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08/01/2021
Is Disentanglement enough? On Latent Representations for Controllable Music Generation
Improving controllability or the ability to manipulate one or more attri...
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04/19/2021
An Interdisciplinary Review of Music Performance Analysis
A musical performance renders an acoustic realization of a musical score...
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08/01/2020
Score-informed Networks for Music Performance Assessment
The assessment of music performances in most cases takes into account th...
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07/29/2020
dMelodies: A Music Dataset for Disentanglement Learning
Representation learning focused on disentangling the underlying factors ...
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04/11/2020
Attribute-based Regularization of VAE Latent Spaces
Selective manipulation of data attributes using deep generative models i...
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07/10/2019
Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs
Deep generative models for symbolic music are typically designed to mode...
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07/02/2019
Learning to Traverse Latent Spaces for Musical Score Inpainting
Music Inpainting is the task of filling in missing or lost information i...
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06/29/2019
Music Performance Analysis: A Survey
Music Information Retrieval (MIR) tends to focus on the analysis of audi...
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05/03/2017
