Efficient and Generalizable Speaker Diarization via Structured Pruning of Self-Supervised Models

Benchmark Model Rank Results
speaker-diarization-on-alimeeting-far-diarization-testdiarizen-wavlm-large-s80-md-v2#1DER: 10.8
speaker-diarization-on-ami-sdm-diarization-testdiarizen-wavlm-large-s80-md-v2#1DER: 13.9
speaker-diarization-on-dihard-iii-full-eval-system-saddiarizen-wavlm-large-s80-md-v2#1DER: 14.5
speaker-diarization-on-magicdata-ramc-diarization-testdiarizen-wavlm-large-s80-md-v2#1DER: 11.0
speaker-diarization-on-msdwild-few-val-audio-diarizationdiarizen-wavlm-large-s80-md#2DER: 15.6
speaker-diarization-on-voxconverse-v0-3-test-zero-collardiarizen-wavlm-large-s80-md-v2#2DER: 9.1