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ResearchNovember 2, 2026

Incongruence-Aware Evaluation of Multimodal Speech Emotion Recognition in Audio Large Language Models

arXiv:2610.40883v1 Announce Type: new Abstract: Voice-interactive large language models process both what a speaker says and how they say it, yet the two channels do not always agree. We ask whether that disagreement degrades speech emotion recognition. Mapping text and audio…

Fengji Jing, Guy Laban·arXiv — cs.AI
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  • 01.arXiv:2610.40883v1 Announce Type: new Abstract: Voice-interactive large language models process both what a speaker says and how they say it, yet the two channels do not always agree
  • 02.We ask whether that disagreement degrades speech emotion recognition
  • 03.Mapping text and audio…

This material is provided as an extended analytical summary.

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