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README.md
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### Word Error Rate (WER) Comparison with Whisper Large V3 on LangAge and ESLO (containing interjections, hesitations etc.)
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| Dataset Category | Sample Size | Whisper Large V3 |
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|-----------------|-------------|------------------|----------------|-------------|
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| **All Data** | 196,923 | 99.08% | **84.90%** | **14.18pp** |
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| **LangAge Only** | 69,176 | 78.43% | **67.21%** | **11.22pp** |
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**Standard Whisper**: `"Alors je vais commencer par des petites questions tout à fait simples n'est-ce pas"`
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**
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## Intended Use Cases
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If you use this model in your research, please cite:
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```bibtex
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@misc{
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title={
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author={Hanno Müller, Annette Gerstenberg},
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year={2025}
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}
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### Word Error Rate (WER) Comparison with Whisper Large V3 on LangAge and ESLO (containing interjections, hesitations etc.)
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| Dataset Category | Sample Size | Whisper Large V3 | FrWhisper | Improvement |
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|-----------------|-------------|------------------|----------------|-------------|
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| **All Data** | 196,923 | 99.08% | **84.90%** | **14.18pp** |
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| **LangAge Only** | 69,176 | 78.43% | **67.21%** | **11.22pp** |
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**Standard Whisper**: `"Alors je vais commencer par des petites questions tout à fait simples n'est-ce pas"`
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**FrWhisper**: `"euh alors je vais commencer par des petites questions tout à fait simples n'est-ce pas"`
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## Intended Use Cases
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If you use this model in your research, please cite:
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```bibtex
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@misc{frwhisper2025,
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title={FrWhisper: Fine-tuned Whisper for French Conversational Speech with Interjections},
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author={Hanno Müller, Annette Gerstenberg},
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year={2025}
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}
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