Speaker Diarization on DIHARD II (test)
26.1DERPLDA + AHC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PLDA + AHCMode=offline, Source=baseline provided with challenge2019.11 | 26.1 | 17.7 | |
| UIS-RNN-SML + eq.10Loss=SML, alpha_estimation=analytical formulation (eq. 10), N=22019.11 | 27.3 | 19.4 | |
| UIS-RNN + eq.10alpha_estimation=analytical formulation (eq. 10)2019.11 | 30.3 | 22.8 | |
| UIS-RNNSource=[21], [27]2019.11 | 30.9 | 23.4 | |
| Cum. mean + beam searchDescription=Naive implementation where GRU is replaced by cumulative mean of embeddings, Beam search=True2019.11 | 34 | 26.7 |