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Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation


Nov 10, 2022
Runbang Zhang, Yixiao Zhang, Kai Shao, Ying Shan, Gus Xia

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* Submitted to ICASSP 2023. GitHub repo: https://github.com/ldzhangyx/vis2mus 

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Self-Supervised Hierarchical Metrical Structure Modeling


Oct 31, 2022
Junyan Jiang, Gus Xia

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Modeling Perceptual Loudness of Piano Tone: Theory and Applications


Sep 21, 2022
Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia

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* Accepted to ISMIR 2022 

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Learning Hierarchical Metrical Structure Beyond Measures


Sep 21, 2022
Junyan Jiang, Daniel Chin, Yixiao Zhang, Gus Xia

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* Accepted at the International Society for Music Information Retrieval (ISMIR), 2022 

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Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation


Sep 15, 2022
Jingwei Zhao, Gus Xia, Ye Wang

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* Accepted by ISMIR 2022 

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Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention


Sep 15, 2022
Jingwei Zhao, Gus Xia, Ye Wang

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* Accepted by ISMIR 2022 

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Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model


Aug 24, 2022
Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon

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* Accepted to ISMIR 2022 

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Learning long-term music representations via hierarchical contextual constraints


Feb 13, 2022
Shiqi Wei, Gus Xia

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* Accepted by ISMIR2021 

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Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning


Dec 30, 2021
Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan

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AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer


Aug 25, 2021
Jingwei Zhao, Gus Xia

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* Accepted by ISMIR 2021 

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