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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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DDSP: Differentiable Digital Signal Processing

Jan 14, 2020
Jesse Engel, Lamtharn Hantrakul, Chenjie Gu, Adam Roberts


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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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Learning to Groove with Inverse Sequence Transformations

May 14, 2019
Jon Gillick, Adam Roberts, Jesse Engel, Douglas Eck, David Bamman

* ICML 2019, 11 pages, 6 figures 

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GANSynth: Adversarial Neural Audio Synthesis

Apr 15, 2019
Jesse Engel, Kumar Krishna Agrawal, Shuo Chen, Ishaan Gulrajani, Chris Donahue, Adam Roberts

* Colab Notebook: http://goo.gl/magenta/gansynth-demo 

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Latent Translation: Crossing Modalities by Bridging Generative Models

Feb 21, 2019
Yingtao Tian, Jesse Engel


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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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Learning via social awareness: Improving a deep generative sketching model with facial feedback

Aug 27, 2018
Natasha Jaques, Jennifer McCleary, Jesse Engel, David Ha, Fred Bertsch, Rosalind Picard, Douglas Eck


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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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Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models

Dec 21, 2017
Jesse Engel, Matthew Hoffman, Adam Roberts


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Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders

Apr 05, 2017
Jesse Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Douglas Eck, Karen Simonyan, Mohammad Norouzi


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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

Dec 08, 2015
Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse Engel, Linxi Fan, Christopher Fougner, Tony Han, Awni Hannun, Billy Jun, Patrick LeGresley, Libby Lin, Sharan Narang, Andrew Ng, Sherjil Ozair, Ryan Prenger, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Yi Wang, Zhiqian Wang, Chong Wang, Bo Xiao, Dani Yogatama, Jun Zhan, Zhenyao Zhu


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