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doc: update benchmark section (pyannote#1592)
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hbredin committed Dec 20, 2023
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Expand Up @@ -78,18 +78,20 @@ Out of the box, `pyannote.audio` speaker diarization [pipeline](https://hf.co/py
Those numbers are diarization error rates (in %):

| Benchmark | [v2.1](https://hf.co/pyannote/speaker-diarization-2.1) | [v3.1](https://hf.co/pyannote/speaker-diarization-3.1) | [Premium](https://forms.gle/eKhn7H2zTa68sMMx8) |
| ---------------------- | ------------------------------------------------------ | ------------------------------------------------------ | ---------------------------------------------- |
| AISHELL-4 | 14.1 | 12.3 | 11.9 |
| AliMeeting (channel 1) | 27.4 | 24.5 | 22.5 |
| AMI (IHM) | 18.9 | 18.8 | 16.6 |
| AMI (SDM) | 27.1 | 22.6 | 20.9 |
| AVA-AVD | 66.3 | 50.0 | 39.8 |
| CALLHOME (part 2) | 31.6 | 28.4 | 22.2 |
| DIHARD 3 (full) | 26.9 | 21.4 | 17.2 |
| Ego4D (dev.) | 61.5 | 51.2 | 43.8 |
| MSDWild | 32.8 | 25.4 | 19.8 |
| REPERE (phase2) | 8.2 | 7.8 | 7.6 |
| VoxConverse (v0.3) | 11.2 | 11.2 | 9.4 |
| ---------------------- | ------ | ------ | --------- |
| [AISHELL-4](https://arxiv.org/abs/2104.03603) | 14.1 | 12.2 | 11.9 |
| [AliMeeting](https://www.openslr.org/119/) (channel 1) | 27.4 | 24.4 | 22.5 |
| [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (IHM) | 18.9 | 18.8 | 16.6 |
| [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (SDM) | 27.1 | 22.4 | 20.9 |
| [AVA-AVD](https://arxiv.org/abs/2111.14448) | 66.3 | 50.0 | 39.8 |
| [CALLHOME](https://catalog.ldc.upenn.edu/LDC2001S97) ([part 2](https://github.com/BUTSpeechFIT/CALLHOME_sublists/issues/1)) | 31.6 | 28.4 | 22.2 |
| [DIHARD 3](https://catalog.ldc.upenn.edu/LDC2022S14) ([full](https://arxiv.org/abs/2012.01477)) | 26.9 | 21.7 | 17.2 |
| [Earnings21](https://github.com/revdotcom/speech-datasets) | 17.0 | 9.4 | 9.0 |
| [Ego4D](https://arxiv.org/abs/2110.07058) (dev.) | 61.5 | 51.2 | 43.8 |
| [MSDWild](https://github.com/X-LANCE/MSDWILD) | 32.8 | 25.3 | 19.8 |
| [RAMC](https://www.openslr.org/123/) | 22.5 | 22.2 | 18.4 |
| [REPERE](https://www.islrn.org/resources/360-758-359-485-0/) (phase2) | 8.2 | 7.8 | 7.6 |
| [VoxConverse](https://github.com/joonson/voxconverse) (v0.3) | 11.2 | 11.3 | 9.4 |

[Diarization error rate](http://pyannote.github.io/pyannote-metrics/reference.html#diarization) (in %)

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