Table 4. Structural parameters of the tested networks.
| Species | Rate [kHz] | Chunk [samples] | Channels | STFT downsample | Separable conv. | TCN stacks | Kernel size [samples] | Kernel |
|---|---|---|---|---|---|---|---|---|
| Fly single channel | 10.0 | 4096 | 1 | - | - | 3 | 32 | 32 |
| Fly multi channel (pulse) | 10.0 | 2048 | 9 | - | TCN blocks 1+2 | 4 | 32 | 32 |
| Fly multi channel (sine) | 10.0 | 2048 | 9 | - | TCN blocks 1+2 | 4 | 32 | 32 |
| Mouse | 300.0 | 8192 | 1 | 16x | - | 2 | 16 | 32 |
| Marmoset | 44.1 | 8192 | 1 | 16x | - | 2 | 16 | 32 |
| Bengales finch | 32.0 | 1024 | 1 | 16x | - | 4 | 32 | 64 |
| Zebra finch | 32.0 | 2048 | 1 | 16x | - | 4 | 32 | 64 |