Speaker Diarization on AMI, AliMeeting, AISHELL-4, NOTSOFAR-1 (test)
4.9Macro DERDiariZen + Oracle #Spk
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiariZen + Oracle #SpkClustering=Oracle2026.01 | 4.9 | 11.1 | 1.6 | |
| DiariZen + Oracle #SpkClustering method=VBx clustering, Oracle number of speakers=true2026.01 | 9 | 22.4 | 3.1 | |
| DiariZen + Spatial Diarization + Joint FinetuningClustering=Oracle2026.01 | 11.6 | 19.5 | 8.1 | |
| DiariZen + Spatial DiarizationClustering=Oracle2026.01 | 11.7 | 19.9 | 8.2 | |
| Multi-channel DiariZenClustering=Oracle2026.01 | 12 | — | — | |
| DiariZenClustering=Oracle2026.01 | 12.2 | 20.1 | 8.7 | |
| DiariZen + Spatial EncoderClustering=Oracle2026.01 | 12.5 | 20.7 | 8.8 | |
| DiariZen + Spatial ConformerClustering=Oracle2026.01 | 12.7 | 21 | 9 | |
| DiariZen-Large ConformerClustering=Oracle2026.01 | 12.9 | 19.8 | 8.9 | |
| DiariZen + Spatial DiarizationClustering method=VBx clustering, Joint Finetuning=true2026.01 | 14.1 | 26.1 | 9.1 | |
| DiariZen + Spatial DiarizationClustering method=VBx clustering, Joint Finetuning=false2026.01 | 14.3 | 26.9 | 9.2 | |
| Spatial DiarizationClustering=Oracle2026.01 | 14.3 | 23.6 | 10.6 | |
| DiariZenClustering method=VBx clustering2026.01 | 14.8 | 27.1 | 9.6 | |
| Spatial DiarizationClustering method=VBx clustering2026.01 | 16.8 | 27.7 | 11.6 |