Completed
Serums
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Parameter Inference of Music Synthesizers with Deep Learning
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Motivation
- 3 Demo
- 4 Additive Synthesis
- 5 Subtractive Synthesis
- 6 Wavetable Synthesis
- 7 FM Synthesis
- 8 Other Methods
- 9 Why Parameter Inference
- 10 Parameters
- 11 References
- 12 Deep Learning Basics
- 13 Neural Network Blocks
- 14 Why Deep Learning
- 15 Building a Dataset
- 16 Syntheon
- 17 Json
- 18 Cnns
- 19 Serums
- 20 Other works
- 21 Selfsupervised learning
- 22 Differentiability
- 23 Differentiable DSP
- 24 Semisupervised learning
- 25 Discussion
- 26 Summary
- 27 References Shoutouts
