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Hands-On Music Generation with Magenta

You're reading from   Hands-On Music Generation with Magenta Explore the role of deep learning in music generation and assisted music composition

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Product type Paperback
Published in Jan 2020
Publisher
ISBN-13 9781838824419
Length 360 pages
Edition 1st Edition
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Author (1):
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Alexandre DuBreuil Alexandre DuBreuil
Author Profile Icon Alexandre DuBreuil
Alexandre DuBreuil
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Table of Contents (16) Chapters Close

Preface 1. Section 1: Introduction to Artwork Generation
2. Introduction to Magenta and Generative Art FREE CHAPTER 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?
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You have been reading a chapter from
Hands-On Music Generation with Magenta
Published in: Jan 2020
Publisher:
ISBN-13: 9781838824419
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