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Merge pull request #518 from characat0/main

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fix(diarize): key error on empty track
This commit is contained in:
Max Bain
2023-10-10 12:54:35 -07:00
committed by GitHub
parent 051047bb25 a5356509b6
commit 4cdce3b927
1 changed files with 3 additions and 4 deletions
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7
whisperx/diarize.py
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@ -26,10 +26,9 @@ class DiarizationPipeline:
'sample_rate': SAMPLE_RATE
}
segments = self.model(audio_data, min_speakers=min_speakers, max_speakers=max_speakers)
diarize_df = pd.DataFrame(segments.itertracks(yield_label=True))
diarize_df['start'] = diarize_df[0].apply(lambda x: x.start)
diarize_df['end'] = diarize_df[0].apply(lambda x: x.end)
diarize_df.rename(columns={2: "speaker"}, inplace=True)
diarize_df = pd.DataFrame(segments.itertracks(yield_label=True), columns=['segment', 'label', 'speaker'])
diarize_df['start'] = diarize_df['segment'].apply(lambda x: x.start)
diarize_df['end'] = diarize_df['segment'].apply(lambda x: x.end)
return diarize_df