Emotion as a Distribution: Joint Valence-Arousal Probability Learning for Speaker-Independent Multimodal Emotion Recognition

arXiv:2609.05755 · cs.SD, cs.CL · Submitted 2026-09-04 · Read on arXiv

cs.SD, cs.CL

Submitted: 2026-09-04

Updated: 2026-09-04

Comments: 18 pages, 8 figures. Submitted to Speech Communication. Code: https://github.com/brian10420/EchoMind-Mamba-VA-SER (archived: doi:10.5281/zenodo.21904810)

Code: https://github.com/brian10420/EchoMind-Mamba-VA-SER

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Transformer — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode

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