Speaker Diarization on CALLHOME (test)
6.806DER (%)Entropy
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| EntropyTraining Condition=FT, Probability Space=Powerset2025.11 | 6.806 | — | — | — | — | — | — | — | 0.21 | |
| Dynamic LogitsTraining Condition=FT, Probability Space=Multilabel2025.11 | 6.83 | — | — | — | — | — | — | — | 0.314 | |
| Dynamic LogitsTraining Condition=FT, Probability Space=Powerset2025.11 | 6.85 | — | — | — | — | — | — | — | 0.299 | |
| EntropyTraining Condition=FT, Probability Space=Multilabel2025.11 | 6.91 | — | — | — | — | — | — | — | 0.22 | |
| Average LogitsTraining Condition=FT, Probability Space=Multilabel2025.11 | 6.915 | — | — | — | — | — | — | — | 0.234 | |
| Average LogitsTraining Condition=FT, Probability Space=Powerset2025.11 | 6.915 | — | — | — | — | — | — | — | 0.234 | |
| MetaLearnerTraining Condition=FT, Probability Space=Multilabel2025.11 | 6.963 | — | — | — | — | — | — | — | 0.217 | |
| DOVER-LapTraining Condition=FT, Probability Space=Multilabel2025.11 | 7.03 | — | — | — | — | — | — | — | — | |
| Average ProbsTraining Condition=FT, Probability Space=Multilabel2025.11 | 7.067 | — | — | — | — | — | — | — | 0.214 | |
| Average ProbsTraining Condition=FT, Probability Space=Powerset2025.11 | 7.067 | — | — | — | — | — | — | — | 0.214 | |
| MetaLearnerTraining Condition=No FT, Probability Space=Multilabel2025.11 | 7.326 | — | — | — | — | — | — | — | 0.234 | |
| Dynamic LogitsTraining Condition=No FT, Probability Space=Multilabel2025.11 | 7.811 | — | — | — | — | — | — | — | 0.375 | |
| EntropyTraining Condition=No FT, Probability Space=Powerset2025.11 | 7.835 | — | — | — | — | — | — | — | 0.253 | |
| Dynamic LogitsTraining Condition=No FT, Probability Space=Powerset2025.11 | 7.867 | — | — | — | — | — | — | — | 0.356 | |
| MetaLearnerTraining Condition=FT, Probability Space=Powerset2025.11 | 8.227 | — | — | — | — | — | — | — | 0.252 | |
| Average LogitsTraining Condition=No FT, Probability Space=Multilabel2025.11 | 8.248 | — | — | — | — | — | — | — | 0.286 | |
| Average LogitsTraining Condition=No FT, Probability Space=Powerset2025.11 | 8.248 | — | — | — | — | — | — | — | 0.285 | |
| Average ProbsTraining Condition=No FT, Probability Space=Multilabel2025.11 | 8.425 | — | — | — | — | — | — | — | 0.257 | |
| Average ProbsTraining Condition=No FT, Probability Space=Powerset2025.11 | 8.425 | — | — | — | — | — | — | — | 0.257 | |
| EntropyTraining Condition=No FT, Probability Space=Multilabel2025.11 | 8.428 | — | — | — | — | — | — | — | 0.269 | |
| MetaLearnerTraining Condition=No FT, Probability Space=Powerset2025.11 | 8.49 | — | — | — | — | — | — | — | 0.267 | |
| DOVER-LapTraining Condition=No FT, Probability Space=Multilabel2025.11 | 9.03 | — | — | — | — | — | — | — | — | |
| SA-EENDTraining Data=Real, Domain Adaptation=true2019.09 | 10.76 | — | — | — | — | — | — | — | — | |
| x-vector2019.09 | 11.53 | — | — | — | — | — | — | — | — | |
| COS+NME-SCSAD type=ASPIRE SAD [20], Cross-validation protocol=twofold, Auto-tuning=NME-based2020.03 | 11.73 | 5.41 | — | — | — | — | — | — | — | |
| i-vector2019.09 | 12.1 | — | — | — | — | — | — | — | — | |
| PLDA+AHCSAD type=ASPIRE SAD [20], Cross-validation protocol=twofold2020.03 | 12.96 | 6.64 | — | — | — | — | — | — | — | |
| COS+B-SCSAD type=ASPIRE SAD [20], Cross-validation protocol=twofold, p-neighbor binarization=Optimized on dev set2020.03 | 13.23 | 6.91 | — | — | — | — | — | — | — | |
| SA-EENDTraining Data=Simulated, Domain Adaptation=true2019.09 | 13.66 | — | — | — | — | — | — | — | — | |
| COS+AHCSAD type=ASPIRE SAD [20], Cross-validation protocol=twofold2020.03 | 20.14 | 13.82 | — | — | — | — | — | — | — | |
| BLSTM-EENDTraining Data=Real, Domain Adaptation=true2019.09 | 23.07 | — | — | — | — | — | — | — | — | |
| BLSTM-EENDTraining Data=Simulated, Domain Adaptation=true2019.09 | 26.03 | — | — | — | — | — | — | — | — | |
| COS+NJW-SCSAD type=ASPIRE SAD [20], Cross-validation protocol=twofold2020.03 | 26.99 | 20.67 | — | — | — | — | — | — | — | |
| EEND-EDAVAD Type=Model-based2023.03 | — | — | 8.5 | 13.24 | 21.46 | 33.16 | 40.29 | 15.29 | — | |
| EEND-global-localSystem Type=two-stage2023.03 | — | — | 7.11 | 11.88 | 14.37 | 25.95 | 21.95 | 11.84 | — | |
| EEND-global-localVAD Type=Model-based2023.03 | — | — | 7.11 | 11.88 | 14.37 | 25.95 | 21.95 | 11.84 | — | |
| EEND-OLAVAD Type=Model-based2023.03 | — | — | 6.91 | 11.19 | 17.08 | 27.82 | 30.95 | 12.57 | — | |
| EEND-postSystem Type=two-stage2023.03 | — | — | 9.87 | 13.11 | 16.52 | 28.65 | 27.83 | 14.06 | — | |
| EEND-vector clust.System Type=two-stage2023.03 | — | — | 7.94 | 11.93 | 16.38 | 21.21 | 23.1 | 12.49 | — | |
| EEND-vector clust.VAD Type=Model-based2023.03 | — | — | 7.94 | 11.93 | 16.38 | 21.21 | 23.1 | 12.49 | — | |
| TOLDSystem Type=two-stage2023.03 | — | — | 5.73 | 10.31 | 11.96 | 23.89 | 20.39 | 10.14 | — | |
| TOLDVAD Type=Model-based2023.03 | — | — | 5.73 | 10.31 | 11.96 | 23.89 | 20.39 | 10.14 | — | |
| VBx+VAD Type=Oracle2023.03 | — | — | 10 | 14.28 | 21.19 | 27.91 | 35.59 | 15.8 | — |