Pretrained Models¶
Speaker Recognition¶
ResNet18 training with VoxCeleb¶
Download: Baidu, Google Drive
I followed the ideas in paper VoxCeleb2 1806.05622 to train this model, the differences between them:
| Res18 in this repo | Res34 in paper | |
|---|---|---|
| Trained on | VoxCeleb2 | VoxCeleb2 |
| Input spec size | 224x224 | 512x300 |
| Eval on | Random 9500+ pair samples from VoxCeleb1 | Original VoxCeleb1 test set |
| Metric | Accuracy: 0.932656 +- 0.005187 | EER: 0.0504 |
| Framework | Mxnet Gluon | Matconvnet |
| ROC |  |