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Enabling Language Models to Fill in the Blanks

May 11, 2020
Chris Donahue, Mina Lee, Percy Liang

* To appear in the proceedings of ACL 2020 

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LakhNES: Improving multi-instrumental music generation with cross-domain pre-training

Jul 10, 2019
Chris Donahue, Huanru Henry Mao, Yiting Ethan Li, Garrison W. Cottrell, Julian McAuley

* Published as a conference paper at ISMIR 2019 

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Expediting TTS Synthesis with Adversarial Vocoding

Apr 16, 2019
Paarth Neekhara, Chris Donahue, Miller Puckette, Shlomo Dubnov, Julian McAuley


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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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Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition

Oct 31, 2018
Chris Donahue, Bo Li, Rohit Prabhavalkar

* Published as a conference paper at ICASSP 2018 

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Piano Genie

Oct 11, 2018
Chris Donahue, Ian Simon, Sander Dieleman


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Adversarial Audio Synthesis

Sep 27, 2018
Chris Donahue, Julian McAuley, Miller Puckette


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The NES Music Database: A multi-instrumental dataset with expressive performance attributes

Jun 12, 2018
Chris Donahue, Huanru Henry Mao, Julian McAuley

* Published as a conference paper at ISMIR 2018 

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Semantically Decomposing the Latent Spaces of Generative Adversarial Networks

Feb 22, 2018
Chris Donahue, Zachary C. Lipton, Akshay Balsubramani, Julian McAuley

* Published as a conference paper at ICLR 2018 

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Dance Dance Convolution

Jun 21, 2017
Chris Donahue, Zachary C. Lipton, Julian McAuley

* Published as a conference paper at ICML 2017 

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