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Flat Latent Manifolds for Human-machine Co-creation of Music. (arXiv:2202.12243v2 [cs.SD] UPDATED)
July 25, 2022, 1:11 a.m. | Nutan Chen, Djalel Benbouzid, Francesco Ferroni, Mathis Nitschke, Luciano Pinna, Patrick van der Smagt
cs.LG updates on arXiv.org arxiv.org
The use of machine learning in artistic music generation leads to
controversial discussions of the quality of art, for which objective
quantification is nonsensical. We therefore consider a music-generating
algorithm as a counterpart to a human musician, in a setting where reciprocal
interplay is to lead to new experiences, both for the musician and the
audience. To obtain this behaviour, we resort to the framework of recurrent
Variational Auto-Encoders (VAE) and learn to generate music, seeded by a human
musician. …
More from arxiv.org / cs.LG updates on arXiv.org
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