An evolutionary computation approach to intelligent music production informed by experimentally gathered domain knowledge

Wilson, AD and Fazenda, BM 2016, An evolutionary computation approach to intelligent music production informed by experimentally gathered domain knowledge , in: 2nd AES Workshop on Intelligent Music Production (WIMP), 13 Sep 2016, London, UK.

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Abstract

A novel methodology for intelligent music production has been developed using evolutionary computation. Mixes are generated by exploration of a “mix-space”, which consists of a series of inter-channel volume ratios, allowing efficient generation of random mixes. An interactive genetic algorithm was used, allowing the user to rate mixes and guide the system towards their ideal mix. Currently, fitness evaluation is subjective but can be aided by specific domain knowledge obtained from a large-scale study of real mixes.

Item Type: Conference or Workshop Item (Paper)
Schools: Schools > School of Computing, Science and Engineering > Salford Innovation Research Centre (SIRC)
Journal or Publication Title: Proceedings of the 2nd AES Workshop on Intelligent Music Production
Depositing User: AD Wilson
Date Deposited: 08 Nov 2017 09:14
Last Modified: 09 Nov 2017 08:10
URI: http://usir.salford.ac.uk/id/eprint/44278

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