Training finished
Browse files
README.md
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the quran-ayat-speech-to-text dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0027
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- Wer: 0.
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- Cer: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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|:-------------:|:------:|:----:|:---------------:|:------:|:------:|
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| 0.0001 | 0.0863 | 250 | 0.0024 | 0.
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| 0.0 | 0.1726 | 500 | 0.0024 | 0.
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| 0.0 | 0.2589 | 750 | 0.0024 | 0.
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| 0.0 | 0.3452 | 1000 | 0.0024 | 0.
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| 0.0 | 0.4314 | 1250 | 0.0024 | 0.
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| 0.0 | 0.5177 | 1500 | 0.0024 | 0.
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| 0.0001 | 0.6040 | 1750 | 0.0024 | 0.
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| 0.0002 | 0.6903 | 2000 | 0.0024 | 0.
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| 0.0002 | 0.7766 | 2250 | 0.0024 | 0.
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| 0.0004 | 0.8629 | 2500 | 0.0024 | 0.
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| 0.0021 | 0.9492 | 2750 | 0.0024 | 0.
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### Framework versions
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the quran-ayat-speech-to-text dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0027
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- Wer: 0.0379
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- Cer: 0.0158
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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|:-------------:|:------:|:----:|:---------------:|:------:|:------:|
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| 0.0001 | 0.0863 | 250 | 0.0024 | 0.0366 | 0.0157 |
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| 0.0 | 0.1726 | 500 | 0.0024 | 0.0423 | 0.0214 |
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| 0.0 | 0.2589 | 750 | 0.0024 | 0.0357 | 0.0148 |
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| 0.0 | 0.3452 | 1000 | 0.0024 | 0.0423 | 0.0194 |
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| 0.0 | 0.4314 | 1250 | 0.0024 | 0.0638 | 0.0245 |
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| 0.0 | 0.5177 | 1500 | 0.0024 | 0.0634 | 0.0243 |
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| 0.0001 | 0.6040 | 1750 | 0.0024 | 0.0621 | 0.0236 |
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| 0.0002 | 0.6903 | 2000 | 0.0024 | 0.0627 | 0.0240 |
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| 0.0002 | 0.7766 | 2250 | 0.0024 | 0.0622 | 0.0235 |
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| 0.0004 | 0.8629 | 2500 | 0.0024 | 0.0624 | 0.0237 |
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| 0.0021 | 0.9492 | 2750 | 0.0024 | 0.0626 | 0.0241 |
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### Framework versions
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model.safetensors
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