raja1196 commited on
Commit
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First model version

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Files changed (4) hide show
  1. config.json +108 -0
  2. optimizer.pt +3 -0
  3. preprocessor_config.json +9 -0
  4. pytorch_model.bin +3 -0
config.json ADDED
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+ {
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+ "_name_or_path": "facebook/hubert-base-ls960",
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+ "activation_dropout": 0.1,
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+ "apply_spec_augment": true,
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+ "architectures": [
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+ "HubertForSpeechClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "bos_token_id": 1,
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+ "classifier_proj_size": 256,
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+ "conv_bias": false,
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+ "conv_dim": [
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512
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+ ],
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+ "conv_kernel": [
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+ 10,
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+ 3,
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+ 2,
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+ 2
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+ ],
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+ "conv_stride": [
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+ 5,
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+ 2,
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+ 2,
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+ 2
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+ ],
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+ "ctc_loss_reduction": "sum",
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+ "ctc_zero_infinity": false,
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+ "do_stable_layer_norm": false,
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+ "eos_token_id": 2,
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+ "feat_extract_activation": "gelu",
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+ "feat_extract_dropout": 0.0,
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+ "feat_extract_norm": "group",
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+ "feat_proj_dropout": 0.1,
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+ "final_dropout": 0.1,
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+ "finetuning_task": "wav2vec2_clf",
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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout": 0.1,
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "female_angry",
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+ "1": "female_disgust",
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+ "2": "female_fear",
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+ "3": "female_happy",
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+ "4": "female_neutral",
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+ "5": "female_sad",
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+ "6": "female_surprise",
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+ "7": "male_angry",
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+ "8": "male_disgust",
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+ "9": "male_fear",
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+ "10": "male_happy",
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+ "11": "male_neutral",
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+ "12": "male_sad",
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+ "13": "male_surprise"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "female_angry": 0,
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+ "female_disgust": 1,
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+ "female_fear": 2,
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+ "female_happy": 3,
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+ "female_neutral": 4,
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+ "female_sad": 5,
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+ "female_surprise": 6,
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+ "male_angry": 7,
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+ "male_disgust": 8,
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+ "male_fear": 9,
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+ "male_happy": 10,
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+ "male_neutral": 11,
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+ "male_sad": 12,
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+ "male_surprise": 13
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "layerdrop": 0.1,
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+ "mask_feature_length": 10,
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+ "mask_feature_prob": 0.0,
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+ "mask_time_length": 10,
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+ "mask_time_prob": 0.05,
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+ "model_type": "hubert",
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+ "num_attention_heads": 12,
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+ "num_conv_pos_embedding_groups": 16,
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+ "num_conv_pos_embeddings": 128,
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+ "num_feat_extract_layers": 7,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "pooling_mode": "mean",
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+ "problem_type": "single_label_classification",
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+ "tokenizer_class": "Wav2Vec2CTCTokenizer",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.12.0.dev0",
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+ "use_weighted_layer_sum": false,
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+ "vocab_size": 32
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+ }
optimizer.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 726300297
preprocessor_config.json ADDED
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+ {
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+ "do_normalize": true,
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+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
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+ "feature_size": 1,
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+ "padding_side": "right",
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+ "padding_value": 0,
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+ "return_attention_mask": false,
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+ "sampling_rate": 16000
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+ }
pytorch_model.bin ADDED
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