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LibriMix

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-talker Automatic Speech RecognitionLibri3Mix Clean (Eval)
WER8.7
20
Multi-talker Automatic Speech RecognitionLibri3Mix Noisy (eval)
WER17.1
19
Target Speaker ExtractionLibri2Mix (test)
DNSMOS SIG3.607
17
Speech EnhancementLibri1Mix
OVRL3.32
15
Target Speaker ExtractionLibri2Mix (Clean)
DNSMOS OVL3.14
14
Speech ResynthesisLibri1Mix
DNSMOS3.73
13
Multi-talker Automatic Speech RecognitionLibriMix 2 Clean (test)
tcpWER3.4
9
Speech SeparationLibri-10Mix
SI-SDRi (dB)15
9
Speech SeparationLibri-5Mix
SI-SDRi (dB)17.5
9
Multi-talker Automatic Speech RecognitionLibriMix 2 Both (test)
tcpWER8.7
8
Multi-talker Automatic Speech RecognitionLibriMix 3 Clean (test)
tcpWER13.1
8
Target Speech ExtractionLibri2Mix mix_both 2-speaker+noise (test)
SI-SDR11.7
8
Target Speech ExtractionLibri2Mix 100 16kHz (test)
SI-SDR15.23
8
Speech SeparationLibriMix (test)
UTMOS3.54
8
Source SeparationLibri3Mix Clean (test)
SI-SNRi19
7
Speech SeparationLibri2Mix
SI-SDRi20.4
6
Audio separationLibri5Mix (test)
SI-SDRi (dB)13.9
6
Speaker DiarizationLibri3Mix
DER2.29
5
Speech DenoisingLibriMix (test)
N-MOS4.25
5
Speech SeparationLibri3mix clean 8 kHz (test)
Delta SI-SDR17.5
5
Speech SeparationLibri3Mix 460 hours (evaluation)
STOI91.25
4
Speaker Similarity ABX Test (SABX)LibriMix (test)
CodeSep54.29
3
Speech Naturalness ABX Test (NABX)LibriMix (test)
CodeSep55.83
3
Target Speaker ExtractionLibriMix (test)
PESQ2.89
3
Speech SeparationLibri3Mix simulated (test)
SI-SNRi15
2
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