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Multimodal emotion recognition is a challenging research topic which has recently started to attract the attention of the research community. To better recognize the video users’ emotion, the research of multimodal emotion recognition based on audio and video is essential. Multimodal emotion recognition performance heavily depends on finding good shared feature representation. The good shared representation...
A neural network (NN) pruning method optimized with particle swarm optimization (PSO) algorithm is proposed in this paper. Correlation merging algorithm is an important pruning method in NN structure design. Unlike general training method with back-propagation (BP), this paper uses PSO algorithm in the pruning process. The PSO is used to optimize the initial parameters of the NN, including the weights...
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