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