Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jesse Engel

Sequence-to-Sequence Piano Transcription with Transformers


Jul 19, 2021
Curtis Hawthorne, Ian Simon, Rigel Swavely, Ethan Manilow, Jesse Engel


  Access Paper or Ask Questions

Symbolic Music Generation with Diffusion Models


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


  Access Paper or Ask Questions

Variable-rate discrete representation learning


Mar 10, 2021
Sander Dieleman, Charlie Nash, Jesse Engel, Karen Simonyan

* 26 pages, 15 figures, samples can be found at https://vdrl.github.io/ 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

DDSP: Differentiable Digital Signal Processing


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


  Access Paper or Ask Questions

Encoding Musical Style with Transformer Autoencoders


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Latent Translation: Crossing Modalities by Bridging Generative Models


Feb 21, 2019
Yingtao Tian, Jesse Engel


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Learning a Latent Space of Multitrack Measures


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


  Access Paper or Ask Questions

Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions