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

**Published:** November 2, 2026
**Author:** Fengji Jing, Guy Laban
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/incongruence-aware-evaluation-of-multimodal-speech-emotion-recognition-i

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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.40883)

**Tags:** #arXiv

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