18 citations · 57 across the 8 of their papers we have counts for
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cs.SD2018★ 16 cited
Modulated Variational auto-Encoders for many-to-many musical timbre transfer
Adrien Bitton, Philippe Esling, Axel Chemla-Romeu-Santos
Generative models have been successfully applied to image style transfer and domain translation. However, there is still a wide gap in the quality of results when learning such tas…
cs.SD2018★ 18 cited
Generative timbre spaces: regularizing variational auto-encoders with perceptual metrics
Philippe Esling, Axel Chemla--Romeu-Santos, Adrien Bitton
Timbre spaces have been used in music perception to study the perceptual relationships between instruments based on dissimilarity ratings. However, these spaces do not generalize t…