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- README.md +60 -0
- added_tokens.json +4 -0
- all_results.json +8 -0
- checkpoint-1124480/added_tokens.json +4 -0
- checkpoint-1124480/config.json +117 -0
- checkpoint-1124480/model.safetensors +3 -0
- checkpoint-1124480/optimizer.pt +3 -0
- checkpoint-1124480/preprocessor_config.json +10 -0
- checkpoint-1124480/rng_state_0.pth +3 -0
- checkpoint-1124480/rng_state_1.pth +3 -0
- checkpoint-1124480/rng_state_2.pth +3 -0
- checkpoint-1124480/rng_state_3.pth +3 -0
- checkpoint-1124480/scheduler.pt +3 -0
- checkpoint-1124480/special_tokens_map.json +30 -0
- checkpoint-1124480/tokenizer_config.json +51 -0
- checkpoint-1124480/trainer_state.json +2263 -0
- checkpoint-1124480/training_args.bin +3 -0
- checkpoint-1124480/vocab.json +2253 -0
- checkpoint-1164640/added_tokens.json +4 -0
- checkpoint-1164640/config.json +117 -0
- checkpoint-1164640/model.safetensors +3 -0
- checkpoint-1164640/optimizer.pt +3 -0
- checkpoint-1164640/preprocessor_config.json +10 -0
- checkpoint-1164640/rng_state_0.pth +3 -0
- checkpoint-1164640/rng_state_1.pth +3 -0
- checkpoint-1164640/rng_state_2.pth +3 -0
- checkpoint-1164640/rng_state_3.pth +3 -0
- checkpoint-1164640/scheduler.pt +3 -0
- checkpoint-1164640/special_tokens_map.json +30 -0
- checkpoint-1164640/tokenizer_config.json +51 -0
- checkpoint-1164640/trainer_state.json +2347 -0
- checkpoint-1164640/training_args.bin +3 -0
- checkpoint-1164640/vocab.json +2253 -0
- checkpoint-1204800/added_tokens.json +4 -0
- checkpoint-1204800/config.json +117 -0
- checkpoint-1204800/model.safetensors +3 -0
- checkpoint-1204800/optimizer.pt +3 -0
- checkpoint-1204800/preprocessor_config.json +10 -0
- checkpoint-1204800/rng_state_0.pth +3 -0
- checkpoint-1204800/rng_state_1.pth +3 -0
- checkpoint-1204800/rng_state_2.pth +3 -0
- checkpoint-1204800/rng_state_3.pth +3 -0
- checkpoint-1204800/scheduler.pt +3 -0
- checkpoint-1204800/special_tokens_map.json +30 -0
- checkpoint-1204800/tokenizer_config.json +51 -0
- checkpoint-1204800/trainer_state.json +2425 -0
- checkpoint-1204800/training_args.bin +3 -0
- checkpoint-1204800/vocab.json +2253 -0
- config.json +117 -0
- model.safetensors +3 -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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- ./train_dataset.py
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- generated_from_trainer
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model-index:
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- name: kozh_xlsr_100p_run1
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# kozh_xlsr_100p_run1
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This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the ./TRAIN_DATASET.PY - NA dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0003
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- train_batch_size: 2
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 16
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- total_eval_batch_size: 32
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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_ratio: 0.01
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- num_epochs: 30
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### Training results
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.1+cu121
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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added_tokens.json
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{
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"</s>": 2252,
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"<s>": 2251
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}
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all_results.json
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{
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"epoch": 30.0,
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"train_loss": 0.5678151446034709,
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"train_runtime": 679738.019,
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"train_samples": 642553,
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"train_samples_per_second": 28.359,
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"train_steps_per_second": 1.772
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}
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checkpoint-1124480/added_tokens.json
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{
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"</s>": 2252,
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"<s>": 2251
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}
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checkpoint-1124480/config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
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| 6 |
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"adapter_stride": 2,
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| 7 |
+
"add_adapter": false,
|
| 8 |
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"apply_spec_augment": true,
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+
"architectures": [
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"Wav2Vec2ForCTC"
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| 11 |
+
],
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| 12 |
+
"attention_dropout": 0.05,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
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"conv_dim": [
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512,
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+
512,
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+
512,
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+
512,
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| 23 |
+
512,
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512,
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512
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| 26 |
+
],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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| 34 |
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2
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],
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| 36 |
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"conv_stride": [
|
| 37 |
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5,
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| 38 |
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2,
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| 39 |
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2,
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2,
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2,
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2,
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+
2
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+
],
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| 45 |
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"ctc_loss_reduction": "mean",
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| 46 |
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"ctc_zero_infinity": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
+
"mask_channel_selection": "static",
|
| 69 |
+
"mask_feature_length": 10,
|
| 70 |
+
"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
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"mask_time_min_masks": 2,
|
| 74 |
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"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 2250,
|
| 90 |
+
"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
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|
| 93 |
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| 94 |
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| 95 |
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],
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"tdnn_dim": [
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| 99 |
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| 100 |
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| 101 |
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"tdnn_kernel": [
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| 106 |
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| 111 |
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],
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| 112 |
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"torch_dtype": "float32",
|
| 113 |
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"transformers_version": "4.35.2",
|
| 114 |
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"use_weighted_layer_sum": false,
|
| 115 |
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"vocab_size": 2253,
|
| 116 |
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"xvector_output_dim": 512
|
| 117 |
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}
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checkpoint-1124480/model.safetensors
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checkpoint-1124480/optimizer.pt
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checkpoint-1124480/preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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| 4 |
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"feature_size": 1,
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| 5 |
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"padding_side": "right",
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| 6 |
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"padding_value": 0,
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"processor_class": "Wav2Vec2Processor",
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| 8 |
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"return_attention_mask": true,
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| 9 |
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"sampling_rate": 16000
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}
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checkpoint-1124480/rng_state_0.pth
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|
| 2 |
+
oid sha256:28cae401e50096f56ffdc1df52efb7d594d8b712216cba89e0d9f2f0d43b591e
|
| 3 |
+
size 1064
|
checkpoint-1124480/special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-1124480/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"2249": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"2250": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"2251": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"2252": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-1124480/trainer_state.json
ADDED
|
@@ -0,0 +1,2263 @@
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|
| 1 |
+
{
|
| 2 |
+
"\b": 0,
|
| 3 |
+
"\"": 2,
|
| 4 |
+
"#": 3,
|
| 5 |
+
";": 4,
|
| 6 |
+
"=": 5,
|
| 7 |
+
">": 6,
|
| 8 |
+
"[PAD]": 2250,
|
| 9 |
+
"[UNK]": 2249,
|
| 10 |
+
"_": 7,
|
| 11 |
+
"`": 8,
|
| 12 |
+
"|": 1,
|
| 13 |
+
"}": 9,
|
| 14 |
+
"°": 10,
|
| 15 |
+
"è": 11,
|
| 16 |
+
"฿": 12,
|
| 17 |
+
"ᆫ": 13,
|
| 18 |
+
"ᆯ": 14,
|
| 19 |
+
"ᆷ": 15,
|
| 20 |
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"ᇂ": 16,
|
| 21 |
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"": 17,
|
| 22 |
+
"℃": 18,
|
| 23 |
+
"ℓ": 19,
|
| 24 |
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"ㄱ": 20,
|
| 25 |
+
"ㄴ": 21,
|
| 26 |
+
"ㄸ": 22,
|
| 27 |
+
"ㄹ": 23,
|
| 28 |
+
"ㅁ": 24,
|
| 29 |
+
"ㅂ": 25,
|
| 30 |
+
"ㅅ": 26,
|
| 31 |
+
"ㅇ": 27,
|
| 32 |
+
"ㅋ": 28,
|
| 33 |
+
"ㅌ": 29,
|
| 34 |
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"ㅍ": 30,
|
| 35 |
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"ㅏ": 31,
|
| 36 |
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"ㅔ": 32,
|
| 37 |
+
"ㅠ": 33,
|
| 38 |
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"ㅡ": 34,
|
| 39 |
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"無": 35,
|
| 40 |
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"가": 36,
|
| 41 |
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"각": 37,
|
| 42 |
+
"간": 38,
|
| 43 |
+
"갇": 39,
|
| 44 |
+
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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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| 1643 |
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| 1644 |
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| 1645 |
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| 1646 |
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| 1647 |
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| 1648 |
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| 1649 |
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| 1650 |
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| 1651 |
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| 1652 |
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| 1653 |
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| 1654 |
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| 1655 |
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| 1657 |
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| 1660 |
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| 1661 |
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| 1709 |
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| 1710 |
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| 1711 |
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| 1719 |
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| 1720 |
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| 1721 |
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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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| 1735 |
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| 1736 |
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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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| 1749 |
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|
| 1750 |
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| 1751 |
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|
| 1752 |
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| 1753 |
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|
| 1754 |
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|
| 1755 |
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|
| 1756 |
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|
| 1757 |
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|
| 1758 |
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|
| 1759 |
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|
| 1760 |
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|
| 1761 |
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|
| 1762 |
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|
| 1763 |
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| 1764 |
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|
| 1765 |
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|
| 1766 |
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|
| 1767 |
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|
| 1768 |
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|
| 1769 |
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|
| 1770 |
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|
| 1771 |
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|
| 1772 |
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|
| 1773 |
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|
| 1774 |
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|
| 1775 |
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|
| 1776 |
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|
| 1777 |
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|
| 1778 |
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|
| 1779 |
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|
| 1780 |
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|
| 1781 |
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|
| 1782 |
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|
| 1783 |
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|
| 1784 |
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|
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|
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|
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| 1789 |
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|
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|
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|
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|
| 1795 |
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|
| 1796 |
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|
| 1797 |
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|
| 1798 |
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|
| 1799 |
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|
| 1800 |
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|
| 1801 |
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|
| 1802 |
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|
| 1803 |
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|
| 1804 |
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|
| 1805 |
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|
| 1806 |
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|
| 1807 |
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|
| 1808 |
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|
| 1809 |
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|
| 1810 |
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|
| 1811 |
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|
| 1812 |
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|
| 1813 |
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|
| 1814 |
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|
| 1815 |
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|
| 1816 |
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|
| 1817 |
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"츠": 1813,
|
| 1818 |
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|
| 1819 |
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|
| 1820 |
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|
| 1821 |
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|
| 1822 |
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|
| 1823 |
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|
| 1824 |
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|
| 1825 |
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"치": 1821,
|
| 1826 |
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|
| 1827 |
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|
| 1828 |
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|
| 1829 |
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|
| 1830 |
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"침": 1826,
|
| 1831 |
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|
| 1832 |
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|
| 1833 |
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|
| 1834 |
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"칭": 1830,
|
| 1835 |
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"칲": 1831,
|
| 1836 |
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|
| 1837 |
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|
| 1838 |
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|
| 1839 |
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|
| 1840 |
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"캄": 1836,
|
| 1841 |
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|
| 1842 |
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|
| 1843 |
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|
| 1844 |
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"캌": 1840,
|
| 1845 |
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"캍": 1841,
|
| 1846 |
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"캐": 1842,
|
| 1847 |
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|
| 1848 |
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"캔": 1844,
|
| 1849 |
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|
| 1850 |
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"캠": 1846,
|
| 1851 |
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"캡": 1847,
|
| 1852 |
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"캣": 1848,
|
| 1853 |
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"캤": 1849,
|
| 1854 |
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"캥": 1850,
|
| 1855 |
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"캬": 1851,
|
| 1856 |
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"커": 1852,
|
| 1857 |
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"컥": 1853,
|
| 1858 |
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"컨": 1854,
|
| 1859 |
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"컫": 1855,
|
| 1860 |
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"컬": 1856,
|
| 1861 |
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"컴": 1857,
|
| 1862 |
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"컵": 1858,
|
| 1863 |
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"컷": 1859,
|
| 1864 |
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|
| 1865 |
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"컹": 1861,
|
| 1866 |
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"컾": 1862,
|
| 1867 |
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"케": 1863,
|
| 1868 |
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"켁": 1864,
|
| 1869 |
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"켄": 1865,
|
| 1870 |
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"켈": 1866,
|
| 1871 |
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"켐": 1867,
|
| 1872 |
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"켓": 1868,
|
| 1873 |
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"켔": 1869,
|
| 1874 |
+
"켕": 1870,
|
| 1875 |
+
"켜": 1871,
|
| 1876 |
+
"켠": 1872,
|
| 1877 |
+
"켤": 1873,
|
| 1878 |
+
"켬": 1874,
|
| 1879 |
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"켭": 1875,
|
| 1880 |
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"켰": 1876,
|
| 1881 |
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"켱": 1877,
|
| 1882 |
+
"코": 1878,
|
| 1883 |
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"콕": 1879,
|
| 1884 |
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"콘": 1880,
|
| 1885 |
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"콜": 1881,
|
| 1886 |
+
"콤": 1882,
|
| 1887 |
+
"콥": 1883,
|
| 1888 |
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"콧": 1884,
|
| 1889 |
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"콩": 1885,
|
| 1890 |
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"콬": 1886,
|
| 1891 |
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"콰": 1887,
|
| 1892 |
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"콱": 1888,
|
| 1893 |
+
"콸": 1889,
|
| 1894 |
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"쾅": 1890,
|
| 1895 |
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"쾌": 1891,
|
| 1896 |
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"쾡": 1892,
|
| 1897 |
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"쾬": 1893,
|
| 1898 |
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"쾰": 1894,
|
| 1899 |
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"쿄": 1895,
|
| 1900 |
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"쿠": 1896,
|
| 1901 |
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"쿡": 1897,
|
| 1902 |
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"쿤": 1898,
|
| 1903 |
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"쿨": 1899,
|
| 1904 |
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"쿰": 1900,
|
| 1905 |
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"쿱": 1901,
|
| 1906 |
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"쿵": 1902,
|
| 1907 |
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"쿼": 1903,
|
| 1908 |
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"퀀": 1904,
|
| 1909 |
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"퀄": 1905,
|
| 1910 |
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"퀉": 1906,
|
| 1911 |
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"퀘": 1907,
|
| 1912 |
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"퀭": 1908,
|
| 1913 |
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"퀴": 1909,
|
| 1914 |
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"퀵": 1910,
|
| 1915 |
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"퀸": 1911,
|
| 1916 |
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"퀼": 1912,
|
| 1917 |
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"큄": 1913,
|
| 1918 |
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"큉": 1914,
|
| 1919 |
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"큐": 1915,
|
| 1920 |
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"큔": 1916,
|
| 1921 |
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"큘": 1917,
|
| 1922 |
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"큠": 1918,
|
| 1923 |
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"큥": 1919,
|
| 1924 |
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"크": 1920,
|
| 1925 |
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"큭": 1921,
|
| 1926 |
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"큰": 1922,
|
| 1927 |
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"클": 1923,
|
| 1928 |
+
"큼": 1924,
|
| 1929 |
+
"큽": 1925,
|
| 1930 |
+
"큿": 1926,
|
| 1931 |
+
"킁": 1927,
|
| 1932 |
+
"키": 1928,
|
| 1933 |
+
"킥": 1929,
|
| 1934 |
+
"킨": 1930,
|
| 1935 |
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"킬": 1931,
|
| 1936 |
+
"킴": 1932,
|
| 1937 |
+
"킵": 1933,
|
| 1938 |
+
"킷": 1934,
|
| 1939 |
+
"킹": 1935,
|
| 1940 |
+
"킾": 1936,
|
| 1941 |
+
"킿": 1937,
|
| 1942 |
+
"타": 1938,
|
| 1943 |
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"탁": 1939,
|
| 1944 |
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"탄": 1940,
|
| 1945 |
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"탈": 1941,
|
| 1946 |
+
"탉": 1942,
|
| 1947 |
+
"탐": 1943,
|
| 1948 |
+
"탑": 1944,
|
| 1949 |
+
"탓": 1945,
|
| 1950 |
+
"탔": 1946,
|
| 1951 |
+
"탕": 1947,
|
| 1952 |
+
"태": 1948,
|
| 1953 |
+
"택": 1949,
|
| 1954 |
+
"탠": 1950,
|
| 1955 |
+
"탤": 1951,
|
| 1956 |
+
"탬": 1952,
|
| 1957 |
+
"탭": 1953,
|
| 1958 |
+
"탯": 1954,
|
| 1959 |
+
"탰": 1955,
|
| 1960 |
+
"탱": 1956,
|
| 1961 |
+
"탶": 1957,
|
| 1962 |
+
"터": 1958,
|
| 1963 |
+
"턱": 1959,
|
| 1964 |
+
"턴": 1960,
|
| 1965 |
+
"털": 1961,
|
| 1966 |
+
"텀": 1962,
|
| 1967 |
+
"텁": 1963,
|
| 1968 |
+
"텃": 1964,
|
| 1969 |
+
"텄": 1965,
|
| 1970 |
+
"텅": 1966,
|
| 1971 |
+
"테": 1967,
|
| 1972 |
+
"텍": 1968,
|
| 1973 |
+
"텐": 1969,
|
| 1974 |
+
"텔": 1970,
|
| 1975 |
+
"템": 1971,
|
| 1976 |
+
"텝": 1972,
|
| 1977 |
+
"텟": 1973,
|
| 1978 |
+
"텡": 1974,
|
| 1979 |
+
"텨": 1975,
|
| 1980 |
+
"텼": 1976,
|
| 1981 |
+
"토": 1977,
|
| 1982 |
+
"톡": 1978,
|
| 1983 |
+
"톤": 1979,
|
| 1984 |
+
"톨": 1980,
|
| 1985 |
+
"톰": 1981,
|
| 1986 |
+
"톱": 1982,
|
| 1987 |
+
"톳": 1983,
|
| 1988 |
+
"통": 1984,
|
| 1989 |
+
"퇘": 1985,
|
| 1990 |
+
"퇴": 1986,
|
| 1991 |
+
"투": 1987,
|
| 1992 |
+
"툭": 1988,
|
| 1993 |
+
"툰": 1989,
|
| 1994 |
+
"툴": 1990,
|
| 1995 |
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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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|
| 2210 |
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|
| 2211 |
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|
| 2212 |
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|
| 2213 |
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|
| 2214 |
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|
| 2215 |
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|
| 2216 |
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|
| 2217 |
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|
| 2218 |
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|
| 2219 |
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|
| 2220 |
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|
| 2221 |
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|
| 2222 |
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|
| 2223 |
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|
| 2224 |
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|
| 2225 |
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|
| 2226 |
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|
| 2227 |
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|
| 2228 |
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|
| 2229 |
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|
| 2230 |
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|
| 2231 |
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|
| 2232 |
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|
| 2233 |
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|
| 2234 |
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|
| 2235 |
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|
| 2236 |
+
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|
| 2237 |
+
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|
| 2238 |
+
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|
| 2239 |
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|
| 2240 |
+
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|
| 2241 |
+
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|
| 2242 |
+
"흰": 2238,
|
| 2243 |
+
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|
| 2244 |
+
"히": 2240,
|
| 2245 |
+
"힉": 2241,
|
| 2246 |
+
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|
| 2247 |
+
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|
| 2248 |
+
"힘": 2244,
|
| 2249 |
+
"힙": 2245,
|
| 2250 |
+
"힛": 2246,
|
| 2251 |
+
"힜": 2247,
|
| 2252 |
+
"힝": 2248
|
| 2253 |
+
}
|
checkpoint-1164640/added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 2252,
|
| 3 |
+
"<s>": 2251
|
| 4 |
+
}
|
checkpoint-1164640/config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.05,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
+
"mask_channel_selection": "static",
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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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|
checkpoint-1164640/model.safetensors
ADDED
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checkpoint-1164640/optimizer.pt
ADDED
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size 2508634294
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checkpoint-1164640/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
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{
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|
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|
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|
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|
| 9 |
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"sampling_rate": 16000
|
| 10 |
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}
|
checkpoint-1164640/rng_state_0.pth
ADDED
|
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version https://git-lfs.github.com/spec/v1
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size 15024
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checkpoint-1164640/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-1164640/rng_state_2.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-1164640/rng_state_3.pth
ADDED
|
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size 14960
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checkpoint-1164640/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
|
checkpoint-1164640/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 |
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"bos_token": {
|
| 3 |
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"content": "<s>",
|
| 4 |
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"lstrip": false,
|
| 5 |
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"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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|
| 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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|
| 20 |
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|
| 21 |
+
"single_word": false
|
| 22 |
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|
| 23 |
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"unk_token": {
|
| 24 |
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"content": "[UNK]",
|
| 25 |
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"lstrip": true,
|
| 26 |
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"normalized": false,
|
| 27 |
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"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-1164640/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
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|
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|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
|
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|
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|
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|
|
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|
|
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|
|
|
|
|
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|
|
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|
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|
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|
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|
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|
| 1 |
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{
|
| 2 |
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"added_tokens_decoder": {
|
| 3 |
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"2249": {
|
| 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 |
+
"2250": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"2251": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"2252": {
|
| 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 |
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"do_lower_case": false,
|
| 40 |
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"eos_token": "</s>",
|
| 41 |
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"model_max_length": 1000000000000000019884624838656,
|
| 42 |
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"pad_token": "[PAD]",
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| 43 |
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"processor_class": "Wav2Vec2Processor",
|
| 44 |
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"replace_word_delimiter_char": " ",
|
| 45 |
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"target_lang": null,
|
| 46 |
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"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
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"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-1164640/trainer_state.json
ADDED
|
@@ -0,0 +1,2347 @@
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"trial_params": null
|
| 2347 |
+
}
|
checkpoint-1164640/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ba804e9f40dd8d142a57ab99d24265056b11e547908881dba51c1cd9148def3
|
| 3 |
+
size 4600
|
checkpoint-1164640/vocab.json
ADDED
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@@ -0,0 +1,2253 @@
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| 1 |
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{
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| 2 |
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"\b": 0,
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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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| 1800 |
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| 1801 |
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| 1802 |
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| 1811 |
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| 1822 |
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| 1825 |
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|
| 1826 |
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| 1827 |
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|
| 1828 |
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|
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|
| 1830 |
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|
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|
| 1832 |
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|
| 1833 |
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|
| 1834 |
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|
| 1835 |
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|
| 1836 |
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|
| 1837 |
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| 1840 |
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| 1842 |
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|
| 1843 |
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| 1845 |
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| 1846 |
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| 1848 |
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|
| 1850 |
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|
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|
| 1852 |
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|
| 1853 |
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|
| 1854 |
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|
| 1855 |
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|
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|
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|
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| 1861 |
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| 1862 |
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| 1863 |
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| 1864 |
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| 1865 |
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|
| 1866 |
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|
| 1867 |
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|
| 1868 |
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|
| 1869 |
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|
| 1870 |
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|
| 1871 |
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|
| 1872 |
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|
| 1873 |
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|
| 1874 |
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|
| 1875 |
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|
| 1876 |
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|
| 1877 |
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|
| 1878 |
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|
| 1879 |
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|
| 1880 |
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|
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|
| 1882 |
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|
| 1883 |
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|
| 1884 |
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|
| 1885 |
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|
| 1886 |
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|
| 1887 |
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|
| 1888 |
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|
| 1889 |
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|
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|
| 1891 |
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|
| 1892 |
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|
| 1893 |
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|
| 1894 |
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|
| 1895 |
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|
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|
| 1897 |
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|
| 1898 |
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|
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|
| 1900 |
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|
| 1901 |
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|
| 1902 |
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|
| 1903 |
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|
| 1904 |
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|
| 1905 |
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|
| 1906 |
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|
| 1907 |
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|
| 1908 |
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|
| 1909 |
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|
| 1910 |
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|
| 1911 |
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|
| 1912 |
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|
| 1913 |
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|
| 1914 |
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|
| 1915 |
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|
| 1916 |
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|
| 1917 |
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|
| 1918 |
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|
| 1919 |
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|
| 1920 |
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|
| 1921 |
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|
| 1922 |
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|
| 1923 |
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|
| 1924 |
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|
| 1925 |
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|
| 1926 |
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|
| 1927 |
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|
| 1928 |
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|
| 1929 |
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|
| 1930 |
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|
| 1931 |
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|
| 1932 |
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|
| 1933 |
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|
| 1934 |
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|
| 1935 |
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|
| 1936 |
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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|
| 1940 |
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|
| 1941 |
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|
| 1942 |
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|
| 1943 |
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|
| 1944 |
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|
| 1945 |
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|
| 1946 |
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|
| 1947 |
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|
| 1948 |
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|
| 1949 |
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|
| 1950 |
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|
| 1951 |
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|
| 1952 |
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|
| 1953 |
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|
| 1954 |
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|
| 1955 |
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|
| 1956 |
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|
| 1957 |
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|
| 1958 |
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|
| 1959 |
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|
| 1960 |
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|
| 1961 |
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|
| 1962 |
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|
| 1963 |
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|
| 1964 |
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|
| 1965 |
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|
| 1966 |
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|
| 1967 |
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|
| 1968 |
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|
| 1969 |
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|
| 1970 |
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|
| 1971 |
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|
| 1972 |
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|
| 1973 |
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|
| 1974 |
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|
| 1975 |
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|
| 1976 |
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|
| 1977 |
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|
| 1978 |
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|
| 1979 |
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|
| 1980 |
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|
| 1981 |
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|
| 1982 |
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|
| 1983 |
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|
| 1984 |
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|
| 1985 |
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|
| 1986 |
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|
| 1987 |
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|
| 1988 |
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|
| 1989 |
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|
| 1990 |
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|
| 1991 |
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|
| 1992 |
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|
| 1993 |
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|
| 1994 |
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|
| 1995 |
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|
| 1996 |
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|
| 1997 |
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|
| 1998 |
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|
| 1999 |
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|
| 2000 |
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|
| 2001 |
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"퉤": 1997,
|
| 2002 |
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|
| 2003 |
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"튁": 1999,
|
| 2004 |
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"튄": 2000,
|
| 2005 |
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"튈": 2001,
|
| 2006 |
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"튑": 2002,
|
| 2007 |
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"튕": 2003,
|
| 2008 |
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|
| 2009 |
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|
| 2010 |
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"튤": 2006,
|
| 2011 |
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"튬": 2007,
|
| 2012 |
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"튭": 2008,
|
| 2013 |
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"트": 2009,
|
| 2014 |
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|
| 2015 |
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"튼": 2011,
|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
| 2019 |
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"틉": 2015,
|
| 2020 |
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|
| 2021 |
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"틔": 2017,
|
| 2022 |
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|
| 2023 |
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"틱": 2019,
|
| 2024 |
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"틴": 2020,
|
| 2025 |
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|
| 2026 |
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|
| 2027 |
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|
| 2028 |
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|
| 2029 |
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|
| 2030 |
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|
| 2031 |
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|
| 2032 |
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|
| 2033 |
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|
| 2034 |
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|
| 2035 |
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|
| 2036 |
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|
| 2037 |
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|
| 2038 |
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|
| 2039 |
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|
| 2040 |
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|
| 2041 |
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|
| 2042 |
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|
| 2043 |
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|
| 2044 |
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|
| 2045 |
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|
| 2046 |
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|
| 2047 |
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|
| 2048 |
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|
| 2049 |
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|
| 2050 |
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|
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|
| 2052 |
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|
| 2053 |
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|
| 2054 |
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|
| 2055 |
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|
| 2056 |
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|
| 2057 |
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|
| 2058 |
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|
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|
| 2060 |
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|
| 2061 |
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|
| 2062 |
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|
| 2063 |
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|
| 2064 |
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|
| 2065 |
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|
| 2066 |
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|
| 2067 |
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|
| 2068 |
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|
| 2069 |
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|
| 2070 |
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|
| 2071 |
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|
| 2072 |
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|
| 2073 |
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|
| 2074 |
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|
| 2075 |
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|
| 2076 |
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|
| 2077 |
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|
| 2078 |
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|
| 2079 |
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|
| 2080 |
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|
| 2081 |
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|
| 2082 |
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|
| 2083 |
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|
| 2084 |
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|
| 2085 |
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|
| 2086 |
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|
| 2087 |
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|
| 2088 |
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|
| 2089 |
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|
| 2090 |
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|
| 2091 |
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|
| 2092 |
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|
| 2093 |
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|
| 2094 |
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|
| 2095 |
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|
| 2096 |
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|
| 2097 |
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|
| 2098 |
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|
| 2099 |
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|
| 2100 |
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|
| 2101 |
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|
| 2102 |
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|
| 2103 |
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|
| 2104 |
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|
| 2105 |
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|
| 2106 |
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|
| 2107 |
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|
| 2108 |
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|
| 2109 |
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|
| 2110 |
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|
| 2111 |
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|
| 2112 |
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|
| 2113 |
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|
| 2114 |
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|
| 2115 |
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"필": 2111,
|
| 2116 |
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|
| 2117 |
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|
| 2118 |
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|
| 2119 |
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|
| 2120 |
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|
| 2121 |
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|
| 2122 |
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|
| 2123 |
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|
| 2124 |
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|
| 2125 |
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|
| 2126 |
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|
| 2127 |
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|
| 2129 |
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| 2130 |
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| 2131 |
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| 2132 |
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| 2135 |
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| 2140 |
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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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|
| 2223 |
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|
| 2224 |
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|
| 2225 |
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|
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|
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|
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|
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|
| 2230 |
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|
| 2231 |
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|
| 2232 |
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|
| 2233 |
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|
| 2234 |
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|
| 2235 |
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|
| 2236 |
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|
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|
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|
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|
| 2240 |
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|
| 2241 |
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|
| 2242 |
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|
| 2243 |
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|
| 2244 |
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|
| 2245 |
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|
| 2246 |
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|
| 2247 |
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|
| 2248 |
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|
| 2249 |
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|
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|
| 2251 |
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|
| 2252 |
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|
| 2253 |
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}
|
checkpoint-1204800/added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 2252,
|
| 3 |
+
"<s>": 2251
|
| 4 |
+
}
|
checkpoint-1204800/config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.05,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
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|
| 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": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
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"feat_extract_dropout": 0.0,
|
| 52 |
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"feat_extract_norm": "layer",
|
| 53 |
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"feat_proj_dropout": 0.05,
|
| 54 |
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"feat_quantizer_dropout": 0.0,
|
| 55 |
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"final_dropout": 0.0,
|
| 56 |
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"gradient_checkpointing": false,
|
| 57 |
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"hidden_act": "gelu",
|
| 58 |
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"hidden_dropout": 0.05,
|
| 59 |
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"hidden_size": 1024,
|
| 60 |
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"initializer_range": 0.02,
|
| 61 |
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"intermediate_size": 4096,
|
| 62 |
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"layer_norm_eps": 1e-05,
|
| 63 |
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"layerdrop": 0.05,
|
| 64 |
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"mask_channel_length": 10,
|
| 65 |
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"mask_channel_min_space": 1,
|
| 66 |
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"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
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"mask_channel_selection": "static",
|
| 69 |
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"mask_feature_length": 10,
|
| 70 |
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"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
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"mask_time_length": 10,
|
| 73 |
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"mask_time_min_masks": 2,
|
| 74 |
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"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
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"num_codevectors_per_group": 320,
|
| 83 |
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"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": 2250,
|
| 90 |
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"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
1,
|
| 93 |
+
2,
|
| 94 |
+
3,
|
| 95 |
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1,
|
| 96 |
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1
|
| 97 |
+
],
|
| 98 |
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"tdnn_dim": [
|
| 99 |
+
512,
|
| 100 |
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512,
|
| 101 |
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512,
|
| 102 |
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512,
|
| 103 |
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1500
|
| 104 |
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],
|
| 105 |
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"tdnn_kernel": [
|
| 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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"torch_dtype": "float32",
|
| 113 |
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"transformers_version": "4.35.2",
|
| 114 |
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"use_weighted_layer_sum": false,
|
| 115 |
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"vocab_size": 2253,
|
| 116 |
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"xvector_output_dim": 512
|
| 117 |
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}
|
checkpoint-1204800/model.safetensors
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 1271044804
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checkpoint-1204800/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 2508634294
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checkpoint-1204800/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
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|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
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"padding_value": 0,
|
| 7 |
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"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
checkpoint-1204800/rng_state_0.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
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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-1204800/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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| 3 |
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size 15024
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checkpoint-1204800/rng_state_2.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 15088
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checkpoint-1204800/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-1204800/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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size 1064
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checkpoint-1204800/special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
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"content": "<s>",
|
| 4 |
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|
| 5 |
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"normalized": true,
|
| 6 |
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|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
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|
| 10 |
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"content": "</s>",
|
| 11 |
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|
| 12 |
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"normalized": true,
|
| 13 |
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|
| 14 |
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|
| 15 |
+
},
|
| 16 |
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"pad_token": {
|
| 17 |
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"content": "[PAD]",
|
| 18 |
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"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-1204800/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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"2249": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"2250": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"2251": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"2252": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-1204800/trainer_state.json
ADDED
|
@@ -0,0 +1,2425 @@
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| 1 |
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| 2 |
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| 9 |
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| 1646 |
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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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| 1811 |
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| 1825 |
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| 1826 |
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| 1827 |
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|
| 1828 |
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|
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|
| 1833 |
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| 1834 |
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|
| 1835 |
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| 1836 |
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| 1837 |
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| 1840 |
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| 1842 |
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|
| 1850 |
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|
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| 1852 |
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| 1853 |
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| 1861 |
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| 1862 |
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|
| 1866 |
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| 1867 |
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|
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|
| 1869 |
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|
| 1870 |
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|
| 1871 |
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|
| 1872 |
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|
| 1873 |
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|
| 1874 |
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|
| 1875 |
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|
| 1876 |
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|
| 1877 |
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|
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|
| 1879 |
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| 1880 |
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| 1882 |
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|
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|
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|
| 1885 |
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|
| 1886 |
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|
| 1887 |
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|
| 1888 |
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|
| 1889 |
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|
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|
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|
| 1892 |
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| 1893 |
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|
| 1894 |
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| 1895 |
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|
| 1901 |
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|
| 1902 |
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| 1903 |
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| 1904 |
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| 1905 |
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| 1907 |
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|
| 1910 |
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|
| 1911 |
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|
| 1912 |
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|
| 1913 |
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| 1914 |
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| 1915 |
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|
| 1916 |
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| 1917 |
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| 1918 |
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| 1919 |
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| 1920 |
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|
| 1921 |
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|
| 1922 |
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|
| 1923 |
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|
| 1924 |
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|
| 1925 |
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|
| 1926 |
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|
| 1927 |
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|
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|
| 1929 |
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|
| 1930 |
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|
| 1931 |
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|
| 1932 |
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|
| 1933 |
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|
| 1934 |
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|
| 1935 |
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|
| 1936 |
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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|
| 1940 |
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|
| 1941 |
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|
| 1942 |
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|
| 1943 |
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|
| 1944 |
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|
| 1945 |
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|
| 1946 |
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|
| 1947 |
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|
| 1948 |
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|
| 1949 |
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|
| 1950 |
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|
| 1951 |
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|
| 1952 |
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|
| 1953 |
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|
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|
| 1955 |
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|
| 1956 |
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|
| 1957 |
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|
| 1958 |
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|
| 1959 |
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|
| 1960 |
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|
| 1961 |
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|
| 1962 |
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|
| 1963 |
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|
| 1964 |
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|
| 1965 |
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|
| 1966 |
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|
| 1967 |
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|
| 1968 |
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|
| 1969 |
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|
| 1970 |
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|
| 1971 |
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|
| 1972 |
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|
| 1973 |
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|
| 1974 |
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|
| 1975 |
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|
| 1976 |
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|
| 1977 |
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|
| 1978 |
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|
| 1979 |
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|
| 1980 |
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|
| 1981 |
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|
| 1982 |
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|
| 1983 |
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|
| 1984 |
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|
| 1985 |
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|
| 1986 |
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|
| 1987 |
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|
| 1988 |
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|
| 1989 |
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|
| 1990 |
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|
| 1991 |
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|
| 1992 |
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|
| 1993 |
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|
| 1994 |
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|
| 1995 |
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|
| 1996 |
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|
| 1997 |
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|
| 1998 |
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|
| 1999 |
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|
| 2000 |
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|
| 2001 |
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|
| 2002 |
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|
| 2003 |
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|
| 2004 |
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|
| 2005 |
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|
| 2006 |
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|
| 2007 |
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|
| 2008 |
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|
| 2009 |
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|
| 2010 |
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|
| 2011 |
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|
| 2012 |
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|
| 2013 |
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|
| 2014 |
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|
| 2015 |
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|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
| 2019 |
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|
| 2020 |
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|
| 2021 |
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|
| 2022 |
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|
| 2023 |
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|
| 2024 |
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|
| 2025 |
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|
| 2026 |
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|
| 2027 |
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|
| 2028 |
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|
| 2029 |
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|
| 2030 |
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|
| 2031 |
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|
| 2032 |
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|
| 2033 |
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| 2034 |
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|
| 2035 |
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| 2037 |
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| 2040 |
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| 2050 |
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| 2064 |
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| 2065 |
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| 2066 |
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| 2067 |
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| 2068 |
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| 2069 |
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| 2072 |
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| 2073 |
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| 2075 |
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| 2080 |
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| 2098 |
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| 2100 |
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| 2101 |
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|
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|
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| 2105 |
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| 2107 |
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| 2108 |
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| 2109 |
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|
| 2110 |
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|
| 2111 |
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|
| 2112 |
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|
| 2113 |
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|
| 2114 |
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|
| 2115 |
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|
| 2116 |
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|
| 2117 |
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|
| 2118 |
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| 2119 |
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| 2120 |
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| 2121 |
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| 2122 |
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| 2123 |
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| 2124 |
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| 2125 |
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| 2126 |
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| 2127 |
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| 2132 |
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| 2135 |
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+
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|
| 2185 |
+
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|
| 2186 |
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|
| 2187 |
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|
| 2188 |
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|
| 2189 |
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"홥": 2185,
|
| 2190 |
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|
| 2191 |
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"황": 2187,
|
| 2192 |
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"홱": 2188,
|
| 2193 |
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|
| 2194 |
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"횅": 2190,
|
| 2195 |
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|
| 2196 |
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|
| 2197 |
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|
| 2198 |
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|
| 2199 |
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|
| 2200 |
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|
| 2201 |
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|
| 2202 |
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|
| 2203 |
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|
| 2204 |
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|
| 2205 |
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|
| 2206 |
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|
| 2207 |
+
"훌": 2203,
|
| 2208 |
+
"훑": 2204,
|
| 2209 |
+
"훔": 2205,
|
| 2210 |
+
"훕": 2206,
|
| 2211 |
+
"훗": 2207,
|
| 2212 |
+
"훙": 2208,
|
| 2213 |
+
"훠": 2209,
|
| 2214 |
+
"훤": 2210,
|
| 2215 |
+
"훨": 2211,
|
| 2216 |
+
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|
| 2217 |
+
"휀": 2213,
|
| 2218 |
+
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|
| 2219 |
+
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|
| 2220 |
+
"휙": 2216,
|
| 2221 |
+
"휜": 2217,
|
| 2222 |
+
"휠": 2218,
|
| 2223 |
+
"휩": 2219,
|
| 2224 |
+
"휭": 2220,
|
| 2225 |
+
"휴": 2221,
|
| 2226 |
+
"휸": 2222,
|
| 2227 |
+
"휼": 2223,
|
| 2228 |
+
"흄": 2224,
|
| 2229 |
+
"흉": 2225,
|
| 2230 |
+
"흐": 2226,
|
| 2231 |
+
"흑": 2227,
|
| 2232 |
+
"흔": 2228,
|
| 2233 |
+
"흘": 2229,
|
| 2234 |
+
"흙": 2230,
|
| 2235 |
+
"흠": 2231,
|
| 2236 |
+
"흡": 2232,
|
| 2237 |
+
"흣": 2233,
|
| 2238 |
+
"흥": 2234,
|
| 2239 |
+
"흩": 2235,
|
| 2240 |
+
"흫": 2236,
|
| 2241 |
+
"희": 2237,
|
| 2242 |
+
"흰": 2238,
|
| 2243 |
+
"흴": 2239,
|
| 2244 |
+
"히": 2240,
|
| 2245 |
+
"힉": 2241,
|
| 2246 |
+
"힌": 2242,
|
| 2247 |
+
"힐": 2243,
|
| 2248 |
+
"힘": 2244,
|
| 2249 |
+
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|
| 2250 |
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"힛": 2246,
|
| 2251 |
+
"힜": 2247,
|
| 2252 |
+
"힝": 2248
|
| 2253 |
+
}
|
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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.05,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": true,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
+
"mask_channel_selection": "static",
|
| 69 |
+
"mask_feature_length": 10,
|
| 70 |
+
"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
+
"mask_time_min_masks": 2,
|
| 74 |
+
"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 2250,
|
| 90 |
+
"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
1,
|
| 93 |
+
2,
|
| 94 |
+
3,
|
| 95 |
+
1,
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
+
"tdnn_dim": [
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
512,
|
| 103 |
+
1500
|
| 104 |
+
],
|
| 105 |
+
"tdnn_kernel": [
|
| 106 |
+
5,
|
| 107 |
+
3,
|
| 108 |
+
3,
|
| 109 |
+
1,
|
| 110 |
+
1
|
| 111 |
+
],
|
| 112 |
+
"torch_dtype": "float32",
|
| 113 |
+
"transformers_version": "4.35.2",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 2253,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:779d6440fb37938766991c4e6018fd16b50ff11c3d6999bf52af0e10f824d67a
|
| 3 |
+
size 1271044804
|