Gus Xia

According to our database, Gus Xia authored at least 70 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

M2M-Gen: A Multimodal Framework for Automated Background Music Generation in Japanese Manga Using Large Language Models.

Megha Sharma, Muhammad Taimoor Haseeb, Gus Xia, Yoshimasa Tsuruoka

CoRR, 2024

CalliffusionV2: Personalized Natural Calligraphy Generation with Flexible Multi-modal Control.

Qisheng Liao, Liang Li, Yulang Fei, Gus Xia

CoRR, 2024

Unlocking Potential in Pre-Trained Music Language Models for Versatile Multi-Track Music Arrangement.

Longshen Ou, Jingwei Zhao, Ziyu Wang, Gus Xia, Ye Wang

CoRR, 2024

Foundation Models for Music: A Survey.

Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

CoRR, 2024

Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints.

Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia

CoRR, 2024

Proceedings of The second international workshop on eXplainable AI for the Arts (XAIxArts).

Nick Bryan-Kinns, Corey Ford, Shuoyang Zheng, Helen Kennedy, Alan Chamberlain, Makayla Lewis, Drew Hemment, Zijin Li, Qiong Wu, Lanxi Xiao, Gus Xia, Jeba Rezwana, Michael Clemens, Gabriel Vigliensoni

CoRR, 2024

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

CoRR, 2024

Human-Centered LLM-Agent User Interface: A Position Paper.

Daniel Chin, Yuxuan Wang, Gus Xia

CoRR, 2024

Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models.

Ziyu Wang, Lejun Min, Gus Xia

CoRR, 2024

MuPT: A Generative Symbolic Music Pretrained Transformer.

Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xinrun Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Stephen W. Huang, Wenhu Chen, Jie Fu, Ge Zhang

CoRR, 2024

ChatMusician: Understanding and Generating Music Intrinsically with LLM.

Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Ziyang Ma, Liumeng Xue, Ziyu Wang, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Pengfei Li, Jingcheng Wu, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Emmanouil Benetos, Jie Fu, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo

CoRR, 2024

Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls.

Liwei Lin, Gus Xia, Yixiao Zhang, Junyan Jiang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models.

Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models.

Ziyu Wang, Lejun Min, Gus Xia

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training.

Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

GPT-4 Driven Cinematic Music Generation Through Text Processing.

Muhammad Taimoor Haseeb, Ahmad Hammoudeh, Gus Xia

Proceedings of the IEEE International Conference on Acoustics, 2024

ChatMusician: Understanding and Generating Music Intrinsically with LLM.

Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Liumeng Xue, Ziyang Ma, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Jie Fu, Emmanouil Benetos, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model.

Qisheng Liao, Zhinuo Wang, Muhammad Abdul-Mageed, Gus Xia

CoRR, 2023

Content-based Controls For Music Large Language Modeling.

Liwei Lin, Gus Xia, Junyan Jiang, Yixiao Zhang

CoRR, 2023

AccoMontage-3: Full-Band Accompaniment Arrangement via Sequential Style Transfer and Multi-Track Function Prior.

Jingwei Zhao, Gus Xia, Ye Wang

CoRR, 2023

Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing.

Yixiao Zhang, Akira Maezawa, Gus Xia, Kazuhiko Yamamoto, Simon Dixon

CoRR, 2023

Motif-Centric Representation Learning for Symbolic Music.

Yuxuan Wu, Roger B. Dannenberg, Gus Xia

CoRR, 2023

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training.

Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Yike Guo, Jie Fu

CoRR, 2023

MARBLE: Music Audio Representation Benchmark for Universal Evaluation.

Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning Interpretable Low-dimensional Representation via Physical Symmetry.

Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

EmoMusic: A New Fun and Interactive Way to Listen to Music 152-155.

Aman Shukla, Gus Xia

Proceedings of the Joint Proceedings of the IUI 2023 Workshops: HAI-GEN, 2023

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, 2023

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, 2023

Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement.

Jingwei Zhao, Gus Xia, Ye Wang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling.

Qisheng Liao, Gus Xia, Zhinuo Wang

Proceedings of the 14th International Conference on Computational Creativity, 2023

Controllable Music Inpainting with Mixed-Level and Disentangled Representation.

Shiqi Wei, Ziyu Wang, Weiguo Gao, Gus Xia

Proceedings of the IEEE International Conference on Acoustics, 2023

Self-Supervised Hierarchical Metrical Structure Modeling.

Junyan Jiang, Gus Xia

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation.

Runbang Zhang, Yixiao Zhang, Kai Shao, Ying Shan, Gus Xia

CoRR, 2022

Sensing the Breath: A Multimodal Singing Tutoring Interface with Breath Guidance.

Ziyue Piao, Gus Xia

CoRR, 2022

A Computer-aided Multimodal Music Learning System with Curriculum: A Pilot Study.

Daniel Chin, Gus Xia

Proceedings of the 22nd International Conference on New Interfaces for Musical Expression, 2022

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, 2022

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, 2022

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, 2022

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, 2022

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, 2022

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, 2022

Music Phrase Inpainting Using Long-Term Representation and Contrastive Loss.

Shiqi Wei, Gus Xia, Yixiao Zhang, Liwei Lin, Weiguo Gao

Proceedings of the IEEE International Conference on Acoustics, 2022

Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning.

Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Measuring a Six-hole Recorder Flute's Response to Breath Pressure Variations and Fitting a Model.

Daniel Chin, Gus Xia

CoRR, 2021

COSMIC: A Conversational Interface for Human-AI Music Co-Creation.

Yixiao Zhang, Gus Xia, Mark Levy, Simon Dixon

Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021

A Wearable Haptic Interface for Breath Guidance in Vocal Training.

Yinmiao Li, Ziyue Piao, Gus Xia

Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021

Hyper-hybrid Flute: Simulating and Augmenting How Breath Affects Octave and Microtone.

Daniel Chin, Ian Zhang, Gus Xia

Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021

AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer.

Jingwei Zhao, Gus Xia

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Learning long-term music representations via hierarchical contextual constraints.

Shiqi Wei, Gus Xia

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

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, 2021

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, 2021

2020

POP909: A Pop-song Dataset for Music Arrangement Generation.

Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Xianbin Gu, Gus Xia

CoRR, 2020

Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System.

Daniel Chin, Yian Zhang, Tianyu Zhang, Jake Zhao, Gus Xia

CoRR, 2020

Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions.

Ke Chen, Gus Xia, Shlomo Dubnov

Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020

Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System.

Gus Xia, Daniel Chin, Yian Zhang, Tianyu Zhang, Junbo Zhao

Proceedings of the 20th International Conference on New Interfaces for Musical Expression, 2020

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, 2020

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, 2020

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, 2020

Transformer VAE: A Hierarchical Model for Structure-Aware and Interpretable Music Representation Learning.

Junyan Jiang, Gus Xia, Dave B. Carlton, Chris N. Anderson, Ryan H. Miyakawa

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Adaptive Multimodal Music Learning via Interactive Haptic Instrument.

Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia

Proceedings of the 19th International Conference on New Interfaces for Musical Expression, 2019

Inspecting and Interacting with Meaningful Music Representations using VAE.

Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia

Proceedings of the 19th International Conference on New Interfaces for Musical Expression, 2019

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, 2019

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, 2019

Transferring Piano Performance Control across Environments.

Maoran Xu, Ziyu Wang, Gus Xia

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement.

Ziyu Wang, Gus Xia

CoRR, 2018

The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation.

Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia

CoRR, 2018

Melodic Phrase Segmentation By Deep Neural Networks.

Yixing Guan, Jinyu Zhao, Yiqin Qiu, Zheng Zhang, Gus Xia

CoRR, 2018

Music Style Transfer Issues: A Position Paper.

Shuqi Dai, Zheng Zhang, Gus Xia

CoRR, 2018

ShIFT: A Semi-haptic Interface for Flute Tutoring.

Gus Xia, Carter Jacobsen, Qianwen Chen, Xingdong Yang, Roger B. Dannenberg

CoRR, 2018

ShIFT: A Semi-haptic Interface for Flute Tutoring.

Gus Xia, Roger B. Dannenberg

Proceedings of the 18th International Conference on New Interfaces for Musical Expression, 2018