Upload folder using huggingface_hub
Browse files- README.md +73 -0
- added_tokens.json +4 -0
- all_results.json +14 -0
- checkpoint-65930/added_tokens.json +4 -0
- checkpoint-65930/config.json +117 -0
- checkpoint-65930/optimizer.pt +3 -0
- checkpoint-65930/preprocessor_config.json +10 -0
- checkpoint-65930/pytorch_model.bin +3 -0
- checkpoint-65930/rng_state.pth +3 -0
- checkpoint-65930/scheduler.pt +3 -0
- checkpoint-65930/special_tokens_map.json +30 -0
- checkpoint-65930/tokenizer_config.json +51 -0
- checkpoint-65930/trainer_state.json +895 -0
- checkpoint-65930/training_args.bin +3 -0
- checkpoint-65930/vocab.json +3928 -0
- config.json +117 -0
- eval_results.json +9 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +30 -0
- tokenizer_config.json +51 -0
- train_results.json +8 -0
- trainer_state.json +904 -0
- training_args.bin +3 -0
- vocab.json +3928 -0
README.md
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---
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license: apache-2.0
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base_model: facebook/wav2vec2-large-xlsr-53
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tags:
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- automatic-speech-recognition
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- ./sample_speech.py
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- generated_from_trainer
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model-index:
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- name: zhko_xlsr_run1
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# zhko_xlsr_run1
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This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the ./SAMPLE_SPEECH.PY - NA dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.1948
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- Cer: 0.4465
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0003
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 4
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Cer |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|
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| 5.0444 | 1.0 | 6593 | 4.6695 | 0.8764 |
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| 3.2619 | 2.0 | 13186 | 2.9759 | 0.6249 |
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| 2.7859 | 3.0 | 19779 | 2.5370 | 0.5421 |
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| 2.3947 | 4.0 | 26372 | 2.3582 | 0.5159 |
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| 2.1313 | 5.0 | 32965 | 2.2462 | 0.4872 |
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| 1.8083 | 6.0 | 39558 | 2.2104 | 0.4696 |
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| 1.5209 | 7.0 | 46151 | 2.1621 | 0.4661 |
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| 1.3735 | 8.0 | 52744 | 2.2031 | 0.4582 |
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| 1.1354 | 9.0 | 59337 | 2.1740 | 0.4492 |
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| 1.0788 | 10.0 | 65930 | 2.1948 | 0.4465 |
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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added_tokens.json
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{
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"</s>": 3927,
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"<s>": 3926
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}
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all_results.json
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{
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"epoch": 10.0,
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"eval_cer": 0.44653878231859884,
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"eval_loss": 2.1948180198669434,
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"eval_runtime": 53.1977,
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"eval_samples": 321,
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"eval_samples_per_second": 6.034,
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"eval_steps_per_second": 3.026,
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"train_loss": 2.559117515977084,
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"train_runtime": 35313.2078,
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"train_samples": 26371,
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"train_samples_per_second": 7.468,
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"train_steps_per_second": 1.867
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}
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checkpoint-65930/added_tokens.json
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{
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"</s>": 3927,
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"<s>": 3926
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}
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checkpoint-65930/config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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"activation_dropout": 0.0,
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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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| 13 |
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"bos_token_id": 1,
|
| 14 |
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"classifier_proj_size": 256,
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| 15 |
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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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],
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| 45 |
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"ctc_loss_reduction": "mean",
|
| 46 |
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"ctc_zero_infinity": false,
|
| 47 |
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"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
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"eos_token_id": 2,
|
| 50 |
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"feat_extract_activation": "gelu",
|
| 51 |
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"feat_extract_dropout": 0.0,
|
| 52 |
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"feat_extract_norm": "layer",
|
| 53 |
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"feat_proj_dropout": 0.05,
|
| 54 |
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"feat_quantizer_dropout": 0.0,
|
| 55 |
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"final_dropout": 0.0,
|
| 56 |
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"gradient_checkpointing": false,
|
| 57 |
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"hidden_act": "gelu",
|
| 58 |
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"hidden_dropout": 0.05,
|
| 59 |
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"hidden_size": 1024,
|
| 60 |
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"initializer_range": 0.02,
|
| 61 |
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"intermediate_size": 4096,
|
| 62 |
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"layer_norm_eps": 1e-05,
|
| 63 |
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"layerdrop": 0.05,
|
| 64 |
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"mask_channel_length": 10,
|
| 65 |
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"mask_channel_min_space": 1,
|
| 66 |
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"mask_channel_other": 0.0,
|
| 67 |
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"mask_channel_prob": 0.0,
|
| 68 |
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"mask_channel_selection": "static",
|
| 69 |
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"mask_feature_length": 10,
|
| 70 |
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"mask_feature_min_masks": 0,
|
| 71 |
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"mask_feature_prob": 0.0,
|
| 72 |
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"mask_time_length": 10,
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| 73 |
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"mask_time_min_masks": 2,
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| 74 |
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"mask_time_min_space": 1,
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| 75 |
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"mask_time_other": 0.0,
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| 76 |
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"mask_time_prob": 0.05,
|
| 77 |
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"mask_time_selection": "static",
|
| 78 |
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"model_type": "wav2vec2",
|
| 79 |
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"num_adapter_layers": 3,
|
| 80 |
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"num_attention_heads": 16,
|
| 81 |
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"num_codevector_groups": 2,
|
| 82 |
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"num_codevectors_per_group": 320,
|
| 83 |
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"num_conv_pos_embedding_groups": 16,
|
| 84 |
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"num_conv_pos_embeddings": 128,
|
| 85 |
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"num_feat_extract_layers": 7,
|
| 86 |
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"num_hidden_layers": 24,
|
| 87 |
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"num_negatives": 100,
|
| 88 |
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"output_hidden_size": 1024,
|
| 89 |
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"pad_token_id": 3925,
|
| 90 |
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"proj_codevector_dim": 768,
|
| 91 |
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"tdnn_dilation": [
|
| 92 |
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| 93 |
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|
| 94 |
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| 95 |
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| 96 |
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| 97 |
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],
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| 98 |
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"tdnn_dim": [
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| 99 |
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| 100 |
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| 101 |
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| 102 |
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"tdnn_kernel": [
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| 111 |
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],
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| 112 |
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"torch_dtype": "float32",
|
| 113 |
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"transformers_version": "4.34.1",
|
| 114 |
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"use_weighted_layer_sum": false,
|
| 115 |
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"vocab_size": 3928,
|
| 116 |
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"xvector_output_dim": 512
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| 117 |
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}
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checkpoint-65930/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:649cccee64f8b173e8dea4c697fd997441846075d956c6068bd40a1f7ae1ecd8
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size 2522369334
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checkpoint-65930/preprocessor_config.json
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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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"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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checkpoint-65930/pytorch_model.bin
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oid sha256:a049923cbfce301915995519e2429e230c993cd84e166effe47cc47fa6808980
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size 1278007146
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checkpoint-65930/rng_state.pth
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checkpoint-65930/scheduler.pt
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size 1064
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checkpoint-65930/special_tokens_map.json
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|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-65930/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"3924": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"3925": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"3926": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3927": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-65930/trainer_state.json
ADDED
|
@@ -0,0 +1,895 @@
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|
| 1 |
+
{
|
| 2 |
+
"[PAD]": 3925,
|
| 3 |
+
"[UNK]": 3924,
|
| 4 |
+
"a": 1,
|
| 5 |
+
"b": 2,
|
| 6 |
+
"c": 3,
|
| 7 |
+
"d": 4,
|
| 8 |
+
"e": 5,
|
| 9 |
+
"f": 6,
|
| 10 |
+
"g": 7,
|
| 11 |
+
"h": 8,
|
| 12 |
+
"i": 9,
|
| 13 |
+
"j": 10,
|
| 14 |
+
"k": 11,
|
| 15 |
+
"l": 12,
|
| 16 |
+
"m": 13,
|
| 17 |
+
"n": 14,
|
| 18 |
+
"o": 15,
|
| 19 |
+
"p": 16,
|
| 20 |
+
"q": 17,
|
| 21 |
+
"r": 18,
|
| 22 |
+
"s": 19,
|
| 23 |
+
"t": 20,
|
| 24 |
+
"u": 21,
|
| 25 |
+
"v": 22,
|
| 26 |
+
"w": 23,
|
| 27 |
+
"x": 24,
|
| 28 |
+
"y": 25,
|
| 29 |
+
"z": 26,
|
| 30 |
+
"|": 0,
|
| 31 |
+
"’": 27,
|
| 32 |
+
"一": 28,
|
| 33 |
+
"丁": 29,
|
| 34 |
+
"七": 30,
|
| 35 |
+
"万": 31,
|
| 36 |
+
"丈": 32,
|
| 37 |
+
"三": 33,
|
| 38 |
+
"上": 34,
|
| 39 |
+
"下": 35,
|
| 40 |
+
"不": 36,
|
| 41 |
+
"与": 37,
|
| 42 |
+
"丐": 38,
|
| 43 |
+
"丑": 39,
|
| 44 |
+
"专": 40,
|
| 45 |
+
"且": 41,
|
| 46 |
+
"世": 42,
|
| 47 |
+
"丘": 43,
|
| 48 |
+
"业": 44,
|
| 49 |
+
"丛": 45,
|
| 50 |
+
"东": 46,
|
| 51 |
+
"丝": 47,
|
| 52 |
+
"丟": 48,
|
| 53 |
+
"丢": 49,
|
| 54 |
+
"两": 50,
|
| 55 |
+
"严": 51,
|
| 56 |
+
"並": 52,
|
| 57 |
+
"丧": 53,
|
| 58 |
+
"个": 54,
|
| 59 |
+
"丫": 55,
|
| 60 |
+
"中": 56,
|
| 61 |
+
"丰": 57,
|
| 62 |
+
"串": 58,
|
| 63 |
+
"临": 59,
|
| 64 |
+
"丸": 60,
|
| 65 |
+
"丹": 61,
|
| 66 |
+
"为": 62,
|
| 67 |
+
"主": 63,
|
| 68 |
+
"丽": 64,
|
| 69 |
+
"举": 65,
|
| 70 |
+
"乃": 66,
|
| 71 |
+
"久": 67,
|
| 72 |
+
"么": 68,
|
| 73 |
+
"义": 69,
|
| 74 |
+
"之": 70,
|
| 75 |
+
"乌": 71,
|
| 76 |
+
"乍": 72,
|
| 77 |
+
"乎": 73,
|
| 78 |
+
"乏": 74,
|
| 79 |
+
"乐": 75,
|
| 80 |
+
"乒": 76,
|
| 81 |
+
"乓": 77,
|
| 82 |
+
"乔": 78,
|
| 83 |
+
"乖": 79,
|
| 84 |
+
"乘": 80,
|
| 85 |
+
"乙": 81,
|
| 86 |
+
"九": 82,
|
| 87 |
+
"乞": 83,
|
| 88 |
+
"也": 84,
|
| 89 |
+
"习": 85,
|
| 90 |
+
"乡": 86,
|
| 91 |
+
"书": 87,
|
| 92 |
+
"买": 88,
|
| 93 |
+
"乱": 89,
|
| 94 |
+
"乳": 90,
|
| 95 |
+
"乾": 91,
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|
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|
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| 3869 |
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|
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|
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|
| 3883 |
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|
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|
| 3885 |
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|
| 3886 |
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|
| 3887 |
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|
| 3888 |
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|
| 3889 |
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|
| 3890 |
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|
| 3891 |
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|
| 3892 |
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|
| 3893 |
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|
| 3894 |
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|
| 3895 |
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|
| 3896 |
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|
| 3897 |
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|
| 3898 |
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|
| 3899 |
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|
| 3900 |
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|
| 3901 |
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|
| 3902 |
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|
| 3903 |
+
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|
| 3904 |
+
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|
| 3905 |
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|
| 3906 |
+
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|
| 3907 |
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|
| 3908 |
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|
| 3909 |
+
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|
| 3910 |
+
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|
| 3911 |
+
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|
| 3912 |
+
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|
| 3913 |
+
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|
| 3914 |
+
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|
| 3915 |
+
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|
| 3916 |
+
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|
| 3917 |
+
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|
| 3918 |
+
"！": 3914,
|
| 3919 |
+
"（": 3915,
|
| 3920 |
+
"）": 3916,
|
| 3921 |
+
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|
| 3922 |
+
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|
| 3923 |
+
"６": 3919,
|
| 3924 |
+
"９": 3920,
|
| 3925 |
+
"：": 3921,
|
| 3926 |
+
"？": 3922,
|
| 3927 |
+
"～": 3923
|
| 3928 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,117 @@
|
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|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
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|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.1,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": false,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
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"mask_channel_selection": "static",
|
| 69 |
+
"mask_feature_length": 10,
|
| 70 |
+
"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
+
"mask_time_min_masks": 2,
|
| 74 |
+
"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
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"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 3925,
|
| 90 |
+
"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
1,
|
| 93 |
+
2,
|
| 94 |
+
3,
|
| 95 |
+
1,
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
+
"tdnn_dim": [
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
512,
|
| 103 |
+
1500
|
| 104 |
+
],
|
| 105 |
+
"tdnn_kernel": [
|
| 106 |
+
5,
|
| 107 |
+
3,
|
| 108 |
+
3,
|
| 109 |
+
1,
|
| 110 |
+
1
|
| 111 |
+
],
|
| 112 |
+
"torch_dtype": "float32",
|
| 113 |
+
"transformers_version": "4.34.1",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 3928,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 10.0,
|
| 3 |
+
"eval_cer": 0.44653878231859884,
|
| 4 |
+
"eval_loss": 2.1948180198669434,
|
| 5 |
+
"eval_runtime": 53.1977,
|
| 6 |
+
"eval_samples": 321,
|
| 7 |
+
"eval_samples_per_second": 6.034,
|
| 8 |
+
"eval_steps_per_second": 3.026
|
| 9 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a049923cbfce301915995519e2429e230c993cd84e166effe47cc47fa6808980
|
| 3 |
+
size 1278007146
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"3924": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"3925": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"3926": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3927": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 10.0,
|
| 3 |
+
"train_loss": 2.559117515977084,
|
| 4 |
+
"train_runtime": 35313.2078,
|
| 5 |
+
"train_samples": 26371,
|
| 6 |
+
"train_samples_per_second": 7.468,
|
| 7 |
+
"train_steps_per_second": 1.867
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,904 @@
|
|
|
|
|
|
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|
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|
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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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| 7 |
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| 8 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1930 |
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|
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|
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|
| 1933 |
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|
| 1934 |
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|
| 1935 |
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|
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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|
| 1940 |
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|
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|
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|
| 1944 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1977 |
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|
| 1978 |
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|
| 1979 |
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|
| 1980 |
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|
| 1981 |
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|
| 1982 |
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|
| 1983 |
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|
| 1984 |
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|
| 1985 |
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|
| 1986 |
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|
| 1987 |
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|
| 1988 |
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|
| 1989 |
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|
| 1990 |
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|
| 1991 |
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|
| 1992 |
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|
| 1993 |
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|
| 1994 |
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|
| 1995 |
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|
| 1996 |
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|
| 1997 |
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|
| 1998 |
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|
| 1999 |
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|
| 2000 |
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|
| 2001 |
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|
| 2002 |
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|
| 2003 |
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|
| 2004 |
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|
| 2005 |
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|
| 2006 |
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|
| 2007 |
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|
| 2008 |
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|
| 2009 |
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|
| 2010 |
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|
| 2011 |
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|
| 2012 |
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|
| 2013 |
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|
| 2014 |
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|
| 2015 |
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|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
| 2019 |
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|
| 2020 |
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|
| 2021 |
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|
| 2022 |
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|
| 2023 |
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|
| 2024 |
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|
| 2025 |
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|
| 2026 |
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|
| 2027 |
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| 2046 |
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"龟": 3901,
|
| 3906 |
+
"다": 3902,
|
| 3907 |
+
"른": 3903,
|
| 3908 |
+
"리": 3904,
|
| 3909 |
+
"만": 3905,
|
| 3910 |
+
"미": 3906,
|
| 3911 |
+
"발": 3907,
|
| 3912 |
+
"분": 3908,
|
| 3913 |
+
"시": 3909,
|
| 3914 |
+
"음": 3910,
|
| 3915 |
+
"자": 3911,
|
| 3916 |
+
"절": 3912,
|
| 3917 |
+
"화": 3913,
|
| 3918 |
+
"！": 3914,
|
| 3919 |
+
"（": 3915,
|
| 3920 |
+
"）": 3916,
|
| 3921 |
+
"，": 3917,
|
| 3922 |
+
"３": 3918,
|
| 3923 |
+
"６": 3919,
|
| 3924 |
+
"９": 3920,
|
| 3925 |
+
"：": 3921,
|
| 3926 |
+
"？": 3922,
|
| 3927 |
+
"～": 3923
|
| 3928 |
+
}
|