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@@ -65,7 +65,7 @@ The model is particularly well-suited for applications requiring detailed transc
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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 | FrisperWhisper | 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** |
@@ -141,7 +141,7 @@ Unlike standard ASR models, FrWhisper will include natural speech elements:
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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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- **FrisperWhisper**: `"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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@@ -160,8 +160,8 @@ Unlike standard ASR models, FrWhisper will include natural speech elements:
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  If you use this model in your research, please cite:
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  ```bibtex
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- @misc{frisperwhisper2025,
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- title={FrisperWhisper: 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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  ### 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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  }