Create hyperparams.yaml
Browse files- hyperparams.yaml +60 -0
hyperparams.yaml
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# Feature parameters
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n_mels: 24
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# Pretrain folder (HuggingFace)
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pretrained_path: Ocelotr/xvec_ver3
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# Output parameters
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out_n_neurons: 2917
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# Model params
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compute_features: !new:speechbrain.lobes.features.Fbank
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n_mels: !ref <n_mels>
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mean_var_norm: !new:speechbrain.processing.features.InputNormalization
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norm_type: sentence
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std_norm: False
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embedding_model: !new:speechbrain.lobes.models.Xvector.Xvector
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in_channels: !ref <n_mels>
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activation: !name:torch.nn.LeakyReLU
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tdnn_blocks: 5
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tdnn_channels: [512, 512, 512, 512, 1500]
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tdnn_kernel_sizes: [5, 3, 3, 1, 1]
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tdnn_dilations: [1, 2, 3, 1, 1]
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lin_neurons: 512
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classifier: !new:speechbrain.lobes.models.Xvector.Classifier
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input_shape: [null, null, 512]
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activation: !name:torch.nn.LeakyReLU
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lin_blocks: 1
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lin_neurons: 512
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out_neurons: !ref <out_n_neurons>
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mean_var_norm_emb: !new:speechbrain.processing.features.InputNormalization
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norm_type: global
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std_norm: False
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modules:
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compute_features: !ref <compute_features>
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mean_var_norm: !ref <mean_var_norm>
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embedding_model: !ref <embedding_model>
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mean_var_norm_emb: !ref <mean_var_norm_emb>
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classifier: !ref <classifier>
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label_encoder: !new:speechbrain.dataio.encoder.CategoricalEncoder
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pretrainer: !new:speechbrain.utils.parameter_transfer.Pretrainer
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loadables:
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embedding_model: !ref <embedding_model>
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mean_var_norm_emb: !ref <mean_var_norm_emb>
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classifier: !ref <classifier>
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label_encoder: !ref <label_encoder>
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paths:
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embedding_model: !ref <pretrained_path>/embedding_model.ckpt
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mean_var_norm_emb: !ref <pretrained_path>/mean_var_norm_emb.ckpt
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classifier: !ref <pretrained_path>/classifier.ckpt
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label_encoder: !ref <pretrained_path>/label_encoder.txt
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