Source Separation

Benchmarks

Dataset Name	SOTA Method	Metric
WSJ0-2mix (test)	SepFormer	SI-SNRi22.3	17	1mo ago
LibriSpeech 2Mix	Generative Upper Bound	SI-SDRi26.1	10	1mo ago
WSJ0 3Mix	Generative Upper Bound	SI-SDRi24.2	8	1mo ago
MNIST K=2 sources (full)	BASIS (NCSN)	PSNR30.23	7	17d ago
Libri3Mix Clean (test)	SepFormer + DM PT+FT	SI-SNRi19	7	1mo ago
Libri2Mix Noisy (test)	SepFormer + DM	SI-SNRi15.9	7	1mo ago
Libri2Mix Clean (test)	SepFormer + DM PT+FT	SI-SNRi20.6	7	1mo ago
Synthetic (VCTK, MS-SNSD, WHAM!) circular 6-mic array (test)	HybridBeam+	SI-SDRi13.3	7	1mo ago
WSJ0 2mix	Mulcat	Oracle SI-SNR20.12	7	1mo ago
MNIST K=3 sources (full)	MS-VAE	PSNR15.2	6	17d ago
EMI (test)	RF transformer	MSE (dB)-33.01	6	1mo ago
CommSignal5G (CS5G) (test)	RF transformer	MSE (dB)-46.32	6	1mo ago
WSJ0-3mix	Mulcat	Oracle SI-SNR16.85	6	1mo ago
UrbanSound8k fold 10 (test)		Mean SDR12.2	6	1mo ago
MUSDB vocal accompaniment (test)		SDR6.5	6	1mo ago
MNIST K=4 sources (full)	MS-VAE	PSNR13.98	5	17d ago
CommSignal3 (CS3) (test)	RF transformer multi	MSE (dB)-6.22	5	1mo ago
CommSignal2 (CS2) (test)	RF transformer multi	MSE (dB)-28.71	5	1mo ago
Libri3Mix Noisy (test)	SepFormer + DM	SI-SNRi15	5	1mo ago
WSJ0 4mix	Mulcat	Oracle SI-SNR12.88	4	1mo ago
WSJ0 3mix (eval)	MCL	SI-SDR10.06	4	1mo ago
WSJ0-2mix (eval)	PIT	SI-SDR16.88	4	1mo ago
WSJ0 5mix	Mulcat	Oracle SI-SNR10.56	3	1mo ago
FECGSYNDB	Wavesplit	Delta SI-SDR12.3	3	1mo ago
CocoChorales (test)	Demucs v2	Flute Separation Score18.7	2	1mo ago

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