Artificial Intelligence and Music @ QMUL
Research Interests:
Computational Expressive Performance, Music Information
Retrieval, Computational Musicology, Music Education
Huan Zhang, Jinhua Liang, Simon Dixon. (2024) From Audio Encoders to Piano Judges: Benchmarking Performance Understanding for Solo Piano. In Proceedings of the 25th International Society for Music Information Retrieval Conference.
Alia Morsi, Huan Zhang, Akira Maezawa, Simon Dixon, Xavier Serra. (2024) Simulating Piano Performance Mistakes for Music Learning. In Proceedings of the Sound and Music Computing Conference.
Jinhua Liang, Huan Zhang, Haohe Liu, Yin Cao, Qiuqiang Kong, Xubo Liu, Wenwu Wang, Mark D. Plumbley, Huy Phan, Emmanouil Benetos. (2024) WavCraft: Audio Editing and Generation with Large Language Models. In ICLR 2024 Workshop on LLM Agents.
Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino-Chacón. (2023) Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. In Proceedings of the 24th International Society for Music Information Retrieval Conference.
Huan Zhang, Simon Dixon. (2023) Disentangling the Horowitz factor: Learning content and style from expressive piano performance. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing 2023.
Huan Zhang, Jingjing Tang, Syed Rafee, Geraint Wiggins, George Fazekas, Simon Dixon. (2022) ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance. In Proceedings of the 23rd International Society for Music Information Retrieval Conference.
Huan Zhang, Yiliang Jiang, Tao Jiang and Peng Hu. (2021) Learn By Referencing: Towards Deep Metric Learning for Singing Assessment. In Proceedings of the 22nd International Society for Music Information Retrieval Conference.
Huan Zhang, Ran Zhang, Kun Zhang, Xiao-Rui Wang and Zhong-Yuan Wang. (2021) Key and function aware melody triad harmonization based on transformer model. In DLfM / IAML Joint poster session.
Huan Zhang, (2021) A Performance Prototype for Soundcool Online. Undergraduate Thesis.
Roger Dannenberg, Huan Zhang, Amit Meena, Ankit Joshi, Amey Patel, and Jorge Sastre. (2021) Collaborative Music Creation and Performance with Soundcool Online. In Proceedings of the 6th Web Audio Conference.
Shuqi Dai, Huan Zhang, & Roger Dannenberg. (2020) Automatic Detection of Hierarchical Structure and Influence of Structure on Melody, Harmony and Rhythm in Popular Music. In Proceedings of the 1st Joint Conference on AI Music Creativity.