Determine exact the numbers of speakers in diarization pipeline

pyannote / pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

http://pyannote.github.io

MIT License

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Determine exact the numbers of speakers in diarization pipeline #1781

Open shron1010 opened 3 weeks ago

shron1010 commented 3 weeks ago

If we know exact speakers in wav file (i.e. 2), is it some way to provide it to diarization pipeline? Because library often determine an additional speakers - speaker02, speaker03 and so on. Something like max_num_speakers.

FrenchKrab commented 3 weeks ago

Check out the pipeline.apply method https://github.com/pyannote/pyannote-audio/blob/3f4a22f773209410fcd3f5c8bb13e78f49a1aedf/pyannote/audio/pipelines/speaker_diarization.py#L430-L438 The docstring explains how to use num_speakers and max_speakers.