Interactive Evolution of 8-bit melodies with Genetic Programming towards finding aesthetic measures for sound
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Kaliakatsos:2012:EvoMUSART,
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author = "Maximos Kaliakatsos-Papakostas and
Michael Epitropakis and Andreas Floros and Michael Vrahatis",
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title = "Interactive Evolution of 8-bit melodies with Genetic
Programming towards finding aesthetic measures for
sound",
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booktitle = "Proceedings of the 1st International Conference on
Evolutionary and Biologically Inspired Music, Sound,
Art and Design, EvoMUSART 2012",
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year = "2012",
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month = "11-13 " # apr,
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editor = "Penousal Machado and Juan Romero and
Adrian Carballal",
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series = "LNCS",
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volume = "7247",
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publisher = "Springer Verlag",
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address = "Malaga, Spain",
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pages = "141--152",
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organisation = "EvoStar",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-642-29141-8",
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DOI = "doi:10.1007/978-3-642-29142-5_13",
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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.",
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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