Title :
An emotional harmony generation system
Author :
Xu, Bin ; Wang, Shangfei ; Li, Xian
Author_Institution :
Key Lab. of Comput. & Communicating Software of Anhui Province, Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
This paper proposes an emotional harmony composition system using a series of predefined rules and interactive genetic algorithm. Two kinds of rules are defined: One is harmony composition rules used for composing harmony and the other is harmony emotion rules which may indicate the mapping between harmonic elements and a specific emotion of either happiness or sadness. Interactive genetic algorithm is applied to incorporate users´ subjective perception in the generated harmony. Both subjective and objective experiments are conducted to prove the effectiveness of our approach.
Keywords :
behavioural sciences computing; genetic algorithms; music; emotional harmony composition system; emotional harmony generation system; harmony composition rules; harmony emotion rules; interactive genetic algorithm; Artificial intelligence; Converters; Genetics; Harmonic analysis; Humans; Music; User interfaces;
Conference_Titel :
Evolutionary Computation (CEC), 2010 IEEE Congress on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6909-3
DOI :
10.1109/CEC.2010.5586210