speaker-diarization

811.2K
1.2K
license:mit
by
pyannote
Audio Model
OTHER
Good
811K downloads
Production-ready
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Quick Summary

--- tags: - pyannote - pyannote-audio - pyannote-audio-pipeline - audio - voice - speech - speaker - speaker-diarization - speaker-change-detection - voice-acti...

Code Examples

🎹 Speaker diarizationpython
# 1. visit hf.co/pyannote/speaker-diarization and accept user conditions
# 2. visit hf.co/pyannote/segmentation and accept user conditions
# 3. visit hf.co/settings/tokens to create an access token
# 4. instantiate pretrained speaker diarization pipeline
from pyannote.audio import Pipeline
pipeline = Pipeline.from_pretrained("pyannote/[email protected]",
                                    use_auth_token="ACCESS_TOKEN_GOES_HERE")


# apply the pipeline to an audio file
diarization = pipeline("audio.wav")

# dump the diarization output to disk using RTTM format
with open("audio.rttm", "w") as rttm:
    diarization.write_rttm(rttm)

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