TABLE II:

Comparing different methods for trained numbers of speakers. (a) number of speakers, (b) interaction pattern, (c) whether trained on interaction pattern.

			Type	Max			Half			None
(a)	(b)	(c)	Metric	SI-SNR	PESQ	ESTOI	SI-SNR	PESQ	ESTOI	SI-SNR	PESQ	ESTOI
2	1212	✓	Mix.	−0.6	1.67	51.4	−0.7	1.86	59.5	−1.0	2.28	71.9
			PIT	11.4	2.64	76.4	12.4	2.79	80.3	14.2	3.04	86.4
			AT	13.4	2.90	81.7	14.8	3.09	85.0	16.4	3.38	89.6
			De-AT	12.6	2.86	80.3	14.5	3.06	84.3	16.4	3.39	89.1
			TSE	13.8	2.97	82.7	15.0	3.12	85.4	16.9	3.43	89.3
	1221	✓	Mix.	−0.6	1.77	51.2	−0.8	2.06	60.1	−1.0	2.31	71.6
			PIT	11.3	2.71	76.0	12.5	2.92	80.5	14.3	3.06	86.0
			AT	13.2	2.97	81.2	14.7	3.28	85.0	16.5	3.47	89.3
			De-AT	12.5	2.95	80.0	14.5	3.25	84.4	16.7	3.49	88.9
			TSE	13.9	3.07	82.8	15.1	3.32	85.6	17.1	3.55	89.1
	122221	✕	Mix.	−3.7	2.00	51.1	−3.8	2.16	60.2	−3.9	2.32	71.6
			PIT	11.2	2.83	76.1	12.5	2.94	80.5	14.1	3.03	85.7
			AT	12.9	3.23	80.9	14.6	3.44	84.9	16.2	3.52	89.2
			De-AT	12.4	3.22	80.0	14.5	3.40	84.5	16.6	3.53	89.0
			TSE	13.8	3.33	82.7	15.2	3.49	85.9	17.1	3.62	89.5
3	1231	✓	Mix.	−0.6	1.86	55.3	−0.8	2.08	62.7	−1.0	2.32	71.7
			PIT	10.3	2.66	76.0	12.5	2.90	81.5	13.3	3.04	86.4
			AT	13.2	2.97	82.4	15.2	3.26	86.0	16.3	3.46	89.3
			De-AT	12.2	2.93	80.8	14.7	3.23	85.1	16.2	3.48	88.9
			TSE	14.0	3.08	83.8	15.4	3.31	86.4	16.8	3.54	89.3
	123231	✕	Mix.	−3.6	1.98	55.6	−3.7	2.14	62.6	−3.9	2.32	71.6
			PIT	9.5	2.68	75.8	11.6	2.87	81.0	12.2	2.97	85.7
			AT	12.7	3.07	82.5	14.6	3.30	85.8	15.9	3.50	89.3
			De-AT	11.3	3.03	80.5	14.2	3.31	84.9	15.8	3.50	89.1
			TSE	13.6	3.18	83.8	15.3	3.40	86.5	16.6	3.60	89.5