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## KB-Whisper Large
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The National Library of Sweden releases a new suite of Whisper models trained on over 50,000 hours of Swedish speech. In evaluations across [FLEURS](https://huggingface.co/datasets/google/fleurs), [CommonVoice](https://huggingface.co/datasets/mozilla-foundation/common_voice_16_1) and [NST](https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-54/), our best performing model reduces the Word Error Rate (WER) by an average of 47% compared to OpenAI's `whisper-large-v3`. The performance of smaller Whisper model sizes on Swedish
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| Model size | | FLEURS | CommonVoice | NST |
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## KB-Whisper Large
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The National Library of Sweden releases a new suite of Whisper models trained on over 50,000 hours of Swedish speech. In evaluations across [FLEURS](https://huggingface.co/datasets/google/fleurs), [CommonVoice](https://huggingface.co/datasets/mozilla-foundation/common_voice_16_1) and [NST](https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-54/), our best performing model reduces the Word Error Rate (WER) by an average of 47% compared to OpenAI's `whisper-large-v3`. The performance of smaller Whisper model sizes on Swedish speech has also substantially improved, with `kb-whisper-small` outperforming `openai/whisper-large-v3` (a model six times its size).
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| Model size | | FLEURS | CommonVoice | NST |
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|------------|---------|--------|-------------|------|
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