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Attention-based fusion for multimodal sentiment analysis using emotion mapping from behavioral, physiological, and textual signals

Abstract Multimodal Sentiment Analysis (MSA) involves integrating diverse data modalities—such as physiological signals, speech, and textual input—to predict human emotions with higher reliability than unimodal approaches. However, key challenges persist in modeling cross-modal interactions, handlin...

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Autors principals: Poorva Tiwari, Aravinth J
Format: Artigo
Idioma:Inglês
Publicat: Springer 2026-05-01
Col·lecció:Discover Applied Sciences
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Accés en línia:https://doi.org/10.1007/s42452-026-08733-8
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