Search icon CANCEL
Subscription
0
Cart icon
Close icon
You have no products in your basket yet
Save more on your purchases!
Savings automatically calculated. No voucher code required
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
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

Questions

  1. On what generative principle does the musical dice game rely upon?
  2. What stochastic-based generation technique was used in the first computerized generative piece of music, Illiac Suite?
  3. What is the name of the music genre where a live coder implements generative music on the scene?

  1. What model structure is important for tracking temporally distant events in a musical score?
  2. What is the difference between autonomous and assisting music systems?
  3. What are examples of symbolic and sub-symbolic representations?
  4. How is a note represented in MIDI?
  5. What frequency range can be represented without loss at a sample rate of 96 kHz? Is it better for listening to audio?
  6. In a spectrogram, a block of 1 second of intense color at 440 Hz is shown. What is being played?
  7. What different parts of a musical score can be generated with Magenta?
...
You have been reading a chapter from
Hands-On Music Generation with Magenta
Published in: Jan 2020 Publisher: ISBN-13: 9781838824419
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €14.99/month. Cancel anytime}