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Hands-On Music Generation with Magenta

You're reading from  Hands-On Music Generation with Magenta

Product type Book
Published in Jan 2020
Publisher
ISBN-13 9781838824419
Pages 360 pages
Edition 1st Edition
Languages
Author (1):
Alexandre DuBreuil Alexandre DuBreuil
Profile icon Alexandre DuBreuil

Table of Contents (16) Chapters

Preface 1. Section 1: Introduction to Artwork Generation
2. Introduction to Magenta and Generative Art 3. Section 2: Music Generation with Machine Learning
4. Generating Drum Sequences with the Drums RNN 5. Generating Polyphonic Melodies 6. Latent Space Interpolation with MusicVAE 7. Audio Generation with NSynth and GANSynth 8. Section 3: Training, Learning, and Generating a Specific Style
9. Data Preparation for Training 10. Training Magenta Models 11. Section 4: Making Your Models Interact with Other Applications
12. Magenta in the Browser with Magenta.js 13. Making Magenta Interact with Music Applications 14. Assessments 15. Other Books You May Enjoy

Installing the code editing software

In this section, we'll recommend optional software regarding code editing. While not mandatory, it might help considerably to use them, especially for newcomers, for whom plain code editing software can be daunting.

Installing Jupyter Notebook (optional)

Notebooks are a great way of sharing code that contains text, explanations, figures, and other rich content. It is used extensively in the data science community because it can store and display the result of long-running operations, while also providing a dynamic runtime to edit and execute the content in.

The code for this book is available on GitHub as plain Python code, but also in the form of Jupyter Notebooks. Each chapter will...

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Hands-On Music Generation with Magenta
Published in: Jan 2020 Publisher: ISBN-13: 9781838824419
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