Musical Emotion Recognition Based On BP Neural Network

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.

关键词： musical emotions back-propagation neural network musical emotion recognition Chinese folk music

作者: Feifei WANG

作者单位: College of Computer Science and Technology Zhejiang University Hangzhou, Zhejiang Province 310027, China

会议类型: 国际会议

会议名称: 2011 IEEE 12th International Conference on Computer-Aided Industrial Design & Conceptual Design(2011年第12届国际计算机辅助工业设计与概念设计学术会议)

会议地点: 重庆

会议语种:英文

页码: 1-4

在线出版日期: 2011-12-01（万方平台首次上网日期，不代表论文的发表时间）