Supradeepdan
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Parent(s):
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files
Browse files- classifier.ckpt +3 -0
- embedding_model.ckpt +3 -0
- hyperparams.yaml +51 -0
- normalizer.ckpt +3 -0
- optimizer.ckpt +3 -0
classifier.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5685aaf2bf2ebbc83cca96144e452f51f0d1485d83e6413ae3cc7f620a285dad
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size 77986
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embedding_model.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7b5a73350673d1ecd1eba1ba313c66b07ff5d86a231e06b1ea2b3c641f50d197
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size 350831
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hyperparams.yaml
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#Feature parameters
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sample_rate: 16000
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n_mels: 40
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#Model parameters
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emb_dim: 128
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n_classes: 5
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tdnn_channels: 64
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tdnn_channels_out: 128
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label_encoder: !new:speechbrain.dataio.encoder.CategoricalEncoder
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#model
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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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tdnn_blocks: 5
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tdnn_channels:
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- !ref <tdnn_channels>
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- !ref <tdnn_channels>
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- !ref <tdnn_channels>
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- !ref <tdnn_channels>
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- !ref <tdnn_channels_out>
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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: !ref <emb_dim>
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classifier: !new:speechbrain.lobes.models.Xvector.Classifier
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input_shape: [null, null, !ref <emb_dim>]
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activation: !name:torch.nn.LeakyReLU
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lin_blocks: 1
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lin_neurons: !ref <emb_dim>
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out_neurons: !ref <n_classes>
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modules:
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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>
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mean_var_norm: !ref <mean_var_norm>
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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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classifier: !ref <classifier>
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normalizer.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:eea3e3b1a844a31238e27615361a12a68bfd7b703fabeaf4478b6c61dfa8aea0
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size 1578
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optimizer.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:616b45a74926ef7c03865e94a027f35e5c4b41afb8b6fc05d4bc5d2359694c17
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size 836228
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