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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), trained on the mozilla-foundation/common_voice_11_0 de dataset. When using the model make sure that your speech input is also sampled at 16Khz. **This model also predicts casing and punctuation.**
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## Usage
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Inference with 🤗 Pipeline
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small), trained on the mozilla-foundation/common_voice_11_0 de dataset. When using the model make sure that your speech input is also sampled at 16Khz. **This model also predicts casing and punctuation.**
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## Performance
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*Below are the WERs of the pre-trained models on the [Common Voice 9.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_9_0). These results are reported in the original [paper](https://cdn.openai.com/papers/whisper.pdf).*
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| Model | Common Voice 9.0 |
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| --- | :---: |
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| [openai/whisper-small](https://huggingface.co/openai/whisper-small) | 13.0 |
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| [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) | 8.5 |
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| [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) | 6.4 |
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*Below are the WERs of the fine-tuned models on the [Common Voice 11.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0).*
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| Model | Common Voice 11.0 |
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| --- | :---: |
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| [bofenghuang/whisper-small-cv11-german-punct](https://huggingface.co/bofenghuang/whisper-small-cv11-german-punct) | 11.35 |
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| [bofenghuang/whisper-medium-cv11-german-punct](https://huggingface.co/bofenghuang/whisper-medium-cv11-german-punct) | 7.05 |
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| [bofenghuang/whisper-large-v2-cv11-german-punct](https://huggingface.co/bofenghuang/whisper-large-v2-cv11-german-punct) | **5.76** |
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## Usage
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Inference with 🤗 Pipeline
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