|
|
|
|
|
sample_rate: 44100 |
|
|
|
|
|
n_mels: 80 |
|
left_frames: 0 |
|
right_frames: 0 |
|
deltas: false |
|
amp_to_db: true |
|
normalize: true |
|
use_melspectra: true |
|
|
|
|
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out_n_neurons: 50 |
|
|
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device: cpu |
|
|
|
|
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compute_features: !new:speechbrain.lobes.features.Fbank |
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n_mels: 80 |
|
left_frames: 0 |
|
right_frames: 0 |
|
deltas: false |
|
sample_rate: 44100 |
|
n_fft: 1024 |
|
win_length: 20 |
|
hop_length: 10 |
|
|
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use_pretrain: false |
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embedding_model: !new:speechbrain.lobes.models.Cnn14.Cnn14 |
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mel_bins: 80 |
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emb_dim: 2048 |
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|
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classifier: !new:speechbrain.lobes.models.ECAPA_TDNN.Classifier |
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input_size: 2048 |
|
out_neurons: 50 |
|
lin_blocks: 1 |
|
|
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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: |
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compute_stft: !ref <compute_stft> |
|
compute_fbank: !ref <compute_fbank> |
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compute_features: !ref <compute_features> |
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embedding_model: !ref <embedding_model> |
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classifier: !ref <classifier> |
|
mean_var_norm: !ref <mean_var_norm> |
|
|
|
|
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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> |
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classifier: !ref <classifier> |
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label_encoder: !ref <label_encoder> |
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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 |
|
|
