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08/04/2020
Neural Granular Sound Synthesis
Granular sound synthesis is a popular audio generation technique based o...
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08/04/2020
Timbre latent space: exploration and creative aspects
Recent studies show the ability of unsupervised models to learn invertib...
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07/31/2020
Ultra-light deep MIR by trimming lottery tickets
Current state-of-the-art results in Music Information Retrieval are larg...
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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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07/13/2020
Vector-Quantized Timbre Representation
Timbre is a set of perceptual attributes that identifies different types...
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04/12/2019
Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders
Generative models have thrived in computer vision, enabling unprecedente...
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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