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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

Sending MIDI to a DAW or synthesizer

Since the start of this book, we've been generating MIDI as physical files and then listening to them using either MuseScore or FluidSynth. This is a good way of composing music, generating new sequences, keeping the ones we like, and generating more based on them. But what if we'd like the MIDI notes to play continuously as the model generates them? This is a good way of making an autonomous music generation system, where Magenta is the composer, and an external program is a player, as it plays the notes it receives using instruments.

In this section, we'll be looking at how to send MIDI from Magenta to synthesizers or DAWs. We'll also show how to loop the sequences that are generated in Magenta and how to synchronize our Magenta program with the application it is sending the sequences to.

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