ShIFT: A Semi-haptic Interface for Flute Tutoring. - Gus Xia; Roger B. Dannenberg (NIME, 2018)

ShIFT: A Semi-haptic Interface for Flute Tutoring. - Gus Xia; Carter Jacobsen; Qianwen Chen; Xingdong Yang; Roger B. Dannenberg (CoRR, 2018)

Music Style Transfer Issues: A Position Paper. - Shuqi Dai; Zheng Zhang 001; Gus Xia (CoRR, 2018)

Melodic Phrase Segmentation By Deep Neural Networks. - Yixing Guan; Jinyu Zhao; Yiqin Qiu; Zheng Zhang 001; Gus Xia (CoRR, 2018)

The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. - Ke Chen 021; Weilin Zhang; Shlomo Dubnov; Gus Xia (CoRR, 2018)

A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. - Ziyu Wang 008; Gus Xia (CoRR, 2018)

Transferring Piano Performance Control across Environments. - Maoran Xu; Ziyu Wang 008; Gus Xia (ICASSP, 2019)

Large-vocabulary Chord Transcription Via Chord Structure Decomposition. - Junyan Jiang; Ke Chen 021; Wei Li 012; Gus Xia (ISMIR, 2019)

Deep Music Analogy Via Latent Representation Disentanglement. - Ruihan Yang; Dingsu Wang; Ziyu Wang 008; Tianyao Chen; Junyan Jiang; Gus Xia (ISMIR, 2019)

Inspecting and Interacting with Meaningful Music Representations using VAE. - Ruihan Yang; Tianyao Chen; Yiyi Zhang; Gus Xia (NIME, 2019)

Adaptive Multimodal Music Learning via Interactive Haptic Instrument. - Yian Zhang; Yinmiao Li; Daniel Chin; Gus Xia (NIME, 2019)

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 (ICASSP, 2020)

POP909: A Pop-Song Dataset for Music Arrangement Generation. - Ziyu Wang 008; Ke Chen 021; Junyan Jiang; Yiyi Zhang; Maoran Xu; Shuqi Dai; Gus Xia (ISMIR, 2020)

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)

Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. - Gus Xia; Daniel Chin; Yian Zhang; Tianyu Zhang; Junbo Zhao (NIME, 2020)

Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. - Ke Chen 021; Gus Xia; Shlomo Dubnov (ICSC, 2020)

Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. - Daniel Chin; Yian Zhang; Tianyu Zhang; Jake Zhao; Gus Xia (CoRR, 2020)

POP909: A Pop-song Dataset for Music Arrangement Generation. - Ziyu Wang 008; Ke Chen 021; Junyan Jiang; Yiyi Zhang; Maoran Xu; Shuqi Dai; Xianbin Gu; Gus Xia (CoRR, 2020)

MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation. - Ziyu Wang 008; Gus Xia (ISMIR, 2021)

A unified model for zero-shot music source separation, transcription and synthesis. - Liwei Lin; Gus Xia; Qiuqiang Kong; Junyan Jiang (ISMIR, 2021)

Learning long-term music representations via hierarchical contextual constraints. - Shiqi Wei; Gus Xia (ISMIR, 2021)

AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer. - Jingwei Zhao; Gus Xia (ISMIR, 2021)

Hyper-hybrid Flute: Simulating and Augmenting How Breath Affects Octave and Microtone. - Daniel Chin; Ian Zhang 001; Gus Xia (NIME, 2021)

A Wearable Haptic Interface for Breath Guidance in Vocal Training. - Yinmiao Li; Ziyue Piao; Gus Xia (NIME, 2021)

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

Measuring a Six-hole Recorder Flute's Response to Breath Pressure Variations and Fitting a Model. - Daniel Chin; Gus Xia (CoRR, 2021)

Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning. - Ziyu Wang 008; Dejing Xu; Gus Xia; Ying Shan (ICASSP, 2022)

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)

Modeling perceptual loudness of piano tone: theory and applications. - Yang Qu; Yutian Qin; Lecheng Chao; Hangkai Qian; Ziyu Wang 008; Gus Xia (ISMIR, 2022)

AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System. - Li Yi; Haochen Hu; Jingwei Zhao; 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)

Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention. - Jingwei Zhao; Gus Xia; Ye Wang 007 (ISMIR, 2022)

Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation. - Jingwei Zhao; Gus Xia; Ye Wang 007 (ISMIR, 2022)

A Computer-aided Multimodal Music Learning System with Curriculum: A Pilot Study. - Daniel Chin; Gus Xia (NIME, 2022)

Sensing the Breath: A Multimodal Singing Tutoring Interface with Breath Guidance. - Ziyue Piao; Gus Xia (CoRR, 2022)

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

Self-Supervised Hierarchical Metrical Structure Modeling. - Junyan Jiang; Gus Xia (ICASSP, 2023)

Controllable Music Inpainting with Mixed-Level and Disentangled Representation. - Shiqi Wei; Ziyu Wang 008; Weiguo Gao; Gus Xia (ICASSP, 2023)

Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling. - Qisheng Liao; Gus Xia; Zhinuo Wang (ICCC, 2023)

Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement. - Jingwei Zhao; Gus Xia; Ye Wang 007 (IJCAI, 2023)

On the Effectiveness of Speech Self-Supervised Learning for Music. - Yinghao Ma; Ruibin Yuan; Yizhi Li; Ge Zhang 009; Chenghua Lin; Xingran Chen; Anton Ragni; Hanzhi Yin; Emmanouil Benetos; Norbert Gyenge; Ruibo Liu; Gus Xia; et al. (ISMIR, 2023)

Polyffusion: A Diffusion Model for Polyphonic Score Generation With Internal and External Controls. - Lejun Min; Junyan Jiang; Gus Xia; Jingwei Zhao (ISMIR, 2023)

EmoMusic: A New Fun and Interactive Way to Listen to Music 152-155. - Aman Shukla; Gus Xia (IUI Workshops, 2023)

Learning Interpretable Low-dimensional Representation via Physical Symmetry. - Xuanjie Liu; Daniel Chin; Yichen Huang; Gus Xia (NeurIPS, 2023)

MARBLE: Music Audio Representation Benchmark for Universal Evaluation. - Ruibin Yuan; Yinghao Ma; Yizhi Li; Ge Zhang 009; Xingran Chen; Hanzhi Yin; Le Zhuo; Yiqi Liu; Jiawen Huang; Zeyue Tian; Binyue Deng; Ningzhi Wang; et al. (NeurIPS, 2023)

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. - Yizhi Li; Ruibin Yuan; Ge Zhang 009; Yinghao Ma; Xingran Chen; Hanzhi Yin; Chenghua Lin; Anton Ragni; Emmanouil Benetos; Norbert Gyenge; Roger B. Dannenberg; Ruibo Liu; et al. (CoRR, 2023)

Motif-Centric Representation Learning for Symbolic Music. - Yuxuan Wu; Roger B. Dannenberg; Gus Xia (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)

AccoMontage-3: Full-Band Accompaniment Arrangement via Sequential Style Transfer and Multi-Track Function Prior. - Jingwei Zhao; Gus Xia; Ye Wang 007 (CoRR, 2023)

CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model. - Qisheng Liao; Zhinuo Wang; Muhammad Abdul-Mageed; Gus Xia (CoRR, 2023)

ChatMusician: Understanding and Generating Music Intrinsically with LLM. - Ruibin Yuan; Hanfeng Lin; Yi Wang 033; Zeyue Tian; Shangda Wu; Tianhao Shen; Ge Zhang 009; Yuhang Wu; Cong Liu; Ziya Zhou; Liumeng Xue; Ziyang Ma 001; et al. (ACL (Findings), 2024)

Musical Scene Detection in Comics: Comparing Perception of Humans and GPT-4. - Megha Sharma; Muhammad Taimoor Haseeb; Gus Xia; Yoshimasa Tsuruoka (IEEE Big Data, 2024)

GPT-4 Driven Cinematic Music Generation Through Text Processing. - Muhammad Taimoor Haseeb; Ahmad Hammoudeh; Gus Xia (ICASSP, 2024)

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. - Yizhi Li; Ruibin Yuan; Ge Zhang 009; Yinghao Ma; Xingran Chen; Hanzhi Yin; Chenghao Xiao; Chenghua Lin; Anton Ragni; Emmanouil Benetos; Norbert Gyenge; Roger B. Dannenberg; et al. (ICLR, 2024)

Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models. - Ziyu Wang 008; Lejun Min; Gus Xia (ICLR, 2024)

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)

Exploring GPT's Ability as a Judge in Music Understanding. - Kun Fang; Ziyu Wang 008; Gus Xia; Ichiro Fujinaga (ISMIR, 2024)

Deep Recombinant Transformer: Enhancing Loop Compatibility in Digital Music Production. - Muhammad Taimoor Haseeb; Ahmad Hammoudeh; Gus Xia (ISMIR, 2024)

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

Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling. - Jingwei Zhao; Gus Xia; Ziyu Wang 008; Ye Wang 007 (NeurIPS, 2024)

ChatMusician: Understanding and Generating Music Intrinsically with LLM. - Ruibin Yuan; Hanfeng Lin; Yi Wang 033; Zeyue Tian; Shangda Wu; Tianhao Shen; Ge Zhang 009; Yuhang Wu; Cong Liu; Ziya Zhou; Ziyang Ma 001; Liumeng Xue; et al. (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; et al. (CoRR, 2024)

Human-Centered LLM-Agent User Interface: A Position Paper. - Daniel Chin; Yuxuan Wang; Gus Xia (CoRR, 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)

Proceedings of The second international workshop on eXplainable AI for the Arts (XAIxArts). - Nick Bryan-Kinns; Corey Ford 002; Shuoyang Zheng; Helen Kennedy; Alan Chamberlain; Makayla Lewis; Drew Hemment; Zijin Li; Qiong Wu; Lanxi Xiao; Gus Xia; Jeba Rezwana; et al. (CoRR, 2024)

Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints. - Yuxuan Wu; Ziyu Wang 008; Bhiksha Raj; Gus Xia (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; et al. (CoRR, 2024)

Unlocking Potential in Pre-Trained Music Language Models for Versatile Multi-Track Music Arrangement. - Longshen Ou; Jingwei Zhao; Ziyu Wang 008; Gus Xia; Ye Wang 007 (CoRR, 2024)

CalliffusionV2: Personalized Natural Calligraphy Generation with Flexible Multi-modal Control. - Qisheng Liao; Liang Li; Yulang Fei; Gus Xia (CoRR, 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)

CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages. - Shangda Wu; Zhancheng Guo; Ruibin Yuan; Junyan Jiang; Seungheon Doh; Gus Xia; Juhan Nam; Xiaobing Li; Feng Yu; Maosong Sun 001 (ACL (Findings), 2025)

Improvised Performance Following in Real Time for Automatic Accompaniment. - Junyan Jiang; Akira Maezawa; Gus Xia (ICASSP, 2025)

Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints. - Yuxuan Wu; Ziyu Wang 008; Bhiksha Raj; Gus Xia (ICLR, 2025)

Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models. - Atharva Mehta; Shivam Chauhan; Amirbek Djanibekov; Atharva Kulkarni; Gus Xia; Monojit Choudhury (NAACL (Findings), 2025)

Music for All: Exploring Multicultural Representations in Music Generation Models. - Atharva Mehta; Shivam Chauhan; Amirbek Djanibekov; Atharva Kulkarni; Gus Xia; Monojit Choudhury (CoRR, 2025)

Language Model Mapping in Multimodal Music Learning: A Grand Challenge Proposal. - Daniel Chin; Gus Xia (CoRR, 2025)

YuE: Scaling Open Foundation Models for Long-Form Music Generation. - Ruibin Yuan; Hanfeng Lin; Shuyue Guo; Ge Zhang 009; Jiahao Pan; Yongyi Zang; Haohe Liu; Yiming Liang; Wenye Ma; Xingjian Du; Xinrun Du; Zhen Ye; et al. (CoRR, 2025)

Versatile Symbolic Music-for-Music Modeling via Function Alignment. - Junyan Jiang; Daniel Chin; Liwei Lin; Xuanjie Liu; Gus Xia (CoRR, 2025)

TOMI: Transforming and Organizing Music Ideas for Multi-Track Compositions with Full-Song Structure. - Qi He; Gus Xia; Ziyu Wang 008 (CoRR, 2025)

EXPOTION: Facial Expression and Motion Control for Multimodal Music Generation. - Fathinah Asma Izzati; Xinyue Li; Gus Xia (CoRR, 2025)

MusiScene: Leveraging MU-LLaMA for Scene Imagination and Enhanced Video Background Music Generation. - Fathinah Izzati; Xinyue Li; Yuxuan Wu; Gus Xia (CoRR, 2025)

Automatic Melody Reduction via Shortest Path Finding. - Ziyu Wang 008; Yuxuan Wu; Roger B. Dannenberg; Gus Xia (CoRR, 2025)