Abstract: Highlights•This work focuses on the dynamic interactions during information fusion process.•We propose a multiview multimodal fusion that retains more interactive information.•We implement multimodal information fusion within each speaker and between different speakers.•Experiments on IEMOCAP and MELD show state-of-the-art results.
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