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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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