13 citations · 14 across the 3 of their papers we have counts for
4 papers · 1 filter
Relating Human Perception of Musicality to Prediction in a Predictive Coding Model
Nikolas McNeal, Jennifer Huang, Aniekan Umoren +4
We explore the use of a neural network inspired by predictive coding for modeling human music perception. This network was developed based on the computational neuroscience theory…
Controllable deep melody generation via hierarchical music structure representation
Shuqi Dai, Zeyu Jin, Celso Gomes +1
Recent advances in deep learning have expanded possibilities to generate music, but generating a customizable full piece of music with consistent long-term structure remains a chal…
Personalized Popular Music Generation Using Imitation and Structure
Shuqi Dai, Xichu Ma, Ye Wang +1
Many practices have been presented in music generation recently. While stylistic music generation using deep learning techniques has became the main stream, these models still stru…
Automatic Analysis and Influence of Hierarchical Structure on Melody, Rhythm and Harmony in Popular Music
Shuqi Dai, Huan Zhang, Roger B. Dannenberg
Repetition is a basic indicator of musical structure. This study introduces new algorithms for identifying musical phrases based on repetition. Phrases combine to form sections yie…