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magnjorg
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wav2vec-finetuned-guitar

Audio Classification
Transformers
PyTorch
wav2vec2
Model card Files Community
1
wav2vec-finetuned-guitar
File size: 3,007 Bytes 
7b7ac9b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "facebook/wav2vec2-base",
  "activation_dropout": 0.0,
  "adapter_attn_dim": null,
  "adapter_kernel_size": 3,
  "adapter_stride": 2,
  "add_adapter": false,
  "apply_spec_augment": true,
  "architectures": [
    "Wav2Vec2ForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "codevector_dim": 256,
  "contrastive_logits_temperature": 0.1,
  "conv_bias": false,
  "conv_dim": [
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    512,
    512,
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    512,
    512
  ],
  "conv_kernel": [
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  ],
  "conv_stride": [
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  "ctc_loss_reduction": "sum",
  "ctc_zero_infinity": false,
  "diversity_loss_weight": 0.1,
  "do_stable_layer_norm": false,
  "eos_token_id": 2,
  "feat_extract_activation": "gelu",
  "feat_extract_norm": "group",
  "feat_proj_dropout": 0.1,
  "feat_quantizer_dropout": 0.0,
  "final_dropout": 0.0,
  "freeze_feat_extract_train": true,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "overdrive",
    "1": "distortion",
    "10": "low reduct",
    "11": "high boost",
    "12": "high reduct",
    "2": "chorus",
    "3": "flanger",
    "4": "phaser",
    "5": "tremolo",
    "6": "reverb",
    "7": "feedback delay",
    "8": "slapback delay",
    "9": "low boost"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "chorus": "2",
    "distortion": "1",
    "feedback delay": "7",
    "flanger": "3",
    "high boost": "11",
    "high reduct": "12",
    "low boost": "9",
    "low reduct": "10",
    "overdrive": "0",
    "phaser": "4",
    "reverb": "6",
    "slapback delay": "8",
    "tremolo": "5"
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.0,
  "mask_channel_length": 10,
  "mask_channel_min_space": 1,
  "mask_channel_other": 0.0,
  "mask_channel_prob": 0.0,
  "mask_channel_selection": "static",
  "mask_feature_length": 10,
  "mask_feature_min_masks": 0,
  "mask_feature_prob": 0.0,
  "mask_time_length": 10,
  "mask_time_min_masks": 2,
  "mask_time_min_space": 1,
  "mask_time_other": 0.0,
  "mask_time_prob": 0.05,
  "mask_time_selection": "static",
  "model_type": "wav2vec2",
  "no_mask_channel_overlap": false,
  "no_mask_time_overlap": false,
  "num_adapter_layers": 3,
  "num_attention_heads": 12,
  "num_codevector_groups": 2,
  "num_codevectors_per_group": 320,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_feat_extract_layers": 7,
  "num_hidden_layers": 12,
  "num_negatives": 100,
  "output_hidden_size": 768,
  "pad_token_id": 0,
  "proj_codevector_dim": 256,
  "tdnn_dilation": [
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    2,
    3,
    1,
    1
  ],
  "tdnn_dim": [
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    512,
    512,
    1500
  ],
  "tdnn_kernel": [
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    3,
    1,
    1
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.30.2",
  "use_weighted_layer_sum": false,
  "vocab_size": 32,
  "xvector_output_dim": 512
}