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README.md
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**One specialist model per language.** BuzzASR is a suite of **102 monolingual ASR models**, each a fine-tune of
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[Whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) specialized to a single language.
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## The idea
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Big multilingual models spread themselves thin across hundreds of languages. We asked whether a single specialist,
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the same size as Whisper, could beat the giant generalists. It can
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## Highlights
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- ✅ Beats Whisper-large-v3 on **89 of 102** languages (FLEURS)
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**One specialist model per language.** BuzzASR is a suite of **102 monolingual ASR models**, each a fine-tune of
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[Whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) specialized to a single language.
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The work has been accepted at **EMNLP 2026** · built by [Lemn Lab](https://lemn-lab.github.io/buzzasr-docs/) in collaboration with [EleutherAI](https://huggingface.co/EleutherAI).
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## The idea
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Big multilingual models spread themselves thin across hundreds of languages. We asked whether a single specialist,
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the same size as Whisper, could beat the giant generalists. It can to a considerable extent :)
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## Highlights
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- ✅ Beats Whisper-large-v3 on **89 of 102** languages (FLEURS)
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