id	sid	eid	entity	type
easat-8431	1	1	2576-8484	DATE
easat-8431	2	1	9	CARDINAL
easat-8431	2	2	6	CARDINAL
easat-8431	2	3	2536-2552 2025	DATE
easat-8431	2	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	2	5	2025	CARDINAL
easat-8431	3	1	2025	CARDINAL
easat-8431	3	2	15 april 2025	DATE
easat-8431	3	3	13 june 2025	DATE
easat-8431	3	4	17 june 2025	DATE
easat-8431	3	5	28	CARDINAL
easat-8431	3	6	june 2025	DATE
easat-8431	4	1	english	LANGUAGE
easat-8431	4	2	marlina binti lamal1*	PERSON
easat-8431	4	3	1school	CARDINAL
easat-8431	4	4	universiti sains malaysia	PERSON
easat-8431	4	5	penang 11800	ORG
easat-8431	4	6	malaysia	GPE
easat-8431	4	7	liuhongyu@student.usm.my	ORG
easat-8431	4	8	h.l.	GPE
easat-8431	6	1	2high	CARDINAL
easat-8431	6	2	guangzhou university	ORG
easat-8431	6	3	guangzhou	GPE
easat-8431	6	4	511400	DATE
easat-8431	6	5	guangdong	GPE
easat-8431	6	6	china	GPE
easat-8431	7	1	english	LANGUAGE
easat-8431	12	1	only 2.19 seconds	TIME
easat-8431	12	2	14	CARDINAL
easat-8431	12	3	3.4	CARDINAL
easat-8431	12	4	4.3	CARDINAL
easat-8431	12	5	80.83	CARDINAL
easat-8431	13	1	69.53%	PERCENT
easat-8431	13	2	3.51	CARDINAL
easat-8431	14	1	english	LANGUAGE
easat-8431	15	1	1	CARDINAL
easat-8431	15	2	1	CARDINAL
easat-8431	15	3	2	CARDINAL
easat-8431	16	1	english	NORP
easat-8431	16	2	3	CARDINAL
easat-8431	16	3	4	CARDINAL
easat-8431	19	1	5	CARDINAL
easat-8431	19	2	6	CARDINAL
easat-8431	20	1	7	CARDINAL
easat-8431	20	2	8	CARDINAL
easat-8431	21	1	9	CARDINAL
easat-8431	21	2	10	CARDINAL
easat-8431	22	1	11	CARDINAL
easat-8431	23	1	12	CARDINAL
easat-8431	23	2	2537	CARDINAL
easat-8431	23	3	2576-8484	DATE
easat-8431	24	1	9	CARDINAL
easat-8431	25	1	6	CARDINAL
easat-8431	25	2	2536-2552	CARDINAL
easat-8431	25	3	2025	CARDINAL
easat-8431	25	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	25	5	2025	CARDINAL
easat-8431	27	1	english	LANGUAGE
easat-8431	30	1	english	LANGUAGE
easat-8431	31	1	2	CARDINAL
easat-8431	31	2	13	CARDINAL
easat-8431	31	3	14	CARDINAL
easat-8431	31	4	15	CARDINAL
easat-8431	31	5	16	CARDINAL
easat-8431	34	1	17	CARDINAL
easat-8431	34	2	18	CARDINAL
easat-8431	35	1	19	CARDINAL
easat-8431	35	2	20	CARDINAL
easat-8431	39	1	recent years	DATE
easat-8431	40	1	21	CARDINAL
easat-8431	40	2	22	CARDINAL
easat-8431	42	1	23	CARDINAL
easat-8431	42	2	24	CARDINAL
easat-8431	45	1	25	CARDINAL
easat-8431	45	2	26	CARDINAL
easat-8431	46	1	27	CARDINAL
easat-8431	46	2	28	CARDINAL
easat-8431	48	1	2930	CARDINAL
easat-8431	48	2	29	CARDINAL
easat-8431	50	1	2538	CARDINAL
easat-8431	50	2	2576-8484	DATE
easat-8431	51	1	9	CARDINAL
easat-8431	52	1	6	CARDINAL
easat-8431	52	2	2536-2552	CARDINAL
easat-8431	52	3	2025	CARDINAL
easat-8431	52	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	52	5	2025	CARDINAL
easat-8431	55	1	english	LANGUAGE
easat-8431	56	1	3	CARDINAL
easat-8431	56	2	english	LANGUAGE
easat-8431	56	3	3.1	CARDINAL
easat-8431	56	4	english	LANGUAGE
easat-8431	56	5	english	LANGUAGE
easat-8431	65	1	three	CARDINAL
easat-8431	68	1	1	CARDINAL
easat-8431	68	2	1	CARDINAL
easat-8431	70	1	16khz	CARDINAL
easat-8431	70	2	30	CARDINAL
easat-8431	70	3	30	CARDINAL
easat-8431	72	1	2539	CARDINAL
easat-8431	72	2	2576-8484	DATE
easat-8431	73	1	9	CARDINAL
easat-8431	74	1	6	CARDINAL
easat-8431	74	2	2536-2552	CARDINAL
easat-8431	74	3	2025	CARDINAL
easat-8431	74	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	74	5	2025	CARDINAL
easat-8431	74	6	3.2	CARDINAL
easat-8431	76	1	four	CARDINAL
easat-8431	77	1	mel	PERSON
easat-8431	77	2	∈	ORG
easat-8431	77	3	𝐹	PERSON
easat-8431	78	1	cnn	ORG
easat-8431	78	2	∈	ORG
easat-8431	78	3	1	CARDINAL
easat-8431	79	1	2	CARDINAL
easat-8431	79	2	bert	PERSON
easat-8431	79	3	𝐸(𝑙	GPE
easat-8431	79	4	∈	ORG
easat-8431	79	5	3	CARDINAL
easat-8431	79	6	4	CARDINAL
easat-8431	79	7	∈	ORG
easat-8431	79	8	5	CARDINAL
easat-8431	93	1	2540	CARDINAL
easat-8431	93	2	2576-8484	DATE
easat-8431	94	1	9	CARDINAL
easat-8431	95	1	6	CARDINAL
easat-8431	95	2	2536-2552	CARDINAL
easat-8431	95	3	2025	CARDINAL
easat-8431	95	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	95	5	2025	CARDINAL
easat-8431	96	1	3.3	CARDINAL
easat-8431	97	1	ppo	ORG
easat-8431	98	1	ppo	ORG
easat-8431	102	1	ppo	ORG
easat-8431	104	1	two	CARDINAL
easat-8431	104	2	128	CARDINAL
easat-8431	104	3	64	CARDINAL
easat-8431	110	1	each epoch	DATE
easat-8431	117	1	3.4	CARDINAL
easat-8431	118	1	three	CARDINAL
easat-8431	119	1	1	CARDINAL
easat-8431	119	2	2541	CARDINAL
easat-8431	119	3	2576-8484	DATE
easat-8431	120	1	9	CARDINAL
easat-8431	121	1	6	CARDINAL
easat-8431	121	2	2536-2552	CARDINAL
easat-8431	121	3	2025	CARDINAL
easat-8431	121	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	121	5	2025	CARDINAL
easat-8431	121	6	1	CARDINAL
easat-8431	125	1	three	CARDINAL
easat-8431	130	1	two	CARDINAL
easat-8431	137	1	2542	CARDINAL
easat-8431	137	2	2576-8484	DATE
easat-8431	138	1	9	CARDINAL
easat-8431	139	1	6	CARDINAL
easat-8431	139	2	2536-2552	CARDINAL
easat-8431	139	3	2025	CARDINAL
easat-8431	139	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	139	5	2025	CARDINAL
easat-8431	139	6	3.5	CARDINAL
easat-8431	145	1	2	CARDINAL
easat-8431	145	2	2	CARDINAL
easat-8431	149	1	2543	CARDINAL
easat-8431	149	2	2576-8484	DATE
easat-8431	150	1	9	CARDINAL
easat-8431	151	1	6	CARDINAL
easat-8431	151	2	2536-2552	CARDINAL
easat-8431	151	3	2025	CARDINAL
easat-8431	151	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	151	5	2025	CARDINAL
easat-8431	152	1	4	CARDINAL
easat-8431	152	2	4.1	CARDINAL
easat-8431	153	1	english	LANGUAGE
easat-8431	153	2	one-semester	DATE
easat-8431	153	3	english	LANGUAGE
easat-8431	153	4	two	CARDINAL
easat-8431	153	5	14	CARDINAL
easat-8431	153	6	42	CARDINAL
easat-8431	153	7	6	CARDINAL
easat-8431	153	8	english	LANGUAGE
easat-8431	153	9	93	CARDINAL
easat-8431	155	1	48khz	CARDINAL
easat-8431	155	2	logitech	ORG
easat-8431	155	3	4k	CARDINAL
easat-8431	156	1	13	CARDINAL
easat-8431	157	1	first	ORDINAL
easat-8431	157	2	60	CARDINAL
easat-8431	158	1	478	CARDINAL
easat-8431	158	2	iflytek speech	PERSON
easat-8431	158	3	sdk	ORG
easat-8431	158	4	more than 98%	PERCENT
easat-8431	158	5	33	CARDINAL
easat-8431	158	6	15fps	CARDINAL
easat-8431	162	1	four	CARDINAL
easat-8431	163	1	seven	CARDINAL
easat-8431	164	1	four	CARDINAL
easat-8431	165	1	0.78	CARDINAL
easat-8431	166	1	±15%	PERCENT
easat-8431	167	1	60×13	CARDINAL
easat-8431	167	2	768	CARDINAL
easat-8431	167	3	64	CARDINAL
easat-8431	167	4	33×2	CARDINAL
easat-8431	168	1	4.2	CARDINAL
easat-8431	168	2	3060	CARDINAL
easat-8431	168	3	12	CARDINAL
easat-8431	168	4	12700f	DATE
easat-8431	168	5	32	CARDINAL
easat-8431	169	1	cnn+lstm	ORG
easat-8431	169	2	bert	PERSON
easat-8431	170	1	128	CARDINAL
easat-8431	171	1	two	CARDINAL
easat-8431	171	2	4	CARDINAL
easat-8431	171	3	256	CARDINAL
easat-8431	172	1	0.3	CARDINAL
easat-8431	173	1	128	CARDINAL
easat-8431	174	1	40	DATE
easat-8431	175	1	f1	PERSON
easat-8431	176	1	2544	CARDINAL
easat-8431	176	2	2576-8484	DATE
easat-8431	177	1	9	CARDINAL
easat-8431	178	1	6	CARDINAL
easat-8431	178	2	2536-2552	CARDINAL
easat-8431	178	3	2025	CARDINAL
easat-8431	178	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	178	5	2025	CARDINAL
easat-8431	178	6	ppo	ORG
easat-8431	179	1	three	CARDINAL
easat-8431	179	2	about 256	CARDINAL
easat-8431	179	3	two	CARDINAL
easat-8431	179	4	perceptron	GPE
easat-8431	179	5	128	CARDINAL
easat-8431	179	6	64	CARDINAL
easat-8431	180	1	ppo	ORG
easat-8431	180	2	0.2	CARDINAL
easat-8431	180	3	gae	ORG
easat-8431	180	4	0.95	CARDINAL
easat-8431	180	5	0.9	CARDINAL
easat-8431	180	6	0.01	CARDINAL
easat-8431	181	1	50	CARDINAL
easat-8431	181	2	10	CARDINAL
easat-8431	181	3	1000	CARDINAL
easat-8431	182	1	2	CARDINAL
easat-8431	182	2	less than 1%	PERCENT
easat-8431	182	3	three	CARDINAL
easat-8431	183	1	2	CARDINAL
easat-8431	183	2	2	CARDINAL
easat-8431	184	1	2	CARDINAL
easat-8431	184	2	4	CARDINAL
easat-8431	184	3	128	CARDINAL
easat-8431	184	4	128	CARDINAL
easat-8431	184	5	1e-4	CARDINAL
easat-8431	184	6	0.3	CARDINAL
easat-8431	184	7	128	CARDINAL
easat-8431	184	8	64	CARDINAL
easat-8431	184	9	ppo	ORG
easat-8431	184	10	0.2	CARDINAL
easat-8431	184	11	0.9 gae	QUANTITY
easat-8431	184	12	0.95 4.3	CARDINAL
easat-8431	185	1	93	CARDINAL
easat-8431	185	2	three	CARDINAL
easat-8431	185	3	1	CARDINAL
easat-8431	185	4	2	CARDINAL
easat-8431	185	5	3	CARDINAL
easat-8431	187	1	english	LANGUAGE
easat-8431	192	1	three	CARDINAL
easat-8431	192	2	14	CARDINAL
easat-8431	193	1	english	LANGUAGE
easat-8431	195	1	two	CARDINAL
easat-8431	196	1	first	ORDINAL
easat-8431	197	1	second	ORDINAL
easat-8431	198	1	2545	CARDINAL
easat-8431	198	2	2576-8484	DATE
easat-8431	199	1	9	CARDINAL
easat-8431	200	1	6	CARDINAL
easat-8431	200	2	2536-2552	CARDINAL
easat-8431	200	3	2025	CARDINAL
easat-8431	200	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	200	5	2025	CARDINAL
easat-8431	201	1	5	CARDINAL
easat-8431	201	2	5.1	CARDINAL
easat-8431	203	1	3	CARDINAL
easat-8431	203	2	3	CARDINAL
easat-8431	203	3	three	CARDINAL
easat-8431	203	4	3	CARDINAL
easat-8431	203	5	three	CARDINAL
easat-8431	205	1	1	CARDINAL
easat-8431	205	2	about 4.16 seconds	TIME
easat-8431	205	3	about 8	CARDINAL
easat-8431	205	4	2	CARDINAL
easat-8431	205	5	3.14 seconds	TIME
easat-8431	205	6	about 11	CARDINAL
easat-8431	205	7	3	CARDINAL
easat-8431	205	8	2.19 seconds	TIME
easat-8431	205	9	14	CARDINAL
easat-8431	207	1	2546	CARDINAL
easat-8431	207	2	2576-8484	DATE
easat-8431	208	1	9	CARDINAL
easat-8431	209	1	6	CARDINAL
easat-8431	209	2	2536-2552	CARDINAL
easat-8431	209	3	2025	CARDINAL
easat-8431	209	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	209	5	2025	CARDINAL
easat-8431	210	1	5.2	CARDINAL
easat-8431	210	2	english	LANGUAGE
easat-8431	210	3	english	NORP
easat-8431	211	1	14	CARDINAL
easat-8431	211	2	three	CARDINAL
easat-8431	212	1	4	CARDINAL
easat-8431	212	2	4	CARDINAL
easat-8431	214	1	4	CARDINAL
easat-8431	214	2	1	CARDINAL
easat-8431	214	3	between 2.3 and 3.5	CARDINAL
easat-8431	214	4	2	CARDINAL
easat-8431	214	5	3	CARDINAL
easat-8431	214	6	3.4	CARDINAL
easat-8431	214	7	4.3	CARDINAL
easat-8431	214	8	5	CARDINAL
easat-8431	218	1	2547	CARDINAL
easat-8431	218	2	2576-8484	DATE
easat-8431	219	1	9	CARDINAL
easat-8431	220	1	6	CARDINAL
easat-8431	220	2	2536-2552	CARDINAL
easat-8431	220	3	2025	CARDINAL
easat-8431	220	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	220	5	2025	CARDINAL
easat-8431	222	1	5.3	CARDINAL
easat-8431	222	2	three	CARDINAL
easat-8431	222	3	5	CARDINAL
easat-8431	222	4	6	CARDINAL
easat-8431	222	5	5	CARDINAL
easat-8431	223	1	3	CARDINAL
easat-8431	223	2	80.83	CARDINAL
easat-8431	224	1	2	CARDINAL
easat-8431	224	2	between 68.07	CARDINAL
easat-8431	224	3	77.43	CARDINAL
easat-8431	224	4	between 62.25	CARDINAL
easat-8431	224	5	71.08	CARDINAL
easat-8431	227	1	taskdriven	GPE
easat-8431	229	1	2548	CARDINAL
easat-8431	229	2	2576-8484	DATE
easat-8431	230	1	9	CARDINAL
easat-8431	231	1	6	CARDINAL
easat-8431	231	2	2536-2552	CARDINAL
easat-8431	231	3	2025	CARDINAL
easat-8431	231	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	231	5	2025	CARDINAL
easat-8431	231	6	6	CARDINAL
easat-8431	232	1	3	CARDINAL
easat-8431	232	2	69.53%	PERCENT
easat-8431	232	3	nearly 74.66%	PERCENT
easat-8431	233	1	2	CARDINAL
easat-8431	233	2	between 60.39–66.85%	PERCENT
easat-8431	233	3	1	CARDINAL
easat-8431	233	4	about 60.17%	PERCENT
easat-8431	234	1	3	CARDINAL
easat-8431	234	2	3.51	CARDINAL
easat-8431	234	3	4.54	CARDINAL
easat-8431	234	4	2	CARDINAL
easat-8431	234	5	between 3.05–4.18	CARDINAL
easat-8431	234	6	1	CARDINAL
easat-8431	234	7	2.74–3.86	CARDINAL
easat-8431	238	1	5.4	CARDINAL
easat-8431	239	1	four	CARDINAL
easat-8431	240	1	first	ORDINAL
easat-8431	240	2	7	CARDINAL
easat-8431	240	3	2549	CARDINAL
easat-8431	240	4	2576-8484	DATE
easat-8431	241	1	9	CARDINAL
easat-8431	242	1	6	CARDINAL
easat-8431	242	2	2536-2552	CARDINAL
easat-8431	242	3	2025	CARDINAL
easat-8431	242	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	242	5	2025	CARDINAL
easat-8431	242	6	7	CARDINAL
easat-8431	244	1	close to 88%	PERCENT
easat-8431	244	2	around 80%	PERCENT
easat-8431	248	1	5.5	CARDINAL
easat-8431	249	1	two	CARDINAL
easat-8431	252	1	3	CARDINAL
easat-8431	253	1	2550	CARDINAL
easat-8431	253	2	2576-8484	DATE
easat-8431	254	1	9	CARDINAL
easat-8431	255	1	6	CARDINAL
easat-8431	255	2	2536-2552	CARDINAL
easat-8431	255	3	2025	CARDINAL
easat-8431	255	4	10.55214/25768484.v9i6.8431	CARDINAL
easat-8431	255	5	2025	CARDINAL
easat-8431	255	6	3	CARDINAL
easat-8431	256	1	87.3 79.8	QUANTITY
easat-8431	256	2	0.05	CARDINAL
easat-8431	256	3	4.25	CARDINAL
easat-8431	256	4	5 3.68	CARDINAL
easat-8431	256	5	0.05	CARDINAL
easat-8431	256	6	0.68 0.52	QUANTITY
easat-8431	256	7	0.05	CARDINAL
easat-8431	256	8	0.91 0.75	QUANTITY
easat-8431	256	9	0.05	CARDINAL
easat-8431	256	10	1.85 3.42	CARDINAL
easat-8431	256	11	0.05	CARDINAL
easat-8431	256	12	0.89 0.72 <	QUANTITY
easat-8431	256	13	0.05	CARDINAL
easat-8431	256	14	87.3%	PERCENT
easat-8431	256	15	3.68	CARDINAL
easat-8431	256	16	4.25	CARDINAL
easat-8431	256	17	0.52	CARDINAL
easat-8431	256	18	0.68	CARDINAL
easat-8431	257	1	0.75	CARDINAL
easat-8431	257	2	0.91	CARDINAL
easat-8431	257	3	3.42 minutes to 1.85 minutes	TIME
easat-8431	257	4	0.72	CARDINAL
easat-8431	257	5	0.89	CARDINAL
easat-8431	262	1	5.6	CARDINAL
easat-8431	262	2	english	NORP
easat-8431	262	3	english	LANGUAGE
easat-8431	262	4	one-month	DATE
easat-8431	263	1	english	LANGUAGE
easat-8431	265	1	4	CARDINAL
easat-8431	265	2	4	CARDINAL
easat-8431	265	3	english	NORP
easat-8431	266	1	1	CARDINAL
easat-8431	266	2	2	CARDINAL
easat-8431	266	3	3	CARDINAL
easat-8431	266	4	31 31 31	DATE
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easat-8431	266	10	english	LANGUAGE
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