"How I reached 1st place at Ego4D 2022, 1st place at Albayzin 2022, and 6th place at VoxSRC 2022 speaker diarization challenges" 😎
Short answer: with 🎹#pyannote.audio
Long answer: https://github.com/pyannote/pyannote-audio/blob/develop/tutorials/adapting_pretrained_pipeline.ipynb

pyannote-audio/adapting_pretrained_pipeline.ipynb at develop · pyannote/pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding - pyannote-audio/adapting_pretrained_pipeline.ip...
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