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Speech Separation on Libri2Mix (test)

22SI-SNRi (dB)

SepReformer-M

Updated 20d ago

Evaluation Results

Method
SepReformer-M 2024.06	22	22.2	-	-	-	-	-	-	-
SepReformer (M) 2025.07	22	22.2	-	-	-	-	-	-	-
MossFormer2 2023.12	21.7	-	-	-	-	-	-	-	-
MossFormer2 + DM 2025.07	21.7	-	-	-	-	-	-	-	-
SepReformer-B 2024.06	21.6	21.9	-	-	-	-	-	-	-
PRESS-12 @ 12 (M) + FT 2025.07	21.29	21.68	-	-	-	-	-	-	-
PRESS-4 @ 4 (S) + FT 2025.07	21.01	21.36	-	-	-	-	-	-	-
PRESS-12 @ 8 (M) + FT 2025.07	20.92	21.33	-	-	-	-	-	-	-
PRESS-12 @ 12 (M) 2025.07	20.88	21.31	-	-	-	-	-	-	-
SepReformer-S 2024.06	20.6	21	-	-	-	-	-	-	-
SepReformer (S) 2025.07	20.6	21	-	-	-	-	-	-	-
PRESS-12 @ 8 (M) 2025.07	20.42	20.86	-	-	-	-	-	-	-
SFSRNet 2023.12	20.4	-	-	-	-	-	-	-	-
PRESS-12 @ 4 (M) + FT 2025.07	20.31	20.72	-	-	-	-	-	-	-
TF-GridNet(OA) 2026.01	20.1	20.2	-	-	-	-	-	-	-
PRESS-4 @ 4 (S) 2025.07	20.04	20.41	-	-	-	-	-	-	-
SPMamba(OA) 2026.01	20	20.2	-	-	-	-	-	-	-
SPMamba 2026.01	19.9	20.4	-	-	-	-	-	-	-
TF-GridNet 2026.01	19.8	20.1	-	-	-	-	-	-	-
PRESS-12 @ 4 (M) 2025.07	19.75	19.71	-	-	-	-	-	-	-
SepReformer-T 2024.06	19.7	20.2	-	-	-	-	-	-	-
MossFormer 2023.12	19.7	-	-	-	-	-	-	-	-
SepReformer (T) 2025.07	19.7	20.2	-	-	-	-	-	-	-
Wavesplit 2023.12	19.5	-	-	-	-	-	-	-	-
SepFormer 2023.12	19.2	-	-	-	-	-	-	-	-
SepFormer 2025.07	19.2	19.4	-	-	-	-	-	-	-
USE-B 2025.12	17.8	-	-	-	-	-	-	-	-
USE-B 2025.12	17.7	-	-	-	-	-	-	-	-
TDANet-Wav 2025.12	17.5	-	-	-	-	-	-	-	-
TDANet 2024.06	17.4	17.9	-	-	-	-	-	-	-
TDANet Large 2022.09	17.4	17.9	-	-	-	-	-	-	-
TDANet 2026.01	17.4	17.9	-	-	-	-	-	-	-
UME ASR init. (0.33, 0.33, 0.34) 2025.08	17.06	17.41	-	-	-	-	-	-	95.64
S4M 2024.06	16.9	17.4	-	-	-	-	-	-	-
TDANet 2022.09	16.9	17.4	-	-	-	-	-	-	-
DPTNet 2024.06	16.7	17.1	-	-	-	-	-	-	-
A-FRCNN 2024.06	16.7	17.2	-	-	-	-	-	-	-
DPTNet 2022.09	16.7	17.1	-	-	-	-	-	-	-
A-FRCNN-16 2022.09	16.7	17.2	-	-	-	-	-	-	-
A-FRCNN 2026.01	16.7	17.2	-	-	-	-	-	-	-
WaveSplit 2024.06	16.6	17.2	-	-	-	-	-	-	-
Sepformer 2024.06	16.5	17	-	-	-	-	-	-	-
Sepformer 2022.09	16.5	17	-	-	-	-	-	-	-
DPRNN 2024.06	16.1	16.6	-	-	-	-	-	-	-
DualPathRNN 2022.09	16.1	16.6	-	-	-	-	-	-	-
DualPathRNN 2026.01	16.1	16.6	-	-	-	-	-	-	-
DualPathRNN 2025.07	16.1	16.6	-	-	-	-	-	-	-
BSRNN-Large 2025.12	15.2	-	-	-	-	-	-	-	-
Conv-TasNet 2023.12	14.7	-	-	-	-	-	-	-	-
SuDORM-RF 2024.06	14	14.4	-	-	-	-	-	-	-
SuDORM-RF 2.5x 2022.09	14	14.4	-	-	-	-	-	-	-
SudoRM-RF 2026.01	14	14.4	-	-	-	-	-	-	-
SuDORM-RF 1.0x 2022.09	13.5	14	-	-	-	-	-	-	-
UME (0.1, 0.1, 0.8) 2025.08	12.84	13.39	-	-	-	-	-	-	90.82
TDANet-STFT 2025.12	12.7	-	-	-	-	-	-	-	-
UME (0.1, 0.1, 0.8) 2025.08	12.64	13.18	-	-	-	-	-	-	90.49
UME (0.33, 0.33, 0.34) 2025.08	12.51	13.05	-	-	-	-	-	-	90.29
UME ASR init. (0.33, 0.33, 0.34) 2025.08	12.22	12.76	-	-	-	-	-	-	89.95
Conv-TasNet 2024.06	12.2	12.7	-	-	-	-	-	-	-
GALR 2021.01	12.2	12.7	-	-	-	-	-	-	-
Conv-TasNet 2022.09	12.2	12.7	-	-	-	-	-	-	-
Conv-TasNet 2026.01	12.2	12.7	-	-	-	-	-	-	-
Conv-TasNet 2025.07	12.2	12.7	-	-	-	-	-	-	-
UME + ASR init. 2025.08	12.12	12.68	-	-	-	-	-	-	89.82
DPRNN 2021.01	12	12.5	-	-	-	-	-	-	-
UME (λsep = 1.0) 2025.08	11.81	12.39	-	-	-	-	-	-	89.13
ConvTasNet (reprod.) 2025.08	10.93	11.48	-	-	-	-	-	-	87.63
BLSTM-TasNet 2022.09	7.9	8.7	-	-	-	-	-	-	-
Gated DualPathRNN 2021.12	-	-	-	-	125.28	-	-	-	-
Sepformer 2021.12	-	-	-	-	145.58	-	-	-	-
SuDORM-RF 2.5x 2021.12	-	-	-	-	19.8	-	-	-	-
A-FRCNN-16 2021.12	-	-	-	-	123.3	-	-	-	-
A-FRCNN-16 (sum) 2021.12	-	-	-	-	22.8	-	-	-	-
Noisy 2025.03	-	-	-	-	-	2.33	1.66	1.64	-
Sepformer 2025.03	-	-	-	-	-	3.33	3.88	3.02	-
Mossformer2 2025.03	-	-	-	-	-	3.44	3.94	3.11	-
LLaSE-G1 2025.03	-	-	-	-	-	3.48	3.83	3.11	-
LLaSE-G1 2025.03	-	-	-	-	-	3.5	3.9	3.17	-
LLaSE-G1 2025.12	-	-	-	-	-	3.48	3.83	3.11	-
QuarkAudio 2025.12	-	-	-	-	-	3.56	4.04	3.25	-