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News/Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision

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arXiv:2603.07025v2 Announce Type: replace Abstract: Speech Large Language Models (LLMs) that understand and follow instructions in many languages are useful for real-world interaction, but are difficult to train with supervised fine-tuning, requiring large, task-specific speech corpora. While recent

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