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README.md
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Wer: 19.
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps:
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- mixed_precision_training: Native AMP
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### Training results
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| 0.0012 | 6.83 | 8000 | 0.3713 | 19.1229 |
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| 0.0005 | 8.53 | 10000 | 0.3844 | 19.2036 |
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| 0.0004 | 10.24 | 12000 | 0.3900 | 19.0369 |
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### Framework versions
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4312
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- Wer: 19.0503
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps: 18000
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- mixed_precision_training: Native AMP
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### Training results
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| 0.0012 | 6.83 | 8000 | 0.3713 | 19.1229 |
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| 0.0005 | 8.53 | 10000 | 0.3844 | 19.2036 |
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| 0.0004 | 10.24 | 12000 | 0.3900 | 19.0369 |
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| 0.0008 | 11.94 | 14000 | 0.4161 | 19.9511 |
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| 0.0002 | 13.65 | 16000 | 0.4201 | 19.1283 |
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| 0.0001 | 15.36 | 18000 | 0.4312 | 19.0503 |
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### Framework versions
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