3D Convolutional Recurrent Global Neural Network for Speech Emotion Recognition

2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)(2020)

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摘要
Nowadays emotion recognition has become the most interesting topic due its important role in Human Computer Interaction (HCI). Speech emotion recognition is a part of this topic which is gaining more popularity in the last years. To recognize emotion, many methods have been developed using machine learning. In this work, we use a deep neural network which takes as input personalized features. To test our proposed system we used several databases with different languages to train and to evaluate our model.
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关键词
speech emotion recognition,convolutional neural networks,recurrent neural networks,log-mels
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