Artificial intelligence methods for music generation: a review and future perspectives

M Kaliakatsos-Papakostas, A Floros… - … -Inspired Computation and …, 2020 - Elsevier
Applying artificial intelligence (AI) methods for music generation has been attracting the
interest of researchers since the first days of computing. Music has self-referentiality, ie, does …

Evolutionary music: applying evolutionary computation to the art of creating music

R Loughran, M O'Neill - Genetic Programming and Evolvable Machines, 2020 - Springer
We present a review of the application of genetic programming (GP) and other variations of
evolutionary computation (EC) to the creative art of music composition. Throughout the …

Computational intelligence in music composition: A survey

CH Liu, CK Ting - IEEE Transactions on Emerging Topics in …, 2016 - ieeexplore.ieee.org
Composing music is an inspired yet challenging task, in that the process involves many
considerations such as assigning pitches, determining rhythm, and arranging …

EvoComposer: an evolutionary algorithm for 4-voice music compositions

R De Prisco, G Zaccagnino, R Zaccagnino - Evolutionary computation, 2020 - direct.mit.edu
Evolutionary algorithms mimic evolutionary behaviors in order to solve problems. They have
been successfully applied in many areas and appear to have a special relationship with …

Composing fifth species counterpoint music with a variable neighborhood search algorithm

D Herremans, K Sörensen - Expert systems with applications, 2013 - Elsevier
In this paper, a variable neighborhood search (VNS) algorithm is developed and analyzed
that can generate fifth species counterpoint fragments. The existing species counterpoint …

Recent advances of computational intelligence techniques for composing music

YW Wen, CK Ting - IEEE Transactions on Emerging Topics in …, 2022 - ieeexplore.ieee.org
Music exerts a ubiquitous influence on human cultures and daily lives. Composing music is
deemed rather complicated because it involves various factors (eg, instruments, melodies …

[PDF][PDF] An idiom-independent representation of chords for computational music analysis and generation

E Cambouropoulos, MA Kaliakatsos-Papakostas… - ICMC, 2014 - academia.edu
In this paper we focus on issues of harmonic representation and computational analysis. A
new idiomindependent representation is proposed of chord types that is appropriate for …

Evolutionary Generative Models

J Correia, F Baeta, T Martins - Handbook of Evolutionary Machine …, 2023 - Springer
In the last decade, generative models have seen widespread use for their ability to generate
diverse artefacts in an increasingly simple way. Historically, the use of evolutionary …

Composing first species counterpoint with a variable neighbourhood search algorithm

D Herremans, K Sörensen - Journal of Mathematics and the Arts, 2012 - Taylor & Francis
In this article, a variable neighbourhood search (VNS) algorithm is developed that can
generate musical fragments consisting of a melody for the cantus firmus and the first species …

[PDF][PDF] Probabilistic harmonization with fixed intermediate chord constraints.

M Kaliakatsos-Papakostas, E Cambouropoulos - ICMC, 2014 - ikee.lib.auth.gr
During the last decades, several methodologies have been proposed for the harmonization
of a given melody with algorithmic means. Among the most successful are methodologies …