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05/11/2022
The Beyond the Fence Musical and Computer Says Show Documentary
During 2015 and early 2016, the cultural application of Computational Cr...
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06/16/2020
Assisted music creation with Flow Machines: towards new categories of new
This chapter reflects on about 10 years of research in AI- assisted musi...
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03/20/2019
Smart Edition of MIDI Files
We address the issue of editing musical performance data, in particular ...
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03/12/2019
The Skipping Behavior of Users of Music Streaming Services and its Relation to Musical Structure
The behavior of users of music streaming services is investigated from t...
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12/09/2017
Music Generation by Deep Learning - Challenges and Directions
In addition to traditional tasks such as prediction, classification and ...
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11/28/2017
Sampling Markov Models under Constraints: Complexity Results for Binary Equalities and Grammar Membership
We aim at enforcing hard constraints to impose a global structure on seq...
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09/05/2017
Deep Learning Techniques for Music Generation - A Survey
This book is a survey and an analysis of different ways of using deep le...
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07/14/2017
GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures
VAEs (Variational AutoEncoders) have proved to be powerful in the contex...
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12/03/2016
DeepBach: a Steerable Model for Bach Chorales Generation
This paper introduces DeepBach, a graphical model aimed at modeling poly...
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10/12/2016
Maximum entropy models for generation of expressive music
In the context of contemporary monophonic music, expression can be seen ...
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10/11/2016
Maximum entropy models capture melodic styles
We introduce a Maximum Entropy model able to capture the statistics of m...
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09/16/2016