Gus Xia

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 78

Top Topics

Tutoring System

Polyphonic Music

Diffusion Model

Language Modeling

Top Venues

Publications

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 (2024)
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 (2024)
Lejun Min, Junyan Jiang, Gus Xia, Jingwei Zhao
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls. CoRR (2023)
Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia
Learning Interpretable Low-dimensional Representation via Physical Symmetry. CoRR (2023)
Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia
Learning Interpretable Low-dimensional Representation via Physical Symmetry. NeurIPS (2023)
Jingwei Zhao, Gus Xia, Ye Wang
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement. CoRR (2023)
Jingwei Zhao, Gus Xia, Ye Wang
Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement. IJCAI (2023)
Liwei Lin, Gus Xia, Junyan Jiang, Yixiao Zhang
Content-based Controls For Music Large Language Modeling. CoRR (2023)
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 Dannenbert, 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 (2023)
Yuxuan Wu, Roger B. Dannenberg, Gus Xia
Motif-Centric Representation Learning for Symbolic Music. CoRR (2023)
Lejun Min, Junyan Jiang, Gus Xia, Jingwei Zhao
Polyffusion: A Diffusion Model for Polyphonic Score Generation With Internal and External Controls. ISMIR (2023)
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 (2023)
Yixiao Zhang, Akira Maezawa, Gus Xia, Kazuhiko Yamamoto, Simon Dixon
Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing. CoRR (2023)
Jingwei Zhao, Gus Xia, Ye Wang
AccoMontage-3: Full-Band Accompaniment Arrangement via Sequential Style Transfer and Multi-Track Function Prior. CoRR (2023)
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)
Junyan Jiang, Gus Xia
Self-Supervised Hierarchical Metrical Structure Modeling. ICASSP (2023)
Shiqi Wei, Ziyu Wang, Weiguo Gao, Gus Xia
Controllable Music Inpainting with Mixed-Level and Disentangled Representation. ICASSP (2023)
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)
Qisheng Liao, Gus Xia, Zhinuo Wang
Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling. CoRR (2023)
Aman Shukla, Gus Xia
EmoMusic: A New Fun and Interactive Way to Listen to Music 152-155. IUI Workshops (2023)
Qisheng Liao, Zhinuo Wang, Muhammad Abdul-Mageed, Gus Xia
CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model. CoRR (2023)
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 (2023)
Junyan Jiang, Daniel Chin, Yixiao Zhang, Gus Xia
Learning Hierarchical Metrical Structure Beyond Measures. CoRR (2022)
Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia
Modeling Perceptual Loudness of Piano Tone: Theory and Applications. CoRR (2022)
Shiqi Wei, Gus Xia
Learning long-term music representations via hierarchical contextual constraints. CoRR (2022)
Jingwei Zhao, Gus Xia, Ye Wang
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention. CoRR (2022)
Shiqi Wei, Gus Xia, Yixiao Zhang, Liwei Lin, Weiguo Gao
Music Phrase Inpainting Using Long-Term Representation and Contrastive Loss. ICASSP (2022)
Daniel Chin, Gus Xia
A Computer-aided Multimodal Music Learning System with Curriculum: A Pilot Study. NIME (2022)
Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. CoRR (2022)
Jingwei Zhao, Gus Xia, Ye Wang
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation. ISMIR (2022)
Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. ISMIR (2022)
Jingwei Zhao, Gus Xia, Ye Wang
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention. ISMIR (2022)
Jingwei Zhao, Gus Xia, Ye Wang
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation. CoRR (2022)
Junyan Jiang, Daniel Chin, Yixiao Zhang, Gus Xia
Learning Hierarchical Metrical Structure Beyond Measures. ISMIR (2022)
Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia
Modeling perceptual loudness of piano tone: theory and applications. ISMIR (2022)
Junyan Jiang, Gus Xia
Self-Supervised Hierarchical Metrical Structure Modeling. CoRR (2022)
Li Yi, Haochen Hu, Jingwei Zhao, Gus Xia
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System. ISMIR (2022)
Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan
Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning. ICASSP (2022)
Runbang Zhang, Yixiao Zhang, Kai Shao, Ying Shan, Gus Xia
Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation. CoRR (2022)
Li Yi, Haochen Hu, Jingwei Zhao, Gus Xia
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System. CoRR (2022)
Ziyue Piao, Gus Xia
Sensing the Breath: A Multimodal Singing Tutoring Interface with Breath Guidance. CoRR (2022)
Daniel Chin, Ian Zhang, Gus Xia
Hyper-hybrid Flute: Simulating and Augmenting How Breath Affects Octave and Microtone. NIME (2021)
Daniel Chin, Gus Xia
Measuring a Six-hole Recorder Flute's Response to Breath Pressure Variations and Fitting a Model. CoRR (2021)
Jingwei Zhao, Gus Xia
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer. ISMIR (2021)
Liwei Lin, Gus Xia, Qiuqiang Kong, Junyan Jiang
A unified model for zero-shot music source separation, transcription and synthesis. ISMIR (2021)
Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan
Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning. CoRR (2021)
Yixiao Zhang, Gus Xia, Mark Levy, Simon Dixon
COSMIC: A Conversational Interface for Human-AI Music Co-Creation. NIME (2021)
Liwei Lin, Qiuqiang Kong, Junyan Jiang, Gus Xia
A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis. CoRR (2021)
Ziyu Wang, Gus Xia
MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation. ISMIR (2021)
Jingwei Zhao, Gus Xia
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer. CoRR (2021)
Shiqi Wei, Gus Xia
Learning long-term music representations via hierarchical contextual constraints. ISMIR (2021)
Yinmiao Li, Ziyue Piao, Gus Xia
A Wearable Haptic Interface for Breath Guidance in Vocal Training. NIME (2021)
Daniel Chin, Yian Zhang, Tianyu Zhang, Jake Zhao, Gus Xia
Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. CoRR (2020)
Ke Chen, Gus Xia, Shlomo Dubnov
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. CoRR (2020)
Ke Chen, Gus Xia, Shlomo Dubnov
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. ICSC (2020)
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 (2020)
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)
Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Gus Xia, Junbo Zhao
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. ISMIR (2020)
Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Junbo Zhao, Gus Xia
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. CoRR (2020)
Tongyu Lu, Lyucheng Yan, Gus Xia
Word Representation for Rhythms. CoRR (2020)
Gus Xia, Daniel Chin, Yian Zhang, Tianyu Zhang, Junbo Zhao
Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. NIME (2020)
Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia
Learning Interpretable Representation for Controllable Polyphonic Music Generation. CoRR (2020)
Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia
Learning Interpretable Representation for Controllable Polyphonic Music Generation . ISMIR (2020)
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)
Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia
Adaptive Multimodal Music Learning via Interactive-haptic Instrument. CoRR (2019)
Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia
Inspecting and Interacting with Meaningful Music Representations using VAE. NIME (2019)
Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia
Deep Music Analogy Via Latent Representation Disentanglement. ISMIR (2019)
Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia
Adaptive Multimodal Music Learning via Interactive Haptic Instrument. NIME (2019)
Maoran Xu, Ziyu Wang, Gus Xia
Transferring Piano Performance Control across Environments. ICASSP (2019)
Junyan Jiang, Ke Chen, Wei Li, Gus Xia
Large-vocabulary Chord Transcription Via Chord Structure Decomposition. ISMIR (2019)
Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia
Deep Music Analogy Via Latent Representation Disentanglement. CoRR (2019)
Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia
Inspecting and Interacting with Meaningful Music Representations using VAE. CoRR (2019)
Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia
The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. CoRR (2018)
Ziyu Wang, Gus Xia
A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. CoRR (2018)
Shuqi Dai, Zheng Zhang, Gus Xia
Music Style Transfer Issues: A Position Paper. CoRR (2018)
Gus Xia, Roger B. Dannenberg
ShIFT: A Semi-haptic Interface for Flute Tutoring. NIME (2018)
Gus Xia, Carter Jacobsen, Qianwen Chen, Xingdong Yang, Roger B. Dannenberg
ShIFT: A Semi-haptic Interface for Flute Tutoring. CoRR (2018)
Yixing Guan, Jinyu Zhao, Yiqin Qiu, Zheng Zhang, Gus Xia
Melodic Phrase Segmentation By Deep Neural Networks. CoRR (2018)