| 基于CNN_LSTM的语音情感识别系统设计 |
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| 引用本文： | 梁晓鸽,赵风海. 基于CNN_LSTM的语音情感识别系统设计[J]. 电声技术, 2020, 0(3): 27-28,36 |
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| 作者姓名： | 梁晓鸽 赵风海 |
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| 作者单位： | 南开大学电子信息与光学工程学院 |
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| 摘 要： | 本文设计了一种基于CNN和LSTM语音情感识别神经网络结构,其在识别多分类情感时表现良好,与使用单卷积核、双卷积核网络结构相比,本文结构表现更加优秀.
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| 关 键 词： | CNN LSTM 语音情感识别 特征提取 |
Design of speech emotion recognition system based on CNN_LSTM |
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| LIANG Xiaoge,ZHAO Fenghai. Design of speech emotion recognition system based on CNN_LSTM[J]. Audio Engineering, 2020, 0(3): 27-28,36 |
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| Authors: | LIANG Xiaoge ZHAO Fenghai |
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| Affiliation: | (School of Electronic Information and Optical Engineering,Nankai University,Tianjin 300350,China) |
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| Abstract: | In this paper,a neural network structure based on CNN and LSTM for speech emotion recognition is designed.It performs well in the recognition of multi-category emotions.Compared with the network structure using single convolution kernel and double convolution kernel,the structure of this paper performs better. |
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| Keywords: | CNN LSTM speech emotion recognition feature extraction |
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