| |
|
|
| sample_rate: 44100 |
|
|
| |
| n_mels: 80 |
| left_frames: 0 |
| right_frames: 0 |
| deltas: false |
| amp_to_db: true |
| normalize: true |
| use_melspectra: true |
|
|
| |
| out_n_neurons: 50 |
|
|
| device: cpu |
|
|
| |
| compute_features: !new:speechbrain.lobes.features.Fbank |
| n_mels: 80 |
| left_frames: 0 |
| right_frames: 0 |
| deltas: false |
| sample_rate: 44100 |
| n_fft: 1024 |
| win_length: 20 |
| hop_length: 10 |
|
|
| use_pretrain: false |
| embedding_model: !new:speechbrain.lobes.models.Cnn14.Cnn14 |
| mel_bins: 80 |
| emb_dim: 2048 |
|
|
| classifier: !new:speechbrain.lobes.models.ECAPA_TDNN.Classifier |
| input_size: 2048 |
| out_neurons: 50 |
| lin_blocks: 1 |
|
|
| mean_var_norm: !new:speechbrain.processing.features.InputNormalization |
| norm_type: sentence |
| std_norm: false |
|
|
| |
| n_fft: 1024 |
| spec_mag_power: 0.5 |
| hop_length: 11.6099 |
| win_length: 23.2199 |
|
|
| compute_stft: !new:speechbrain.processing.features.STFT |
| n_fft: 1024 |
| hop_length: 11.6099 |
| win_length: 23.2199 |
| sample_rate: 44100 |
|
|
| compute_fbank: !new:speechbrain.processing.features.Filterbank |
| n_mels: 80 |
| n_fft: 1024 |
| sample_rate: 44100 |
|
|
| modules: |
| compute_stft: !ref <compute_stft> |
| compute_fbank: !ref <compute_fbank> |
| compute_features: !ref <compute_features> |
| embedding_model: !ref <embedding_model> |
| classifier: !ref <classifier> |
| mean_var_norm: !ref <mean_var_norm> |
|
|
|
|
| label_encoder: !new:speechbrain.dataio.encoder.CategoricalEncoder |
| pretrained_path: speechbrain/cnn14-esc50 |
|
|
| pretrainer: !new:speechbrain.utils.parameter_transfer.Pretrainer |
| loadables: |
| embedding_model: !ref <embedding_model> |
| classifier: !ref <classifier> |
| label_encoder: !ref <label_encoder> |
| paths: |
| embedding_model: !ref <pretrained_path>/embedding_model_esc50ft.ckpt |
| classifier: !ref <pretrained_path>/classifier_esc50.ckpt |
| label_encoder: !ref <pretrained_path>/label_encoder.txt |
| |
