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Browse files- README.md +99 -0
- added_tokens.json +4 -0
- all_results.json +15 -0
- checkpoint-60000/added_tokens.json +4 -0
- checkpoint-60000/config.json +117 -0
- checkpoint-60000/optimizer.pt +3 -0
- checkpoint-60000/preprocessor_config.json +10 -0
- checkpoint-60000/pytorch_model.bin +3 -0
- checkpoint-60000/rng_state_0.pth +3 -0
- checkpoint-60000/rng_state_1.pth +3 -0
- checkpoint-60000/rng_state_2.pth +3 -0
- checkpoint-60000/rng_state_3.pth +3 -0
- checkpoint-60000/scheduler.pt +3 -0
- checkpoint-60000/special_tokens_map.json +30 -0
- checkpoint-60000/tokenizer_config.json +51 -0
- checkpoint-60000/trainer_state.json +1039 -0
- checkpoint-60000/training_args.bin +3 -0
- checkpoint-60000/vocab.json +1792 -0
- checkpoint-62000/added_tokens.json +4 -0
- checkpoint-62000/config.json +117 -0
- checkpoint-62000/optimizer.pt +3 -0
- checkpoint-62000/preprocessor_config.json +10 -0
- checkpoint-62000/pytorch_model.bin +3 -0
- checkpoint-62000/rng_state_0.pth +3 -0
- checkpoint-62000/rng_state_1.pth +3 -0
- checkpoint-62000/rng_state_2.pth +3 -0
- checkpoint-62000/rng_state_3.pth +3 -0
- checkpoint-62000/scheduler.pt +3 -0
- checkpoint-62000/special_tokens_map.json +30 -0
- checkpoint-62000/tokenizer_config.json +51 -0
- checkpoint-62000/trainer_state.json +1073 -0
- checkpoint-62000/training_args.bin +3 -0
- checkpoint-62000/vocab.json +1792 -0
- config.json +117 -0
- eval_results.json +10 -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 +1100 -0
- training_args.bin +3 -0
- vocab.json +1792 -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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metrics:
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- wer
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model-index:
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- name: ko-xlsr2
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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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# ko-xlsr2
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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: 0.4239
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- Cer: 0.1113
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- Wer: 0.3038
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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: 4
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- total_train_batch_size: 64
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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: 1000
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- num_epochs: 30
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Cer | Wer |
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| 60 |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|
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| 1.7721 | 0.94 | 2000 | 1.1368 | 0.2903 | 0.6589 |
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| 1.3501 | 1.89 | 4000 | 0.8561 | 0.2240 | 0.5451 |
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| 1.2133 | 2.83 | 6000 | 0.7505 | 0.2003 | 0.4974 |
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| 1.0981 | 3.77 | 8000 | 0.6768 | 0.1842 | 0.4686 |
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| 1.0375 | 4.72 | 10000 | 0.6413 | 0.1707 | 0.4404 |
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| 0.9927 | 5.66 | 12000 | 0.6106 | 0.1634 | 0.4246 |
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| 0.9439 | 6.6 | 14000 | 0.5999 | 0.1613 | 0.4159 |
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| 0.9059 | 7.55 | 16000 | 0.5740 | 0.1535 | 0.3985 |
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| 0.8772 | 8.49 | 18000 | 0.5569 | 0.1478 | 0.3954 |
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| 0.8483 | 9.43 | 20000 | 0.5407 | 0.1427 | 0.3784 |
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| 0.81 | 10.37 | 22000 | 0.5283 | 0.1415 | 0.3744 |
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| 0.793 | 11.32 | 24000 | 0.5179 | 0.1366 | 0.3663 |
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| 0.7577 | 12.26 | 26000 | 0.5059 | 0.1359 | 0.3595 |
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| 0.7379 | 13.2 | 28000 | 0.4969 | 0.1333 | 0.3532 |
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| 0.7328 | 14.15 | 30000 | 0.4908 | 0.1308 | 0.3475 |
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| 0.7119 | 15.09 | 32000 | 0.4887 | 0.1286 | 0.3478 |
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| 0.7572 | 16.03 | 34000 | 0.5170 | 0.1327 | 0.3577 |
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| 0.8198 | 16.98 | 36000 | 0.5839 | 0.1432 | 0.3825 |
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| 79 |
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| 0.8008 | 17.92 | 38000 | 0.5447 | 0.1376 | 0.3661 |
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| 0.759 | 18.86 | 40000 | 0.4998 | 0.1337 | 0.3534 |
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| 0.6907 | 19.81 | 42000 | 0.4710 | 0.1288 | 0.3412 |
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| 82 |
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| 0.659 | 20.75 | 44000 | 0.4578 | 0.1242 | 0.3325 |
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| 0.6345 | 21.69 | 46000 | 0.4531 | 0.1221 | 0.3257 |
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| 84 |
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| 0.6242 | 22.64 | 48000 | 0.4498 | 0.1209 | 0.3218 |
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| 0.6163 | 23.58 | 50000 | 0.4552 | 0.1194 | 0.3188 |
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| 86 |
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| 0.6121 | 24.52 | 52000 | 0.4633 | 0.1154 | 0.3137 |
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| 87 |
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| 0.6054 | 25.47 | 54000 | 0.4623 | 0.1176 | 0.3171 |
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| 0.591 | 26.41 | 56000 | 0.4413 | 0.1146 | 0.3116 |
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| 0.5713 | 27.35 | 58000 | 0.4338 | 0.1135 | 0.3093 |
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| 0.5703 | 28.3 | 60000 | 0.4280 | 0.1121 | 0.3061 |
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| 0.5576 | 29.24 | 62000 | 0.4248 | 0.1119 | 0.3047 |
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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 2.14.5
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- Tokenizers 0.14.1
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added_tokens.json
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{
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"</s>": 1791,
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"<s>": 1790
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}
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all_results.json
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{
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"epoch": 29.99,
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"eval_cer": 0.11131710849470199,
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| 4 |
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"eval_loss": 0.4239382743835449,
|
| 5 |
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"eval_runtime": 2675.296,
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| 6 |
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"eval_samples": 16914,
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| 7 |
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"eval_samples_per_second": 6.322,
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| 8 |
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"eval_steps_per_second": 0.395,
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| 9 |
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"eval_wer": 0.30376043574435696,
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| 10 |
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"train_loss": 0.9622837933354408,
|
| 11 |
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"train_runtime": 156348.4692,
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| 12 |
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"train_samples": 135710,
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| 13 |
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"train_samples_per_second": 26.04,
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| 14 |
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"train_steps_per_second": 0.407
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}
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checkpoint-60000/added_tokens.json
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{
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"</s>": 1791,
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"<s>": 1790
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}
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checkpoint-60000/config.json
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{
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"_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 |
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"apply_spec_augment": true,
|
| 9 |
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"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,
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| 21 |
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512,
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| 22 |
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512,
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| 23 |
+
512,
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| 24 |
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512,
|
| 25 |
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512
|
| 26 |
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],
|
| 27 |
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"conv_kernel": [
|
| 28 |
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10,
|
| 29 |
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3,
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| 30 |
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3,
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| 31 |
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3,
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| 32 |
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3,
|
| 33 |
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2,
|
| 34 |
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2
|
| 35 |
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],
|
| 36 |
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"conv_stride": [
|
| 37 |
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5,
|
| 38 |
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2,
|
| 39 |
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2,
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| 40 |
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2,
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| 41 |
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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": 0.1,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.1,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.1,
|
| 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": 0.1,
|
| 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 |
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"num_negatives": 100,
|
| 88 |
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"output_hidden_size": 1024,
|
| 89 |
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"pad_token_id": 1789,
|
| 90 |
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"proj_codevector_dim": 768,
|
| 91 |
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"tdnn_dilation": [
|
| 92 |
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1,
|
| 93 |
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2,
|
| 94 |
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3,
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| 95 |
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1,
|
| 96 |
+
1
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| 97 |
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],
|
| 98 |
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"tdnn_dim": [
|
| 99 |
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512,
|
| 100 |
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512,
|
| 101 |
+
512,
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| 102 |
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512,
|
| 103 |
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1500
|
| 104 |
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],
|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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}
|
checkpoint-60000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 2504854198
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checkpoint-60000/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
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|
| 1 |
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{
|
| 2 |
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"do_normalize": true,
|
| 3 |
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
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"feature_size": 1,
|
| 5 |
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"padding_side": "right",
|
| 6 |
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"padding_value": 0,
|
| 7 |
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"processor_class": "Wav2Vec2Processor",
|
| 8 |
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"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
checkpoint-60000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1269249578
|
checkpoint-60000/rng_state_0.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 15024
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checkpoint-60000/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 15024
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checkpoint-60000/rng_state_2.pth
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 15024
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checkpoint-60000/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 15024
|
checkpoint-60000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 1064
|
checkpoint-60000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
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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 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
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"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
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"eos_token": {
|
| 10 |
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"content": "</s>",
|
| 11 |
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|
| 12 |
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"normalized": true,
|
| 13 |
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"rstrip": false,
|
| 14 |
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|
| 15 |
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},
|
| 16 |
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"pad_token": {
|
| 17 |
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"content": "[PAD]",
|
| 18 |
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"lstrip": true,
|
| 19 |
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"normalized": false,
|
| 20 |
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"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
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"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-60000/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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|
|
| 1 |
+
{
|
| 2 |
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"added_tokens_decoder": {
|
| 3 |
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"1788": {
|
| 4 |
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"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1789": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1790": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1791": {
|
| 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 |
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"model_max_length": 1000000000000000019884624838656,
|
| 42 |
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"pad_token": "[PAD]",
|
| 43 |
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"processor_class": "Wav2Vec2Processor",
|
| 44 |
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"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-60000/trainer_state.json
ADDED
|
@@ -0,0 +1,1039 @@
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checkpoint-60000/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 4536
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checkpoint-60000/vocab.json
ADDED
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| 1 |
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| 2 |
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"0": 1,
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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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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 1460 |
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| 1462 |
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| 1463 |
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| 1464 |
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| 1465 |
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| 1466 |
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| 1467 |
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| 1468 |
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| 1469 |
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| 1471 |
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| 1472 |
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| 1473 |
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| 1474 |
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| 1475 |
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| 1476 |
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| 1477 |
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| 1478 |
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| 1479 |
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| 1480 |
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| 1481 |
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| 1482 |
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| 1483 |
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| 1484 |
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| 1485 |
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| 1486 |
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| 1487 |
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| 1488 |
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| 1489 |
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| 1490 |
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| 1491 |
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| 1492 |
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| 1493 |
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| 1494 |
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|
| 1495 |
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| 1496 |
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|
| 1497 |
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|
| 1498 |
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|
| 1499 |
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|
| 1500 |
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| 1501 |
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| 1502 |
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|
| 1503 |
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| 1504 |
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|
| 1505 |
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|
| 1506 |
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| 1507 |
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| 1508 |
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| 1509 |
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|
| 1510 |
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|
| 1511 |
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|
| 1512 |
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|
| 1513 |
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|
| 1514 |
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|
| 1515 |
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|
| 1516 |
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|
| 1517 |
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|
| 1518 |
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|
| 1519 |
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|
| 1520 |
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|
| 1521 |
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|
| 1522 |
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|
| 1523 |
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|
| 1524 |
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|
| 1525 |
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|
| 1526 |
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|
| 1527 |
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|
| 1528 |
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|
| 1529 |
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|
| 1530 |
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|
| 1531 |
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|
| 1532 |
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|
| 1533 |
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|
| 1534 |
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|
| 1535 |
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|
| 1536 |
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|
| 1537 |
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|
| 1538 |
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|
| 1539 |
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|
| 1540 |
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|
| 1541 |
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|
| 1542 |
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|
| 1543 |
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|
| 1544 |
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|
| 1545 |
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|
| 1546 |
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|
| 1547 |
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|
| 1548 |
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|
| 1549 |
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|
| 1550 |
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|
| 1551 |
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|
| 1552 |
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| 1553 |
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|
| 1554 |
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|
| 1555 |
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|
| 1556 |
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|
| 1557 |
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| 1558 |
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| 1559 |
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|
| 1560 |
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| 1561 |
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|
| 1562 |
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| 1563 |
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|
| 1564 |
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|
| 1565 |
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|
| 1566 |
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|
| 1567 |
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|
| 1568 |
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|
| 1569 |
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|
| 1570 |
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|
| 1571 |
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|
| 1572 |
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|
| 1573 |
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|
| 1574 |
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|
| 1575 |
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|
| 1576 |
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|
| 1577 |
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|
| 1578 |
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|
| 1579 |
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|
| 1580 |
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|
| 1581 |
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|
| 1582 |
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|
| 1583 |
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|
| 1584 |
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|
| 1585 |
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|
| 1586 |
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|
| 1587 |
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|
| 1588 |
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|
| 1589 |
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|
| 1590 |
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|
| 1591 |
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|
| 1592 |
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|
| 1593 |
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|
| 1594 |
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|
| 1595 |
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|
| 1596 |
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|
| 1597 |
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|
| 1598 |
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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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|
| 1604 |
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|
| 1605 |
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|
| 1606 |
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|
| 1607 |
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|
| 1608 |
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|
| 1609 |
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|
| 1610 |
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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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|
| 1618 |
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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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"패": 1621,
|
| 1626 |
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|
| 1627 |
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|
| 1628 |
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|
| 1629 |
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"팸": 1625,
|
| 1630 |
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"팻": 1626,
|
| 1631 |
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"팼": 1627,
|
| 1632 |
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"팽": 1628,
|
| 1633 |
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"퍼": 1629,
|
| 1634 |
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"퍽": 1630,
|
| 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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"펑": 1636,
|
| 1641 |
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"페": 1637,
|
| 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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"펫": 1642,
|
| 1647 |
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"펭": 1643,
|
| 1648 |
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"펴": 1644,
|
| 1649 |
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"편": 1645,
|
| 1650 |
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"펼": 1646,
|
| 1651 |
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"폄": 1647,
|
| 1652 |
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"폈": 1648,
|
| 1653 |
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"평": 1649,
|
| 1654 |
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"폐": 1650,
|
| 1655 |
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"포": 1651,
|
| 1656 |
+
"폭": 1652,
|
| 1657 |
+
"폰": 1653,
|
| 1658 |
+
"폴": 1654,
|
| 1659 |
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|
| 1660 |
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"폿": 1656,
|
| 1661 |
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"퐁": 1657,
|
| 1662 |
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|
| 1663 |
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"푯": 1659,
|
| 1664 |
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"푸": 1660,
|
| 1665 |
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|
| 1666 |
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"푼": 1662,
|
| 1667 |
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"풀": 1663,
|
| 1668 |
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"품": 1664,
|
| 1669 |
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"풋": 1665,
|
| 1670 |
+
"풍": 1666,
|
| 1671 |
+
"퓨": 1667,
|
| 1672 |
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"퓰": 1668,
|
| 1673 |
+
"프": 1669,
|
| 1674 |
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"픈": 1670,
|
| 1675 |
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"플": 1671,
|
| 1676 |
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"픔": 1672,
|
| 1677 |
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"픕": 1673,
|
| 1678 |
+
"픗": 1674,
|
| 1679 |
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"피": 1675,
|
| 1680 |
+
"픽": 1676,
|
| 1681 |
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"핀": 1677,
|
| 1682 |
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"필": 1678,
|
| 1683 |
+
"핌": 1679,
|
| 1684 |
+
"핍": 1680,
|
| 1685 |
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"핏": 1681,
|
| 1686 |
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"핑": 1682,
|
| 1687 |
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"하": 1683,
|
| 1688 |
+
"학": 1684,
|
| 1689 |
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"한": 1685,
|
| 1690 |
+
"할": 1686,
|
| 1691 |
+
"핡": 1687,
|
| 1692 |
+
"핥": 1688,
|
| 1693 |
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"핧": 1689,
|
| 1694 |
+
"함": 1690,
|
| 1695 |
+
"합": 1691,
|
| 1696 |
+
"핫": 1692,
|
| 1697 |
+
"핬": 1693,
|
| 1698 |
+
"항": 1694,
|
| 1699 |
+
"해": 1695,
|
| 1700 |
+
"핵": 1696,
|
| 1701 |
+
"핸": 1697,
|
| 1702 |
+
"핼": 1698,
|
| 1703 |
+
"햄": 1699,
|
| 1704 |
+
"햅": 1700,
|
| 1705 |
+
"햇": 1701,
|
| 1706 |
+
"했": 1702,
|
| 1707 |
+
"행": 1703,
|
| 1708 |
+
"햍": 1704,
|
| 1709 |
+
"햐": 1705,
|
| 1710 |
+
"햝": 1706,
|
| 1711 |
+
"향": 1707,
|
| 1712 |
+
"헀": 1708,
|
| 1713 |
+
"허": 1709,
|
| 1714 |
+
"헉": 1710,
|
| 1715 |
+
"헌": 1711,
|
| 1716 |
+
"헐": 1712,
|
| 1717 |
+
"험": 1713,
|
| 1718 |
+
"헛": 1714,
|
| 1719 |
+
"헝": 1715,
|
| 1720 |
+
"헤": 1716,
|
| 1721 |
+
"헥": 1717,
|
| 1722 |
+
"헨": 1718,
|
| 1723 |
+
"헬": 1719,
|
| 1724 |
+
"헷": 1720,
|
| 1725 |
+
"헹": 1721,
|
| 1726 |
+
"혀": 1722,
|
| 1727 |
+
"혁": 1723,
|
| 1728 |
+
"현": 1724,
|
| 1729 |
+
"혈": 1725,
|
| 1730 |
+
"혐": 1726,
|
| 1731 |
+
"협": 1727,
|
| 1732 |
+
"혓": 1728,
|
| 1733 |
+
"혔": 1729,
|
| 1734 |
+
"형": 1730,
|
| 1735 |
+
"혜": 1731,
|
| 1736 |
+
"호": 1732,
|
| 1737 |
+
"혹": 1733,
|
| 1738 |
+
"혼": 1734,
|
| 1739 |
+
"홀": 1735,
|
| 1740 |
+
"홈": 1736,
|
| 1741 |
+
"홉": 1737,
|
| 1742 |
+
"홋": 1738,
|
| 1743 |
+
"홍": 1739,
|
| 1744 |
+
"홑": 1740,
|
| 1745 |
+
"화": 1741,
|
| 1746 |
+
"확": 1742,
|
| 1747 |
+
"환": 1743,
|
| 1748 |
+
"활": 1744,
|
| 1749 |
+
"홧": 1745,
|
| 1750 |
+
"황": 1746,
|
| 1751 |
+
"홰": 1747,
|
| 1752 |
+
"회": 1748,
|
| 1753 |
+
"획": 1749,
|
| 1754 |
+
"횔": 1750,
|
| 1755 |
+
"횟": 1751,
|
| 1756 |
+
"횡": 1752,
|
| 1757 |
+
"효": 1753,
|
| 1758 |
+
"후": 1754,
|
| 1759 |
+
"훅": 1755,
|
| 1760 |
+
"훈": 1756,
|
| 1761 |
+
"훌": 1757,
|
| 1762 |
+
"훑": 1758,
|
| 1763 |
+
"훔": 1759,
|
| 1764 |
+
"훗": 1760,
|
| 1765 |
+
"훙": 1761,
|
| 1766 |
+
"훡": 1762,
|
| 1767 |
+
"훨": 1763,
|
| 1768 |
+
"훼": 1764,
|
| 1769 |
+
"휘": 1765,
|
| 1770 |
+
"휙": 1766,
|
| 1771 |
+
"휠": 1767,
|
| 1772 |
+
"휩": 1768,
|
| 1773 |
+
"휴": 1769,
|
| 1774 |
+
"흉": 1770,
|
| 1775 |
+
"흐": 1771,
|
| 1776 |
+
"흑": 1772,
|
| 1777 |
+
"흔": 1773,
|
| 1778 |
+
"흘": 1774,
|
| 1779 |
+
"흙": 1775,
|
| 1780 |
+
"흠": 1776,
|
| 1781 |
+
"흡": 1777,
|
| 1782 |
+
"흣": 1778,
|
| 1783 |
+
"흥": 1779,
|
| 1784 |
+
"흩": 1780,
|
| 1785 |
+
"희": 1781,
|
| 1786 |
+
"흰": 1782,
|
| 1787 |
+
"히": 1783,
|
| 1788 |
+
"힌": 1784,
|
| 1789 |
+
"힐": 1785,
|
| 1790 |
+
"힘": 1786,
|
| 1791 |
+
"힙": 1787
|
| 1792 |
+
}
|
checkpoint-62000/added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 1791,
|
| 3 |
+
"<s>": 1790
|
| 4 |
+
}
|
checkpoint-62000/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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|
|
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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 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
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| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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| 23 |
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|
| 24 |
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|
| 25 |
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| 26 |
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|
| 28 |
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|
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| 34 |
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| 35 |
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| 44 |
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|
| 46 |
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|
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|
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|
| 79 |
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|
| 80 |
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|
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|
| 84 |
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|
| 85 |
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| 86 |
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|
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 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": [
|
| 99 |
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| 100 |
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"tdnn_kernel": [
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| 111 |
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| 112 |
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"torch_dtype": "float32",
|
| 113 |
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|
| 115 |
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|
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|
| 117 |
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}
|
checkpoint-62000/optimizer.pt
ADDED
|
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 2504854198
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checkpoint-62000/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
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|
| 1 |
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{
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"do_normalize": true,
|
| 3 |
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
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"feature_size": 1,
|
| 5 |
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"padding_side": "right",
|
| 6 |
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"padding_value": 0,
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| 7 |
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"processor_class": "Wav2Vec2Processor",
|
| 8 |
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"return_attention_mask": true,
|
| 9 |
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"sampling_rate": 16000
|
| 10 |
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}
|
checkpoint-62000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 1269249578
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checkpoint-62000/rng_state_0.pth
ADDED
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@@ -0,0 +1,3 @@
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size 15024
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checkpoint-62000/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 15024
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checkpoint-62000/rng_state_2.pth
ADDED
|
@@ -0,0 +1,3 @@
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size 15088
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checkpoint-62000/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 15024
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checkpoint-62000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1064
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checkpoint-62000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"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 |
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"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
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"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
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|
| 19 |
+
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|
| 20 |
+
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|
| 21 |
+
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|
| 22 |
+
},
|
| 23 |
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"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
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"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-62000/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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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1788": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1789": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1790": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1791": {
|
| 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 |
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"pad_token": "[PAD]",
|
| 43 |
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"processor_class": "Wav2Vec2Processor",
|
| 44 |
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"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-62000/trainer_state.json
ADDED
|
@@ -0,0 +1,1073 @@
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|
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|
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|
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|
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| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
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|
| 1 |
+
{
|
| 2 |
+
"0": 1,
|
| 3 |
+
"1": 2,
|
| 4 |
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"2": 3,
|
| 5 |
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"3": 4,
|
| 6 |
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"4": 5,
|
| 7 |
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"5": 6,
|
| 8 |
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"6": 7,
|
| 9 |
+
"7": 8,
|
| 10 |
+
"8": 9,
|
| 11 |
+
"9": 10,
|
| 12 |
+
"=": 11,
|
| 13 |
+
"[PAD]": 1789,
|
| 14 |
+
"[UNK]": 1788,
|
| 15 |
+
"_": 12,
|
| 16 |
+
"a": 13,
|
| 17 |
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"b": 14,
|
| 18 |
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"c": 15,
|
| 19 |
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"d": 16,
|
| 20 |
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"e": 17,
|
| 21 |
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"f": 18,
|
| 22 |
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"g": 19,
|
| 23 |
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"h": 20,
|
| 24 |
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"i": 21,
|
| 25 |
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"j": 22,
|
| 26 |
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"k": 23,
|
| 27 |
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"l": 24,
|
| 28 |
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"m": 25,
|
| 29 |
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"n": 26,
|
| 30 |
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"o": 27,
|
| 31 |
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"p": 28,
|
| 32 |
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"q": 29,
|
| 33 |
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"r": 30,
|
| 34 |
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"s": 31,
|
| 35 |
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"t": 32,
|
| 36 |
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"u": 33,
|
| 37 |
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"v": 34,
|
| 38 |
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"w": 35,
|
| 39 |
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"x": 36,
|
| 40 |
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"y": 37,
|
| 41 |
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"z": 38,
|
| 42 |
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"|": 0,
|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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"㎛": 50,
|
| 55 |
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"가": 51,
|
| 56 |
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"각": 52,
|
| 57 |
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"간": 53,
|
| 58 |
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"갇": 54,
|
| 59 |
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"갈": 55,
|
| 60 |
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|
| 61 |
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"감": 57,
|
| 62 |
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|
| 63 |
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"값": 59,
|
| 64 |
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| 65 |
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"갔": 61,
|
| 66 |
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"강": 62,
|
| 67 |
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"갖": 63,
|
| 68 |
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"같": 64,
|
| 69 |
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"갚": 65,
|
| 70 |
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"갛": 66,
|
| 71 |
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"개": 67,
|
| 72 |
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"객": 68,
|
| 73 |
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"갠": 69,
|
| 74 |
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"갤": 70,
|
| 75 |
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"갬": 71,
|
| 76 |
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"갭": 72,
|
| 77 |
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"갯": 73,
|
| 78 |
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"갰": 74,
|
| 79 |
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"갱": 75,
|
| 80 |
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"갸": 76,
|
| 81 |
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|
| 82 |
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|
| 83 |
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"걔": 79,
|
| 84 |
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"걘": 80,
|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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"겁": 87,
|
| 92 |
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"것": 88,
|
| 93 |
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"겄": 89,
|
| 94 |
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"겅": 90,
|
| 95 |
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"겉": 91,
|
| 96 |
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"겊": 92,
|
| 97 |
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"겋": 93,
|
| 98 |
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"게": 94,
|
| 99 |
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"겍": 95,
|
| 100 |
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"겐": 96,
|
| 101 |
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"겔": 97,
|
| 102 |
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"겜": 98,
|
| 103 |
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"겟": 99,
|
| 104 |
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"겠": 100,
|
| 105 |
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"겨": 101,
|
| 106 |
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"격": 102,
|
| 107 |
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"겪": 103,
|
| 108 |
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"견": 104,
|
| 109 |
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"결": 105,
|
| 110 |
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"겸": 106,
|
| 111 |
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"겹": 107,
|
| 112 |
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"겼": 108,
|
| 113 |
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"경": 109,
|
| 114 |
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"곁": 110,
|
| 115 |
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"계": 111,
|
| 116 |
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"곗": 112,
|
| 117 |
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"곘": 113,
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| 118 |
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"고": 114,
|
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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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|
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|
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|
| 1790 |
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|
| 1791 |
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"힙": 1787
|
| 1792 |
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|
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": 0.1,
|
| 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": 0.1,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
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"gradient_checkpointing": false,
|
| 57 |
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"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.1,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
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"initializer_range": 0.02,
|
| 61 |
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"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.1,
|
| 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 |
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"mask_time_min_masks": 2,
|
| 74 |
+
"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.1,
|
| 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": 1789,
|
| 90 |
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"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": 1792,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 29.99,
|
| 3 |
+
"eval_cer": 0.11131710849470199,
|
| 4 |
+
"eval_loss": 0.4239382743835449,
|
| 5 |
+
"eval_runtime": 2675.296,
|
| 6 |
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"eval_samples": 16914,
|
| 7 |
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"eval_samples_per_second": 6.322,
|
| 8 |
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"eval_steps_per_second": 0.395,
|
| 9 |
+
"eval_wer": 0.30376043574435696
|
| 10 |
+
}
|
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
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| 2 |
+
oid sha256:f02144df03af73dedf4c1427aa768bfd0718e2a4d7f0a65c9d69477a6bd62815
|
| 3 |
+
size 1269249578
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"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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|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1788": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1789": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1790": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1791": {
|
| 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 @@
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|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 29.99,
|
| 3 |
+
"train_loss": 0.9622837933354408,
|
| 4 |
+
"train_runtime": 156348.4692,
|
| 5 |
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"train_samples": 135710,
|
| 6 |
+
"train_samples_per_second": 26.04,
|
| 7 |
+
"train_steps_per_second": 0.407
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1100 @@
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:9dffbeeea609cd56167ef7580a93c1e52573b1cb0b44833565d5736f74bf636b
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size 4536
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vocab.json
ADDED
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@@ -0,0 +1,1792 @@
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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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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 33 |
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| 1600 |
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| 1601 |
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| 1602 |
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| 1603 |
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| 1604 |
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| 1605 |
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| 1606 |
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| 1607 |
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| 1608 |
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| 1609 |
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| 1610 |
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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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| 1618 |
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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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| 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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| 1637 |
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| 1639 |
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| 1640 |
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| 1641 |
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| 1642 |
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| 1646 |
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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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| 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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| 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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| 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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| 1682 |
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| 1683 |
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| 1684 |
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| 1685 |
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| 1686 |
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| 1687 |
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| 1688 |
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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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"효": 1753,
|
| 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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"휴": 1769,
|
| 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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|
| 1783 |
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|
| 1784 |
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|
| 1785 |
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|
| 1786 |
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|
| 1787 |
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"히": 1783,
|
| 1788 |
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|
| 1789 |
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|
| 1790 |
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|
| 1791 |
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|
| 1792 |
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}
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