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Research

Publications: Mr Yixiao Zhang

Zhang R, Zhang Y, Shao K, Shan Y, Xia G ( 2022 ) . Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation .
Zhang Y, Jiang J, Xia G, Dixon S ( 2022 ) . Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model .
Wei S, Xia G, Zhang Y, Lin L, Gao W ( 2022 ) . MUSIC PHRASE INPAINTING USING LONG-TERM REPRESENTATION AND CONTRASTIVE LOSS . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . Conference: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 2022-May , 186 - 190 .
Zhang Y, Simon D ( 2021 ) . Generating Comments from Music and Lyrics . Presented at: DMRN+16: Digital Music Research Network Workshop 2021 , Abstract: java.sql.Clob org.hibernate.engine.jdbc.WrappedClob java.io.Serializable ,
Grechin S, Banar B, Hayes B, Welham C, Pelinski T, Poliakov E, Li Y, Zhang H et al. ( 2021 ) . DMRN+16: Digital Music Research Network One-day Workshop 2021 . Editors: Ford, C, Dixon, S, Bort, A, Riley, J et al. , Conference: DMRN+16: Digital Music Research Network One-day Workshop 2021 ( Online. QMUL ) from: 21/12/2021 to: 21/12/2021 ,
Bryan-Kinns N, Banar B, Ford C, Reed C, Zhang Y, Colton S, Armitage J ( 2021 ) . Exploring XAI for the Arts: Explaining Latent Space in Generative Music . Conference: NeurIPS 2021 - eXplainable AI Approaches for Debugging and Diagnosis Workshop
Zhang Y, Xia G, Levy M, Dixon S ( 2021 ) . COSMIC: A Conversational Interface for Human-AI Music Co-Creation . Conference: New Interfaces for Musical Expression from: 14/07/2021 to: 18/06/2021 ,
Wang Z, Wang D, Zhang Y, Xia G ( 2020 ) . Learning Interpretable Representation for Controllable Polyphonic Music Generation . In Proceedings of 21st International Conference on Music Information Retrieval (ISMIR), Montreal, Canada, 2020
Wang Z, Zhang Y, Zhang Y, Jiang J, Yang R, Zhao J, Xia G ( 2020 ) . PIANOTREE VAE: Structured Representation Learning for Polyphonic Music . In Proceedings of 21st International Conference on Music Information Retrieval (ISMIR), Montreal, Canada (virtual conference), 2020