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v0.10.0: Sortformer

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@Alex-Wengg Alex-Wengg released this 12 Jan 01:10
· 568 commits to main since this release

Sortformer: Real-Time Speaker Diarization

CoreML version of Nividia's Sortformer

  • Real-time streaming - Speaker labels as audio comes in
  • Noisy environment support - Works where traditional pipelines fail
  • Overlapping speech - Scores all 4 speakers independently per frame, multiple can be active simultaneously
  • Single neural model - No complex pipeline, just one model

Credit to @SGD2718 for the Sortformer implementation & model conversion.