Libri2Mix
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Speech Separation | Libri2Mix (test) | SI-SNRi (dB)22 | 68 | |
| Multi-talker Automatic Speech Recognition | Libri2Mix Clean (dev) | WER3 | 23 | |
| Multi-talker Automatic Speech Recognition | Libri2Mix Noisy (Eval) | WER7.5 | 22 | |
| Multi-talker Automatic Speech Recognition | Libri2Mix clean (test) | WER3.1 | 21 | |
| Target Speaker Extraction | Libri2Mix clean (test) | DNSMOS SIG3.7 | 20 | |
| Multi-talker Automatic Speech Recognition | Libri2Mix Noisy (dev) | WER8.4 | 17 | |
| Speaker Diarization | Libri2Mix | DER1.37 | 11 | |
| Multi-talker Automatic Speech Recognition | Libri2Mix Clean (eval) | WER3.6 | 11 | |
| Speech Separation | Libri2Mix min 16 kHz | SDR19.6 | 10 | |
| Target Speaker Extraction | Libri2Mix Clean min 16 kHz | PESQ3.27 | 9 | |
| Target Speaker Extraction | Libri2Mix Noisy min 16 kHz | PESQ2.28 | 8 | |
| Target Speech Extraction | Libri2Mix 100 2-speaker+noise 16kHz (test) | PESQ2.33 | 8 | |
| Multi-speaker Automatic Speech Recognition | Libri2Mix | CP-WER14.34 | 8 | |
| Speech Recognition | Libri2Mix max mode (test) | WER (%)15.6 | 8 | |
| Multi-speaker ASR | Libri2Mix mixboth | WER19.6 | 7 | |
| Target Speech Extraction | Libri2Mix-100 (1-speaker+noise) 16kHz (test) | SI-SDR14.51 | 7 | |
| Target Speaker Extraction | Libri2Mix Noisy | PESQ2.21 | 7 | |
| Source Separation | Libri2Mix Noisy (test) | SI-SNRi15.9 | 7 | |
| Source Separation | Libri2Mix Clean (test) | SI-SNRi20.6 | 7 | |
| Speech Separation | Libri2Mix (evaluation) | SI-SDR17.89 | 6 | |
| Speech Separation | Libri2Mix max mode (test) | Delta SI-SNR (dB)18.3 | 6 | |
| Speaker Verification | Libri2Mix clean (test) | EER0.39 | 5 | |
| Speech Source Separation | Libri2Mix clean (test) | SI-SDR (dB)19.22 | 5 | |
| Target Speaker Extraction | Libri2Mix Single Speaker (test) | WER2.9 | 5 | |
| Target Speech Extraction | Libri2Mix 2-Speaker+Noise 16 kHz (test) | SI-SDR11.12 | 5 |
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