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Speaker Diarization On Callhome

Metrics

DER(ig olp)

Results

Performance results of various models on this benchmark

Model Name
DER(ig olp)
Paper TitleRepository
PLDA+AHC (Oracle SAD)8.39Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap-
COS+NME-SC (Oracle SAD)7.29Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap-
COS+B-SC (Oracle SAD)8.78Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap-
COS+AHC (Oracle SAD)-Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap-
SA-EEND (2-spk, no-adapt)-End-to-End Neural Speaker Diarization with Self-attention-
SA-EEND (2-spk, adapted)-End-to-End Neural Speaker Diarization with Self-attention-
TOLD7.37TOLD: A Novel Two-Stage Overlap-Aware Framework for Speaker Diarization-
EEND-OLA9.14TOLD: A Novel Two-Stage Overlap-Aware Framework for Speaker Diarization-
COS+NJW-SC (Oracle SAD)-Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap-
EEND-End-to-End Neural Speaker Diarization with Permutation-Free Objectives-
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Speaker Diarization On Callhome | SOTA | HyperAI