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bulgarian

A monolingual automatic speech recognition model for **Bulgarian**, fine-tuned from openai/whisper-large-v3. Part of **BuzzASR**, a suite of 102 language-specialized ASR models (paper: arXiv:2609.09554, Findings of EMNLP 2026). > πŸ† **State-of-the-art (open-source).** On the combined FLEURS + Common Voice test set, this model > achieves the lowest CER of every open system we compare against: Whisper-large-v3, Omnilingual 1B/7B, MMS, Qwen3-ASR, and Cohere Transcribe. FLEURS + **Common Voice Corpus 25.0** (Mozilla, March 2025; https://commonvoice.mozilla.org/en/datasets), capped per the paper. Text-only data from the **Goldfish** corpus (Chang et al., 2026).

A monolingual automatic speech recognition model for **Bulgarian**, fine-tuned from openai/whisper-large-v3. Part of **BuzzASR**, a suite of 102 language-specialized ASR models (paper: arXiv:2609.09554, Findings of EMNLP 2026). > πŸ† **State-of-the-art (open-source).** On the combined FLEURS + Common Voice test set, this model > achieves the lowest CER of every open system we compare against: Whisper-large-v3, Omnilingual 1B/7B, MMS, Qwen3-ASR, and Cohere Transcribe. FLEURS + **Common Voice Corpus 25.0** (Mozilla, March 2025; https://commonvoice.mozilla.org/en/datasets), capped per the paper. Text-only data from the **Goldfish** corpus (Chang et al., 2026).

Sources

huggingface.co β†—