Practical MATLAB Deep Learning: A Projects-Based Approach

© 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 out [44].

This ...