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 …

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 …

Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition

R Abboud, J Tekli - Soft Computing, 2020 - Springer
Over the past years, several approaches have been developed to create algorithmic music
composers. Most existing solutions focus on composing music that appears theoretically …

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 …

Automatic music composition using genetic algorithm and artificial neural networks

IA Doush, A Sawalha - Malaysian Journal of Computer Science, 2020 - adum.um.edu.my
The aim of this paper is to automatically compose new pleasing music from randomly
generated notes without human intervention. To achieve this goal, Genetic Algorithm was …

A novel automatic composition system using evolutionary algorithm and phrase imitation

CK Ting, CL Wu, CH Liu - IEEE Systems Journal, 2015 - ieeexplore.ieee.org
Music is a significant achievement of human activities and culture. Composing music is a
complex and challenging task in that many factors, such as scale, key, chord, rhythm, and …

Interactive music composition driven by feature evolution

MA Kaliakatsos-Papakostas, A Floros, MN Vrahatis - SpringerPlus, 2016 - Springer
Evolutionary music composition is a prominent technique for automatic music generation.
The immense adaptation potential of evolutionary algorithms has allowed the realisation of …

Monophonic music composition using genetic algorithm and Bresenham's line algorithm

S Shukla, H Banka - Multimedia Tools and Applications, 2022 - Springer
Music composition is one of the oldest artistic pursuits. The role of machine in automatic
generation of creative artworks, like music, is still an explorable area. In this paper, a new …

AI-Composed Music for User Preference Using Reinforcement Learning

D Mysliwiec - 2023 - essay.utwente.nl
Artificial intelligence has become a powerful tool in automatic music generation and music
recommendation systems thanks to the field's rapid development. Nonetheless, few …

A multi-objective evolutionary approach to automatic melody generation

J Jeong, Y Kim, CW Ahn - Expert Systems with Applications, 2017 - Elsevier
Existing evolutionary approaches to automatic composition generate only a few melodies in
a certain style that is specified by the setting of parameters or the design of fitness functions …