2012 International Conference on Computational Intelligence and Software Engineering (CiSE 2012)(E-BOOK)

Wuhan,China,2012-12-142012-12-162012

ISBN: 978-1-61896-036-8 Scientific Research Publishing

E-Book 275pp Pub. Date: December 2012

Category: Computer Science & Communications

Price: $100

Title: Research in Music Emotion Detection by Computer
Source: 2012 International Conference on Computational Intelligence and Software Engineering (CiSE 2012)(E-BOOK) (pp 9-12)
Author(s): Yichen Qu, Digital Art Lab SE, SJTU Shanghai, China
Abstract: Music emotion is influenced by many features such as melody line, bass line rhythm, tempo, acoustic characters velocity and intensity. To detect the emotion that a musical piece represents, it is very important to extract some proper features from music and build a model based on them. In this research, some new features, including two main parts, are extracted. And a new model, using the features, about music emotion automatic detection based on BP neural network is proposed. The test results prove good accuracy of this method. Finally, the result and the future work are discussed.
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