8 citations · 24 across the 12 of their papers we have counts for
12 papers
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…
BEAT: Tokenizing and Generating Symbolic Music by Uniform Temporal Steps
Lekai Qian, Haoyu Gu, Jingwei Zhao +1
Tokenizing music to fit the general framework of language models is a compelling challenge, especially considering the diverse symbolic structures in which music can be represented…
Deep Learning Approaches for Multimodal Intent Recognition: A Survey
Jingwei Zhao, Yuhua Wen, Qifei Li +8
Intent recognition aims to identify users' underlying intentions, traditionally focusing on text in natural language processing. With growing demands for natural human-computer int…
Unifying Symbolic Music Arrangement: Track-Aware Reconstruction and Structured Tokenization
Longshen Ou, Jingwei Zhao, Ziyu Wang +3
We present a unified framework for automatic multitrack music arrangement that enables a single pre-trained symbolic music model to handle diverse arrangement scenarios, including…
SA-GS: Scale-Adaptive Gaussian Splatting for Training-Free Anti-Aliasing
Xiaowei Song, Jv Zheng, Shiran Yuan +5
In this paper, we present a Scale-adaptive method for Anti-aliasing Gaussian Splatting (SA-GS). While the state-of-the-art method Mip-Splatting needs modifying the training procedu…
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
Jingwei Zhao, Gus Xia, Ziyu Wang +1
In the realm of music AI, arranging rich and structured multi-track accompaniments from a simple lead sheet presents significant challenges. Such challenges include maintaining tra…
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls
Lejun Min, Junyan Jiang, Gus Xia +1
We propose Polyffusion, a diffusion model that generates polyphonic music scores by regarding music as image-like piano roll representations. The model is capable of controllable m…
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…
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System
Li Yi, Haochen Hu, Jingwei Zhao +1
We propose AccoMontage2, a system capable of doing full-length song harmonization and accompaniment arrangement based on a lead melody. Following AccoMontage, this study focuses on…
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer
Jingwei Zhao, Gus Xia
Accompaniment arrangement is a difficult music generation task involving intertwined constraints of melody, harmony, texture, and music structure. Existing models are not yet able…