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Symbolic Music Generation with Diffusion Models


Mar 30, 2021
Gautam Mittal, Jesse Engel, Curtis Hawthorne, Ian Simon


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Improving Perceptual Quality of Drum Transcription with the Expanded Groove MIDI Dataset


Apr 08, 2020
Lee Callender, Curtis Hawthorne, Jesse Engel

* Examples available at https://goo.gl/magenta/e-gmd-examples 

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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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Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset


Oct 30, 2018
Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse Engel, Douglas Eck

* Examples available at https://goo.gl/magenta/maestro-examples 

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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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A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music


Jul 30, 2018
Adam Roberts, Jesse Engel, Colin Raffel, Curtis Hawthorne, Douglas Eck

* ICML 2018 
* ICML Camera Ready Version 

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Onsets and Frames: Dual-Objective Piano Transcription


Jun 05, 2018
Curtis Hawthorne, Erich Elsen, Jialin Song, Adam Roberts, Ian Simon, Colin Raffel, Jesse Engel, Sageev Oore, Douglas Eck

* Examples available at https://goo.gl/magenta/onsets-frames-examples 

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Learning a Latent Space of Multitrack Measures


Jun 01, 2018
Ian Simon, Adam Roberts, Colin Raffel, Jesse Engel, Curtis Hawthorne, Douglas Eck


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