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.