DocumentCode :
389438
Title :
Interactive music composition system
Author :
Unehara, Muneyuki ; Onisawa, Takehisa
Author_Institution :
Onisawa Lab., Tsukuba Univ., Ibaraki, Japan
Volume :
6
fYear :
2002
fDate :
6-9 Oct. 2002
Abstract :
The purpose of this study is to construct an interactive system which composes a musical work satisfying each user. This study makes a great importance to human subjectivity toward music, and constructs a music composition system reflecting each user´s feeling. The system uses 3 types of user evaluations toward music to generate 16-bars musical work. The interactive genetic algorithm is applied to the present system, and user evaluations are employed instead of GA´s objective fitness functions. In this paper, chromosomes, which have information on 4-bars musical work, are generated in the pool, and the GA operations based on user evaluations are executed to them. From the results of the evaluation experiments, it is found that our system composes music reflecting user´s feeling.
Keywords :
audio user interfaces; genetic algorithms; interactive systems; music; 4-bars musical work; chromosomes; human subjectivity; interactive genetic algorithm; interactive music composition system; interactive system; objective fitness functions; user evaluations; Art; Computer graphics; Evolutionary computation; Genetic algorithms; Home computing; Humans; Medical treatment; Multiple signal classification; Music; Reflection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
ISSN :
1062-922X
Print_ISBN :
0-7803-7437-1
Type :
conf
DOI :
10.1109/ICSMC.2002.1175630
Filename :
1175630
Link To Document :
بازگشت