Parameter Inference of Music Synthesizers with Deep Learning
ADC - Audio Developer Conference via YouTube
Overview
Syllabus
Introduction
Motivation
Demo
Additive Synthesis
Subtractive Synthesis
Wavetable Synthesis
FM Synthesis
Other Methods
Why Parameter Inference
Parameters
References
Deep Learning Basics
Neural Network Blocks
Why Deep Learning
Building a Dataset
Syntheon
Json
Cnns
Serums
Other works
Selfsupervised learning
Differentiability
Differentiable DSP
Semisupervised learning
Discussion
Summary
References Shoutouts
Taught by
ADC - Audio Developer Conference