Deep Learning Techniques for Music Generation

by Jean-Pierre Briot, François-David Pachet, Gaëtan Hadjeres, et al.

This book is a survey and analysis of how deep learning can be used to generate musical content. The authors offer a comprehensive presentation of the foundations of deep learning techniques for music generation. They also develop a conceptual framework used to classify and analyze various types of architecture, encoding models, generation strategies, and ways to control the generation. The five dimensions of this framework are: objective (the...

• Format: Hardcover
• Language: English
• ISBN: 3319701622
• ISBN13: 9783319701622
• Release Date: November 2019
• Publisher: Springer
• Length: 284 Pages
• Weight: 1.36 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"