Recipe | Paper | |
---|---|---|
Train on | VoxCeleb2 dev + aug * 4 | VoxCeleb1 dev + VoxCeleb2 |
VAD | ✔️ | ✖️ |
# Feature | 81 | 23 |
# Frame | 200 | 200-400 |
Nonlinearity | ReLU | PReLU |
Momentum (last BN) | 0.5 | 0.1 |
Margin | 0.25 | 0.4 |
Scaling factor | 32 | 64 |
Batch size | 256 | 128 |
Momentum (SGD) | 0.9 | 0.95 |
Initial LR | 0.02 | 0.01 |
LR scheduler | ReduceLROnPlateau | Fixed |
cd $kaldi_root/egs
mkdir asv && cd asv
git clone https://github.com/yuyq96/asv-subtools.git subtools
cd subtools/recipe
git clone https://github.com/yuyq96/subtools-recipe-voxceleb.git voxceleb-dtdnn
cd ../..
subtools/recipe/runVoxceleb.sh