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Word Representation for Rhythms

Sep 03, 2020
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

Aug 17, 2020
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

Aug 17, 2020
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

Aug 17, 2020
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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Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions

Feb 05, 2020
Ke Chen, Gus Xia, Shlomo Dubnov

* 9 pages, 12 figures, 4 tables. in 14th international conference on semantic computing, ICSC 2020 

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Deep Music Analogy Via Latent Representation Disentanglement

Jul 08, 2019
Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia

* Accepted at the International Society for Music Information Retrieval (ISMIR), 2019 

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Inspecting and Interacting with Meaningful Music Representations using VAE

Apr 18, 2019
Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia

* Accepted for poster at the International Conference on New Interfaces for Musical Expression (NIME), June 2019 

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A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement

Dec 28, 2018
Ziyu Wang, Gus Xia

* In Proceeding of 6th Conference on Sound and Music Technology, 2018, Xiamen, China 

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The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation

Nov 20, 2018
Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia

* 8 pages, 13 figures 

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Melodic Phrase Segmentation By Deep Neural Networks

Nov 14, 2018
Yixing Guan, Jinyu Zhao, Yiqin Qiu, Zheng Zhang, Gus Xia


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