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11/16/2022
Creative divergent synthesis with generative models
Machine learning approaches now achieve impressive generation capabiliti...
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11/16/2022
Challenges in creative generative models for music: a divergence maximization perspective
The development of generative Machine Learning (ML) models in creative p...
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07/31/2020
Diet deep generative audio models with structured lottery
Deep learning models have provided extremely successful solutions in mos...
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02/10/2020
Cross-modal variational inference for bijective signal-symbol translation
Extraction of symbolic information from signals is an active field of re...
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07/01/2019
Universal audio synthesizer control with normalizing flows
The ubiquity of sound synthesizers has reshaped music production and eve...
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09/29/2018
Modulated Variational auto-Encoders for many-to-many musical timbre transfer
Generative models have been successfully applied to image style transfer...
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05/22/2018
Generative timbre spaces: regularizing variational auto-encoders with perceptual metrics
Timbre spaces have been used in music perception to study the perceptual...
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05/22/2018