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README.md
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# whisper-tiny-tel-tam
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Speech Commands dataset.
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- Loss: 0.1934
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- Accuracy: 0.9773
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## Model description
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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: 5e-05
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.7009 | 1.0 | 175 | 0.9922 | 0.5227 |
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| 0.024 | 2.0 | 350 | 0.2727 | 0.9091 |
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| 0.4103 | 3.0 | 525 | 0.0223 | 1.0 |
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| 0.0008 | 4.0 | 700 | 0.1908 | 0.9773 |
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| 0.0005 | 5.0 | 875 | 0.1802 | 0.9773 |
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| 0.0005 | 6.0 | 1050 | 0.1826 | 0.9773 |
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| 0.0003 | 7.0 | 1225 | 0.1868 | 0.9773 |
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| 0.0002 | 8.0 | 1400 | 0.1904 | 0.9773 |
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| 0.0003 | 9.0 | 1575 | 0.1925 | 0.9773 |
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| 0.0002 | 10.0 | 1750 | 0.1934 | 0.9773 |
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### Framework versions
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# whisper-tiny-tel-tam
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Speech Commands dataset.
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## Model description
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More information needed
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### Framework versions
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