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Communication Dans Un Congrès Année : 2016

MorpheuS: automatic music generation with recurrent pattern constraints and tension profiles

Résumé

Generating music with long-term structure is one of the main challenges in the field of automatic composition. This article describes MorpheuS, a music generation system. MorpheuS uses state-of-the-art pattern detection techniques to find repeated patterns in a template piece. These patterns are then used to constrain the generation process for a new polyphonic composition. The music generation process is guided by an efficient optimization algorithm, variable neighborhood search, which uses a mathematical model of tonal tension to derive its objective function. The ability to generate music according to a tension profile could be useful in a game or film music context. Pieces generated by MorpheuS have been performed in live concerts.
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Dates et versions

hal-03278537 , version 1 (05-07-2021)

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Dorien Herremans, Elaine Chew. MorpheuS: automatic music generation with recurrent pattern constraints and tension profiles. Proceedings of IEEE TENCON, - 2016 IEEE Region 10 Conference, Nov 2016, Singapore, Singapore. pp.282-285, ⟨10.1109/TENCON.2016.7848007⟩. ⟨hal-03278537⟩
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