© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022
M. Paluszek et al.Practical MATLAB Deep Learninghttps://doi.org/10.1007/978-1-4842-7912-0_14

14. Generative Modeling of Music

Michael Paluszek1  , Stephanie Thomas2   and Eric Ham2  
(1)
Plainsboro, NJ, USA
(2)
Princeton, NJ, USA
 

14.1 Introduction

Generative machine learning (ML) models are a class of models that allow you to create new data by modeling the data generating distribution. For example, a generative model trained on images of human faces would learn what features constitute a realistic human face and how to combine them to generate novel human face images. For a fun demonstration of the power of ML-based human face generation, check ...

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