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2020 – today
- 2024
[c43]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:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. ACL (Findings) 2024: 6252-6271- [c42]Muhammad Taimoor Haseeb, Ahmad Hammoudeh, Gus Xia:
GPT-4 Driven Cinematic Music Generation Through Text Processing. ICASSP 2024: 6995-6999 - [c41]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:
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. ICLR 2024 - [c40]Ziyu Wang, Lejun Min, Gus Xia:
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models. ICLR 2024 - [c39]Liwei Lin, Gus Xia, Yixiao Zhang, Junyan Jiang:
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls. IJCAI 2024: 7690-7698 - [c38]Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon:
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. IJCAI 2024: 7805-7813 - [i50]Yixiao Zhang
, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon:
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. CoRR abs/2402.06178 (2024) - [i49]Liwei Lin, Gus Xia, Yixiao Zhang, Junyan Jiang:
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls. CoRR abs/2402.09508 (2024) - [i48]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:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. CoRR abs/2402.16153 (2024) - [i47]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:
MuPT: A Generative Symbolic Music Pretrained Transformer. CoRR abs/2404.06393 (2024) - [i46]Ziyu Wang, Lejun Min, Gus Xia:
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models. CoRR abs/2405.09901 (2024) - [i45]Daniel Chin, Yuxuan Wang, Gus Xia:
Human-Centered LLM-Agent User Interface: A Position Paper. CoRR abs/2405.13050 (2024) - [i44]Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon:
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning. CoRR abs/2405.18386 (2024) - [i43]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:
Proceedings of The second international workshop on eXplainable AI for the Arts (XAIxArts). CoRR abs/2406.14485 (2024) - [i42]Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia:
Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints. CoRR abs/2407.03824 (2024) - [i41]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:
Foundation Models for Music: A Survey. CoRR abs/2408.14340 (2024) - [i40]Longshen Ou, Jingwei Zhao, Ziyu Wang, Gus Xia, Ye Wang:
Unlocking Potential in Pre-Trained Music Language Models for Versatile Multi-Track Music Arrangement. CoRR abs/2408.15176 (2024) - 2023
- [c37]Junyan Jiang, Gus Xia:
Self-Supervised Hierarchical Metrical Structure Modeling. ICASSP 2023: 1-5 - [c36]Shiqi Wei, Ziyu Wang, Weiguo Gao, Gus Xia:
Controllable Music Inpainting with Mixed-Level and Disentangled Representation. ICASSP 2023: 1-5 - [c35]Qisheng Liao, Gus Xia, Zhinuo Wang:
Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling. ICCC 2023: 397-401 - [c34]Jingwei Zhao, Gus Xia, Ye Wang:
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement. IJCAI 2023: 5878-5886 - [c33]Lejun Min, Junyan Jiang, Gus Xia, Jingwei Zhao:
Polyffusion: A Diffusion Model for Polyphonic Score Generation With Internal and External Controls. ISMIR 2023: 231-238 - [c32]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:
On the Effectiveness of Speech Self-Supervised Learning for Music. ISMIR 2023: 457-465 - [c31]Aman Shukla, Gus Xia:
EmoMusic: A New Fun and Interactive Way to Listen to Music 152-155. IUI Workshops 2023: 152-155 - [c30]Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia:
Learning Interpretable Low-dimensional Representation via Physical Symmetry. NeurIPS 2023 - [c29]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:
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. NeurIPS 2023 - [i39]Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia:
Learning Interpretable Low-dimensional Representation via Physical Symmetry. CoRR abs/2302.10890 (2023) - [i38]Qisheng Liao, Gus Xia, Zhinuo Wang:
Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling. CoRR abs/2305.19124 (2023) - [i37]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:
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. CoRR abs/2306.00107 (2023) - [i36]Jingwei Zhao, Gus Xia, Ye Wang:
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement. CoRR abs/2306.01635 (2023) - [i35]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:
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. CoRR abs/2306.10548 (2023) - [i34]Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu:
On the Effectiveness of Speech Self-supervised Learning for Music. CoRR abs/2307.05161 (2023) - [i33]Lejun Min, Junyan Jiang, Gus Xia, Jingwei Zhao:
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls. CoRR abs/2307.10304 (2023) - [i32]Yuxuan Wu, Roger B. Dannenberg, Gus Xia:
Motif-Centric Representation Learning for Symbolic Music. CoRR abs/2309.10597 (2023) - [i31]Yixiao Zhang, Akira Maezawa, Gus Xia, Kazuhiko Yamamoto, Simon Dixon:
Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing. CoRR abs/2310.12404 (2023) - [i30]Jingwei Zhao, Gus Xia, Ye Wang:
AccoMontage-3: Full-Band Accompaniment Arrangement via Sequential Style Transfer and Multi-Track Function Prior. CoRR abs/2310.16334 (2023) - [i29]Liwei Lin, Gus Xia, Junyan Jiang, Yixiao Zhang:
Content-based Controls For Music Large Language Modeling. CoRR abs/2310.17162 (2023) - [i28]Qisheng Liao, Zhinuo Wang, Muhammad Abdul-Mageed, Gus Xia:
CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model. CoRR abs/2312.01536 (2023) - 2022
- [c28]Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan:
Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning. ICASSP 2022: 181-185 - [c27]Shiqi Wei, Gus Xia, Yixiao Zhang, Liwei Lin, Weiguo Gao:
Music Phrase Inpainting Using Long-Term Representation and Contrastive Loss. ICASSP 2022: 186-190 - [c26]Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon:
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. ISMIR 2022: 19-26 - [c25]Jingwei Zhao, Gus Xia, Ye Wang:
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention. ISMIR 2022: 169-177 - [c24]Junyan Jiang, Daniel Chin, Yixiao Zhang, Gus Xia:
Learning Hierarchical Metrical Structure Beyond Measures. ISMIR 2022: 201-209 - [c23]Li Yi, Haochen Hu, Jingwei Zhao, Gus Xia:
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System. ISMIR 2022: 248-255 - [c22]Jingwei Zhao, Gus Xia, Ye Wang:
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation. ISMIR 2022: 925-932 - [c21]Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia:
Modeling perceptual loudness of piano tone: theory and applications. ISMIR 2022: 933-940 - [c20]Daniel Chin, Gus Xia:
A Computer-aided Multimodal Music Learning System with Curriculum: A Pilot Study. NIME 2022 - [i27]Ziyue Piao, Gus Xia:
Sensing the Breath: A Multimodal Singing Tutoring Interface with Breath Guidance. CoRR abs/2202.01439 (2022) - [i26]Shiqi Wei, Gus Xia:
Learning long-term music representations via hierarchical contextual constraints. CoRR abs/2202.06180 (2022) - [i25]Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon:
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. CoRR abs/2208.11671 (2022) - [i24]Li Yi, Haochen Hu, Jingwei Zhao, Gus Xia:
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System. CoRR abs/2209.00353 (2022) - [i23]Jingwei Zhao, Gus Xia, Ye Wang:
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention. CoRR abs/2209.07140 (2022) - [i22]Jingwei Zhao, Gus Xia, Ye Wang:
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation. CoRR abs/2209.07144 (2022) - [i21]Junyan Jiang, Daniel Chin, Yixiao Zhang, Gus Xia:
Learning Hierarchical Metrical Structure Beyond Measures. CoRR abs/2209.10259 (2022) - [i20]Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia:
Modeling Perceptual Loudness of Piano Tone: Theory and Applications. CoRR abs/2209.10674 (2022) - [i19]Junyan Jiang, Gus Xia:
Self-Supervised Hierarchical Metrical Structure Modeling. CoRR abs/2210.17183 (2022) - [i18]Runbang Zhang, Yixiao Zhang, Kai Shao, Ying Shan, Gus Xia:
Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation. CoRR abs/2211.05543 (2022) - 2021
- [c19]Liwei Lin, Gus Xia, Qiuqiang Kong, Junyan Jiang:
A unified model for zero-shot music source separation, transcription and synthesis. ISMIR 2021: 381-388 - [c18]Ziyu Wang, Gus Xia:
MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation. ISMIR 2021: 722-729 - [c17]Shiqi Wei, Gus Xia:
Learning long-term music representations via hierarchical contextual constraints. ISMIR 2021: 738-745 - [c16]Jingwei Zhao, Gus Xia:
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer. ISMIR 2021: 833-840 - [c15]Daniel Chin, Ian Zhang, Gus Xia:
Hyper-hybrid Flute: Simulating and Augmenting How Breath Affects Octave and Microtone. NIME 2021 - [c14]Yinmiao Li, Ziyue Piao, Gus Xia:
A Wearable Haptic Interface for Breath Guidance in Vocal Training. NIME 2021 - [c13]Yixiao Zhang, Gus Xia, Mark Levy, Simon Dixon:
COSMIC: A Conversational Interface for Human-AI Music Co-Creation. NIME 2021 - [i17]Daniel Chin, Gus Xia:
Measuring a Six-hole Recorder Flute's Response to Breath Pressure Variations and Fitting a Model. CoRR abs/2107.08727 (2021) - [i16]Liwei Lin, Qiuqiang Kong, Junyan Jiang, Gus Xia:
A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis. CoRR abs/2108.03456 (2021) - [i15]Jingwei Zhao, Gus Xia:
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer. CoRR abs/2108.11213 (2021) - [i14]Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan:
Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning. CoRR abs/2112.15110 (2021) - 2020
- [c12]Junyan Jiang, Gus Xia, Dave B. Carlton, Chris N. Anderson, Ryan H. Miyakawa:
Transformer VAE: A Hierarchical Model for Structure-Aware and Interpretable Music Representation Learning. ICASSP 2020: 516-520 - [c11]Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Gus Xia:
POP909: A Pop-Song Dataset for Music Arrangement Generation. ISMIR 2020: 38-45 - [c10]Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Gus Xia, Junbo Zhao:
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. ISMIR 2020: 368-375 - [c9]Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia:
Learning Interpretable Representation for Controllable Polyphonic Music Generation . ISMIR 2020: 662-669 - [c8]Gus Xia, Daniel Chin, Yian Zhang, Tianyu Zhang, Junbo Zhao:
Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. NIME 2020: 208-213 - [c7]Ke Chen, Gus Xia, Shlomo Dubnov:
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. ICSC 2020: 128-135 - [i13]Ke Chen, Gus Xia, Shlomo Dubnov:
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. CoRR abs/2002.02393 (2020) - [i12]Daniel Chin, Yian Zhang, Tianyu Zhang, Jake Zhao, Gus Xia:
Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. CoRR abs/2004.13908 (2020) - [i11]Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Junbo Zhao, Gus Xia:
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. CoRR abs/2008.07118 (2020) - [i10]Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia:
Learning Interpretable Representation for Controllable Polyphonic Music Generation. CoRR abs/2008.07122 (2020) - [i9]Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Xianbin Gu, Gus Xia:
POP909: A Pop-song Dataset for Music Arrangement Generation. CoRR abs/2008.07142 (2020)
2010 – 2019
- 2019
- [c6]Maoran Xu, Ziyu Wang, Gus Xia:
Transferring Piano Performance Control across Environments. ICASSP 2019: 221-225 - [c5]Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia:
Deep Music Analogy Via Latent Representation Disentanglement. ISMIR 2019: 596-603 - [c4]Junyan Jiang, Ke Chen, Wei Li, Gus Xia:
Large-vocabulary Chord Transcription Via Chord Structure Decomposition. ISMIR 2019: 644-651 - [c3]Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia:
Adaptive Multimodal Music Learning via Interactive Haptic Instrument. NIME 2019: 140-145 - [c2]Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia:
Inspecting and Interacting with Meaningful Music Representations using VAE. NIME 2019: 307-312 - [i8]Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia:
Inspecting and Interacting with Meaningful Music Representations using VAE. CoRR abs/1904.08842 (2019) - [i7]Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia:
Adaptive Multimodal Music Learning via Interactive-haptic Instrument. CoRR abs/1906.01197 (2019) - [i6]Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia:
Deep Music Analogy Via Latent Representation Disentanglement. CoRR abs/1906.03626 (2019) - 2018
- [c1]Gus Xia, Roger B. Dannenberg:
ShIFT: A Semi-haptic Interface for Flute Tutoring. NIME 2018: 162-167 - [i5]Gus Xia, Carter Jacobsen, Qianwen Chen, Xingdong Yang, Roger B. Dannenberg:
ShIFT: A Semi-haptic Interface for Flute Tutoring. CoRR abs/1803.06625 (2018) - [i4]Shuqi Dai, Zheng Zhang, Gus Xia:
Music Style Transfer Issues: A Position Paper. CoRR abs/1803.06841 (2018) - [i3]Yixing Guan, Jinyu Zhao, Yiqin Qiu, Zheng Zhang, Gus Xia:
Melodic Phrase Segmentation By Deep Neural Networks. CoRR abs/1811.05688 (2018) - [i2]Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia:
The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. CoRR abs/1811.08380 (2018) - [i1]Ziyu Wang, Gus Xia:
A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. CoRR abs/1812.10906 (2018)
Coauthor Index
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