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Research

Publications: Ms Huan Zhang

Zhang H, Liang J, Phan QH, Wang W, Benetos E ( 2025 ) . From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems . Conference: IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2025) ( Istanbul, Turkey ) from: 31/08/2025 to: 03/09/2025 ,
Zhang H, Cheung VKM, Nishioka H, Dixon S, Furuya S ( 2025 ) . LLaQo: Towards a Query-Based Coach in Expressive Music Performance Assessment . Conference: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 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 ) Article 6543 , 1 - 17 .
Morsi A, Zhang H, Maezawa A, Dixon S, Serra X ( 2024 ) . Simulating Piano Performance Mistakes for Music Learning . Conference: Sound and Music Computing Conference from: 04/07/2024 to: 06/07/2024 ,
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, Emmanouil K, Simon D, Gerhard W, Carlos Eduardo C-C ( 2023 ) . Symbolic Music Representations for Classification Tasks: A Systematic Evaluation . Conference: 24th International Society for Music Information Retrieval Conference (ISMIR) from: 05/11/2023 to: 09/11/2023 ,
Zhang H, Dixon S ( 2023 ) . Disentangling the Horowitz Factor: Learning Content and Style From Expressive Piano Performance . Conference: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)1 - 5 .
Zhang H, Tang J, Rafee S, Dixon S, Fazekas G ( 2022 ) . ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE . https://doi.org/10.5281/zenodo.7676768 . Conference: 23rd International Society for Music Information Retrieval Conference (ISMIR 2022) from: 04/12/2022 to: 08/12/2022 ,
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
Zhang H, Liang J, Dixon S . From Audio Encoders to Piano Judges: Benchmarking Performance Understanding for Solo Piano . Conference: International Society for Music Information Retrieval Conference