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John H. L. Hansen

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#machine learning Preprint Sep 2026

Differential Attention Unlocks Complementary EEG and Speech Fusion for Emotion Recognition

EmoSpeechBrain is introduced, a multimodal framework built on the insight that noise suppression is a precondition for effective fusion, and shows that once EEG noise is suppressed, fusion delivers gains that naive combination cannot.

Philip H. Lee, Shreeram Suresh Chandra, John H. L. Hansen · 0 citations

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