Interactive Evolution of 8-bit melodies with Genetic Programming towards finding aesthetic measures for sound

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Kaliakatsos:2012:EvoMUSART,

• author = "Maximos Kaliakatsos-Papakostas and Michael Epitropakis and Andreas Floros and Michael Vrahatis",
• title = "Interactive Evolution of 8-bit melodies with Genetic Programming towards finding aesthetic measures for sound",
• booktitle = "Proceedings of the 1st International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, EvoMUSART 2012",
• year = "2012",
• month = "11-13 " # apr,
• editor = "Penousal Machado and Juan Romero and Adrian Carballal",
• series = "LNCS",
• volume = "7247",
• publisher = "Springer Verlag",
• address = "Malaga, Spain",
• pages = "141--152",
• organisation = "EvoStar",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-642-29141-8",
• DOI = "doi:10.1007/978-3-642-29142-5_13",
• abstract = "The efficient specification of aesthetic measures for music as a part of modelling human conception of sound is a challenging task and has motivated several research works. It is not only targeted to the creation of automatic music composers and raters, but also reinforces the research for a deeper understanding of human noesis. The aim of this work is twofold: first, it proposes an Interactive Evolution system that uses Genetic Programming to evolve simple 8-bit melodies. The results obtained by subjective tests indicate that evolution is driven towards more user-preferable sounds. In turn, by monitoring features of the melodies in different evolution stages, indications are provided that some sound features may subsume information about aesthetic criteria. The results are promising and signify that further study of aesthetic preference through Interactive Evolution may accelerate the progress towards defining aesthetic measures for sound and music.",
• notes = "Part of \cite{Machado:2012:EvoMusArt_proc} EvoMUSART'2012 held in conjunction with EuroGP2012, EvoCOP2012, EvoBIO2012 and EvoApplications2012",

}

Genetic Programming entries for Maximos A Kaliakatsos-Papakostas Michael G Epitropakis Andreas Floros Michael N Vrahatis

Citations