DocumentCode :
427566
Title :
Emotional recognition for chime bell music
Author :
Liu, Tao ; Sun, Shouqian ; Pan, Yunhe
Author_Institution :
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou, China
Volume :
1
fYear :
2004
fDate :
10-13 Oct. 2004
Firstpage :
568
Abstract :
Music emotion describes the inherent emotional connotation of a music clip. This work aims to apply fuzzy strategies to studying emotional recognition of digital chime bell music, and a three-layer hierarchical framework is presented to automate the task of music emotion recognition from chime bell music data, by consulting some music experts as well as music literature. Firstly, This work constructs an emotional loop as the emotional model for chime bell music. Secondly, a fuzzy multi-decision-making model for multi-object system and membership function are established. At last, by means of fuzzy math, the emotion of chime bell music is recognized. Experimental evaluations indicate that the proposed system can produce satisfactory results.
Keywords :
bells; decision making; emotion recognition; fuzzy systems; music; chime bell music; emotional recognition; fuzzy multidecision-making model; fuzzy system; multiobject system; Artificial neural networks; Computer science; Educational institutions; Emotion recognition; Expert systems; Fuzzy systems; Multiple signal classification; Music; Pattern recognition; Timbre;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN :
1062-922X
Print_ISBN :
0-7803-8566-7
Type :
conf
DOI :
10.1109/ICSMC.2004.1398360
Filename :
1398360
Link To Document :
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