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Audio LLMs

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04:00
2026-09-28
arxiv.org
artificial-intelligence

Audio LLMs Know When They Can't Hear You

A lightweight reliability predictor built on a frozen Audio LLM's audio-encoder representations detects unreliable speech transcriptions with 81.10% in-domain and 78.09% cross-domain macro-F1, outperf…

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Direct Preference Optimization 1 English-Mandarin 1 arXiv 1
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large language models 2 natural language processing 2 artificial intelligence 2 ai research 2 machine learning 1