DocumentCode :
2302855
Title :
Rhythm generation method for automatic musical composition using genetic algorithm
Author :
Maeda, Yoichiro ; Kajihara, Yusuke
Author_Institution :
Dept. of Human & Artificial Intell. Syst., Univ. of Fukui, Fukui, Japan
fYear :
2010
fDate :
18-23 July 2010
Firstpage :
1
Lastpage :
7
Abstract :
In recent years, genetic algorithm (GA) and interactive genetic algorithm (IGA) are usually used for the sound generation process in the field of computer music. However, it is difficult to just handle these methods directly for the music composition. In this research we have already proposed a music composition system based on the Twelve-tone Technique which uses twelve notes of the chromatic scale equally and composes the music step by step. We have designed the fitness function based on the relation between the consonant interval and dissonant interval that are a part of general musical theory and performed the automatic generation of twelve-tone row by searching the consonant tone row with GA. In the next step, we design a fitness function for evaluating the rhythm that we defined. In this paper, we propose an automatic rhythm generation method and try to obtain the musical rhythm using GA.
Keywords :
genetic algorithms; music; IGA; automatic musical composition; chromatic scale; computer music; consonant interval; dissonant interval; fitness function; interactive genetic algorithm; musical theory; rhythm generation method; sound generation process; twelve-tone technique; Encoding; Equations; Genetic algorithms; Humans; Mathematical model; Rhythm; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
ISSN :
1098-7584
Print_ISBN :
978-1-4244-6919-2
Type :
conf
DOI :
10.1109/FUZZY.2010.5584069
Filename :
5584069
Link To Document :
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