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cs.AI2026
Multimodal Hidden Markov Models for Persistent Emotional State Tracking
Anamika Ragu, Aneesh Jonelagadda
Tracking an interpretable emotional arc of a conversation via the sentiment of individual utterances processed as a whole is central to both understanding and guiding communication…
cs.AI2026
Uncertainty-Aware Multimodal Emotion Recognition through Dirichlet Parameterization
Rémi Grzeczkowicz, Eric Soriano, Ali Janati +4
In this work, we present a lightweight and privacy-preserving Multimodal Emotion Recognition (MER) framework designed for deployment on edge devices. To demonstrate framework's ver…