Learning Interpretable Representation for Controllable Polyphonic Music Generation . - Ziyu Wang 008; Dingsu Wang; Yixiao Zhang 002; Gus Xia (ISMIR, 2020)

PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. - Ziyu Wang 008; Yiyi Zhang; Yixiao Zhang 002; Junyan Jiang; Ruihan Yang; Gus Xia; Junbo Zhao (ISMIR, 2020)

COSMIC: A Conversational Interface for Human-AI Music Co-Creation. - Yixiao Zhang 002; Gus Xia; Mark Levy; Simon Dixon (NIME, 2021)

Music Phrase Inpainting Using Long-Term Representation and Contrastive Loss. - Shiqi Wei; Gus Xia; Yixiao Zhang 002; Liwei Lin; Weiguo Gao (ICASSP, 2022)

Learning Hierarchical Metrical Structure Beyond Measures. - Junyan Jiang; Daniel Chin; Yixiao Zhang 002; Gus Xia (ISMIR, 2022)

Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. - Yixiao Zhang 002; Junyan Jiang; Gus Xia; Simon Dixon (ISMIR, 2022)

Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation. - Runbang Zhang; Yixiao Zhang 002; Kai Shao; Ying Shan; Gus Xia (CoRR, 2022)

Exploring XAI for the Arts: Explaining Latent Space in Generative Music. - Nick Bryan-Kinns; Berker Banar; Corey Ford 002; Courtney N. Reed; Yixiao Zhang 002; Simon Colton; Jack Armitage (CoRR, 2023)

Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing. - Yixiao Zhang 002; Akira Maezawa; Gus Xia; Kazuhiko Yamamoto; Simon Dixon (CoRR, 2023)

AI (r)evolution - where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning. - Giovanni Bindi; Nils Demerlé; Rodrigo Diaz; David Genova; Aliénor Golvet; Ben Hayes; Jiawen Huang; Lele Liu; Vincent Martos; Sarah Nabi; Teresa Pelinski; Lenny Renault; et al. (CoRR, 2023)

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. - Ilaria Manco; Benno Weck; Seungheon Doh; Minz Won; Yixiao Zhang 002; Dmitry Bogdanov; Yusong Wu; Ke Chen 021; Philip Tovstogan; Emmanouil Benetos; Elio Quinton; György Fazekas; et al. (CoRR, 2023)

MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. - Yixiao Zhang 002; Yukara Ikemiya; Gus Xia; Naoki Murata; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Yuki Mitsufuji; Simon Dixon (IJCAI, 2024)

Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls. - Liwei Lin; Gus Xia; Yixiao Zhang 002; Junyan Jiang (IJCAI, 2024)

Content-Based Controls for Music Large Language Modeling. - Liwei Lin; Gus Xia; Junyan Jiang; Yixiao Zhang 002 (ISMIR, 2024)

Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning. - Yixiao Zhang 002; Yukara Ikemiya; Woosung Choi; Naoki Murata; Marco A. Martínez Ramírez; Liwei Lin; Gus Xia; Wei-Hsiang Liao 001; Yuki Mitsufuji; Simon Dixon (CoRR, 2024)