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WSJ0

Benchmarks

Task NameDataset NameSOTA ResultTrend
Speech SeparationWSJ0-2Mix (test)
SDRi (dB)25.2
141
Speech SeparationWSJ0-2Mix
SI-SNRi (dB)25.1
65
Voice SeparationWSJ0 3mix
SI-SNRi19.5
14
Monaural Speech SeparationWSJ0 3mix
ΔSI-SDR (dB)23.7
13
Speech SeparationWSJ0-3mix (clean)
Delta SI-SNR (dB)19.5
12
InterpolationWSJ0 Audio Spectrogram
Interpolation FID (0.0-0.8)7.5
10
Generative ModelingWSJ0 Audio Spectrogram
Log P(x)1.94
10
Speech SeparationWSJ0-4mix (test)
SI-SNRi12.9
10
Speech separationWSJ0 open speaker set (test)
SDR Improvement (dB)8.3
9
Source SeparationWSJ0 3Mix
SI-SDRi24.2
8
Speech EnhancementWSJ0 simulated (test)
PESQ (0dB)2.972
8
Domain Incremental Speech EnhancementWSJ0 synthetic
SI-SNR (dB) - Alarm18.72
7
Monaural Speech SeparationWSJ0 4mix
Delta SI-SDR (dB)22
7
Source SeparationWSJ0 2mix
Oracle SI-SNR20.12
7
Speaker SeparationWSJ0-3mix 8kHz (test)
Delta SI-SDR17.8
7
Binaural Target Speech ExtractionWSJ0 Reverb
DNSMOS-OVRL3.141
6
DereverberationWSJ0-Reverb (test)
WVMOS4.403
6
Monaural Speech SeparationWSJ0-5mix
ΔSI-SDR (dB)21
6
Source SeparationWSJ0-3mix
Oracle SI-SNR16.85
6
5-speaker speech separationWSJ0-5mix (evaluation)
SDRi11.14
5
Voice SeparationWSJ0 5mix
SI-SNRi10.6
5
Source SeparationWSJ0 4mix
Oracle SI-SNR12.88
4
Speech SeparationWSJ0-5mix (test)
SI-SNRi11.7
4
Speech separationWSJ0 closed speaker set (test)
SDR Improvement (dB)6.54
4
Source SeparationWSJ0 3mix (eval)
SI-SDR10.06
4
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