This is a tutorial entitled "Linearized Encoding Modeling: a Predictive Analysis Methodology for Music Perception", given at KSMPC (Korean Society for Music Perception and Cognition) Summer School 2024, Session3: Music and the Brain on the 7th of September, 2024, by Dr. Seung-Goo Kim from Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany.
- Introduction: Naturalistic Stimuli for Music Research
- Motivations: Predictive analysis for encoding modeling
- Methods: FIR, ridge, nested-CV, and inference
- Hands-on: MATLAB Live scripts
./docs/ presentation slides PDF
./code/ MATLAB Live script files with data
If you don't have access to a MATLAB license, you can run MATLAB live scripts on MATLAB Online Basic (free for 30 hours/month) with a free MathWorks account without a license:
https://drive.mathworks.com/sharing/cb9d7218-cfa4-4bef-abd2-6f03a6d953dc
(CC0-BY) seung-goo.kim@ae.mpg.de