SOTA Speech Separation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
WSJ0-2Mix (test)	TF-Locoformer (L)	SDRi (dB)25.2	160	1mo ago
WSJ0-2Mix	SepReformer-L	SI-SNRi (dB)25.1	65	1mo ago
Libri2Mix (test)	SepReformer-M	SI-SNRi (dB)22	60	1mo ago
WHAM! (test)	MossFormer2	SI-SNRi (dB)18.1	58	1mo ago
WHAMR! (test)	TF-GridNet	ΔSI-SNR17.1	57	1mo ago
WSJ0-3mix (test)	SepFormer	SI-SNRi19.5	29	1mo ago
WSJ0-2Mix anechoic clean mixture (test)	SR-CorrNet-L + DM	SI-SNRi25.5	23	18d ago
LibriCSS Utterance-wise v1 (test)	Conformer	Score (0 Source Overlap)12.9	21	18d ago
LibriCSS Continuous v1 (test)		Score (10%)21.7	20	18d ago
WHAMR!	TF-Locoformer (M)	SI-SNRi18.5	20	1mo ago
WHAM! 2-speaker (test)	SepReformer (L) + DM	SI-SNRi18.4	18	1mo ago
WSJ0 3mix	SR-CorrNet-B[2-5]	SI-SNRi24.5	17	18d ago
WHAMR! 2-speaker (test)	TF-GridNet (L)	SI-SNRi17.3	16	1mo ago
WHAM!	SepReformer-L	SI-SNRi (dB)18.4	15	1mo ago
VoxCeleb2-2Mix (test)	CTCNet	SDRi13.1	12	1mo ago
WSJ0-3mix (clean)	SepFormer	Delta SI-SNR (dB)19.5	12	1mo ago
WSJ0-2mix 8 kHz (test)	Sandglasset (MG) + PT	SI-SNRi21	12	1mo ago
WHAMR! 1CH	SR-CorrNet-B	SI-SNRi (dB)19.7	11	18d ago
LRS3-2Mix (test)	CTCNet	SDRi17.5	11	1mo ago
Speech (test)	DPRNN	SI-SDRi18.8	11	1mo ago
LRS2-2Mix (test)	TDANet	GPU RTF (s) (Forward)0.0118	10	1mo ago
WSJ0-4mix (test)	Voice Separation	SI-SNRi12.9	10	1mo ago
WSJ0-4mix	SR-CorrNet-B[2-5]	SI-SNRi22.1	9	18d ago
Libri-10Mix	Generative Upper Bound	SI-SDRi (dB)15	9	1mo ago
Libri-5Mix	Generative Upper Bound	SI-SDRi (dB)17.5	9	1mo ago

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