End-to-End Multimodal Emotion Recognition using Deep Neural Networks.

IEEE Journal of Selected Topics in Signal Processing(2017)

引用 486|浏览80
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摘要
Automatic affect recognition is a challenging task due to the various modalities emotions can be expressed with. Applications can be found in many domains including multimedia retrieval and human-computer interaction. In recent years, deep neural networks have been used with great success in determining emotional states. Inspired by this success, we propose an emotion recognition system using audi...
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关键词
Feature extraction,Emotion recognition,Affective computing,Machine learning,Hidden Markov models,Neural networks
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