Hullo! This is Jingwei, a 4th-year PhD candidate from NUS Sound & Music Computing Lab supervised by Prof. Ye Wang. I'm broadly interested in computer music and machine learning. I wish my research to render a better experience in enjoyment, interaction, and co-creation of music. My current research focuses on controllable music generation as an assistive tool for music creation and learning.
Before joining NUS, I acquired my B.E. with honours in Automation at Shanghai Jiao Tong University, where I was affiliated to Zhiyuan Honours Program. Since my 4th year, I have worked as a research intern with Prof. Gus Xia at Music X Lab, NYU Shanghai.
I am a professional accordion player and a Baritone singer. I proudly served in SJTU Student Choir during my undergraduate study. I enjoy light and classical music, reading, and jogging.
Recent news
- [2024.09] Our paper Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling is accepted by NeurIPS 2024.
- [2023.08] I will be attending IJCAI-23 in Macau SAR in person from Aug 19 to 25. Will be open and looking forward to keeping connected!
- [2023.05] Our paper "Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement" is accepted by IJCAI 2023 Special Track for AI the Arts and Creativity. Our code repository has been released together with a demo page and an online tutorial at Google Colab.
- [2022.11] I will attend ISMIR 2022 in Bengaluru in person from Dec 1st to 10th. Will be open and looking forward to keep connected with the community :)
- [2022.11] We organized a unique concert combining music and AI at NUS School of Computing. Video recordings are now available.
- [2022.08] Our paper "Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention" is accepted by ISMIR 2022. Our code repository has been released together with an online tutorial at Google Colab.
- [2022.08] Our paper "Domain Adversarial Traning on C-VAE for Controllable Music Generation" is accepted by ISMIR 2022 as well. Demo is available here.
- [2022.07] NUS Sound and Music Computing Lab has overcome a server attack and has a brand-new lab webpage now. Feel free to visit us and keep in touch!
- [2022.06] I am honored to have chance visiting MBZUAI, Abu Dhabi in July for research collaboration with Prof. Gus Xia.
- [2021.11] I directed and edited the Lab Showcase video for NUS Sound and Music Computing Lab at ISMIR 2021.
- [2021.08] I started my PhD candidature at National University of Singapore.
- [2021.07] I fulfilled my RA position at NYU Shanghai.
- [2021.07] My very first paper "AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer" is accepted by ISMIR 2021. Our code repository has been released together with an online tutorial at Google Colab. Also see my presentation video.
- [2021.06] I graduated from Shanghai Jiao Tong University and earned my B.E. degree with honors from Department of Automation and from Zhiyuan College.
- [2021.06] I worked as a senior volunteer at NIME 2021 hosted by NYU shanghai.
- [2020.06] I started my internship as a research assistent of music and worked with Prof. Gus Xia at NYU Shanghai.
