Gus Xia

2025

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Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
Yixiao Zhang|Yukara Ikemiya|Woosung Choi|Naoki Murata|Marco A. Martínez Ramírez|Liwei Lin|Gus Xia|Wei-Hsiang Liao|Yuki Mitsufuji|Simon Dixon
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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Automatic Melody Reduction via Shortest Path Finding.
Ziyu Wang|Yuxuan Wu|Roger B. Dannenberg|Gus Xia
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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TOMI: Transforming and Organizing Music Ideas for Multi-Track Compositions with Full-Song Structure.
Qi He|Ziyu Wang|Gus Xia
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
doi dblp
Expotion: Facial Expression and Motion Control for Multimodal Music Generation.
Fathinah Asma Izzati|Xinyue Li|Gus Xia
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
doi dblp
Versatile Symbolic Music-for-Music Modeling via Function Alignment.
Junyan Jiang|Daniel Chin|Xuanjie Liu|Liwei Lin|Gus Xia
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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Exploring GPT's Ability as a Judge in Music Understanding.
Kun Fang|Ziyu Wang|Gus Xia|Ichiro Fujinaga
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
doi dblp
Deep Recombinant Transformer: Enhancing Loop Compatibility in Digital Music Production.
Muhammad Taimoor Haseeb|Ahmad Hammoudeh|Gus Xia
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
doi dblp
Content-Based Controls for Music Large Language Modeling.
Liwei Lin|Gus Xia|Junyan Jiang|Yixiao Zhang
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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On the Effectiveness of Speech Self-Supervised Learning for Music.
Yinghao Ma|Ruibin Yuan|Yizhi Li|Ge Zhang|Chenghua Lin|Xingran Chen|Anton Ragni|Hanzhi Yin|Emmanouil Benetos|Norbert Gyenge|Ruibo Liu|Gus Xia|Roger B. Dannenberg|Yike Guo|Jie Fu
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
doi dblp
Polyffusion: A Diffusion Model for Polyphonic Score Generation With Internal and External Controls.
Lejun Min|Junyan Jiang|Gus Xia|Jingwei Zhao
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Learning Hierarchical Metrical Structure Beyond Measures.
Junyan Jiang|Daniel Chin|Yixiao Zhang|Gus Xia
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Modeling perceptual loudness of piano tone: theory and applications.
Yang Qu|Yutian Qin|Lecheng Chao|Hangkai Qian|Ziyu Wang|Gus Xia
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System.
Li Yi|Haochen Hu|Jingwei Zhao|Gus Xia
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model.
Yixiao Zhang|Junyan Jiang|Gus Xia|Simon Dixon
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
dblp
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention.
Jingwei Zhao|Gus Xia|Ye Wang
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
dblp
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation.
Jingwei Zhao|Gus Xia|Ye Wang
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation.
Ziyu Wang|Gus Xia
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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A unified model for zero-shot music source separation, transcription and synthesis.
Liwei Lin|Gus Xia|Qiuqiang Kong|Junyan Jiang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
dblp
Learning long-term music representations via hierarchical contextual constraints.
Shiqi Wei|Gus Xia
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer.
Jingwei Zhao|Gus Xia
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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POP909: A Pop-Song Dataset for Music Arrangement Generation.
Ziyu Wang|Ke Chen|Junyan Jiang|Yiyi Zhang|Maoran Xu|Shuqi Dai|Gus Xia
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Learning Interpretable Representation for Controllable Polyphonic Music Generation .
Ziyu Wang|Dingsu Wang|Yixiao Zhang|Gus Xia
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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PIANOTREE VAE: Structured Representation Learning for Polyphonic Music.
Ziyu Wang|Yiyi Zhang|Yixiao Zhang|Junyan Jiang|Ruihan Yang|Gus Xia|Junbo Zhao
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Large-vocabulary Chord Transcription Via Chord Structure Decomposition.
Junyan Jiang|Ke Chen|Wei Li|Gus Xia
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
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Deep Music Analogy Via Latent Representation Disentanglement.
Ruihan Yang|Dingsu Wang|Ziyu Wang|Tianyao Chen|Junyan Jiang|Gus Xia
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019