Text-dependent Speaker Verification on Large speaker verification dataset 83K speakers (test)
2.38Average EER3-layer LSTM + GE2E + MultiReader
Evaluation Results
| Method | Links | |
|---|---|---|
| 3-layer LSTM + GE2E + MultiReaderArchitecture=(128, 64) x 3, Embedding Size=64, Loss Function=GE2E, MultiReader=Yes2017.10 | 2.38 | |
| 3-layer LSTM + MultiReaderArchitecture=(128, 64) x 3, Embedding Size=64, Loss Function=TE2E, MultiReader=Yes2017.10 | 2.67 | |
| LSTM + MultiReaderArchitecture=(512,), Embedding Size=128, Loss Function=TE2E, MultiReader=Yes2017.10 | 2.78 | |
| 3-layer LSTM + GE2EArchitecture=(128, 64) x 3, Embedding Size=64, Loss Function=GE2E, MultiReader=No2017.10 | 3.1 | |
| LSTMArchitecture=(512,), Embedding Size=128, Loss Function=TE2E, MultiReader=No2017.10 | 3.3 | |
| 3-layer LSTMArchitecture=(128, 64) x 3, Embedding Size=64, Loss Function=TE2E, MultiReader=No2017.10 | 3.55 |