	NUM
ajst-29325	22	16	%	%	NOUN
ajst-29325	22	17	for	for	ADP
ajst-29325	22	18	validation	validation	NOUN
ajst-29325	22	19	,	,	PUNCT
ajst-29325	22	20	and	and	CCONJ
ajst-29325	22	21	10	10	NUM
ajst-29325	22	22	%	%	NOUN
ajst-29325	22	23	for	for	ADP
ajst-29325	22	24	testing	testing	NOUN
ajst-29325	22	25	to	to	PART
ajst-29325	22	26	ensure	ensure	VERB
ajst-29325	22	27	the	the	DET
ajst-29325	22	28	reliability	reliability	NOUN
ajst-29325	22	29	of	of	ADP
ajst-29325	22	30	the	the	DET
ajst-29325	22	31	results	result	NOUN
ajst-29325	22	32	.	.	PUNCT
ajst-29325	23	1	during	during	ADP
ajst-29325	23	2	the	the	DET
ajst-29325	23	3	model	model	NOUN
ajst-29325	23	4	training	training	NOUN
ajst-29325	23	5	process	process	NOUN
ajst-29325	23	6	,	,	PUNCT
ajst-29325	23	7	the	the	DET
ajst-29325	23	8	cross	cross	NOUN
ajst-29325	23	9	entropy	entropy	PROPN
ajst-29325	23	10	loss	loss	NOUN
ajst-29325	23	11	function	function	NOUN
ajst-29325	23	12	is	be	AUX
ajst-29325	23	13	used	use	VERB
ajst-29325	23	14	to	to	PART
ajst-29325	23	15	optimize	optimize	VERB
ajst-29325	23	16	the	the	DET
ajst-29325	23	17	classification	classification	NOUN
ajst-29325	23	18	performance	performance	NOUN
ajst-29325	23	19	,	,	PUNCT
ajst-29325	23	20	and	and	CCONJ
ajst-29325	23	21	the	the	DET
ajst-29325	23	22	learning	learning	NOUN
ajst-29325	23	23	rate	rate	NOUN
ajst-29325	23	24	scheduling	scheduling	NOUN
ajst-29325	23	25	is	be	AUX
ajst-29325	23	26	introduced	introduce	VERB
ajst-29325	23	27	to	to	PART
ajst-29325	23	28	dynamically	dynamically	ADV
ajst-29325	23	29	adjust	adjust	VERB
ajst-29325	23	30	the	the	DET
ajst-29325	23	31	model	model	NOUN
ajst-29325	23	32	learning	learn	VERB
ajst-29325	23	33	progress	progress	NOUN
ajst-29325	23	34	.	.	PUNCT
ajst-29325	24	1	in	in	ADP
ajst-29325	24	2	addition	addition	NOUN
ajst-29325	24	3	,	,	PUNCT
ajst-29325	24	4	the	the	DET
ajst-29325	24	5	early	early	ADJ
ajst-29325	24	6	stopping	stopping	NOUN
ajst-29325	24	7	strategy	strategy	NOUN
ajst-29325	24	8	is	be	AUX
ajst-29325	24	9	used	use	VERB
ajst-29325	24	10	to	to	PART
ajst-29325	24	11	prevent	prevent	VERB
ajst-29325	24	12	overfitting	overfitting	NOUN
ajst-29325	24	13	,	,	PUNCT
ajst-29325	24	14	and	and	CCONJ
ajst-29325	24	15	the	the	DET
ajst-29325	24	16	robustness	robustness	NOUN
ajst-29325	24	17	of	of	ADP
ajst-29325	24	18	the	the	DET
ajst-29325	24	19	model	model	NOUN
ajst-29325	24	20	is	be	AUX
ajst-29325	24	21	further	far	ADV
ajst-29325	24	22	improved	improve	VERB
ajst-29325	24	23	by	by	ADP
ajst-29325	24	24	combining	combine	VERB
ajst-29325	24	25	data	datum	NOUN
ajst-29325	24	26	enhancement	enhancement	NOUN
ajst-29325	24	27	methods	method	NOUN
ajst-29325	24	28	such	such	ADJ
ajst-29325	24	29	as	as	ADP
ajst-29325	24	30	time	time	NOUN
ajst-29325	24	31	stretching	stretching	NOUN
ajst-29325	24	32	,	,	PUNCT
ajst-29325	24	33	pitch	pitch	NOUN
ajst-29325	24	34	shifting	shift	VERB
ajst-29325	24	35	and	and	CCONJ
ajst-29325	24	36	noise	noise	VERB
ajst-29325	24	37	injection	injection	NOUN
ajst-29325	24	38	of	of	ADP
ajst-29325	24	39	audio	audio	ADJ
ajst-29325	24	40	data	datum	NOUN
ajst-29325	24	41	.	.	PUNCT
ajst-29325	25	1	the	the	DET
ajst-29325	25	2	classification	classification	NOUN
ajst-29325	25	3	ability	ability	NOUN
ajst-29325	25	4	of	of	ADP
ajst-29325	25	5	the	the	DET
ajst-29325	25	6	model	model	NOUN
ajst-29325	25	7	is	be	AUX
ajst-29325	25	8	verified	verify	VERB
ajst-29325	25	9	by	by	ADP
ajst-29325	25	10	confusion	confusion	NOUN
ajst-29325	25	11	matrix	matrix	NOUN
ajst-29325	25	12	analysis	analysis	NOUN
ajst-29325	25	13	,	,	PUNCT
ajst-29325	25	14	especially	especially	ADV
ajst-29325	25	15	in	in	ADP
ajst-29325	25	16	the	the	DET
ajst-29325	25	17	classification	classification	NOUN
ajst-29325	25	18	of	of	ADP
ajst-29325	25	19	fingering	fingering	NOUN
ajst-29325	25	20	and	and	CCONJ
ajst-29325	25	21	harmonics	harmonic	NOUN
ajst-29325	25	22	,	,	PUNCT
ajst-29325	25	23	but	but	CCONJ
ajst-29325	25	24	there	there	PRON
ajst-29325	25	25	is	be	VERB
ajst-29325	25	26	still	still	ADV
ajst-29325	25	27	room	room	NOUN
ajst-29325	25	28	for	for	ADP
ajst-29325	25	29	improvement	improvement	NOUN
ajst-29325	25	30	in	in	ADP
ajst-29325	25	31	the	the	DET
ajst-29325	25	32	distinction	distinction	NOUN
ajst-29325	25	33	between	between	ADP
ajst-29325	25	34	pitch	pitch	NOUN
ajst-29325	25	35	bending	bend	VERB
ajst-29325	25	36	and	and	CCONJ
ajst-29325	25	37	plucking	plucking	NOUN
ajst-29325	25	38	.	.	PUNCT
ajst-29325	26	1	future	future	ADJ
ajst-29325	26	2	improvements	improvement	NOUN
ajst-29325	26	3	include	include	VERB
ajst-29325	26	4	using	use	VERB
ajst-29325	26	5	attention	attention	NOUN
ajst-29325	26	6	mechanisms	mechanism	NOUN
ajst-29325	26	7	to	to	PART
ajst-29325	26	8	enhance	enhance	VERB
ajst-29325	26	9	the	the	DET
ajst-29325	26	10	model	model	NOUN
ajst-29325	26	11	's	's	PART
ajst-29325	26	12	sensitivity	sensitivity	NOUN
ajst-29325	26	13	to	to	ADP
ajst-29325	26	14	complex	complex	ADJ
ajst-29325	26	15	techniques	technique	NOUN
ajst-29325	26	16	,	,	PUNCT
ajst-29325	26	17	and	and	CCONJ
ajst-29325	26	18	further	far	ADV
ajst-29325	26	19	improving	improve	VERB
ajst-29325	26	20	classification	classification	NOUN
ajst-29325	26	21	accuracy	accuracy	NOUN
ajst-29325	26	22	through	through	ADP
ajst-29325	26	23	multimodal	multimodal	NOUN
ajst-29325	26	24	input	input	NOUN
ajst-29325	26	25	(	(	PUNCT
ajst-29325	26	26	such	such	ADJ
ajst-29325	26	27	as	as	ADP
ajst-29325	26	28	combining	combine	VERB
ajst-29325	26	29	motion	motion	NOUN
ajst-29325	26	30	capture	capture	NOUN
ajst-29325	26	31	data	datum	NOUN
ajst-29325	26	32	)	)	PUNCT
ajst-29325	26	33	.	.	PUNCT
ajst-29325	27	1	1.3	1.3	NUM
ajst-29325	27	2	.	.	PUNCT
ajst-29325	27	3	tone	tone	NOUN
ajst-29325	27	4	simulation	simulation	NOUN
ajst-29325	27	5	model	model	NOUN
ajst-29325	27	6	in	in	ADP
ajst-29325	27	7	terms	term	NOUN
ajst-29325	27	8	of	of	ADP
ajst-29325	27	9	timbre	timbre	PROPN
ajst-29325	27	10	simulation	simulation	NOUN
ajst-29325	27	11	,	,	PUNCT
ajst-29325	27	12	this	this	DET
ajst-29325	27	13	study	study	NOUN
ajst-29325	27	14	used	use	VERB
ajst-29325	27	15	a	a	DET
ajst-29325	27	16	generative	generative	ADJ
ajst-29325	27	17	adversarial	adversarial	ADJ
ajst-29325	27	18	network	network	NOUN
ajst-29325	27	19	(	(	PUNCT
ajst-29325	27	20	gan	gan	PROPN
ajst-29325	27	21	)	)	PUNCT
ajst-29325	28	1	[	[	X
ajst-29325	28	2	3	3	NUM
ajst-29325	28	3	]	]	PUNCT
ajst-29325	28	4	.	.	PUNCT
ajst-29325	29	1	the	the	DET
ajst-29325	29	2	gan	gan	ADJ
ajst-29325	29	3	architecture	architecture	NOUN
ajst-29325	29	4	consists	consist	VERB
ajst-29325	29	5	of	of	ADP
ajst-29325	29	6	a	a	DET
ajst-29325	29	7	generator	generator	NOUN
ajst-29325	29	8	and	and	CCONJ
ajst-29325	29	9	a	a	DET
ajst-29325	29	10	discriminator	discriminator	NOUN
ajst-29325	29	11	,	,	PUNCT
ajst-29325	29	12	where	where	SCONJ
ajst-29325	29	13	the	the	DET
ajst-29325	29	14	generator	generator	NOUN
ajst-29325	29	15	is	be	AUX
ajst-29325	29	16	responsible	responsible	ADJ
ajst-29325	29	17	for	for	ADP
ajst-29325	29	18	generating	generate	VERB
ajst-29325	29	19	a	a	DET
ajst-29325	29	20	spectrogram	spectrogram	NOUN
ajst-29325	29	21	that	that	PRON
ajst-29325	29	22	simulates	simulate	VERB
ajst-29325	29	23	the	the	DET
ajst-29325	29	24	pipa	pipa	ADJ
ajst-29325	29	25	timbre	timbre	NOUN
ajst-29325	29	26	,	,	PUNCT
ajst-29325	29	27	while	while	SCONJ
ajst-29325	29	28	the	the	DET
ajst-29325	29	29	discriminator	discriminator	NOUN
ajst-29325	29	30	is	be	AUX
ajst-29325	29	31	used	use	VERB
ajst-29325	29	32	to	to	PART
ajst-29325	29	33	judge	judge	VERB
ajst-29325	29	34	the	the	DET
ajst-29325	29	35	authenticity	authenticity	NOUN
ajst-29325	29	36	of	of	ADP
ajst-29325	29	37	the	the	DET
ajst-29325	29	38	generated	generate	VERB
ajst-29325	29	39	timbre	timbre	NOUN
ajst-29325	29	40	and	and	CCONJ
ajst-29325	29	41	perform	perform	VERB
ajst-29325	29	42	feedback	feedback	NOUN
ajst-29325	29	43	optimization	optimization	NOUN
ajst-29325	29	44	.	.	PUNCT
ajst-29325	30	1	the	the	DET
ajst-29325	30	2	generator	generator	NOUN
ajst-29325	30	3	uses	use	VERB
ajst-29325	30	4	a	a	DET
ajst-29325	30	5	multi	multi	ADJ
ajst-29325	30	6	-	-	ADJ
ajst-29325	30	7	layer	layer	ADJ
ajst-29325	30	8	convolutional	convolutional	ADJ
ajst-29325	30	9	and	and	CCONJ
ajst-29325	30	10	deconvolutional	deconvolutional	ADJ
ajst-29325	30	11	network	network	NOUN
ajst-29325	30	12	structure	structure	NOUN
ajst-29325	30	13	to	to	PART
ajst-29325	30	14	capture	capture	VERB
ajst-29325	30	15	the	the	DET
ajst-29325	30	16	complex	complex	ADJ
ajst-29325	30	17	details	detail	NOUN
ajst-29325	30	18	and	and	CCONJ
ajst-29325	30	19	harmonic	harmonic	ADJ
ajst-29325	30	20	characteristics	characteristic	NOUN
ajst-29325	30	21	of	of	ADP
ajst-29325	30	22	the	the	DET
ajst-29325	30	23	timbre	timbre	NOUN
ajst-29325	30	24	,	,	PUNCT
ajst-29325	30	25	while	while	SCONJ
ajst-29325	30	26	the	the	DET
ajst-29325	30	27	discriminator	discriminator	NOUN
ajst-29325	30	28	improves	improve	VERB
ajst-29325	30	29	the	the	DET
ajst-29325	30	30	ability	ability	NOUN
ajst-29325	30	31	to	to	PART
ajst-29325	30	32	evaluate	evaluate	VERB
ajst-29325	30	33	the	the	DET
ajst-29325	30	34	authenticity	authenticity	NOUN
ajst-29325	30	35	of	of	ADP
ajst-29325	30	36	the	the	DET
ajst-29325	30	37	spectrogram	spectrogram	NOUN
ajst-29325	30	38	through	through	ADP
ajst-29325	30	39	a	a	DET
ajst-29325	30	40	multiscale	multiscale	ADJ
ajst-29325	30	41	discrimination	discrimination	NOUN
ajst-29325	30	42	mechanism	mechanism	NOUN
ajst-29325	30	43	.	.	PUNCT
ajst-29325	31	1	in	in	ADP
ajst-29325	31	2	order	order	NOUN
ajst-29325	31	3	to	to	PART
ajst-29325	31	4	further	far	ADV
ajst-29325	31	5	improve	improve	VERB
ajst-29325	31	6	the	the	DET
ajst-29325	31	7	details	detail	NOUN
ajst-29325	31	8	and	and	CCONJ
ajst-29325	31	9	authenticity	authenticity	NOUN
ajst-29325	31	10	of	of	ADP
ajst-29325	31	11	the	the	DET
ajst-29325	31	12	timbre	timbre	NOUN
ajst-29325	31	13	generation	generation	NOUN
ajst-29325	31	14	,	,	PUNCT
ajst-29325	31	15	this	this	DET
ajst-29325	31	16	study	study	NOUN
ajst-29325	31	17	combines	combine	VERB
ajst-29325	31	18	data	data	NOUN
ajst-29325	31	19	-	-	PUNCT
ajst-29325	31	20	driven	drive	VERB
ajst-29325	31	21	methods	method	NOUN
ajst-29325	31	22	with	with	ADP
ajst-29325	31	23	physical	physical	ADJ
ajst-29325	31	24	modeling	modeling	NOUN
ajst-29325	31	25	technology	technology	NOUN
ajst-29325	31	26	.	.	PUNCT
ajst-29325	32	1	specifically	specifically	ADV
ajst-29325	32	2	,	,	PUNCT
ajst-29325	32	3	the	the	DET
ajst-29325	32	4	physical	physical	ADJ
ajst-29325	32	5	modeling	modeling	NOUN
ajst-29325	32	6	part	part	NOUN
ajst-29325	32	7	simulates	simulate	VERB
ajst-29325	32	8	the	the	DET
ajst-29325	32	9	physical	physical	ADJ
ajst-29325	32	10	properties	property	NOUN
ajst-29325	32	11	of	of	ADP
ajst-29325	32	12	114	114	NUM
ajst-29325	32	13	the	the	DET
ajst-29325	32	14	pipa	pipa	NOUN
ajst-29325	32	15	,	,	PUNCT
ajst-29325	32	16	such	such	ADJ
ajst-29325	32	17	as	as	ADP
ajst-29325	32	18	string	string	NOUN
ajst-29325	32	19	tension	tension	NOUN
ajst-29325	32	20	,	,	PUNCT
ajst-29325	32	21	string	string	NOUN
ajst-29325	32	22	plucking	pluck	VERB
ajst-29325	32	23	force	force	NOUN
ajst-29325	32	24	,	,	PUNCT
ajst-29325	32	25	and	and	CCONJ
ajst-29325	32	26	vibration	vibration	NOUN
ajst-29325	32	27	mode	mode	NOUN
ajst-29325	32	28	,	,	PUNCT
ajst-29325	32	29	thereby	thereby	ADV
ajst-29325	32	30	enhancing	enhance	VERB
ajst-29325	32	31	the	the	DET
ajst-29325	32	32	authenticity	authenticity	NOUN
ajst-29325	32	33	of	of	ADP
ajst-29325	32	34	the	the	DET
ajst-29325	32	35	generated	generate	VERB
ajst-29325	32	36	audio	audio	NOUN
ajst-29325	32	37	.	.	PUNCT
ajst-29325	33	1	after	after	SCONJ
ajst-29325	33	2	the	the	DET
ajst-29325	33	3	spectrogram	spectrogram	NOUN
ajst-29325	33	4	is	be	AUX
ajst-29325	33	5	generated	generate	VERB
ajst-29325	33	6	,	,	PUNCT
ajst-29325	33	7	it	it	PRON
ajst-29325	33	8	is	be	AUX
ajst-29325	33	9	converted	convert	VERB
ajst-29325	33	10	into	into	ADP
ajst-29325	33	11	a	a	DET
ajst-29325	33	12	playable	playable	ADJ
ajst-29325	33	13	high	high	ADJ
ajst-29325	33	14	-	-	PUNCT
ajst-29325	33	15	fidelity	fidelity	NOUN
ajst-29325	33	16	audio	audio	NOUN
ajst-29325	33	17	signal	signal	NOUN
ajst-29325	33	18	through	through	ADP
ajst-29325	33	19	inverse	inverse	NOUN
ajst-29325	33	20	transformation	transformation	NOUN
ajst-29325	33	21	.	.	PUNCT
ajst-29325	34	1	the	the	DET
ajst-29325	34	2	evaluation	evaluation	NOUN
ajst-29325	34	3	indicators	indicator	NOUN
ajst-29325	34	4	include	include	VERB
ajst-29325	34	5	subjective	subjective	ADJ
ajst-29325	34	6	listening	listening	NOUN
ajst-29325	34	7	tests	test	NOUN
ajst-29325	34	8	and	and	CCONJ
ajst-29325	34	9	objective	objective	ADJ
ajst-29325	34	10	audio	audio	ADJ
ajst-29325	34	11	feature	feature	NOUN
ajst-29325	34	12	analysis	analysis	NOUN
ajst-29325	34	13	.	.	PUNCT
ajst-29325	35	1	the	the	DET
ajst-29325	35	2	subjective	subjective	ADJ
ajst-29325	35	3	evaluation	evaluation	NOUN
ajst-29325	35	4	invites	invite	VERB
ajst-29325	35	5	professional	professional	ADJ
ajst-29325	35	6	pipa	pipa	NOUN
ajst-29325	35	7	players	player	NOUN
ajst-29325	35	8	and	and	CCONJ
ajst-29325	35	9	ordinary	ordinary	ADJ
ajst-29325	35	10	listeners	listener	NOUN
ajst-29325	35	11	to	to	PART
ajst-29325	35	12	participate	participate	VERB
ajst-29325	35	13	in	in	ADP
ajst-29325	35	14	the	the	DET
ajst-29325	35	15	naturalness	naturalness	NOUN
ajst-29325	35	16	,	,	PUNCT
ajst-29325	35	17	expressiveness	expressiveness	NOUN
ajst-29325	35	18	,	,	PUNCT
ajst-29325	35	19	and	and	CCONJ
ajst-29325	35	20	similarity	similarity	NOUN
ajst-29325	35	21	of	of	ADP
ajst-29325	35	22	the	the	DET
ajst-29325	35	23	generated	generate	VERB
ajst-29325	35	24	audio	audio	NOUN
ajst-29325	35	25	to	to	ADP
ajst-29325	35	26	the	the	DET
ajst-29325	35	27	real	real	ADJ
ajst-29325	35	28	audio	audio	NOUN
ajst-29325	35	29	.	.	PUNCT
ajst-29325	36	1	the	the	DET
ajst-29325	36	2	results	result	NOUN
ajst-29325	36	3	show	show	VERB
ajst-29325	36	4	that	that	SCONJ
ajst-29325	36	5	83	83	NUM
ajst-29325	36	6	%	%	NOUN
ajst-29325	36	7	of	of	ADP
ajst-29325	36	8	the	the	DET
ajst-29325	36	9	subjects	subject	NOUN
ajst-29325	36	10	believe	believe	VERB
ajst-29325	36	11	that	that	SCONJ
ajst-29325	36	12	the	the	DET
ajst-29325	36	13	generated	generate	VERB
ajst-29325	36	14	audio	audio	NOUN
ajst-29325	36	15	is	be	AUX
ajst-29325	36	16	difficult	difficult	ADJ
ajst-29325	36	17	to	to	PART
ajst-29325	36	18	distinguish	distinguish	VERB
ajst-29325	36	19	from	from	ADP
ajst-29325	36	20	the	the	DET
ajst-29325	36	21	real	real	ADJ
ajst-29325	36	22	audio	audio	NOUN
ajst-29325	36	23	.	.	PUNCT
ajst-29325	37	1	objective	objective	ADJ
ajst-29325	37	2	evaluation	evaluation	NOUN
ajst-29325	37	3	used	use	VERB
ajst-29325	37	4	indicators	indicator	NOUN
ajst-29325	37	5	such	such	ADJ
ajst-29325	37	6	as	as	ADP
ajst-29325	37	7	signal	signal	NOUN
ajst-29325	37	8	-	-	PUNCT
ajst-29325	37	9	to	to	ADP
ajst-29325	37	10	-	-	PUNCT
ajst-29325	37	11	noise	noise	NOUN
ajst-29325	37	12	ratio	ratio	NOUN
ajst-29325	37	13	(	(	PUNCT
ajst-29325	37	14	snr	snr	PROPN
ajst-29325	37	15	)	)	PUNCT
ajst-29325	37	16	,	,	PUNCT
ajst-29325	37	17	harmonic	harmonic	ADJ
ajst-29325	37	18	distortion	distortion	NOUN
ajst-29325	37	19	rate	rate	NOUN
ajst-29325	37	20	,	,	PUNCT
ajst-29325	37	21	and	and	CCONJ
ajst-29325	37	22	dynamic	dynamic	ADJ
ajst-29325	37	23	range	range	NOUN
ajst-29325	37	24	to	to	PART
ajst-29325	37	25	verify	verify	VERB
ajst-29325	37	26	the	the	DET
ajst-29325	37	27	technical	technical	ADJ
ajst-29325	37	28	performance	performance	NOUN
ajst-29325	37	29	of	of	ADP
ajst-29325	37	30	the	the	DET
ajst-29325	37	31	generated	generate	VERB
ajst-29325	37	32	audio	audio	NOUN
ajst-29325	37	33	.	.	PUNCT
ajst-29325	38	1	the	the	DET
ajst-29325	38	2	results	result	NOUN
ajst-29325	38	3	showed	show	VERB
ajst-29325	38	4	that	that	SCONJ
ajst-29325	38	5	the	the	DET
ajst-29325	38	6	snr	snr	NOUN
ajst-29325	38	7	reached	reach	VERB
ajst-29325	38	8	35.2	35.2	NUM
ajst-29325	38	9	db	db	NOUN
ajst-29325	38	10	and	and	CCONJ
ajst-29325	38	11	the	the	DET
ajst-29325	38	12	harmonic	harmonic	ADJ
ajst-29325	38	13	distortion	distortion	NOUN
ajst-29325	38	14	rate	rate	NOUN
ajst-29325	38	15	was	be	AUX
ajst-29325	38	16	less	less	ADJ
ajst-29325	38	17	than	than	ADP
ajst-29325	38	18	3	3	NUM
ajst-29325	38	19	%	%	NOUN
ajst-29325	38	20	.	.	PUNCT
ajst-29325	39	1	in	in	ADP
ajst-29325	39	2	addition	addition	NOUN
ajst-29325	39	3	,	,	PUNCT
ajst-29325	39	4	in	in	ADP
ajst-29325	39	5	the	the	DET
ajst-29325	39	6	experiment	experiment	NOUN
ajst-29325	39	7	of	of	ADP
ajst-29325	39	8	the	the	DET
ajst-29325	39	9	classic	classic	ADJ
ajst-29325	39	10	pipa	pipa	NOUN
ajst-29325	39	11	piece	piece	NOUN
ajst-29325	39	12	"	"	PUNCT
ajst-29325	39	13	ten	ten	NUM
ajst-29325	39	14	sides	side	NOUN
ajst-29325	39	15	of	of	ADP
ajst-29325	39	16	ambush	ambush	NOUN
ajst-29325	39	17	"	"	PUNCT
ajst-29325	39	18	,	,	PUNCT
ajst-29325	39	19	the	the	DET
ajst-29325	39	20	model	model	NOUN
ajst-29325	39	21	successfully	successfully	ADV
ajst-29325	39	22	reproduced	reproduce	VERB
ajst-29325	39	23	the	the	DET
ajst-29325	39	24	timbre	timbre	NOUN
ajst-29325	39	25	characteristics	characteristic	NOUN
ajst-29325	39	26	and	and	CCONJ
ajst-29325	39	27	playing	play	VERB
ajst-29325	39	28	styles	style	NOUN
ajst-29325	39	29	of	of	ADP
ajst-29325	39	30	different	different	ADJ
ajst-29325	39	31	passages	passage	NOUN
ajst-29325	39	32	,	,	PUNCT
ajst-29325	39	33	especially	especially	ADV
ajst-29325	39	34	in	in	ADP
ajst-29325	39	35	the	the	DET
ajst-29325	39	36	fast	fast	ADJ
ajst-29325	39	37	finger	finger	NOUN
ajst-29325	39	38	roll	roll	NOUN
ajst-29325	39	39	and	and	CCONJ
ajst-29325	39	40	complex	complex	ADJ
ajst-29325	39	41	string	string	NOUN
ajst-29325	39	42	bending	bend	VERB
ajst-29325	39	43	passages	passage	NOUN
ajst-29325	39	44	.	.	PUNCT
ajst-29325	40	1	it	it	PRON
ajst-29325	40	2	showed	show	VERB
ajst-29325	40	3	excellent	excellent	ADJ
ajst-29325	40	4	timbre	timbre	NOUN
ajst-29325	40	5	restoration	restoration	NOUN
ajst-29325	40	6	ability	ability	NOUN
ajst-29325	40	7	.	.	PUNCT
ajst-29325	41	1	this	this	DET
ajst-29325	41	2	generative	generative	ADJ
ajst-29325	41	3	model	model	NOUN
ajst-29325	41	4	has	have	VERB
ajst-29325	41	5	high	high	ADJ
ajst-29325	41	6	robustness	robustness	NOUN
ajst-29325	41	7	in	in	ADP
ajst-29325	41	8	dynamic	dynamic	ADJ
ajst-29325	41	9	changes	change	NOUN
ajst-29325	41	10	,	,	PUNCT
ajst-29325	41	11	harmonic	harmonic	ADJ
ajst-29325	41	12	details	detail	NOUN
ajst-29325	41	13	,	,	PUNCT
ajst-29325	41	14	and	and	CCONJ
ajst-29325	41	15	rhythmic	rhythmic	ADJ
ajst-29325	41	16	consistency	consistency	NOUN
ajst-29325	41	17	.	.	PUNCT
ajst-29325	42	1	this	this	PRON
ajst-29325	42	2	provides	provide	VERB
ajst-29325	42	3	a	a	DET
ajst-29325	42	4	good	good	ADJ
ajst-29325	42	5	foundation	foundation	NOUN
ajst-29325	42	6	for	for	ADP
ajst-29325	42	7	further	further	ADJ
ajst-29325	42	8	expansion	expansion	NOUN
ajst-29325	42	9	to	to	ADP
ajst-29325	42	10	other	other	ADJ
ajst-29325	42	11	complex	complex	ADJ
ajst-29325	42	12	pieces	piece	NOUN
ajst-29325	42	13	in	in	ADP
ajst-29325	42	14	subsequent	subsequent	ADJ
ajst-29325	42	15	research	research	NOUN
ajst-29325	42	16	,	,	PUNCT
ajst-29325	42	17	and	and	CCONJ
ajst-29325	42	18	brings	bring	VERB
ajst-29325	42	19	new	new	ADJ
ajst-29325	42	20	possibilities	possibility	NOUN
ajst-29325	42	21	for	for	ADP
ajst-29325	42	22	the	the	DET
ajst-29325	42	23	development	development	NOUN
ajst-29325	42	24	of	of	ADP
ajst-29325	42	25	virtual	virtual	ADJ
ajst-29325	42	26	instruments	instrument	NOUN
ajst-29325	42	27	and	and	CCONJ
ajst-29325	42	28	the	the	DET
ajst-29325	42	29	digital	digital	ADJ
ajst-29325	42	30	protection	protection	NOUN
ajst-29325	42	31	of	of	ADP
ajst-29325	42	32	traditional	traditional	ADJ
ajst-29325	42	33	music	music	NOUN
ajst-29325	42	34	.	.	PUNCT
ajst-29325	43	1	2	2	X
ajst-29325	43	2	.	.	X
ajst-29325	43	3	experiments	experiment	NOUN
ajst-29325	43	4	and	and	CCONJ
ajst-29325	43	5	results	result	VERB
ajst-29325	43	6	2.1	2.1	NUM
ajst-29325	43	7	.	.	PUNCT
ajst-29325	44	1	technique	technique	NOUN
ajst-29325	44	2	classification	classification	NOUN
ajst-29325	44	3	results	result	VERB
ajst-29325	44	4	the	the	DET
ajst-29325	44	5	experimental	experimental	ADJ
ajst-29325	44	6	results	result	NOUN
ajst-29325	44	7	show	show	VERB
ajst-29325	44	8	that	that	SCONJ
ajst-29325	44	9	the	the	DET
ajst-29325	44	10	overall	overall	ADJ
ajst-29325	44	11	accuracy	accuracy	NOUN
ajst-29325	44	12	of	of	ADP
ajst-29325	44	13	the	the	DET
ajst-29325	44	14	technique	technique	NOUN
ajst-29325	44	15	classification	classification	NOUN
ajst-29325	44	16	model	model	NOUN
ajst-29325	44	17	on	on	ADP
ajst-29325	44	18	the	the	DET
ajst-29325	44	19	test	test	NOUN
ajst-29325	44	20	set	set	NOUN
ajst-29325	44	21	reached	reach	VERB
ajst-29325	44	22	92.5	92.5	NUM
ajst-29325	44	23	%	%	NOUN
ajst-29325	44	24	.	.	PUNCT
ajst-29325	45	1	among	among	ADP
ajst-29325	45	2	them	they	PRON
ajst-29325	45	3	,	,	PUNCT
ajst-29325	45	4	the	the	DET
ajst-29325	45	5	classification	classification	NOUN
ajst-29325	45	6	of	of	ADP
ajst-29325	45	7	fingering	fingering	NOUN
ajst-29325	45	8	and	and	CCONJ
ajst-29325	45	9	harmonics	harmonic	NOUN
ajst-29325	45	10	performed	perform	VERB
ajst-29325	45	11	best	well	ADV
ajst-29325	45	12	,	,	PUNCT
ajst-29325	45	13	with	with	ADP
ajst-29325	45	14	accuracy	accuracy	NOUN
ajst-29325	45	15	rates	rate	NOUN
ajst-29325	45	16	of	of	ADP
ajst-29325	45	17	96.8	96.8	NUM
ajst-29325	45	18	%	%	NOUN
ajst-29325	45	19	and	and	CCONJ
ajst-29325	45	20	94.2	94.2	NUM
ajst-29325	45	21	%	%	NOUN
ajst-29325	45	22	,	,	PUNCT
ajst-29325	45	23	respectively	respectively	ADV
ajst-29325	45	24	.	.	PUNCT
ajst-29325	46	1	this	this	PRON
ajst-29325	46	2	shows	show	VERB
ajst-29325	46	3	that	that	SCONJ
ajst-29325	46	4	the	the	DET
ajst-29325	46	5	model	model	NOUN
ajst-29325	46	6	performs	perform	VERB
ajst-29325	46	7	well	well	ADV
ajst-29325	46	8	in	in	ADP
ajst-29325	46	9	capturing	capture	VERB
ajst-29325	46	10	the	the	DET
ajst-29325	46	11	unique	unique	ADJ
ajst-29325	46	12	features	feature	NOUN
ajst-29325	46	13	associated	associate	VERB
ajst-29325	46	14	with	with	ADP
ajst-29325	46	15	these	these	DET
ajst-29325	46	16	techniques	technique	NOUN
ajst-29325	46	17	.	.	PUNCT
ajst-29325	47	1	however	however	ADV
ajst-29325	47	2	,	,	PUNCT
ajst-29325	47	3	due	due	ADP
ajst-29325	47	4	to	to	ADP
ajst-29325	47	5	the	the	DET
ajst-29325	47	6	overlap	overlap	NOUN
ajst-29325	47	7	of	of	ADP
ajst-29325	47	8	bending	bend	VERB
ajst-29325	47	9	and	and	CCONJ
ajst-29325	47	10	plucking	pluck	VERB
ajst-29325	47	11	in	in	ADP
ajst-29325	47	12	the	the	DET
ajst-29325	47	13	feature	feature	NOUN
ajst-29325	47	14	space	space	NOUN
ajst-29325	47	15	,	,	PUNCT
ajst-29325	47	16	their	their	PRON
ajst-29325	47	17	classification	classification	NOUN
ajst-29325	47	18	accuracy	accuracy	NOUN
ajst-29325	47	19	is	be	AUX
ajst-29325	47	20	slightly	slightly	ADV
ajst-29325	47	21	lower	low	ADJ
ajst-29325	47	22	than	than	ADP
ajst-29325	47	23	other	other	ADJ
ajst-29325	47	24	features	feature	NOUN
ajst-29325	47	25	,	,	PUNCT
ajst-29325	47	26	at	at	ADP
ajst-29325	47	27	89.5	89.5	NUM
ajst-29325	47	28	%	%	NOUN
ajst-29325	47	29	and	and	CCONJ
ajst-29325	47	30	87.3	87.3	NUM
ajst-29325	47	31	%	%	NOUN
ajst-29325	47	32	,	,	PUNCT
ajst-29325	47	33	respectively	respectively	ADV
ajst-29325	47	34	.	.	PUNCT
ajst-29325	48	1	through	through	ADP
ajst-29325	48	2	mixed	mixed	ADJ
ajst-29325	48	3	matrix	matrix	NOUN
ajst-29325	48	4	analysis	analysis	NOUN
ajst-29325	48	5	,	,	PUNCT
ajst-29325	48	6	the	the	DET
ajst-29325	48	7	research	research	NOUN
ajst-29325	48	8	team	team	NOUN
ajst-29325	48	9	identified	identify	VERB
ajst-29325	48	10	the	the	DET
ajst-29325	48	11	main	main	ADJ
ajst-29325	48	12	feature	feature	NOUN
ajst-29325	48	13	sources	source	NOUN
ajst-29325	48	14	of	of	ADP
ajst-29325	48	15	model	model	NOUN
ajst-29325	48	16	classification	classification	NOUN
ajst-29325	48	17	and	and	CCONJ
ajst-29325	48	18	optimized	optimize	VERB
ajst-29325	48	19	them	they	PRON
ajst-29325	48	20	using	use	VERB
ajst-29325	48	21	feature	feature	NOUN
ajst-29325	48	22	enhancement	enhancement	NOUN
ajst-29325	48	23	techniques	technique	NOUN
ajst-29325	48	24	.	.	PUNCT
ajst-29325	49	1	for	for	ADP
ajst-29325	49	2	example	example	NOUN
ajst-29325	49	3	,	,	PUNCT
ajst-29325	49	4	the	the	DET
ajst-29325	49	5	sample	sample	NOUN
ajst-29325	49	6	size	size	NOUN
ajst-29325	49	7	of	of	ADP
ajst-29325	49	8	a	a	DET
ajst-29325	49	9	specific	specific	ADJ
ajst-29325	49	10	technique	technique	NOUN
ajst-29325	49	11	was	be	AUX
ajst-29325	49	12	increased	increase	VERB
ajst-29325	49	13	,	,	PUNCT
ajst-29325	49	14	and	and	CCONJ
ajst-29325	49	15	the	the	DET
ajst-29325	49	16	literature	literature	NOUN
ajst-29325	49	17	charts	chart	NOUN
ajst-29325	49	18	were	be	AUX
ajst-29325	49	19	enhanced	enhance	VERB
ajst-29325	49	20	to	to	PART
ajst-29325	49	21	highlight	highlight	VERB
ajst-29325	49	22	their	their	PRON
ajst-29325	49	23	key	key	ADJ
ajst-29325	49	24	features	feature	NOUN
ajst-29325	49	25	,	,	PUNCT
ajst-29325	49	26	thereby	thereby	ADV
ajst-29325	49	27	further	far	ADV
ajst-29325	49	28	improving	improve	VERB
ajst-29325	49	29	the	the	DET
ajst-29325	49	30	model	model	NOUN
ajst-29325	49	31	's	's	PART
ajst-29325	49	32	ability	ability	NOUN
ajst-29325	49	33	to	to	PART
ajst-29325	49	34	distinguish	distinguish	VERB
ajst-29325	49	35	easily	easily	ADV
ajst-29325	49	36	confused	confused	ADJ
ajst-29325	49	37	categories	category	NOUN
ajst-29325	49	38	.	.	PUNCT
ajst-29325	50	1	table	table	NOUN
ajst-29325	50	2	1	1	NUM
ajst-29325	50	3	summarizes	summarize	NOUN
ajst-29325	50	4	the	the	DET
ajst-29325	50	5	classification	classification	NOUN
ajst-29325	50	6	results	result	NOUN
ajst-29325	50	7	of	of	ADP
ajst-29325	50	8	different	different	ADJ
ajst-29325	50	9	techniques	technique	NOUN
ajst-29325	50	10	.	.	PUNCT
ajst-29325	51	1	table	table	NOUN
ajst-29325	51	2	1	1	NUM
ajst-29325	51	3	.	.	PUNCT
ajst-29325	52	1	classification	classification	NOUN
ajst-29325	52	2	results	result	NOUN
ajst-29325	52	3	of	of	ADP
ajst-29325	52	4	different	different	ADJ
ajst-29325	52	5	techniques	technique	NOUN
ajst-29325	52	6	technique	technique	NOUN
ajst-29325	52	7	category	category	NOUN
ajst-29325	52	8	classification	classification	NOUN
ajst-29325	52	9	accuracy	accuracy	NOUN
ajst-29325	52	10	(	(	PUNCT
ajst-29325	52	11	%	%	INTJ
ajst-29325	52	12	)	)	PUNCT
ajst-29325	52	13	fingering	finger	VERB
ajst-29325	52	14	96.8	96.8	NUM
ajst-29325	52	15	overtones	overtone	NOUN
ajst-29325	52	16	94.2	94.2	NUM
ajst-29325	52	17	pitch	pitch	NOUN
ajst-29325	52	18	bend	bend	VERB
ajst-29325	52	19	89.5	89.5	NUM
ajst-29325	52	20	2.2	2.2	NUM
ajst-29325	52	21	.	.	PUNCT
ajst-29325	53	1	tone	tone	NOUN
ajst-29325	53	2	simulation	simulation	NOUN
ajst-29325	53	3	effects	effect	VERB
ajst-29325	53	4	the	the	DET
ajst-29325	53	5	audio	audio	NOUN
ajst-29325	53	6	generated	generate	VERB
ajst-29325	53	7	by	by	ADP
ajst-29325	53	8	the	the	DET
ajst-29325	53	9	timbre	timbre	PROPN
ajst-29325	53	10	simulation	simulation	NOUN
ajst-29325	53	11	model	model	NOUN
ajst-29325	53	12	has	have	VERB
ajst-29325	53	13	a	a	DET
ajst-29325	53	14	high	high	ADJ
ajst-29325	53	15	degree	degree	NOUN
ajst-29325	53	16	of	of	ADP
ajst-29325	53	17	similarity	similarity	NOUN
ajst-29325	53	18	with	with	ADP
ajst-29325	53	19	the	the	DET
ajst-29325	53	20	real	real	ADJ
ajst-29325	53	21	audio	audio	NOUN
ajst-29325	53	22	in	in	ADP
ajst-29325	53	23	the	the	DET
ajst-29325	53	24	spectrum	spectrum	NOUN
ajst-29325	53	25	graph	graph	NOUN
ajst-29325	53	26	.	.	PUNCT
ajst-29325	54	1	subjective	subjective	ADJ
ajst-29325	54	2	listening	listening	NOUN
ajst-29325	54	3	tests	test	NOUN
ajst-29325	54	4	show	show	VERB
ajst-29325	54	5	that	that	SCONJ
ajst-29325	54	6	83	83	NUM
ajst-29325	54	7	%	%	NOUN
ajst-29325	54	8	of	of	ADP
ajst-29325	54	9	the	the	DET
ajst-29325	54	10	subjects	subject	NOUN
ajst-29325	54	11	think	think	VERB
ajst-29325	54	12	that	that	SCONJ
ajst-29325	54	13	the	the	DET
ajst-29325	54	14	generated	generate	VERB
ajst-29325	54	15	timbre	timbre	NOUN
ajst-29325	54	16	is	be	AUX
ajst-29325	54	17	difficult	difficult	ADJ
ajst-29325	54	18	to	to	PART
ajst-29325	54	19	distinguish	distinguish	VERB
ajst-29325	54	20	from	from	ADP
ajst-29325	54	21	the	the	DET
ajst-29325	54	22	real	real	ADJ
ajst-29325	54	23	timbre	timbre	NOUN
ajst-29325	54	24	.	.	PUNCT
ajst-29325	55	1	in	in	ADP
ajst-29325	55	2	particular	particular	ADJ
ajst-29325	55	3	,	,	PUNCT
ajst-29325	55	4	in	in	ADP
ajst-29325	55	5	the	the	DET
ajst-29325	55	6	experiment	experiment	NOUN
ajst-29325	55	7	of	of	ADP
ajst-29325	55	8	the	the	DET
ajst-29325	55	9	classic	classic	ADJ
ajst-29325	55	10	pipa	pipa	NOUN
ajst-29325	55	11	piece	piece	NOUN
ajst-29325	55	12	"	"	PUNCT
ajst-29325	55	13	ten	ten	NUM
ajst-29325	55	14	sides	side	NOUN
ajst-29325	55	15	of	of	ADP
ajst-29325	55	16	ambush	ambush	NOUN
ajst-29325	55	17	"	"	PUNCT
ajst-29325	55	18	,	,	PUNCT
ajst-29325	55	19	the	the	DET
ajst-29325	55	20	model	model	NOUN
ajst-29325	55	21	successfully	successfully	ADV
ajst-29325	55	22	restored	restore	VERB
ajst-29325	55	23	the	the	DET
ajst-29325	55	24	timbre	timbre	NOUN
ajst-29325	55	25	characteristics	characteristic	NOUN
ajst-29325	55	26	and	and	CCONJ
ajst-29325	55	27	playing	play	VERB
ajst-29325	55	28	style	style	NOUN
ajst-29325	55	29	of	of	ADP
ajst-29325	55	30	different	different	ADJ
ajst-29325	55	31	sections	section	NOUN
ajst-29325	55	32	.	.	PUNCT
ajst-29325	56	1	in	in	ADP
ajst-29325	56	2	the	the	DET
ajst-29325	56	3	fast	fast	ADJ
ajst-29325	56	4	finger	finger	NOUN
ajst-29325	56	5	roll	roll	NOUN
ajst-29325	56	6	section	section	NOUN
ajst-29325	56	7	,	,	PUNCT
ajst-29325	56	8	the	the	DET
ajst-29325	56	9	generated	generate	VERB
ajst-29325	56	10	audio	audio	NOUN
ajst-29325	56	11	can	can	AUX
ajst-29325	56	12	accurately	accurately	ADV
ajst-29325	56	13	simulate	simulate	VERB
ajst-29325	56	14	the	the	DET
ajst-29325	56	15	clarity	clarity	NOUN
ajst-29325	56	16	and	and	CCONJ
ajst-29325	56	17	continuity	continuity	NOUN
ajst-29325	56	18	of	of	ADP
ajst-29325	56	19	the	the	DET
ajst-29325	56	20	string	string	NOUN
ajst-29325	56	21	vibration	vibration	NOUN
ajst-29325	56	22	,	,	PUNCT
ajst-29325	56	23	while	while	SCONJ
ajst-29325	56	24	in	in	ADP
ajst-29325	56	25	the	the	DET
ajst-29325	56	26	complex	complex	ADJ
ajst-29325	56	27	string	string	NOUN
ajst-29325	56	28	bending	bend	VERB
ajst-29325	56	29	section	section	NOUN
ajst-29325	56	30	,	,	PUNCT
ajst-29325	56	31	the	the	DET
ajst-29325	56	32	dynamic	dynamic	ADJ
ajst-29325	56	33	changes	change	NOUN
ajst-29325	56	34	and	and	CCONJ
ajst-29325	56	35	harmonic	harmonic	ADJ
ajst-29325	56	36	characteristics	characteristic	NOUN
ajst-29325	56	37	of	of	ADP
ajst-29325	56	38	the	the	DET
ajst-29325	56	39	timbre	timbre	NOUN
ajst-29325	56	40	are	be	AUX
ajst-29325	56	41	fully	fully	ADV
ajst-29325	56	42	restored	restore	VERB
ajst-29325	56	43	.	.	PUNCT
ajst-29325	57	1	the	the	DET
ajst-29325	57	2	results	result	NOUN
ajst-29325	57	3	of	of	ADP
ajst-29325	57	4	objective	objective	ADJ
ajst-29325	57	5	evaluation	evaluation	NOUN
ajst-29325	57	6	also	also	ADV
ajst-29325	57	7	further	far	ADV
ajst-29325	57	8	prove	prove	VERB
ajst-29325	57	9	the	the	DET
ajst-29325	57	10	performance	performance	NOUN
ajst-29325	57	11	of	of	ADP
ajst-29325	57	12	the	the	DET
ajst-29325	57	13	timbre	timbre	PROPN
ajst-29325	57	14	simulation	simulation	NOUN
ajst-29325	57	15	model	model	PROPN
ajst-29325	57	16	,	,	PUNCT
ajst-29325	57	17	with	with	ADP
ajst-29325	57	18	an	an	DET
ajst-29325	57	19	average	average	ADJ
ajst-29325	57	20	signal	signal	NOUN
ajst-29325	57	21	-	-	PUNCT
ajst-29325	57	22	to	to	ADP
ajst-29325	57	23	-	-	PUNCT
ajst-29325	57	24	noise	noise	NOUN
ajst-29325	57	25	ratio	ratio	NOUN
ajst-29325	57	26	(	(	PUNCT
ajst-29325	57	27	snr	snr	PROPN
ajst-29325	57	28	)	)	PUNCT
ajst-29325	57	29	of	of	ADP
ajst-29325	57	30	35.2	35.2	NUM
ajst-29325	57	31	db	db	NOUN
ajst-29325	57	32	and	and	CCONJ
ajst-29325	57	33	a	a	DET
ajst-29325	57	34	harmonic	harmonic	ADJ
ajst-29325	57	35	distortion	distortion	NOUN
ajst-29325	57	36	rate	rate	NOUN
ajst-29325	57	37	of	of	ADP
ajst-29325	57	38	less	less	ADJ
ajst-29325	57	39	than	than	ADP
ajst-29325	57	40	3	3	NUM
ajst-29325	57	41	%	%	NOUN
ajst-29325	57	42	,	,	PUNCT
ajst-29325	57	43	indicating	indicate	VERB
ajst-29325	57	44	that	that	SCONJ
ajst-29325	57	45	the	the	DET
ajst-29325	57	46	generated	generate	VERB
ajst-29325	57	47	audio	audio	NOUN
ajst-29325	57	48	has	have	VERB
ajst-29325	57	49	high	high	ADJ
ajst-29325	57	50	fidelity.table	fidelity.table	ADJ
ajst-29325	57	51	2	2	NUM
ajst-29325	57	52	objective	objective	ADJ
ajst-29325	57	53	indicator	indicator	NOUN
ajst-29325	57	54	analysis	analysis	NOUN
ajst-29325	57	55	further	further	ADJ
ajst-29325	57	56	verifies	verifie	NOUN
ajst-29325	57	57	the	the	DET
ajst-29325	57	58	quality	quality	NOUN
ajst-29325	57	59	of	of	ADP
ajst-29325	57	60	the	the	DET
ajst-29325	57	61	generated	generate	VERB
ajst-29325	57	62	audio	audio	NOUN
ajst-29325	57	63	.	.	PUNCT
ajst-29325	57	64	table	table	NOUN
ajst-29325	57	65	2	2	NUM
ajst-29325	57	66	.	.	PUNCT
ajst-29325	57	67	audio	audio	ADJ
ajst-29325	57	68	quality	quality	NOUN
ajst-29325	57	69	index	index	NOUN
ajst-29325	57	70	value	value	NOUN
ajst-29325	57	71	signal	signal	NOUN
ajst-29325	57	72	-	-	PUNCT
ajst-29325	57	73	to	to	ADP
ajst-29325	57	74	-	-	PUNCT
ajst-29325	57	75	noise	noise	NOUN
ajst-29325	57	76	ratio	ratio	NOUN
ajst-29325	57	77	(	(	PUNCT
ajst-29325	57	78	snr	snr	PROPN
ajst-29325	57	79	)	)	PUNCT
ajst-29325	57	80	35.2	35.2	NUM
ajst-29325	57	81	db	db	PROPN
ajst-29325	57	82	harmonic	harmonic	ADJ
ajst-29325	57	83	distortion	distortion	NOUN
ajst-29325	57	84	rate	rate	NOUN
ajst-29325	57	85	<	<	X
ajst-29325	57	86	3	3	NUM
ajst-29325	57	87	%	%	NOUN
ajst-29325	57	88	2.3	2.3	NUM
ajst-29325	57	89	.	.	PUNCT
ajst-29325	58	1	case	case	NOUN
ajst-29325	58	2	study	study	NOUN
ajst-29325	58	3	taking	take	VERB
ajst-29325	58	4	"	"	PUNCT
ajst-29325	58	5	house	house	NOUN
ajst-29325	58	6	of	of	ADP
ajst-29325	58	7	flying	fly	VERB
ajst-29325	58	8	daggers	dagger	NOUN
ajst-29325	58	9	"	"	PUNCT
ajst-29325	58	10	as	as	ADP
ajst-29325	58	11	an	an	DET
ajst-29325	58	12	example	example	NOUN
ajst-29325	58	13	,	,	PUNCT
ajst-29325	58	14	this	this	DET
ajst-29325	58	15	study	study	NOUN
ajst-29325	58	16	analyzed	analyze	VERB
ajst-29325	58	17	and	and	CCONJ
ajst-29325	58	18	simulated	simulate	VERB
ajst-29325	58	19	various	various	ADJ
ajst-29325	58	20	techniques	technique	NOUN
ajst-29325	58	21	in	in	ADP
ajst-29325	58	22	its	its	PRON
ajst-29325	58	23	performance	performance	NOUN
ajst-29325	58	24	.	.	PUNCT
ajst-29325	59	1	the	the	DET
ajst-29325	59	2	results	result	NOUN
ajst-29325	59	3	show	show	VERB
ajst-29325	59	4	that	that	SCONJ
ajst-29325	59	5	the	the	DET
ajst-29325	59	6	model	model	NOUN
ajst-29325	59	7	still	still	ADV
ajst-29325	59	8	maintains	maintain	VERB
ajst-29325	59	9	a	a	DET
ajst-29325	59	10	high	high	ADJ
ajst-29325	59	11	degree	degree	NOUN
ajst-29325	59	12	of	of	ADP
ajst-29325	59	13	timbre	timbre	NOUN
ajst-29325	59	14	restoration	restoration	NOUN
ajst-29325	59	15	when	when	SCONJ
ajst-29325	59	16	processing	process	VERB
ajst-29325	59	17	fast	fast	ADJ
ajst-29325	59	18	finger	finger	NOUN
ajst-29325	59	19	rolling	roll	VERB
ajst-29325	59	20	and	and	CCONJ
ajst-29325	59	21	complex	complex	ADJ
ajst-29325	59	22	string	string	NOUN
ajst-29325	59	23	bending	bending	NOUN
ajst-29325	59	24	,	,	PUNCT
ajst-29325	59	25	and	and	CCONJ
ajst-29325	59	26	the	the	DET
ajst-29325	59	27	rhythm	rhythm	PROPN
ajst-29325	59	28	consistency	consistency	NOUN
ajst-29325	59	29	and	and	CCONJ
ajst-29325	59	30	dynamic	dynamic	ADJ
ajst-29325	59	31	changes	change	NOUN
ajst-29325	59	32	of	of	ADP
ajst-29325	59	33	the	the	DET
ajst-29325	59	34	audio	audio	ADJ
ajst-29325	59	35	output	output	NOUN
ajst-29325	59	36	reach	reach	VERB
ajst-29325	59	37	a	a	DET
ajst-29325	59	38	high	high	ADJ
ajst-29325	59	39	level	level	NOUN
ajst-29325	59	40	.	.	PUNCT
ajst-29325	60	1	in	in	ADP
ajst-29325	60	2	the	the	DET
ajst-29325	60	3	simulation	simulation	NOUN
ajst-29325	60	4	of	of	ADP
ajst-29325	60	5	fast	fast	ADJ
ajst-29325	60	6	finger	finger	NOUN
ajst-29325	60	7	rolling	rolling	NOUN
ajst-29325	60	8	,	,	PUNCT
ajst-29325	60	9	the	the	DET
ajst-29325	60	10	generated	generate	VERB
ajst-29325	60	11	audio	audio	NOUN
ajst-29325	60	12	can	can	AUX
ajst-29325	60	13	clearly	clearly	ADV
ajst-29325	60	14	reproduce	reproduce	VERB
ajst-29325	60	15	the	the	DET
ajst-29325	60	16	continuity	continuity	NOUN
ajst-29325	60	17	when	when	SCONJ
ajst-29325	60	18	switching	switch	VERB
ajst-29325	60	19	fingerings	fingering	NOUN
ajst-29325	60	20	,	,	PUNCT
ajst-29325	60	21	and	and	CCONJ
ajst-29325	60	22	is	be	AUX
ajst-29325	60	23	highly	highly	ADV
ajst-29325	60	24	consistent	consistent	ADJ
ajst-29325	60	25	with	with	ADP
ajst-29325	60	26	the	the	DET
ajst-29325	60	27	rhythm	rhythm	NOUN
ajst-29325	60	28	of	of	ADP
ajst-29325	60	29	the	the	DET
ajst-29325	60	30	real	real	ADJ
ajst-29325	60	31	audio	audio	NOUN
ajst-29325	60	32	.	.	PUNCT
ajst-29325	61	1	in	in	ADP
ajst-29325	61	2	the	the	DET
ajst-29325	61	3	passage	passage	NOUN
ajst-29325	61	4	of	of	ADP
ajst-29325	61	5	complex	complex	ADJ
ajst-29325	61	6	string	string	NOUN
ajst-29325	61	7	bending	bending	NOUN
ajst-29325	61	8	,	,	PUNCT
ajst-29325	61	9	the	the	DET
ajst-29325	61	10	generated	generate	VERB
ajst-29325	61	11	audio	audio	NOUN
ajst-29325	61	12	shows	show	VERB
ajst-29325	61	13	the	the	DET
ajst-29325	61	14	influence	influence	NOUN
ajst-29325	61	15	of	of	ADP
ajst-29325	61	16	mechanical	mechanical	ADJ
ajst-29325	61	17	properties	property	NOUN
ajst-29325	61	18	on	on	ADP
ajst-29325	61	19	timbre	timbre	NOUN
ajst-29325	61	20	,	,	PUNCT
ajst-29325	61	21	such	such	ADJ
ajst-29325	61	22	as	as	ADP
ajst-29325	61	23	harmonic	harmonic	ADJ
ajst-29325	61	24	shift	shift	NOUN
ajst-29325	61	25	and	and	CCONJ
ajst-29325	61	26	dynamic	dynamic	ADJ
ajst-29325	61	27	pitch	pitch	NOUN
ajst-29325	61	28	changes	change	NOUN
ajst-29325	61	29	caused	cause	VERB
ajst-29325	61	30	by	by	ADP
ajst-29325	61	31	changes	change	NOUN
ajst-29325	61	32	in	in	ADP
ajst-29325	61	33	string	string	NOUN
ajst-29325	61	34	tension	tension	NOUN
ajst-29325	61	35	.	.	PUNCT
ajst-29325	62	1	in	in	ADP
ajst-29325	62	2	the	the	DET
ajst-29325	62	3	case	case	NOUN
ajst-29325	62	4	of	of	ADP
ajst-29325	62	5	rapid	rapid	ADJ
ajst-29325	62	6	switching	switching	NOUN
ajst-29325	62	7	of	of	ADP
ajst-29325	62	8	multiple	multiple	ADJ
ajst-29325	62	9	techniques	technique	NOUN
ajst-29325	62	10	,	,	PUNCT
ajst-29325	62	11	the	the	DET
ajst-29325	62	12	generated	generate	VERB
ajst-29325	62	13	audio	audio	NOUN
ajst-29325	62	14	can	can	AUX
ajst-29325	62	15	smoothly	smoothly	ADV
ajst-29325	62	16	connect	connect	VERB
ajst-29325	62	17	the	the	DET
ajst-29325	62	18	transient	transient	ADJ
ajst-29325	62	19	characteristics	characteristic	NOUN
ajst-29325	62	20	of	of	ADP
ajst-29325	62	21	different	different	ADJ
ajst-29325	62	22	techniques	technique	NOUN
ajst-29325	62	23	,	,	PUNCT
ajst-29325	62	24	showing	show	VERB
ajst-29325	62	25	a	a	DET
ajst-29325	62	26	high	high	ADJ
ajst-29325	62	27	level	level	NOUN
ajst-29325	62	28	of	of	ADP
ajst-29325	62	29	artistic	artistic	ADJ
ajst-29325	62	30	expression	expression	NOUN
ajst-29325	62	31	as	as	ADP
ajst-29325	62	32	a	a	DET
ajst-29325	62	33	whole	whole	NOUN
ajst-29325	62	34	.	.	PUNCT
ajst-29325	63	1	through	through	ADP
ajst-29325	63	2	in	in	ADP
ajst-29325	63	3	-	-	PUNCT
ajst-29325	63	4	depth	depth	NOUN
ajst-29325	63	5	analysis	analysis	NOUN
ajst-29325	63	6	of	of	ADP
ajst-29325	63	7	the	the	DET
ajst-29325	63	8	case	case	NOUN
ajst-29325	63	9	,	,	PUNCT
ajst-29325	63	10	the	the	DET
ajst-29325	63	11	model	model	NOUN
ajst-29325	63	12	's	's	PART
ajst-29325	63	13	excellent	excellent	ADJ
ajst-29325	63	14	ability	ability	NOUN
ajst-29325	63	15	in	in	ADP
ajst-29325	63	16	timbre	timbre	NOUN
ajst-29325	63	17	restoration	restoration	NOUN
ajst-29325	63	18	,	,	PUNCT
ajst-29325	63	19	rhythm	rhythm	NOUN
ajst-29325	63	20	consistency	consistency	NOUN
ajst-29325	63	21	and	and	CCONJ
ajst-29325	63	22	dynamic	dynamic	ADJ
ajst-29325	63	23	detail	detail	NOUN
ajst-29325	63	24	processing	processing	NOUN
ajst-29325	63	25	is	be	AUX
ajst-29325	63	26	verified	verify	VERB
ajst-29325	63	27	,	,	PUNCT
ajst-29325	63	28	providing	provide	VERB
ajst-29325	63	29	a	a	DET
ajst-29325	63	30	solid	solid	ADJ
ajst-29325	63	31	foundation	foundation	NOUN
ajst-29325	63	32	for	for	ADP
ajst-29325	63	33	subsequent	subsequent	ADJ
ajst-29325	63	34	research	research	NOUN
ajst-29325	63	35	.	.	PUNCT
ajst-29325	64	1	3	3	X
ajst-29325	64	2	.	.	X
ajst-29325	64	3	discuss	discuss	VERB
ajst-29325	64	4	3.1	3.1	NUM
ajst-29325	64	5	.	.	PUNCT
ajst-29325	65	1	research	research	NOUN
ajst-29325	65	2	contributions	contribution	NOUN
ajst-29325	65	3	this	this	DET
ajst-29325	65	4	study	study	NOUN
ajst-29325	65	5	combines	combine	VERB
ajst-29325	65	6	deep	deep	ADJ
ajst-29325	65	7	learning	learning	NOUN
ajst-29325	65	8	[	[	X
ajst-29325	65	9	4	4	NUM
ajst-29325	65	10	]	]	PUNCT
ajst-29325	65	11	and	and	CCONJ
ajst-29325	65	12	physical	physical	ADJ
ajst-29325	65	13	modeling	modeling	NOUN
ajst-29325	65	14	technology	technology	NOUN
ajst-29325	65	15	to	to	PART
ajst-29325	65	16	develop	develop	VERB
ajst-29325	65	17	a	a	DET
ajst-29325	65	18	comprehensive	comprehensive	ADJ
ajst-29325	65	19	framework	framework	NOUN
ajst-29325	65	20	for	for	ADP
ajst-29325	65	21	pipa	pipa	ADJ
ajst-29325	65	22	performance	performance	NOUN
ajst-29325	65	23	analysis	analysis	NOUN
ajst-29325	65	24	and	and	CCONJ
ajst-29325	65	25	timbre	timbre	NOUN
ajst-29325	65	26	simulation	simulation	NOUN
ajst-29325	65	27	.	.	PUNCT
ajst-29325	66	1	experimental	experimental	ADJ
ajst-29325	66	2	results	result	NOUN
ajst-29325	66	3	show	show	VERB
ajst-29325	66	4	that	that	SCONJ
ajst-29325	66	5	this	this	DET
ajst-29325	66	6	method	method	NOUN
ajst-29325	66	7	can	can	AUX
ajst-29325	66	8	not	not	PART
ajst-29325	66	9	only	only	ADV
ajst-29325	66	10	accurately	accurately	ADV
ajst-29325	66	11	classify	classify	VERB
ajst-29325	66	12	pipa	pipa	ADJ
ajst-29325	66	13	performance	performance	NOUN
ajst-29325	66	14	techniques	technique	NOUN
ajst-29325	66	15	,	,	PUNCT
ajst-29325	66	16	but	but	CCONJ
ajst-29325	66	17	also	also	ADV
ajst-29325	66	18	generate	generate	VERB
ajst-29325	66	19	high	high	ADJ
ajst-29325	66	20	-	-	PUNCT
ajst-29325	66	21	quality	quality	NOUN
ajst-29325	66	22	timbre	timbre	NOUN
ajst-29325	66	23	simulations	simulation	NOUN
ajst-29325	66	24	.	.	PUNCT
ajst-29325	67	1	this	this	PRON
ajst-29325	67	2	provides	provide	VERB
ajst-29325	67	3	technical	technical	ADJ
ajst-29325	67	4	support	support	NOUN
ajst-29325	67	5	for	for	ADP
ajst-29325	67	6	the	the	DET
ajst-29325	67	7	digital	digital	ADJ
ajst-29325	67	8	protection	protection	NOUN
ajst-29325	67	9	and	and	CCONJ
ajst-29325	67	10	dissemination	dissemination	NOUN
ajst-29325	67	11	of	of	ADP
ajst-29325	67	12	pipa	pipa	ADJ
ajst-29325	67	13	art	art	NOUN
ajst-29325	67	14	,	,	PUNCT
ajst-29325	67	15	and	and	CCONJ
ajst-29325	67	16	brings	bring	VERB
ajst-29325	67	17	new	new	ADJ
ajst-29325	67	18	possibilities	possibility	NOUN
ajst-29325	67	19	to	to	ADP
ajst-29325	67	20	music	music	NOUN
ajst-29325	67	21	education	education	NOUN
ajst-29325	67	22	,	,	PUNCT
ajst-29325	67	23	virtual	virtual	ADJ
ajst-29325	67	24	instrument	instrument	NOUN
ajst-29325	67	25	development	development	NOUN
ajst-29325	67	26	and	and	CCONJ
ajst-29325	67	27	other	other	ADJ
ajst-29325	67	28	fields	field	NOUN
ajst-29325	67	29	.	.	PUNCT
ajst-29325	68	1	3.2	3.2	NUM
ajst-29325	68	2	.	.	PUNCT
ajst-29325	68	3	limitations	limitation	NOUN
ajst-29325	68	4	and	and	CCONJ
ajst-29325	68	5	directions	direction	NOUN
ajst-29325	68	6	for	for	ADP
ajst-29325	68	7	improvement	improvement	NOUN
ajst-29325	68	8	first	first	ADV
ajst-29325	68	9	,	,	PUNCT
ajst-29325	68	10	the	the	DET
ajst-29325	68	11	size	size	NOUN
ajst-29325	68	12	of	of	ADP
ajst-29325	68	13	the	the	DET
ajst-29325	68	14	dataset	dataset	NOUN
ajst-29325	68	15	is	be	AUX
ajst-29325	68	16	limited	limit	VERB
ajst-29325	68	17	,	,	PUNCT
ajst-29325	68	18	which	which	PRON
ajst-29325	68	19	may	may	AUX
ajst-29325	68	20	affect	affect	VERB
ajst-29325	68	21	the	the	DET
ajst-29325	68	22	model	model	NOUN
ajst-29325	68	23	's	's	PART
ajst-29325	68	24	ability	ability	NOUN
ajst-29325	68	25	to	to	PART
ajst-29325	68	26	generalize	generalize	VERB
ajst-29325	68	27	to	to	ADP
ajst-29325	68	28	complex	complex	ADJ
ajst-29325	68	29	repertoires	repertoire	NOUN
ajst-29325	68	30	and	and	CCONJ
ajst-29325	68	31	nonmainstream	nonmainstream	PROPN
ajst-29325	68	32	techniques	technique	NOUN
ajst-29325	68	33	;	;	PUNCT
ajst-29325	68	34	second	second	X
ajst-29325	68	35	,	,	PUNCT
ajst-29325	68	36	there	there	PRON
ajst-29325	68	37	is	be	VERB
ajst-29325	68	38	still	still	ADV
ajst-29325	68	39	room	room	NOUN
ajst-29325	68	40	for	for	ADP
ajst-29325	68	41	improvement	improvement	NOUN
ajst-29325	68	42	in	in	ADP
ajst-29325	68	43	timbre	timbre	NOUN
ajst-29325	68	44	simulation	simulation	NOUN
ajst-29325	68	45	in	in	ADP
ajst-29325	68	46	terms	term	NOUN
ajst-29325	68	47	of	of	ADP
ajst-29325	68	48	extreme	extreme	ADJ
ajst-29325	68	49	115	115	NUM
ajst-29325	68	50	volume	volume	NOUN
ajst-29325	68	51	and	and	CCONJ
ajst-29325	68	52	high	high	ADJ
ajst-29325	68	53	-	-	PUNCT
ajst-29325	68	54	frequency	frequency	NOUN
ajst-29325	68	55	details	detail	NOUN
ajst-29325	68	56	.	.	PUNCT
ajst-29325	69	1	future	future	ADJ
ajst-29325	69	2	research	research	NOUN
ajst-29325	69	3	can	can	AUX
ajst-29325	69	4	improve	improve	VERB
ajst-29325	69	5	the	the	DET
ajst-29325	69	6	robustness	robustness	NOUN
ajst-29325	69	7	of	of	ADP
ajst-29325	69	8	the	the	DET
ajst-29325	69	9	model	model	NOUN
ajst-29325	69	10	by	by	ADP
ajst-29325	69	11	expanding	expand	VERB
ajst-29325	69	12	the	the	DET
ajst-29325	69	13	multimodal	multimodal	NOUN
ajst-29325	69	14	dataset	dataset	NOUN
ajst-29325	69	15	to	to	PART
ajst-29325	69	16	cover	cover	VERB
ajst-29325	69	17	more	more	ADJ
ajst-29325	69	18	playing	playing	NOUN
ajst-29325	69	19	styles	style	NOUN
ajst-29325	69	20	and	and	CCONJ
ajst-29325	69	21	techniques	technique	NOUN
ajst-29325	69	22	.	.	PUNCT
ajst-29325	70	1	in	in	ADP
ajst-29325	70	2	addition	addition	NOUN
ajst-29325	70	3	,	,	PUNCT
ajst-29325	70	4	exploring	explore	VERB
ajst-29325	70	5	simulation	simulation	NOUN
ajst-29325	70	6	methods	method	NOUN
ajst-29325	70	7	for	for	ADP
ajst-29325	70	8	multi	multi	ADJ
ajst-29325	70	9	-	-	ADJ
ajst-29325	70	10	instrument	instrument	ADJ
ajst-29325	70	11	collaborative	collaborative	ADJ
ajst-29325	70	12	performance	performance	NOUN
ajst-29325	70	13	and	and	CCONJ
ajst-29325	70	14	applying	apply	VERB
ajst-29325	70	15	timbre	timbre	NOUN
ajst-29325	70	16	simulation	simulation	NOUN
ajst-29325	70	17	to	to	ADP
ajst-29325	70	18	virtual	virtual	ADJ
ajst-29325	70	19	reality	reality	NOUN
ajst-29325	70	20	and	and	CCONJ
ajst-29325	70	21	gaming	gaming	NOUN
ajst-29325	70	22	are	be	AUX
ajst-29325	70	23	also	also	ADV
ajst-29325	70	24	areas	area	NOUN
ajst-29325	70	25	worthy	worthy	ADJ
ajst-29325	70	26	of	of	ADP
ajst-29325	70	27	attention	attention	NOUN
ajst-29325	70	28	.	.	PUNCT
ajst-29325	71	1	4	4	X
ajst-29325	71	2	.	.	X
ajst-29325	71	3	conclusion	conclusion	NOUN
ajst-29325	71	4	this	this	DET
ajst-29325	71	5	study	study	NOUN
ajst-29325	71	6	successfully	successfully	ADV
ajst-29325	71	7	developed	develop	VERB
ajst-29325	71	8	a	a	DET
ajst-29325	71	9	complete	complete	ADJ
ajst-29325	71	10	analysis	analysis	NOUN
ajst-29325	71	11	and	and	CCONJ
ajst-29325	71	12	simulation	simulation	NOUN
ajst-29325	71	13	framework	framework	NOUN
ajst-29325	71	14	by	by	ADP
ajst-29325	71	15	combining	combine	VERB
ajst-29325	71	16	artificial	artificial	ADJ
ajst-29325	71	17	intelligence	intelligence	NOUN
ajst-29325	71	18	technology	technology	NOUN
ajst-29325	71	19	with	with	ADP
ajst-29325	71	20	pipa	pipa	ADJ
ajst-29325	71	21	art	art	NOUN
ajst-29325	71	22	.	.	PUNCT
ajst-29325	72	1	the	the	DET
ajst-29325	72	2	high	high	ADJ
ajst-29325	72	3	performance	performance	NOUN
ajst-29325	72	4	of	of	ADP
ajst-29325	72	5	the	the	DET
ajst-29325	72	6	technique	technique	NOUN
ajst-29325	72	7	classification	classification	NOUN
ajst-29325	72	8	model	model	NOUN
ajst-29325	72	9	and	and	CCONJ
ajst-29325	72	10	the	the	DET
ajst-29325	72	11	timbre	timbre	PROPN
ajst-29325	72	12	simulation	simulation	NOUN
ajst-29325	72	13	model	model	NOUN
ajst-29325	72	14	verified	verify	VERB
ajst-29325	72	15	the	the	DET
ajst-29325	72	16	potential	potential	NOUN
ajst-29325	72	17	of	of	ADP
ajst-29325	72	18	artificial	artificial	ADJ
ajst-29325	72	19	intelligence	intelligence	NOUN
ajst-29325	72	20	in	in	ADP
ajst-29325	72	21	traditional	traditional	ADJ
ajst-29325	72	22	music	music	NOUN
ajst-29325	72	23	research	research	NOUN
ajst-29325	72	24	.	.	PUNCT
ajst-29325	73	1	in	in	ADP
ajst-29325	73	2	the	the	DET
ajst-29325	73	3	future	future	NOUN
ajst-29325	73	4	,	,	PUNCT
ajst-29325	73	5	further	further	ADJ
ajst-29325	73	6	optimization	optimization	NOUN
ajst-29325	73	7	and	and	CCONJ
ajst-29325	73	8	promotion	promotion	NOUN
ajst-29325	73	9	of	of	ADP
ajst-29325	73	10	this	this	DET
ajst-29325	73	11	method	method	NOUN
ajst-29325	73	12	is	be	AUX
ajst-29325	73	13	expected	expect	VERB
ajst-29325	73	14	to	to	PART
ajst-29325	73	15	inject	inject	VERB
ajst-29325	73	16	new	new	ADJ
ajst-29325	73	17	impetus	impetus	NOUN
ajst-29325	73	18	into	into	ADP
ajst-29325	73	19	the	the	DET
ajst-29325	73	20	inheritance	inheritance	NOUN
ajst-29325	73	21	and	and	CCONJ
ajst-29325	73	22	innovation	innovation	NOUN
ajst-29325	73	23	of	of	ADP
ajst-29325	73	24	pipa	pipa	ADJ
ajst-29325	73	25	art	art	NOUN
ajst-29325	73	26	,	,	PUNCT
ajst-29325	73	27	while	while	SCONJ
ajst-29325	73	28	promoting	promote	VERB
ajst-29325	73	29	the	the	DET
ajst-29325	73	30	dissemination	dissemination	NOUN
ajst-29325	73	31	and	and	CCONJ
ajst-29325	73	32	development	development	NOUN
ajst-29325	73	33	of	of	ADP
ajst-29325	73	34	traditional	traditional	ADJ
ajst-29325	73	35	music	music	NOUN
ajst-29325	73	36	art	art	NOUN
ajst-29325	73	37	around	around	ADP
ajst-29325	73	38	the	the	DET
ajst-29325	73	39	world	world	NOUN
ajst-29325	73	40	.	.	PUNCT
ajst-29325	74	1	references	reference	NOUN
ajst-29325	74	2	[	[	X
ajst-29325	74	3	1	1	NUM
ajst-29325	74	4	]	]	PUNCT
ajst-29325	74	5	mcfee	mcfee	PROPN
ajst-29325	74	6	b.	b.	PROPN
ajst-29325	74	7	et	et	PROPN
ajst-29325	74	8	al	al	PROPN
ajst-29325	74	9	.	.	PROPN
ajst-29325	74	10	(	(	PUNCT
ajst-29325	74	11	2015	2015	NUM
ajst-29325	74	12	)	)	PUNCT
ajst-29325	74	13	.	.	PUNCT
ajst-29325	75	1	"	"	PUNCT
ajst-29325	75	2	librosa	librosa	ADJ
ajst-29325	75	3	:	:	PUNCT
ajst-29325	75	4	audio	audio	ADJ
ajst-29325	75	5	and	and	CCONJ
ajst-29325	75	6	music	music	NOUN
ajst-29325	75	7	signal	signal	NOUN
ajst-29325	75	8	analysis	analysis	NOUN
ajst-29325	75	9	in	in	ADP
ajst-29325	75	10	python	python	NOUN
ajst-29325	75	11	.	.	PUNCT
ajst-29325	75	12	"	"	PUNCT
ajst-29325	76	1	proceedings	proceeding	NOUN
ajst-29325	76	2	of	of	ADP
ajst-29325	76	3	the	the	DET
ajst-29325	76	4	14th	14th	ADJ
ajst-29325	76	5	python	python	NOUN
ajst-29325	76	6	in	in	ADP
ajst-29325	76	7	science	science	NOUN
ajst-29325	76	8	conference	conference	NOUN
ajst-29325	76	9	..	..	PUNCT
ajst-29325	77	1	[	[	X
ajst-29325	77	2	2	2	NUM
ajst-29325	77	3	]	]	X
ajst-29325	77	4	li	li	PROPN
ajst-29325	77	5	xiangting	xiangting	PROPN
ajst-29325	77	6	.	.	PUNCT
ajst-29325	78	1	“	"	PUNCT
ajst-29325	78	2	introduction	introduction	NOUN
ajst-29325	78	3	to	to	ADP
ajst-29325	78	4	pipa	pipa	ADJ
ajst-29325	78	5	art	art	NOUN
ajst-29325	78	6	,	,	PUNCT
ajst-29325	78	7	”	"	PUNCT
ajst-29325	78	8	in	in	ADP
ajst-29325	78	9	2015	2015	NUM
ajst-29325	78	10	proc	proc	NOUN
ajst-29325	78	11	.	.	PUNCT
ajst-29325	79	1	beijing	beijing	PROPN
ajst-29325	79	2	:	:	PUNCT
ajst-29325	79	3	central	central	ADJ
ajst-29325	79	4	conservatory	conservatory	NOUN
ajst-29325	79	5	of	of	ADP
ajst-29325	79	6	music	music	NOUN
ajst-29325	79	7	press	press	NOUN
ajst-29325	79	8	.	.	PUNCT
ajst-29325	80	1	[	[	X
ajst-29325	80	2	3	3	X
ajst-29325	80	3	]	]	X
ajst-29325	80	4	wang	wang	PROPN
ajst-29325	80	5	cizhao	cizhao	PROPN
ajst-29325	80	6	.	.	PUNCT
ajst-29325	81	1	“	"	PUNCT
ajst-29325	81	2	artificial	artificial	ADJ
ajst-29325	81	3	intelligence	intelligence	NOUN
ajst-29325	81	4	and	and	CCONJ
ajst-29325	81	5	music	music	NOUN
ajst-29325	81	6	:	:	PUNCT
ajst-29325	81	7	theory	theory	NOUN
ajst-29325	81	8	and	and	CCONJ
ajst-29325	81	9	application	application	NOUN
ajst-29325	81	10	,	,	PUNCT
ajst-29325	81	11	”	"	PUNCT
ajst-29325	81	12	in	in	ADP
ajst-29325	81	13	2018	2018	NUM
ajst-29325	81	14	proc	proc	NOUN
ajst-29325	81	15	.	.	PUNCT
ajst-29325	82	1	shanghai	shanghai	PROPN
ajst-29325	82	2	:	:	PUNCT
ajst-29325	82	3	fudan	fudan	PROPN
ajst-29325	82	4	university	university	NOUN
ajst-29325	82	5	press	press	NOUN
ajst-29325	82	6	.	.	PUNCT
ajst-29325	83	1	[	[	X
ajst-29325	83	2	4	4	NUM
ajst-29325	83	3	]	]	X
ajst-29325	83	4	goodfellow	goodfellow	PROPN
ajst-29325	83	5	i	i	PROPN
ajst-29325	83	6	,	,	PUNCT
ajst-29325	83	7	bengio	bengio	PROPN
ajst-29325	83	8	y	y	PROPN
ajst-29325	83	9	,	,	PUNCT
ajst-29325	83	10	and	and	CCONJ
ajst-29325	83	11	courville	courville	ADJ
ajst-29325	83	12	a.	a.	NOUN
ajst-29325	83	13	(	(	PUNCT
ajst-29325	83	14	2016	2016	NUM
ajst-29325	83	15	)	)	PUNCT
ajst-29325	83	16	.	.	PUNCT
ajst-29325	84	1	deep	deep	ADJ
ajst-29325	84	2	learning	learning	NOUN
ajst-29325	84	3	.	.	PUNCT
ajst-29325	85	1	mit	mit	PROPN
ajst-29325	85	2	press	press	NOUN
ajst-29325	85	3	.	.	PUNCT