Hands-On Music Generation with Magenta

Hands-On Music Generation with Magenta will help you learn how to use the models in Magenta for generating percussion sequences, monophonic and polyphonic melodies in MIDI, and instrument sounds in raw audio. Through practical examples and in-depth explanations, you’ll understand ML models such as RNNs, VAEs, and GANs. (Limited-time offer)

Table of Contents

• Section 1: Introduction to Artwork Generation
• Introduction to Magenta and Generative Art
• Section 2: Music Generation with Machine Learning
• Generating Drum Sequences with the Drums RNN
• Generating Polyphonic Melodies
• Latent Space Interpolation with MusicVAE
• Audio Generation with NSynth and GANSynth
• Section 3: Training, Learning, and Generating a Specific Style
• Data Preparation for Training
• Training Magenta Models
• Section 4: Making Your Models Interact with Other Applications
• Magenta in the Browser with Magenta.js
• Making Magenta Interact with Music Applications
• Assessments

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