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update model card README.md
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README.md
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license: apache-2.0
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: wav2vec2-large-asr-th
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results: []
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# wav2vec2-large-asr-th
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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
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It achieves the following results on the evaluation set:
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- Loss: 1.3903
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- Wer: 1.0
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- Cer: 0.9442
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## Model description
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 200
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- training_steps:
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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| 3.9178 | 1.09 | 200 | 4.1261 | 1.0 | 1.0000 |
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| 3.7661 | 2.19 | 400 | 3.8671 | 1.0 | 1.0000 |
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| 3.7807 | 3.28 | 600 | 3.7873 | 1.0 | 1.0000 |
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| 3.7099 | 4.37 | 800 | 3.7331 | 1.0 | 1.0000 |
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| 3.4771 | 5.46 | 1000 | 3.3761 | 1.0 | 0.9998 |
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| 2.5528 | 6.56 | 1200 | 2.2584 | 1.0 | 0.9637 |
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| 1.9769 | 7.65 | 1400 | 1.7215 | 1.0 | 0.9507 |
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| 1.716 | 8.74 | 1600 | 1.5033 | 1.0 | 0.9464 |
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| 1.5803 | 9.84 | 1800 | 1.3903 | 1.0 | 0.9442 |
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| 1.4613 | 10.93 | 2000 | 1.3541 | 1.0 | 0.9433 |
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### Framework versions
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- Transformers 4.26.1
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license: apache-2.0
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tags:
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- generated_from_trainer
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model-index:
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- name: wav2vec2-large-asr-th
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results: []
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# wav2vec2-large-asr-th
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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 an unknown dataset.
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## Model description
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_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_steps: 200
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- training_steps: 5000
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.26.1
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