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Update model card: add arXiv:2609.09554 link + BibTeX, fix project URL to buzz-asr

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  1. README.md +19 -3
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@@ -13,7 +13,8 @@ metrics: [cer, wer]
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  A monolingual automatic speech recognition model for **Hebrew**, fine-tuned from
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  [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3). Part of **BuzzASR**,
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- a suite of 102 language-specialized ASR models (Findings of EMNLP 2026).
 
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  This model uses **simple fine-tuning (Whisper's tokenizer, ASR fine-tuning only)**.
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@@ -52,5 +53,20 @@ The language/task prompt is baked into the generation config, so no `language=`
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  ## Limitations
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  Monolingual (Hebrew only). Evaluated on FLEURS / Common Voice test splits; other domains or dialects may differ.
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- ## Citation
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- Project page: https://lemn-lab.github.io/buzzasr-docs/
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  A monolingual automatic speech recognition model for **Hebrew**, fine-tuned from
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  [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3). Part of **BuzzASR**,
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+ a suite of 102 language-specialized ASR models
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+ ([paper: arXiv:2609.09554](https://arxiv.org/abs/2609.09554), Findings of EMNLP 2026).
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  This model uses **simple fine-tuning (Whisper's tokenizer, ASR fine-tuning only)**.
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  ## Limitations
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  Monolingual (Hebrew only). Evaluated on FLEURS / Common Voice test splits; other domains or dialects may differ.
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+ ## Links & citation
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+ - **Paper:** https://arxiv.org/abs/2609.09554 (Findings of EMNLP 2026)
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+ - **Project page:** https://lemn-lab.github.io/buzz-asr/
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+ - **All models:** https://huggingface.co/BuzzASR
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+
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+ ```bibtex
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+ @misc{buzzasr2026,
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+ title = {BuzzASR: A Swarm of 100+ Monolingual Speech Recognition Models},
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+ author = {Shivam Singh and Aditya Yadavalli and Catherine Arnett and Alex Warstadt},
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+ year = {2026},
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+ eprint = {2609.09554},
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+ archivePrefix = {arXiv},
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+ primaryClass = {cs.CL},
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+ note = {Findings of the Association for Computational Linguistics: EMNLP 2026},
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+ url = {https://arxiv.org/abs/2609.09554}
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+ }
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+ ```