36 citations · 223 across the 30 of their papers we have counts for
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A database linking piano and orchestral MIDI scores with application to automatic projective orchestration
Léopold Crestel, Philippe Esling, Lena Heng +1
This article introduces the Projective Orchestral Database (POD), a collection of MIDI scores composed of pairs linking piano scores to their corresponding orchestrations. To the b…
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…
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…