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Research

Publications: P Huan Zhang

Zhang H, Liang J, Phan H, Wang W, Benetos E ( 2025 ) . From Aesthetics to Human Preferences: Comparative Perspectives of\n Evaluating Text-to-Music Systems .
Zhang H, Cheung VKM, Nishioka H, Dixon S, Furuya S ( 2025 ) . LLaQo: Towards a Query-Based Coach in Expressive Music Performance Assessment . ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . Conference: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 06/04/2025 to: 11/04/2025 , 1 - 5 .
Zhang H, Chowdhury S, Cancino-Chacón CE, Liang J, Dixon S, Widmer G ( 2024 ) . DExter: Learning and Controlling Performance Expression with Diffusion Models . Applied Sciences vol. 14 , ( 15 ) 6543 - 6543 .
Zhang H, Liang J, Dixon S ( 2024 ) . FROM AUDIO ENCODERS TO PIANO JUDGES: BENCHMARKING PERFORMANCE UNDERSTANDING FOR SOLO PIANO . Proceedings of the International Society for Music Information Retrieval Conference . vol. 2024 , 511 - 519 .
Morsi A, Zhang H, Maezawa A, Dixon S, Serra X ( 2024 ) . SIMULATING PIANO PERFORMANCE MISTAKES FOR MUSIC LEARNING . Proceedings of the Sound and Music Computing Conferences . 179 - 186 .
Zhang H, Dixon S ( 2023 ) . Disentangling the Horowitz Factor: Learning Content and Style From Expressive Piano Performance . ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . Conference: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 04/06/2023 to: 10/06/2023 , 1 - 5 .
Zhang H, Karystinaios E, Dixon S, Widmer G, Cancino-Chacón CE ( 2023 ) . SYMBOLIC MUSIC REPRESENTATIONS FOR CLASSIFICATION TASKS: A SYSTEMATIC EVALUATION . Proceedings of the International Society for Music Information Retrieval Conference vol. 2023 , 848 - 858 .
Zhang H, Tang J, Rafee SRM, Fazekas SDG ( 2022 ) . ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE . Proceedings of the 23rd International Society for Music Information Retrieval Conference Ismir 2022 . 446 - 453 .
Zhang H . From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems . Conference: 35th IEEE International Workshop on Machine Learning for Signal Processing