| { | |
| "model_type": "demodokos-vocal-spectrography", | |
| "architecture": "ECAPA-TDNN", | |
| "version": "1.0.0", | |
| "encoder": { | |
| "mel_dim": 128, | |
| "embedding_dim": 2048, | |
| "channels": [ | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 1536 | |
| ], | |
| "kernel_sizes": [ | |
| 5, | |
| 3, | |
| 3, | |
| 3, | |
| 1 | |
| ], | |
| "dilations": [ | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 1 | |
| ], | |
| "attention_channels": 128, | |
| "res2net_scale": 8, | |
| "se_channels": 128 | |
| }, | |
| "preprocessing": { | |
| "sample_rate": 24000, | |
| "n_fft": 1024, | |
| "num_mels": 128, | |
| "hop_size": 256, | |
| "win_size": 1024, | |
| "fmin": 0, | |
| "fmax": 12000, | |
| "center": false, | |
| "mel_norm": "slaney", | |
| "window": "hann" | |
| }, | |
| "training": { | |
| "objective": "vocal_spectrography", | |
| "loss": "AAM-Softmax", | |
| "embedding_normalization": "L2", | |
| "dtype": "bfloat16" | |
| }, | |
| "torch_dtype": "bfloat16" | |
| } |