Uploaded December 2023 | Updated September 2026, 3 weeks ago

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Learn how to perform audio synthesis with the RAVE model (Realtime Audio Variational Autoencoder). We cover the architecture of this variational autoencoder. We also provide a practical session in a Jupyter notebook, where you can quickly generate sounds with RAVE.

Get code:
github.com/musikalkemist/generativemusicaicourse/blob/main/20.%20Audio%20generation%20with%20RAVE/Code/RAVE_demo.ipynb

Get the lecture slides:
github.com/musikalkemist/generativemusicaicourse/blob/main/20.%20Audio%20generation%20with%20RAVE/Slides/20.%20Audio%20generation%20with%20RAVE.pdf

Iran's YouTube channel:
youtube.com/@iran-r-roman/videos

Website of the Generative Music AI Workshop in Barcelona:
https://www.upf.edu/web/mtg/generative-music-ai-workshop

Sign up to The Sound of AI Slack Community to join the discussion:
valeriovelardo.com/the-sound-of-ai-community

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Become a Python ninja with my Advanced Python Programming course:
the-sound-of-ai-academy.teachable.com/p/advanced-python-programming

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linkedin.com/in/valeriovelardo

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twitter.com/musikalkemist

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Content
0:00 Intro
1:58 Iran's presentation
2:50 Overview
3:18 How RAVE works
5:40 Generating sounds with rave
14:28 Outro