Musical Emotion Recognition Based On BP Neural Network

被引：0
|
作者：
Wang, Feifei [1 ]
机构：
[1] Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou 310027, Zhejiang, Peoples R China
来源：
2011 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1 AND 2: NEW ENGINES FOR INDUSTRIAL DESIGN: INTELLIGENCE - INTERACTION - SERVICES | 2011年
关键词：
musical emotions; back-propagation neural network; musical emotion recognition; Chinese folk music;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Music is full of emotion, and the emotion is the essence of music. In order to effectively identify the musical emotions, this paper presents that the back-propagation neural network method is applied to musical emotion recognition which is based on music clips feature database of Chinese folk music. According to BP neural network algorithm, cognitive model of musical emotions is constructed, and then four main types of emotions are identified.
引用
收藏
页码：735 / 738
页数：4
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