Ziyu Wang

According to our database, Ziyu Wang authored at least 21 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

High-Resolution Sustain Pedal Depth Estimation from Piano Audio Across Room Acoustics.

Kun Fang, Hanwen Zhang, Ziyu Wang, Ichiro Fujinaga

CoRR, July, 2025

Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints.

Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Unlocking Potential in Pre-Trained Music Language Models for Versatile Multi-Track Music Arrangement.

Longshen Ou, Jingwei Zhao, Ziyu Wang, Gus Xia, Ye Wang

CoRR, 2024

Foundation Models for Music: A Survey.

Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

CoRR, 2024

Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints.

Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia

CoRR, 2024

Formalization of Complexity Analysis of the First-order Optimization Algorithms.

Chenyi Li, Ziyu Wang, Wanyi He, Yuxuan Wu, Shengyang Xu, Zaiwen Wen

CoRR, 2024

ChatMusician: Understanding and Generating Music Intrinsically with LLM.

Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Ziyang Ma, Liumeng Xue, Ziyu Wang, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Pengfei Li, Jingcheng Wu, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Emmanouil Benetos, Jie Fu, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo

CoRR, 2024

Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling.

Jingwei Zhao, Gus Xia, Ziyu Wang, Ye Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Exploring GPT's Ability as a Judge in Music Understanding.

Kun Fang, Ziyu Wang, Gus Xia, Ichiro Fujinaga

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models.

Ziyu Wang, Lejun Min, Gus Xia

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Controllable Music Inpainting with Mixed-Level and Disentangled Representation.

Shiqi Wei, Ziyu Wang, Weiguo Gao, Gus Xia

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Modeling perceptual loudness of piano tone: theory and applications.

Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning.

Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation.

Ziyu Wang, Gus Xia

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020

POP909: A Pop-song Dataset for Music Arrangement Generation.

Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Xianbin Gu, Gus Xia

CoRR, 2020

PIANOTREE VAE: Structured Representation Learning for Polyphonic Music.

Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Gus Xia, Junbo Zhao

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Learning Interpretable Representation for Controllable Polyphonic Music Generation .

Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

POP909: A Pop-Song Dataset for Music Arrangement Generation.

Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Gus Xia

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

Deep Music Analogy Via Latent Representation Disentanglement.

Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Transferring Piano Performance Control across Environments.

Maoran Xu, Ziyu Wang, Gus Xia

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement.

Ziyu Wang, Gus Xia

CoRR, 2018