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Libri2Mix

Benchmarks

Task NameDataset NameSOTA ResultTrend
Speech SeparationLibri2Mix (test)
SI-SNRi (dB)22
60
Multi-talker Automatic Speech RecognitionLibri2Mix Clean (dev)
WER3
23
Multi-talker Automatic Speech RecognitionLibri2Mix Noisy (Eval)
WER7.5
22
Multi-talker Automatic Speech RecognitionLibri2Mix Noisy (dev)
WER8.4
17
Multi-talker Automatic Speech RecognitionLibri2Mix clean (test)
WER3.1
16
Multi-talker Automatic Speech RecognitionLibri2Mix Clean (eval)
WER3.6
11
Target Speaker ExtractionLibri2Mix Clean min 16 kHz
PESQ3.27
9
Target Speaker ExtractionLibri2Mix clean (test)
DNSMOS SIG3.656
9
Target Speaker ExtractionLibri2Mix Noisy min 16 kHz
PESQ2.28
8
Target Speech ExtractionLibri2Mix 100 2-speaker+noise 16kHz (test)
PESQ2.33
8
Multi-speaker Automatic Speech RecognitionLibri2Mix
CP-WER14.34
8
Speech RecognitionLibri2Mix max mode (test)
WER (%)15.6
8
Target Speech ExtractionLibri2Mix-100 (1-speaker+noise) 16kHz (test)
SI-SDR14.51
7
Target Speaker ExtractionLibri2Mix Noisy
PESQ2.21
7
Source SeparationLibri2Mix Noisy (test)
SI-SNRi15.9
7
Source SeparationLibri2Mix Clean (test)
SI-SNRi20.6
7
Speech SeparationLibri2Mix max mode (test)
Delta SI-SNR (dB)18.3
6
Target Speaker ExtractionLibri2Mix Single Speaker (test)
WER2.9
5
Target Speech ExtractionLibri2Mix 2-Speaker+Noise 16 kHz (test)
SI-SDR11.12
5
Speech SeparationLibri2mix noisy 8 kHz (test)
ΔSI-SDR15.2
5
Speech SeparationLibri2mix clean 8 kHz (test)
Delta SI-SDR20.5
5
Target Speaker ExtractionLibri2Mix Noisy (test)
SI-SDR13.3
5
Target Speaker ExtractionLibri2Mix
SI-SNRi (dB)16.45
4
Target-speaker Automatic Speech RecognitionLibri2Mix Clean
tcpWER0.028
3
Target-speaker Automatic Speech RecognitionLibri2Mix Both
tcpWER (%)7.7
3
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