- Deep Learning for Music Analysis and Generation, NTU
COMME5070, 2024 Fall
- Official
course website at NTU (access limited): https://cool.ntu.edu.tw/courses/41158
- Slides: https://github.com/affige/DeepMIR/
- Syllabus
- W1.
Introduction to the course
- W2.
Fundamentals of musical audio
- W3.
Music classification and transcription
- W4.
Source separation
- W5. GAN
& Vocoders
- W7.
Fundamentals of symbolic music
- W8.
Symbolic MIDI generation
- W9.
Synthesis and style transfer
- W10.
Singing voice generation
- W11.
Text-to-music generation
- W13.
Differentiable DSP models and automatic mixing
- W14.
Miscellaneous Topics