Multimodal emotion analysis involves the integration of information from various modalities to better understand human emotions. In this paper. we propose the Cross-modal Emotion Recognition based on multi-layer semantic fusion (CM-MSF) model. which aims to leverage the complementarity of important information between modalities and extract advanced features in an adaptive manner. https://safeersappliancers.shop/product-category/neff-n50-hlawd53n0b-built-in-solo-microwave-900-watt-25-l-black/