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AI Song Contest: Human-AI Co-Creation in Songwriting


Oct 12, 2020
Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai

* ISMIR 2020 
* 6 pages + 3 pages of references 

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Encoding Musical Style with Transformer Autoencoders


Dec 10, 2019
Kristy Choi, Curtis Hawthorne, Ian Simon, Monica Dinculescu, Jesse Engel


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The Bach Doodle: Approachable music composition with machine learning at scale


Jul 14, 2019
Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft

* Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2019 

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Music Transformer


Oct 10, 2018
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Ian Simon, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck

* Rewrote many sections to clarify the work, and extended relative attention to the local case. Previous title is "An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation" 

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