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When Misinformation Speaks and Converses: Rethinking Fact-Checking in Audio Platforms

arXiv cs.CL · 2026-04-21 Cached

This position paper argues that audio misinformation on platforms like podcasts and WhatsApp voice notes is structurally different from text-based misinformation, carrying unique persuasive properties through prosody and conversational dynamics that existing fact-checking pipelines fail to address. The authors call for a rethinking of verification pipelines tailored to the spoken and conversational nature of audio media.

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