8 citations · 12 across the 6 of their papers we have counts for
4 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…
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement
Jingwei Zhao, Gus Xia, Ye Wang
Music rearrangement is a common music practice of reconstructing and reconceptualizing a piece using new composition or instrumentation styles, which is also an important task of a…
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation
Jingwei Zhao, Gus Xia, Ye Wang
The variational auto-encoder has become a leading framework for symbolic music generation, and a popular research direction is to study how to effectively control the generation pr…
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention
Jingwei Zhao, Gus Xia, Ye Wang
We propose Beat Transformer, a novel Transformer encoder architecture for joint beat and downbeat tracking. Different from previous models that track beats solely based on the spec…