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March 3, 2026Engineering Applications of Artificial Intelligence3 citations

Deep multi-modal fusion transformer for emotion recognition

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QZQian ZhangChinese Academy of SciencesYLYifan LiuEast China University of Science and TechnologyBZBiaokai ZhuShanxi University of Traditional Chinese Medicine

Key Points

  • Emotion recognition accuracy improved significantly, indicating the effectiveness of the multi-modal fusion approach.
  • The transformer model uses advanced neural networks for integrating diverse input data types.
  • Feature extraction techniques were optimized for deeper insights into emotional cues from data.
  • Findings suggest that this method may enhance AI's capability to accurately interpret human emotions.
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Cite This Study

Zhang et al. (2026) studied this question.

synapsesocial.com/papers/69a75ffec6e9836116a2c62ahttps://doi.org/10.1016/j.engappai.2026.113967
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