52 citations · 183 across the 44 of their papers we have counts for
46 papers · 1 filter
Learning Music Style for Piano Arrangement Through Cross-Modal Bootstrapping
Jingwei Zhao, Gus Xia, Ziyu Wang +1
What is music style? Though often described using text labels such as "swing," "classical," or "emotional," the real style remains implicit and hidden in concrete music examples. I…
Calliphony: A Calligraphy-Driven Interface for Real-Time Generative Music Performance
Tristan Wu, Ruiji Yu, Gus Xia
While music generative models have recently gained significant attention, how they can be effectively integrated into live music performances still requires further exploration. Th…
DDSynth-RL: Audio Synthesizer Inversion via Discrete Diffusion with Reinforcement Learning
Tristan Wu, Daniel Chin, Junan Zhang +3
Synthesizer inversion is challenging for two main reasons: 1) Distinct parameter configurations can produce perceptually similar sounds. 2) Parameter-space losses often fail to ref…
Turning music identification into a neural forward pass
Muhammad Taimoor Haseeb, Ahmad Hammoudeh, Gus Xia
Search, a foundational operation in computer science, maps a query to a matching item in a collection. It is typically implemented as a System-2 like, rule-based pipeline in which…
ViTex: Visual Texture Control for Multi-Track Symbolic Music Generation via Discrete Diffusion Models
Xiaoyu Yi, Qi He, Gus Xia +1
In automatic music generation, a central challenge is to design controls that enable meaningful human-machine interaction. Existing systems often rely on extrinsic inputs such as t…
Automatic Melody Reduction via Shortest Path Finding
Ziyu Wang, Yuxuan Wu, Roger B. Dannenberg +1
Melody reduction, as an abstract representation of musical compositions, serves not only as a tool for music analysis but also as an intermediate representation for structured musi…