- Deep Learning for Music Analysis and Generation, NTU
COMME5070, 2026 Fall
- Official
course website at NTU (access limited): https://cool.ntu.edu.tw/courses/65378
- Slides: https://github.com/affige/DeepMIR/
- Syllabus
- W1.
Introductions & fundamentals of musical audio
- W2.
Music classification & transcription
- W3.
Music foundation models & audio language models
- W4.
Source Separation & vocoders
- W5.
Symbolic music generation I
- W6.
Symbolic music generation II
- W7.
Musical Audio Generation I: codec models
- W8.
Musical Audio Generation II: latent models
- W9.
Musical Audio Generation III: lyrics-to-song
generation
- W10.
Musical Audio Generation IV: cover-gen &
MIDI-to-audio
- W11.
Effect modeling & automatic mixing
- W13.
Miscellaneous topics
- W14.
Miscellaneous topics