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Learning long-term music representations via hierarchical contextual constraints



Shiqi Wei , Gus Xia

* Accepted by ISMIR2021 

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



Ziyu Wang , Dejing Xu , Gus Xia , Ying Shan


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AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer



Jingwei Zhao , Gus Xia

* Accepted by ISMIR 2021 

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A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis



Liwei Lin , Qiuqiang Kong , Junyan Jiang , Gus Xia

* Accepted by ISMIR2021 

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



Daniel Chin , Gus Xia


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Word Representation for Rhythms



Tongyu Lu , Lyucheng Yan , Gus Xia

* Construction of this paper is ill. The first author decides that this paper needs thorough rewriting and more experiments should be done 

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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

* In Proceedings of 21st International Conference on Music Information Retrieval (ISMIR), Montreal, Canada (virtual conference), 2020 

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Learning Interpretable Representation for Controllable Polyphonic Music Generation



Ziyu Wang , Dingsu Wang , Yixiao Zhang , Gus Xia

* In Proceedings of 21st International Conference on Music Information Retrieval (ISMIR), Montreal, Canada, 2020 

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PIANOTREE VAE: Structured Representation Learning for Polyphonic Music



Ziyu Wang , Yiyi Zhang , Yixiao Zhang , Junyan Jiang , Ruihan Yang , Junbo Zhao , Gus Xia

* In Proceedings of 21st International Conference on Music Information Retrieval (ISMIR), Montreal, Canada (virtual conference), 2020 

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