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classifier.ckpt

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+oid sha256:5f7ea89eb44b3a3e8e3b957b8a473f9b024c2686e95170963223d2182ff1c076
+size 13207403

config.json

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+{
+  "speechbrain_interface": "EncoderClassifier"
+}

embedding_model.ckpt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:17890d7a013d36d71071599cb0ac720b673b5b16863c8e1ad769c3ce525b57d3
+size 16887086

hyperparams.yaml

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+# ############################################################################
+# Model: xvector for Speaker verification
+# ############################################################################
+
+# Feature parameters
+n_mels: 24
+
+# Pretrain folder (HuggingFace)
+pretrained_path: team-lucid/spkrec-xvect-korean
+
+# Output parameters
+out_n_neurons: 5914
+
+
+# Model params
+compute_features: !new:speechbrain.lobes.features.Fbank
+    n_mels: !ref <n_mels>
+
+mean_var_norm: !new:speechbrain.processing.features.InputNormalization
+    norm_type: sentence
+    std_norm: False
+
+embedding_model: !new:speechbrain.lobes.models.Xvector.Xvector
+    in_channels: !ref <n_mels>
+    activation: !name:torch.nn.LeakyReLU
+    tdnn_blocks: 5
+    tdnn_channels: [512, 512, 512, 512, 1500]
+    tdnn_kernel_sizes: [5, 3, 3, 1, 1]
+    tdnn_dilations: [1, 2, 3, 1, 1]
+    lin_neurons: 512
+
+classifier: !new:speechbrain.lobes.models.Xvector.Classifier
+    input_shape: [null, null, 512]
+    activation: !name:torch.nn.LeakyReLU
+    lin_blocks: 1
+    lin_neurons: 512
+    out_neurons: !ref <out_n_neurons>
+
+mean_var_norm_emb: !new:speechbrain.processing.features.InputNormalization
+    norm_type: global
+    std_norm: False
+
+modules:
+    compute_features: !ref <compute_features>
+    mean_var_norm: !ref <mean_var_norm>
+    embedding_model: !ref <embedding_model>
+    mean_var_norm_emb: !ref <mean_var_norm_emb>
+    classifier: !ref <classifier>
+
+label_encoder: !new:speechbrain.dataio.encoder.CategoricalEncoder
+
+        
+pretrainer: !new:speechbrain.utils.parameter_transfer.Pretrainer
+    loadables:
+        embedding_model: !ref <embedding_model>
+        mean_var_norm_emb: !ref <mean_var_norm_emb>
+        classifier: !ref <classifier>
+        label_encoder: !ref <label_encoder>
+    paths:
+        embedding_model: !ref <pretrained_path>/embedding_model.ckpt
+        mean_var_norm_emb: !ref <pretrained_path>/mean_var_norm_emb.ckpt
+        classifier: !ref <pretrained_path>/classifier.ckpt
+        label_encoder: !ref <pretrained_path>/label_encoder.txt

mean_var_norm_emb.ckpt

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+version https://git-lfs.github.com/spec/v1
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+size 1167