Hands-On Music Generation with Magenta: Explore the role of deep learning in music generation and assisted music composition
Author:   Alexandre DuBreuil
Publisher:   Packt Publishing Limited
ISBN:  

9781838824419


Pages:   360
Publication Date:   31 January 2020
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On Music Generation with Magenta: Explore the role of deep learning in music generation and assisted music composition


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Author:   Alexandre DuBreuil
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781838824419


ISBN 10:   1838824413
Pages:   360
Publication Date:   31 January 2020
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Introduction on Magenta and generative art Generating drum sequences with DrumsRNN Generating polyphonic melodies Score interpolation with MusicVAE Audio generation with GANSynth Data preparation and pipelines Training an existing model on a specific style Magenta in the browser with Magenta.js Making Magenta interact with music applications

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Author Information

Alexandre DuBreuil is a software engineer and generative music artist. Through collaborations with bands and artists, he has worked on many generative art projects, such as generative video systems for music bands in concerts that create visuals based on the underlying musical structure, a generative drawing software that creates new content based on a previous artist's work, and generative music exhibits in which the generation is based on real-time events and data. Machine learning has a central role in his music generation projects, and Alexandre has been using Magenta since its release for inspiration, music production, and as the cornerstone for making autonomous music generation systems that create endless soundscapes.

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