3 papers
cs.SD2025
Expressive Music Data Processing and Generation
Jingwei Liu
Musical expressivity and coherence are indispensable in music composition and performance, while often neglected in modern AI generative models. In this work, we introduce a listen…
stat.ML2025
Unfaithful Probability Distributions in Binary Triple of Causality Directed Acyclic Graph
Jingwei Liu
Faithfulness is the foundation of probability distribution and graph in causal discovery and causal inference. In this paper, several unfaithful probability distribution examples a…
cs.SD2024
Expressive MIDI-format Piano Performance Generation
Jingwei Liu
This work presents a generative neural network that's able to generate expressive piano performance in MIDI format. The musical expressivity is reflected by vivid micro-timing, ric…