Neutone - Real-time AI Audio Plugin for DAWs
Offered By: ADC - Audio Developer Conference via YouTube
Course Description
Overview
Explore the innovative world of AI-powered audio processing in this 51-minute conference talk from the Audio Developer Conference (ADC22). Learn about Neutone, a groundbreaking real-time AI audio plugin for Digital Audio Workstations (DAWs) that bridges the gap between AI research and creative audio production. Discover how this VST/AU plugin enables music and audio creators to experiment with cutting-edge deep learning technologies without the steep learning curve of programming in Python or using dedicated GPU hardware. Gain insights into timbre transfer models, deep learning-powered effects, and the plugin's ability to run in real-time on CPU. Follow along as Andrew Fyfe and Christopher Mitcheltree demonstrate the plugin, discuss its development workflow, and explore collaboration opportunities in this exciting field of AI-driven audio processing.
Syllabus
Introduction
What is Neutone
Why build Neutone
Example
Existing workflow
Big Yuki
Plugin Overview
Demo
SDK
Development workflow
Download the plugin
Upload your model
Building a universal VST
Flow of audio
Python Deep Modeling
Collab Notebook
Examples
Collaboration opportunities
Questions
Taught by
ADC - Audio Developer Conference
Related Courses
Deep Learning with Python and PyTorch.IBM via edX Introduction to Machine Learning
Duke University via Coursera How Google does Machine Learning em Português Brasileiro
Google Cloud via Coursera Intro to Deep Learning with PyTorch
Facebook via Udacity Secure and Private AI
Facebook via Udacity