Speaker Diarization on CALLHOME

Metric: DER(%) (higher is better)

LeaderboardDataset

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#	Model↕	DER(%)▼	Extra Data	Paper	Date↕	Code
1	COS+NJW-SC (Oracle SAD)	24.05	No	Auto-Tuning Spectral Clustering for Speaker Diar...	2020-03-05	Code
2	EEND	23.07	No	End-to-End Neural Speaker Diarization with Permu...	2019-09-12	Code
3	COS+AHC (Oracle SAD)	21.13	No	Auto-Tuning Spectral Clustering for Speaker Diar...	2020-03-05	Code
4	SA-EEND (2-spk, no-adapt)	12.66	No	End-to-End Neural Speaker Diarization with Self-...	2019-09-13	Code
5	EEND-OLA	12.57	No	TOLD: A Novel Two-Stage Overlap-Aware Framework ...	2023-03-08	Code
6	SA-EEND (2-spk, adapted)	10.76	No	End-to-End Neural Speaker Diarization with Self-...	2019-09-13	Code
7	TOLD	10.14	No	TOLD: A Novel Two-Stage Overlap-Aware Framework ...	2023-03-08	Code

#1COS+NJW-SC (Oracle SAD)SOTA
24.05
DER(%)· 2020-03-05
Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap Code
#2EENDSOTA
23.07
DER(%)· 2019-09-12
End-to-End Neural Speaker Diarization with Permutation-Free Objectives Code
#3COS+AHC (Oracle SAD)
21.13
DER(%)· 2020-03-05
Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap Code
#4SA-EEND (2-spk, no-adapt)
12.66
DER(%)· 2019-09-13
End-to-End Neural Speaker Diarization with Self-attention Code
#5EEND-OLA
12.57
DER(%)· 2023-03-08
TOLD: A Novel Two-Stage Overlap-Aware Framework for Speaker Diarization Code
#6SA-EEND (2-spk, adapted)
10.76
DER(%)· 2019-09-13
End-to-End Neural Speaker Diarization with Self-attention Code
#7TOLD
10.14
DER(%)· 2023-03-08
TOLD: A Novel Two-Stage Overlap-Aware Framework for Speaker Diarization Code