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title: README
emoji: 🚀
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colorTo: green
sdk: static
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pyannote.audio is an open-source toolkit for speaker diarization.
Pretrained pipelines reach state-of-the-art performance on most academic benchmarks and are used in production by dozens of companies.
| Benchmark | v1.1 | v2.1 | v3.1 | Premium |
|---|---|---|---|---|
| AISHELL-4 | - | 14.1 | 12.2 | 11.9 |
| AliMeeting (channel 1) | - | 27.4 | 24.4 | 22.5 |
| AMI (IHM) | 29.7 | 18.9 | 18.8 | 16.6 |
| AMI (SDM) | - | 27.1 | 22.4 | 20.9 |
| AVA-AVD | - | - | 50.0 | 39.8 |
| DIHARD 3 (full) | 29.2 | 26.9 | 21.7 | 17.2 |
| MSDWild | - | - | 25.3 | 19.8 |
| REPERE (phase2) | - | 8.2 | 7.8 | 7.6 |
| VoxConverse (v0.3) | 21.5 | 11.2 | 11.3 | 9.4 |
| Diarization error rate (in %) |
Using one Nvidia Tesla V100 SXM2 GPU and one Intel Cascade Lake 6248 CPU,