Title :
Music´s Affective Computing Model Based on Fuzzy Logic
Author :
Liu, Tao ; Zhu, Bin ; Sun, Shouqian ; Yang, Cheng
Author_Institution :
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou
Abstract :
Music´s affective computing model is an important research hotspot in computer music, which can be widely used in intelligent control, multimedia retrieval, human-machine interaction and entertainment robot. On the basis of analyzing the features of music´ emotion connotation and its relation with basic audial elements, this paper brings forward some rules on music affective computing, and then constructs the architecture of music´s emotion linguistic variable and defines the emotion based on fuzzy logic and Hevner´s emotion loop. Afterwards, the paper illustrates the lens model of emotional communication and its utilization in fuzzy reasoning. Lastly, research on emotion recognition of music is described based on the affective computing model
Keywords :
emotion recognition; fuzzy logic; fuzzy reasoning; music; psychology; Hevner emotion loop; computer music; emotion linguistic variable; emotion recognition; emotional communication; entertainment robot; fuzzy logic; fuzzy reasoning; human-machine interaction; intelligent control; lens model; multimedia retrieval; music affective computing model; Computer architecture; Fuzzy logic; Fuzzy reasoning; Human robot interaction; Intelligent control; Intelligent robots; Lenses; Man machine systems; Multimedia computing; Music information retrieval; Hevner´s emotion loop; emotion recognition; fuzzy logic; music´s affective computing model; the lens model;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713837
