A multimodal sentiment model based on causal gating attention mechanism
Zhiqiang Gan,
Xiang-e Sun,
Meihua Liu
Abstract:Utilising a cross-modal attention mechanism for multimodal feature integration may engender confounding effects, resulting indetrimental biases during modal interaction, and consequently impacting the outcomes of emotion classification. To addressthis issue, a cross-modal fusion network based on causal gating attention mechanism was proposed. First, a feature-maskingtext embedding module is utilised to enhance the semantic representation capability of both the audio and video modalities.Subsequently, a cross-m… Show more
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