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README.md

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 This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2), 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.**
 
-Reported WERs in the original [paper](https://cdn.openai.com/papers/whisper.pdf).
+*Below are the WERs on the [Common Voice 9.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_9_0) of the pre-trained models . These results are reported in the original [paper](https://cdn.openai.com/papers/whisper.pdf).*
 
-| Model | WER on the [Common Voice 9.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_9_0) |
-| ------------------------ | :---: |
+| Model | WER |
+| --- | --- |
 | [openai/whisper-small](https://huggingface.co/openai/whisper-small) | 13.0 |
 | [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) | 8.5 |
 | [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) | 6.4 |
 
+*Below are the WERs on the [Common Voice 11.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0) of the fine-tuned models.*
+
+| Model | WER |
+| --- | --- |
+| [bofenghuang/whisper-small-cv11-german-punct](https://huggingface.co/bofenghuang/whisper-small-cv11-german-punct) | 11.35 |
+| [bofenghuang/whisper-medium-cv11-german-punct](https://huggingface.co/bofenghuang/whisper-medium-cv11-german-punct) | 7.05 |
+| [bofenghuang/whisper-large-v2-cv11-german-punct](https://huggingface.co/bofenghuang/whisper-large-v2-cv11-german-punct) | **5.76** |
 
 ## Usage