Towards a brain controller interface for generating simple Berlin School style music with interactive genetic algorithms
Conference poster
James-Reynolds, C. and Currie, E. 2021. Towards a brain controller interface for generating simple Berlin School style music with interactive genetic algorithms. Bramer, M. and Ellis, R. (ed.) 41st SGAI International Conference on Artificial Intelligence (AI-2021). Cambridge, England [Online] 14 - 16 Dec 2021 Springer. pp. 377-382 https://doi.org/10.1007/978-3-030-91100-3_31
Type | Conference poster |
---|---|
Title | Towards a brain controller interface for generating simple Berlin School style music with interactive genetic algorithms |
Authors | James-Reynolds, C. and Currie, E. |
Abstract | A novel approach to generating music is presented using two interactive Genetic Algorithms with electroencephalogram inputs from two subjects as their fitness functions. Many interactive Genetic Algorithm approaches for generating music employ constrained solution spaces that only utilise notes from a given scale. Our work incorporates the use of mutation to extend the solution space through the inclusion of accidental notes. A thresholding approach is adopted, that allows riffs to be repeated until fitness drops, together with a ‘killswitch’ to ensure unpleasant sounding riffs are removed from the population. |
Keywords | Interactive genetic algorithm; Electro-encephalograph ; Music generation |
Research Group | Artificial Intelligence group |
Conference | 41st SGAI International Conference on Artificial Intelligence (AI-2021) |
Page range | 377-382 |
Proceedings Title | Artificial Intelligence XXXVIII: 41st SGAI International Conference on Artificial Intelligence, AI 2021, Cambridge, UK, December 14–16, 2021, Proceedings |
Series | Lecture Notes in Computer Science |
Editors | Bramer, M. and Ellis, R. |
ISSN | 0302-9743 |
Electronic | 1611-3349 |
ISBN | |
Paperback | 9783030910990 |
Electronic | 9783030911003 |
Publisher | Springer |
Publication dates | |
22 Dec 2021 | |
Online | 06 Dec 2021 |
Publication process dates | |
Deposited | 05 Nov 2021 |
Accepted | 31 Aug 2021 |
Output status | Published |
Accepted author manuscript | File Access Level Open |
Copyright Statement | This version of the contribution has been accepted for publication, after peer review (when applicable) but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/978-3-030-91100-3_31. Use of this Accepted Version is subject to the publisher’s Accepted Manuscript terms of use https://www.springernature.com/gp/open-research/policies/accepted-ma... |
Additional information | Short Application Stream Paper presented as a poster at the conference |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-030-91100-3_31 |
Web of Science identifier | WOS:000761626000031 |
Web address (URL) of conference proceedings | https://doi.org/10.1007/978-3-030-91100-3 |
Language | English |
https://repository.mdx.ac.uk/item/898w1
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