config.json

{
  "codebook_dim": 16,
  "codebook_size": 8192,
  "conv_dim": 512,
  "encoder_depth": 12,
  "encoder_dim": 1024,
  "features": [
    "melspec_2048"
  ],
  "hop_length": 240,
  "is_flash": false,
  "label_rate": 25,
  "mask_hop": 0.4,
  "mask_prob": 0.6,
  "n_mels": 128,
  "num_codebooks": 1,
  "recon_loss_ratio": null,
  "resume_checkpoint": null,
  "rvq_ckpt_path": null,
  "rvq_multi_layer_num": 1,
  "rvq_n_codebooks": 8,
  "stat": {
    "melspec_2048_cnt": 14282760192,
    "melspec_2048_mean": 6.768444971712967,
    "melspec_2048_std": 18.417922652295623
  },
  "use_encodec_target": false,
  "use_rvq_target": true,
  "use_vq_target": false,
  "w2v2_config": {
    "activation_dropout": 0.1,
    "adapter_kernel_size": 3,
    "adapter_stride": 2,
    "add_adapter": false,
    "apply_spec_augment": true,
    "architectures": [
      "Wav2Vec2ConformerForCTC"
    ],
    "attention_dropout": 0.1,
    "bos_token_id": 1,
    "classifier_proj_size": 256,
    "codevector_dim": 768,
    "conformer_conv_dropout": 0.1,
    "contrastive_logits_temperature": 0.1,
    "conv_bias": true,
    "conv_depthwise_kernel_size": 31,
    "conv_dim": [
      512,
      512,
      512,
      512,
      512,
      512,
      512
    ],
    "conv_kernel": [
      10,
      3,
      3,
      3,
      3,
      2,
      2
    ],
    "conv_stride": [
      5,
      2,
      2,
      2,
      2,
      2,
      2
    ],
    "ctc_loss_reduction": "sum",
    "ctc_zero_infinity": false,
    "diversity_loss_weight": 0.1,
    "do_stable_layer_norm": true,
    "eos_token_id": 2,
    "feat_extract_activation": "gelu",
    "feat_extract_dropout": 0.0,
    "feat_extract_norm": "layer",
    "feat_proj_dropout": 0.1,
    "feat_quantizer_dropout": 0.0,
    "final_dropout": 0.1,
    "gradient_checkpointing": false,
    "hidden_act": "swish",
    "hidden_dropout": 0.1,
    "hidden_dropout_prob": 0.1,
    "hidden_size": 1024,
    "initializer_range": 0.02,
    "intermediate_size": 4096,
    "layer_norm_eps": 1e-05,
    "layerdrop": 0.0,
    "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_prob": 0.05,
    "max_source_positions": 5000,
    "model_type": "wav2vec2-conformer",
    "num_adapter_layers": 3,
    "num_attention_heads": 16,
    "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": 24,
    "num_negatives": 100,
    "output_hidden_size": 1024,
    "pad_token_id": 0,
    "position_embeddings_type": "rotary",
    "proj_codevector_dim": 768,
    "rotary_embedding_base": 10000,
    "tdnn_dilation": [
      1,
      2,
      3,
      1,
      1
    ],
    "tdnn_dim": [
      512,
      512,
      512,
      512,
      1500
    ],
    "tdnn_kernel": [
      5,
      3,
      3,
      1,
      1
    ],
    "torch_dtype": "float32",
    "transformers_version": "4.19.0.dev0",
    "use_weighted_layer_sum": false,
    "vocab_size": 32,
    "xvector_output_dim": 512
  }
}