Relating Human Perception of Musicality to Prediction in a Predictive Coding Model

2 code implementations • 29 Oct 2022 • Nikolas McNeal, Jennifer Huang, Aniekan Umoren, Shuqi Dai, Roger Dannenberg, Richard Randall, Tai Sing Lee

Our findings suggest that predictability is correlated with human perception of musicality and that a predictive coding neural network trained on music can be used to characterize the features and motifs contributing to human perception of music.

Self-Supervised Learning