Table 1 The structure of RawNet-SA
From: Anchor voiceprint recognition in live streaming via RawNet-SA and gated recurrent unit
Layer | Input:59049 | Output |
|---|---|---|
Sinc | Sinc (251,1,128) MaxPool (3) BN LeakyReLU | (19,683,128) |
Resblock×3 | BN | (725,128) |
LeakyReLU | ||
Conv (3,1,128) | ||
BN | ||
LeakyReLU | ||
Conv (3,1,128) | ||
MaxPool (3) | ||
FMS | ||
Resblock × 3 | BN | (26,256) |
LeakyReLU | ||
Conv (3,1,256) | ||
BN | ||
LeakyReLU | ||
Conv (3,1,256) | ||
MaxPool (3) | ||
SA | ||
Aggregation | GRU (1024) | (1024) |
Embedding | FC (1024) | (1024) |