Automatic melody composition based on a probabilistic model of music style and harmonic rules

作者：

Highlights：

• A music compositor that generates new melodies of a selected music style is presented.

• Tempo and time signature are estimated.

• Reusable patterns are used for style-based music composition.

• A probabilistic model of rhythmic and pitch patterns is used for composition.

• Rules based on music theory concepts support the music composition process.

摘要

•A music compositor that generates new melodies of a selected music style is presented.•Tempo and time signature are estimated.•Reusable patterns are used for style-based music composition.•A probabilistic model of rhythmic and pitch patterns is used for composition.•Rules based on music theory concepts support the music composition process.

论文关键词：Automatic melody composition,Music style,Music analysis,Probabilistic model,Machine learning

论文评审过程：Received 22 March 2014, Revised 10 August 2014, Accepted 22 August 2014, Available online 28 August 2014.

论文官网地址：https://doi.org/10.1016/j.knosys.2014.08.018