Initial commit for wav2vec2-large-robust pronunciation model
Browse files- config.json +110 -0
- model.safetensors +3 -0
- preprocessor_config.json +10 -0
- special_tokens_map.json +6 -0
- tokenizer_config.json +49 -0
- vocab.json +440 -0
config.json
ADDED
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@@ -0,0 +1,110 @@
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{
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"_name_or_path": "facebook/wav2vec2-large-robust",
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"activation_dropout": 0.1,
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"adapter_attn_dim": null,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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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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"codevector_dim": 768,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": true,
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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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3,
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3,
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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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2,
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2,
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2
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],
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"ctc_loss_reduction": "mean",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": true,
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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": "layer",
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"feat_proj_dropout": 0.1,
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| 54 |
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.1,
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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": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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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_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"model_type": "wav2vec2",
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"num_adapter_layers": 3,
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"num_attention_heads": 16,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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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": 24,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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"pad_token_id": 436,
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| 83 |
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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1,
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2,
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3,
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1,
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1
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],
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"tdnn_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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1500
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],
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"tdnn_kernel": [
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5,
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3,
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3,
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1,
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1
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],
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"torch_dtype": "float32",
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"transformers_version": "4.39.1",
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"use_weighted_layer_sum": false,
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| 108 |
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"vocab_size": 440,
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| 109 |
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"xvector_output_dim": 512
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}
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model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:b1511757b5f36ccab26fbea89be5514cfe4565bc77fd2a6c5661e92253c616c1
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| 3 |
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size 1263611496
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preprocessor_config.json
ADDED
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@@ -0,0 +1,10 @@
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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": 0.0,
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"processor_class": "Wav2Vec2Processor",
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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special_tokens_map.json
ADDED
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@@ -0,0 +1,6 @@
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{
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"bos_token": "<s>",
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"eos_token": "</s>",
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"pad_token": "<pad>",
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"unk_token": "<unk>"
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}
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tokenizer_config.json
ADDED
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@@ -0,0 +1,49 @@
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{
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"added_tokens_decoder": {
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"436": {
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| 4 |
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"content": "<pad>",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": true,
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| 7 |
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"rstrip": false,
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| 8 |
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"single_word": false,
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| 9 |
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"special": true
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| 10 |
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},
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| 11 |
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"437": {
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| 12 |
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"content": "<unk>",
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| 13 |
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"lstrip": false,
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| 14 |
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"normalized": true,
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| 15 |
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"rstrip": false,
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| 16 |
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"single_word": false,
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| 17 |
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"special": true
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| 18 |
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},
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| 19 |
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"438": {
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| 20 |
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"content": "<s>",
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| 21 |
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"lstrip": false,
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| 22 |
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"normalized": true,
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| 23 |
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"rstrip": false,
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| 24 |
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"single_word": false,
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| 25 |
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"special": true
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| 26 |
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},
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| 27 |
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"439": {
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| 28 |
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"content": "</s>",
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| 29 |
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"lstrip": false,
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| 30 |
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"normalized": true,
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| 31 |
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"rstrip": false,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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}
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| 35 |
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},
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| 36 |
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"bos_token": "<s>",
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| 37 |
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"clean_up_tokenization_spaces": true,
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| 38 |
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"do_phonemize": false,
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| 39 |
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"eos_token": "</s>",
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| 40 |
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"model_max_length": 1000000000000000019884624838656,
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| 41 |
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"pad_token": "<pad>",
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| 42 |
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"phone_delimiter_token": " ",
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| 43 |
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"phonemizer_backend": "espeak",
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| 44 |
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"phonemizer_lang": "en-us",
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| 45 |
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"processor_class": "Wav2Vec2Processor",
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| 46 |
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"tokenizer_class": "Wav2Vec2PhonemeCTCTokenizer",
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| 47 |
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"unk_token": "<unk>",
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| 48 |
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"word_delimiter_token": null
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| 49 |
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}
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vocab.json
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 9 |
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| 23 |
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