Acoustic Novelty Detection on PASCAL CHiME (test)
94.1F1 ScoreVRNN*
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VRNN*Online Processing=Yes, Threshold Strategy=Optimal2019.02 | 94.1 | 95.4 | 92.8 | |
| VRNNOnline Processing=Yes2019.02 | 93.6 | 95.4 | 91.8 | |
| BLSTM-DAEOnline Processing=No2019.02 | 93.4 | 94.7 | 92 | |
| Adversarial AEOnline Processing=Unknown2019.02 | 93.3 | — | — | |
| LSTM-DAEOnline Processing=Yes2019.02 | 92.4 | 94.2 | 90.6 | |
| BLSTM-CAEOnline Processing=No2019.02 | 91.3 | 93.6 | 89.2 | |
| HMMOnline Processing=Yes2019.02 | 91.1 | 94.1 | 88.9 | |
| GMMOnline Processing=Yes2019.02 | 89.4 | 99.1 | 87.8 | |
| LSTM-CAEOnline Processing=Yes2019.02 | 89.1 | 91.7 | 86.6 |