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| model_name: "lstm_audio_classifier" | |
| mel_spectrogram_param: | |
| sample_rate: 8000 | |
| n_fft: 512 | |
| win_length: 200 | |
| hop_length: 80 | |
| f_min: 10 | |
| f_max: 3800 | |
| window_fn: hamming | |
| n_mels: 80 | |
| lstm_layer_param: | |
| input_size: 80 | |
| hidden_size: 64 | |
| num_layers: 3 | |
| dropout: 0.2 | |
| pooling_layer_param: | |
| pool_layer: last | |
| cls_head_param: | |
| input_dim: 64 | |
| num_layers: 1 | |
| hidden_dims: | |
| - 32 | |
| activations: relu | |
| dropout: 0.1 | |
| num_labels: 3 | |