arXivAudio AI
Hearing the Truth: VeriSpeak Exposes the Text-Speech Modality Gap in Fact-Checking
聽見真假：VeriSpeak 揭示語音語言模型在事實查核中的「模態差距」
This study introduces VeriSpeak, a benchmark for speech-based fact-checking, revealing a critical text-speech modality gap in Large Audio Language Models (LALMs) and demonstrating how explicit reasoning with retrieval achieves 86.1% accuracy.
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