Title :
Music emotional classification and continuous model
Author :
Wang, Jijun ; Chen, Ning ; Zhang, Kuo
Author_Institution :
Adv. Design Technol. Center, Dalian Univ., Dalian, China
Abstract :
Music emotional classification and emotional modeling is a promising and challenging direction for research. In this paper, we put forward music emotional classification method based on BP Neural Network, establish music emotional continuous model, design a music emotional coding, and explain these methods combining with cases in detail. As shown as experiments, these methods have achieved ideal effect.
Keywords :
backpropagation; emotion recognition; music; neural nets; speech coding; BP Neural Network; music emotional classification; music emotional coding; music emotional continuous model; Application software; Art; Computer science; Curve fitting; Evolution (biology); Humans; Neural networks; Psychology; Statistical analysis; Statistics; BP Neural Network; classification; continuous model; emotional coding;
Conference_Titel :
Software Engineering and Data Mining (SEDM), 2010 2nd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-7324-3
Electronic_ISBN :
978-89-88678-22-0
