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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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

Encoding Musical Style with Transformer Autoencoders

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


  Access Paper or Ask Questions

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 

  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

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" 

  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