Activity Detection 벤치마크
Activity Detection on AVA-Speech
ROC-AUC
- 2021-03-05 — CNN-BiLSTM_best: ROC-AUC 95.14
| Rank | Model | ROC-AUC | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | CNN-BiLSTM_best | 95.14 | A Hybrid CNN-BiLSTM Voice Activity Detector | NickWilkinson37/voxseg | 2021 |
| 2 | CNN-BiLSTM_small | 95.13 | A Hybrid CNN-BiLSTM Voice Activity Detector | NickWilkinson37/voxseg | 2021 |
| 3 | SG-VAD (ours) | 94.3 | SG-VAD: Stochastic Gates Based Speech Activity Detection | jsvir/vad | 2022 |
| 4 | ADA-VAD | 79.1 | ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection | 2022 |