Upload folder using huggingface_hub
Browse files- README.md +60 -0
- added_tokens.json +4 -0
- all_results.json +8 -0
- checkpoint-64550/added_tokens.json +4 -0
- checkpoint-64550/config.json +117 -0
- checkpoint-64550/optimizer.pt +3 -0
- checkpoint-64550/preprocessor_config.json +10 -0
- checkpoint-64550/pytorch_model.bin +3 -0
- checkpoint-64550/rng_state_0.pth +3 -0
- checkpoint-64550/rng_state_1.pth +3 -0
- checkpoint-64550/rng_state_2.pth +3 -0
- checkpoint-64550/rng_state_3.pth +3 -0
- checkpoint-64550/scheduler.pt +3 -0
- checkpoint-64550/special_tokens_map.json +30 -0
- checkpoint-64550/tokenizer_config.json +51 -0
- checkpoint-64550/trainer_state.json +793 -0
- checkpoint-64550/training_args.bin +3 -0
- checkpoint-64550/vocab.json +1922 -0
- config.json +117 -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 +802 -0
- training_args.bin +3 -0
- vocab.json +1922 -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: koja_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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# koja_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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## 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: 4
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 32
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- total_eval_batch_size: 16
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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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### 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>": 1921,
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"<s>": 1920
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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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"train_loss": 0.7716339270593952,
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"train_runtime": 45884.6476,
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"train_samples": 206569,
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"train_samples_per_second": 45.019,
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"train_steps_per_second": 1.407
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}
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checkpoint-64550/added_tokens.json
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{
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"</s>": 1921,
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"<s>": 1920
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}
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checkpoint-64550/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": 0.05,
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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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| 46 |
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"ctc_zero_infinity": false,
|
| 47 |
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"diversity_loss_weight": 0.1,
|
| 48 |
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"do_stable_layer_norm": true,
|
| 49 |
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"eos_token_id": 2,
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| 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,
|
| 73 |
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"mask_time_min_masks": 2,
|
| 74 |
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"mask_time_min_space": 1,
|
| 75 |
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"mask_time_other": 0.0,
|
| 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 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"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 |
+
"num_negatives": 100,
|
| 88 |
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"output_hidden_size": 1024,
|
| 89 |
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"pad_token_id": 1919,
|
| 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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|
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| 95 |
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],
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"tdnn_dim": [
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| 100 |
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| 101 |
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"tdnn_kernel": [
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],
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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": 1922,
|
| 116 |
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"xvector_output_dim": 512
|
| 117 |
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}
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checkpoint-64550/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 2505920182
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checkpoint-64550/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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| 5 |
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"padding_side": "right",
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| 6 |
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"padding_value": 0,
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"processor_class": "Wav2Vec2Processor",
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| 8 |
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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checkpoint-64550/pytorch_model.bin
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size 1269782570
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checkpoint-64550/rng_state_0.pth
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size 14960
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checkpoint-64550/rng_state_1.pth
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checkpoint-64550/rng_state_2.pth
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checkpoint-64550/scheduler.pt
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size 1064
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checkpoint-64550/special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"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-64550/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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1918": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1919": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1920": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1921": {
|
| 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-64550/trainer_state.json
ADDED
|
@@ -0,0 +1,793 @@
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| 786 |
+
"logging_steps": 500,
|
| 787 |
+
"max_steps": 64550,
|
| 788 |
+
"num_train_epochs": 10,
|
| 789 |
+
"save_steps": 500,
|
| 790 |
+
"total_flos": 2.6998692478577122e+20,
|
| 791 |
+
"trial_name": null,
|
| 792 |
+
"trial_params": null
|
| 793 |
+
}
|
checkpoint-64550/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
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|
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|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8eb4cc7c4348f76132f07e40828679d244b4d7cf9c16f1476625cbdfd4c1ba57
|
| 3 |
+
size 4536
|
checkpoint-64550/vocab.json
ADDED
|
@@ -0,0 +1,1922 @@
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| 1 |
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| 1521 |
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| 1523 |
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| 1565 |
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| 1566 |
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| 1567 |
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| 1571 |
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| 1572 |
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| 1589 |
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| 1597 |
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| 1599 |
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| 1600 |
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| 1601 |
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| 1602 |
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| 1603 |
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| 1611 |
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| 1612 |
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| 1613 |
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| 1614 |
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| 1615 |
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| 1616 |
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| 1617 |
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| 1619 |
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| 1620 |
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| 1621 |
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| 1622 |
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| 1623 |
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| 1624 |
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| 1625 |
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| 1626 |
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| 1627 |
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| 1628 |
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| 1629 |
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| 1630 |
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| 1631 |
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| 1632 |
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| 1633 |
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| 1634 |
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| 1635 |
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| 1636 |
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| 1637 |
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| 1638 |
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| 1639 |
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| 1640 |
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| 1641 |
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| 1642 |
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| 1643 |
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| 1644 |
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| 1645 |
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| 1646 |
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| 1647 |
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| 1648 |
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| 1649 |
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| 1650 |
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| 1651 |
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| 1652 |
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|
| 1653 |
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| 1654 |
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|
| 1655 |
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|
| 1656 |
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| 1657 |
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|
| 1658 |
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| 1659 |
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| 1660 |
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| 1661 |
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| 1662 |
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| 1663 |
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| 1664 |
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| 1665 |
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| 1666 |
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| 1667 |
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| 1668 |
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| 1669 |
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| 1670 |
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| 1671 |
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| 1672 |
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"��": 1668,
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| 1673 |
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| 1674 |
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| 1675 |
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| 1676 |
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| 1677 |
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| 1678 |
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| 1679 |
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| 1680 |
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| 1681 |
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| 1683 |
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| 1687 |
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| 1689 |
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| 1690 |
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| 1691 |
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| 1692 |
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| 1693 |
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| 1694 |
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|
| 1695 |
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|
| 1696 |
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| 1697 |
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|
| 1698 |
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|
| 1699 |
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|
| 1700 |
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|
| 1701 |
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|
| 1702 |
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|
| 1703 |
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| 1704 |
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|
| 1705 |
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|
| 1706 |
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|
| 1707 |
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|
| 1708 |
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|
| 1709 |
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|
| 1710 |
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|
| 1711 |
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|
| 1712 |
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|
| 1713 |
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|
| 1714 |
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|
| 1715 |
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|
| 1716 |
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|
| 1717 |
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|
| 1718 |
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|
| 1719 |
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|
| 1720 |
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|
| 1721 |
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|
| 1722 |
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|
| 1723 |
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|
| 1724 |
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|
| 1725 |
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|
| 1726 |
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|
| 1727 |
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|
| 1728 |
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|
| 1729 |
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|
| 1730 |
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|
| 1731 |
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|
| 1732 |
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|
| 1733 |
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|
| 1734 |
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|
| 1735 |
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|
| 1736 |
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|
| 1737 |
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|
| 1738 |
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|
| 1739 |
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|
| 1740 |
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|
| 1741 |
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|
| 1742 |
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|
| 1743 |
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|
| 1744 |
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|
| 1745 |
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|
| 1746 |
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|
| 1747 |
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|
| 1748 |
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|
| 1749 |
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|
| 1750 |
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|
| 1751 |
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|
| 1752 |
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|
| 1753 |
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|
| 1754 |
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|
| 1755 |
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|
| 1756 |
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|
| 1757 |
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|
| 1758 |
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|
| 1759 |
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|
| 1760 |
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|
| 1761 |
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|
| 1762 |
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|
| 1763 |
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|
| 1764 |
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|
| 1765 |
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|
| 1766 |
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|
| 1767 |
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|
| 1768 |
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|
| 1769 |
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|
| 1770 |
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|
| 1771 |
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|
| 1772 |
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"펼": 1768,
|
| 1773 |
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"폄": 1769,
|
| 1774 |
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"폈": 1770,
|
| 1775 |
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"평": 1771,
|
| 1776 |
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"폐": 1772,
|
| 1777 |
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"포": 1773,
|
| 1778 |
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"폭": 1774,
|
| 1779 |
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"폰": 1775,
|
| 1780 |
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"폴": 1776,
|
| 1781 |
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"폼": 1777,
|
| 1782 |
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"폽": 1778,
|
| 1783 |
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"폿": 1779,
|
| 1784 |
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"퐁": 1780,
|
| 1785 |
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"퐉": 1781,
|
| 1786 |
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"표": 1782,
|
| 1787 |
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"푠": 1783,
|
| 1788 |
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"푯": 1784,
|
| 1789 |
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"푸": 1785,
|
| 1790 |
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"푹": 1786,
|
| 1791 |
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"푼": 1787,
|
| 1792 |
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"풀": 1788,
|
| 1793 |
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"풂": 1789,
|
| 1794 |
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"품": 1790,
|
| 1795 |
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"풉": 1791,
|
| 1796 |
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"풋": 1792,
|
| 1797 |
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"풍": 1793,
|
| 1798 |
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"퓌": 1794,
|
| 1799 |
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"퓨": 1795,
|
| 1800 |
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"퓰": 1796,
|
| 1801 |
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"퓸": 1797,
|
| 1802 |
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"프": 1798,
|
| 1803 |
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"픈": 1799,
|
| 1804 |
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"플": 1800,
|
| 1805 |
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"픔": 1801,
|
| 1806 |
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"픕": 1802,
|
| 1807 |
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"피": 1803,
|
| 1808 |
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"픽": 1804,
|
| 1809 |
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"핀": 1805,
|
| 1810 |
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"필": 1806,
|
| 1811 |
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"핌": 1807,
|
| 1812 |
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"핍": 1808,
|
| 1813 |
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"핏": 1809,
|
| 1814 |
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"핑": 1810,
|
| 1815 |
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"하": 1811,
|
| 1816 |
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"학": 1812,
|
| 1817 |
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"한": 1813,
|
| 1818 |
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"할": 1814,
|
| 1819 |
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"핥": 1815,
|
| 1820 |
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"핧": 1816,
|
| 1821 |
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"함": 1817,
|
| 1822 |
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"합": 1818,
|
| 1823 |
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"핫": 1819,
|
| 1824 |
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"핬": 1820,
|
| 1825 |
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"항": 1821,
|
| 1826 |
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"해": 1822,
|
| 1827 |
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"핵": 1823,
|
| 1828 |
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"핸": 1824,
|
| 1829 |
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"핼": 1825,
|
| 1830 |
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"햄": 1826,
|
| 1831 |
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"햅": 1827,
|
| 1832 |
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"햇": 1828,
|
| 1833 |
+
"했": 1829,
|
| 1834 |
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"행": 1830,
|
| 1835 |
+
"햐": 1831,
|
| 1836 |
+
"향": 1832,
|
| 1837 |
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"허": 1833,
|
| 1838 |
+
"헉": 1834,
|
| 1839 |
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"헌": 1835,
|
| 1840 |
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"헐": 1836,
|
| 1841 |
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"험": 1837,
|
| 1842 |
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"헙": 1838,
|
| 1843 |
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"헛": 1839,
|
| 1844 |
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"헝": 1840,
|
| 1845 |
+
"헤": 1841,
|
| 1846 |
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"헨": 1842,
|
| 1847 |
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|
| 1848 |
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|
| 1849 |
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"헸": 1845,
|
| 1850 |
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"헹": 1846,
|
| 1851 |
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"혀": 1847,
|
| 1852 |
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"혁": 1848,
|
| 1853 |
+
"현": 1849,
|
| 1854 |
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"혈": 1850,
|
| 1855 |
+
"혐": 1851,
|
| 1856 |
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"협": 1852,
|
| 1857 |
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"혓": 1853,
|
| 1858 |
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"혔": 1854,
|
| 1859 |
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"형": 1855,
|
| 1860 |
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"혜": 1856,
|
| 1861 |
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"호": 1857,
|
| 1862 |
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|
| 1863 |
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|
| 1864 |
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"홀": 1860,
|
| 1865 |
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"홈": 1861,
|
| 1866 |
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|
| 1867 |
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|
| 1868 |
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|
| 1869 |
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|
| 1870 |
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|
| 1871 |
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"환": 1867,
|
| 1872 |
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"활": 1868,
|
| 1873 |
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|
| 1874 |
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"황": 1870,
|
| 1875 |
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|
| 1876 |
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|
| 1877 |
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|
| 1878 |
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"횝": 1874,
|
| 1879 |
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|
| 1880 |
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"횡": 1876,
|
| 1881 |
+
"효": 1877,
|
| 1882 |
+
"후": 1878,
|
| 1883 |
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"훅": 1879,
|
| 1884 |
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|
| 1885 |
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"훌": 1881,
|
| 1886 |
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"훑": 1882,
|
| 1887 |
+
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|
| 1888 |
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"훔": 1884,
|
| 1889 |
+
"훗": 1885,
|
| 1890 |
+
"훙": 1886,
|
| 1891 |
+
"훠": 1887,
|
| 1892 |
+
"훤": 1888,
|
| 1893 |
+
"훨": 1889,
|
| 1894 |
+
"훼": 1890,
|
| 1895 |
+
"휑": 1891,
|
| 1896 |
+
"휘": 1892,
|
| 1897 |
+
"휙": 1893,
|
| 1898 |
+
"휜": 1894,
|
| 1899 |
+
"휠": 1895,
|
| 1900 |
+
"휩": 1896,
|
| 1901 |
+
"휴": 1897,
|
| 1902 |
+
"휼": 1898,
|
| 1903 |
+
"흉": 1899,
|
| 1904 |
+
"흐": 1900,
|
| 1905 |
+
"흑": 1901,
|
| 1906 |
+
"흔": 1902,
|
| 1907 |
+
"흘": 1903,
|
| 1908 |
+
"흙": 1904,
|
| 1909 |
+
"흠": 1905,
|
| 1910 |
+
"흡": 1906,
|
| 1911 |
+
"흣": 1907,
|
| 1912 |
+
"흥": 1908,
|
| 1913 |
+
"흩": 1909,
|
| 1914 |
+
"희": 1910,
|
| 1915 |
+
"흰": 1911,
|
| 1916 |
+
"히": 1912,
|
| 1917 |
+
"힌": 1913,
|
| 1918 |
+
"힐": 1914,
|
| 1919 |
+
"힘": 1915,
|
| 1920 |
+
"힙": 1916,
|
| 1921 |
+
"힝": 1917
|
| 1922 |
+
}
|
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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": 0.05,
|
| 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 |
+
"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 |
+
"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": 1919,
|
| 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": 1922,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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:ddd75ed7398fad33a1ebba03727fda19135ccea7e9054911f209df14ea9e370f
|
| 3 |
+
size 1269782570
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
"1918": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1919": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1920": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1921": {
|
| 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": 0.7716339270593952,
|
| 4 |
+
"train_runtime": 45884.6476,
|
| 5 |
+
"train_samples": 206569,
|
| 6 |
+
"train_samples_per_second": 45.019,
|
| 7 |
+
"train_steps_per_second": 1.407
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,802 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"\"": 1,
|
| 3 |
+
"$": 2,
|
| 4 |
+
"&": 3,
|
| 5 |
+
"0": 4,
|
| 6 |
+
"1": 5,
|
| 7 |
+
"2": 6,
|
| 8 |
+
"3": 7,
|
| 9 |
+
"4": 8,
|
| 10 |
+
"5": 9,
|
| 11 |
+
"6": 10,
|
| 12 |
+
"7": 11,
|
| 13 |
+
"8": 12,
|
| 14 |
+
"9": 13,
|
| 15 |
+
"=": 14,
|
| 16 |
+
"[PAD]": 1919,
|
| 17 |
+
"[UNK]": 1918,
|
| 18 |
+
"\\": 15,
|
| 19 |
+
"^": 16,
|
| 20 |
+
"|": 0,
|
| 21 |
+
"°": 17,
|
| 22 |
+
"²": 18,
|
| 23 |
+
"³": 19,
|
| 24 |
+
"¹": 20,
|
| 25 |
+
"×": 21,
|
| 26 |
+
"α": 22,
|
| 27 |
+
"θ": 23,
|
| 28 |
+
"μ": 24,
|
| 29 |
+
"π": 25,
|
| 30 |
+
"ω": 26,
|
| 31 |
+
"": 27,
|
| 32 |
+
"–": 28,
|
| 33 |
+
"ⁿ": 29,
|
| 34 |
+
"−": 30,
|
| 35 |
+
"√": 31,
|
| 36 |
+
"う": 32,
|
| 37 |
+
"し": 33,
|
| 38 |
+
"ぶ": 34,
|
| 39 |
+
"ょ": 35,
|
| 40 |
+
"ㄱ": 36,
|
| 41 |
+
"ㄴ": 37,
|
| 42 |
+
"ㄷ": 38,
|
| 43 |
+
"ㄹ": 39,
|
| 44 |
+
"ㅁ": 40,
|
| 45 |
+
"ㅂ": 41,
|
| 46 |
+
"ㅅ": 42,
|
| 47 |
+
"ㅇ": 43,
|
| 48 |
+
"ㅈ": 44,
|
| 49 |
+
"ㅋ": 45,
|
| 50 |
+
"ㅎ": 46,
|
| 51 |
+
"ㅜ": 47,
|
| 52 |
+
"ㅠ": 48,
|
| 53 |
+
"ㅡ": 49,
|
| 54 |
+
"㎡": 50,
|
| 55 |
+
"가": 51,
|
| 56 |
+
"각": 52,
|
| 57 |
+
"간": 53,
|
| 58 |
+
"갇": 54,
|
| 59 |
+
"갈": 55,
|
| 60 |
+
"갉": 56,
|
| 61 |
+
"감": 57,
|
| 62 |
+
"갑": 58,
|
| 63 |
+
"값": 59,
|
| 64 |
+
"갓": 60,
|
| 65 |
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| 1646 |
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| 1647 |
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| 1648 |
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| 1715 |
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| 1716 |
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| 1717 |
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| 1718 |
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| 1720 |
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| 1721 |
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| 1722 |
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| 1723 |
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| 1724 |
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| 1725 |
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| 1726 |
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| 1727 |
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| 1728 |
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| 1729 |
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| 1730 |
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| 1731 |
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| 1732 |
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| 1733 |
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| 1734 |
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| 1735 |
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| 1736 |
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| 1737 |
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| 1738 |
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| 1739 |
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| 1740 |
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| 1741 |
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|
| 1742 |
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| 1743 |
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| 1744 |
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| 1745 |
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|
| 1746 |
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| 1747 |
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| 1748 |
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| 1749 |
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| 1750 |
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|
| 1751 |
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|
| 1752 |
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|
| 1753 |
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|
| 1754 |
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|
| 1755 |
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|
| 1756 |
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|
| 1757 |
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|
| 1758 |
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|
| 1759 |
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| 1760 |
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|
| 1761 |
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|
| 1762 |
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|
| 1763 |
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|
| 1764 |
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|
| 1765 |
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|
| 1766 |
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|
| 1767 |
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|
| 1768 |
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|
| 1769 |
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|
| 1770 |
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|
| 1771 |
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|
| 1772 |
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|
| 1773 |
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|
| 1774 |
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|
| 1775 |
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|
| 1776 |
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|
| 1777 |
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|
| 1778 |
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|
| 1779 |
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|
| 1780 |
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|
| 1781 |
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|
| 1782 |
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"폽": 1778,
|
| 1783 |
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|
| 1784 |
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"퐁": 1780,
|
| 1785 |
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|
| 1786 |
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"표": 1782,
|
| 1787 |
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"푠": 1783,
|
| 1788 |
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"푯": 1784,
|
| 1789 |
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|
| 1790 |
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|
| 1791 |
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|
| 1792 |
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"풀": 1788,
|
| 1793 |
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"풂": 1789,
|
| 1794 |
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|
| 1795 |
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"풉": 1791,
|
| 1796 |
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"풋": 1792,
|
| 1797 |
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|
| 1798 |
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"퓌": 1794,
|
| 1799 |
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"퓨": 1795,
|
| 1800 |
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"퓰": 1796,
|
| 1801 |
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"퓸": 1797,
|
| 1802 |
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"프": 1798,
|
| 1803 |
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"픈": 1799,
|
| 1804 |
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"플": 1800,
|
| 1805 |
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"픔": 1801,
|
| 1806 |
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"픕": 1802,
|
| 1807 |
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"피": 1803,
|
| 1808 |
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"픽": 1804,
|
| 1809 |
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"핀": 1805,
|
| 1810 |
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"필": 1806,
|
| 1811 |
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"핌": 1807,
|
| 1812 |
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"핍": 1808,
|
| 1813 |
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"핏": 1809,
|
| 1814 |
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"핑": 1810,
|
| 1815 |
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"하": 1811,
|
| 1816 |
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"학": 1812,
|
| 1817 |
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"한": 1813,
|
| 1818 |
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"할": 1814,
|
| 1819 |
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"핥": 1815,
|
| 1820 |
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"핧": 1816,
|
| 1821 |
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"함": 1817,
|
| 1822 |
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"합": 1818,
|
| 1823 |
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"핫": 1819,
|
| 1824 |
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"핬": 1820,
|
| 1825 |
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"항": 1821,
|
| 1826 |
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"해": 1822,
|
| 1827 |
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"핵": 1823,
|
| 1828 |
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"핸": 1824,
|
| 1829 |
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"핼": 1825,
|
| 1830 |
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"햄": 1826,
|
| 1831 |
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"햅": 1827,
|
| 1832 |
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"햇": 1828,
|
| 1833 |
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"했": 1829,
|
| 1834 |
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"행": 1830,
|
| 1835 |
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"햐": 1831,
|
| 1836 |
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"향": 1832,
|
| 1837 |
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"허": 1833,
|
| 1838 |
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"헉": 1834,
|
| 1839 |
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"헌": 1835,
|
| 1840 |
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"헐": 1836,
|
| 1841 |
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"험": 1837,
|
| 1842 |
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"헙": 1838,
|
| 1843 |
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"헛": 1839,
|
| 1844 |
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"헝": 1840,
|
| 1845 |
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"헤": 1841,
|
| 1846 |
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"헨": 1842,
|
| 1847 |
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|
| 1848 |
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|
| 1849 |
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|
| 1850 |
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|
| 1851 |
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"혀": 1847,
|
| 1852 |
+
"혁": 1848,
|
| 1853 |
+
"현": 1849,
|
| 1854 |
+
"혈": 1850,
|
| 1855 |
+
"혐": 1851,
|
| 1856 |
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"협": 1852,
|
| 1857 |
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"혓": 1853,
|
| 1858 |
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"혔": 1854,
|
| 1859 |
+
"형": 1855,
|
| 1860 |
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"혜": 1856,
|
| 1861 |
+
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|
| 1862 |
+
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|
| 1863 |
+
"혼": 1859,
|
| 1864 |
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"홀": 1860,
|
| 1865 |
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"홈": 1861,
|
| 1866 |
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|
| 1867 |
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"홋": 1863,
|
| 1868 |
+
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|
| 1869 |
+
"화": 1865,
|
| 1870 |
+
"확": 1866,
|
| 1871 |
+
"환": 1867,
|
| 1872 |
+
"활": 1868,
|
| 1873 |
+
"홥": 1869,
|
| 1874 |
+
"황": 1870,
|
| 1875 |
+
"횃": 1871,
|
| 1876 |
+
"회": 1872,
|
| 1877 |
+
"획": 1873,
|
| 1878 |
+
"횝": 1874,
|
| 1879 |
+
"횟": 1875,
|
| 1880 |
+
"횡": 1876,
|
| 1881 |
+
"효": 1877,
|
| 1882 |
+
"후": 1878,
|
| 1883 |
+
"훅": 1879,
|
| 1884 |
+
"훈": 1880,
|
| 1885 |
+
"훌": 1881,
|
| 1886 |
+
"훑": 1882,
|
| 1887 |
+
"훓": 1883,
|
| 1888 |
+
"훔": 1884,
|
| 1889 |
+
"훗": 1885,
|
| 1890 |
+
"훙": 1886,
|
| 1891 |
+
"훠": 1887,
|
| 1892 |
+
"훤": 1888,
|
| 1893 |
+
"훨": 1889,
|
| 1894 |
+
"훼": 1890,
|
| 1895 |
+
"휑": 1891,
|
| 1896 |
+
"휘": 1892,
|
| 1897 |
+
"휙": 1893,
|
| 1898 |
+
"휜": 1894,
|
| 1899 |
+
"휠": 1895,
|
| 1900 |
+
"휩": 1896,
|
| 1901 |
+
"휴": 1897,
|
| 1902 |
+
"휼": 1898,
|
| 1903 |
+
"흉": 1899,
|
| 1904 |
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"흐": 1900,
|
| 1905 |
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"흑": 1901,
|
| 1906 |
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"흔": 1902,
|
| 1907 |
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"흘": 1903,
|
| 1908 |
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"흙": 1904,
|
| 1909 |
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"흠": 1905,
|
| 1910 |
+
"흡": 1906,
|
| 1911 |
+
"흣": 1907,
|
| 1912 |
+
"흥": 1908,
|
| 1913 |
+
"흩": 1909,
|
| 1914 |
+
"희": 1910,
|
| 1915 |
+
"흰": 1911,
|
| 1916 |
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"히": 1912,
|
| 1917 |
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"힌": 1913,
|
| 1918 |
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"힐": 1914,
|
| 1919 |
+
"힘": 1915,
|
| 1920 |
+
"힙": 1916,
|
| 1921 |
+
"힝": 1917
|
| 1922 |
+
}
|