GCT634: Musical Applications of Machine Learning
This is a note of GCT634, a graduate level music tech course by KAIST. Digital Signal Processing has been the primary computational method in the development of music technology, and Machine Learning is a novel method.
Instructor: Mr. Juhan Nam (남주한)
Pre-requisite: Linear Algebra, Probability and Statistics, Basic machine learning, and Python
The Week 1 lecture is on music representation. Please refer to Section 1 of MPA.
Assignments
- HW1: Musical Instrument Recognition
- HW2: Music Auto-Tagging
- HW3: Polyphonic Piano Transcription
- HW4: (Optional) Symbolic Music Generation
- Final Project