Extraction and Evaluation Model for the Basic Characteristics of MIDI File Music

摘要：

　　The audio track of music melody includes a lot of useful information of music melody,which is the basic of music character recognition and also the premise work in the design of the performance plan of music foundation.Five eigenvectors : pitch,length,tone tempo and strength are extracted for the expression of music melody,by which,the basic music character recognition system can be set up.A emotion model is formed by using BP neural network.200 songs with different emotional characteristic songs will be used as the sample data for the training and validation of the neural network.The results of validation shows the effectiveness of the emotion model.

关键词： Basic Character of Music The main track recognition BP neural network

作者: Zhao Wei Li Xiaoli Li Yang

作者单位: School of Automation and Electrical Engineering,University of Science and Technology Beijing,Beijing School of Automation and Electrical Engineering,University of Science and Technology Beijing,Beijing International Studies,Communication University of China(CUC),Beijing,100024

会议类型: 国际会议

会议名称: 第26届中国控制与决策会议(2014 CCDC)

会议地点: 长沙

会议语种:英文

页码: 2083-2087

在线出版日期: 2014-05-31（万方平台首次上网日期，不代表论文的发表时间）