Polyphonic Music Genre Transfer
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2021-07-12
Language
en
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Abstract
This work presents the rst research (to my knowledge) to perform multi-track, polyphonic
music genre transfer. In music genre transfer, the goal is to transfer some source musical
piece to a target musical genre. Polyphony refers to the property that any instrument is
able to play multiple notes per time step. The primary focus is on the data representation
{ most notably the representation of musical genre { that is optimal for polyphonic
music genre transfer, supported by in-depth data exploration. Music genre transfer was
performed using a generative adversarial network adapted from the image style transfer
literature. The output of the models was then evaluated using two surveys on musical and
transfer quality. Although the musical quality of the output did not match the musical
quality of real data, the results showed that the models are able to generate musical and
coherent pieces with satisfactory transfer quality.
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Faculteit der Sociale Wetenschappen