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BigVGAN: A Universal Neural Vocoder with Large-Scale Training


Jun 09, 2022
Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon

* Listen to audio samples from BigVGAN at: https://bigvgan-demo.github.io/ 

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Factuality Enhanced Language Models for Open-Ended Text Generation


Jun 09, 2022
Nayeon Lee, Wei Ping, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro


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PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning


May 14, 2022
Rajarshi Roy, Jonathan Raiman, Neel Kant, Ilyas Elkin, Robert Kirby, Michael Siu, Stuart Oberman, Saad Godil, Bryan Catanzaro

* ACM/IEEE Design Automation Conference (DAC), 2021, pp. 853-858 
* Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Reducing Activation Recomputation in Large Transformer Models


May 10, 2022
Vijay Korthikanti, Jared Casper, Sangkug Lym, Lawrence McAfee, Michael Andersch, Mohammad Shoeybi, Bryan Catanzaro


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Fine Detailed Texture Learning for 3D Meshes with Generative Models


Mar 17, 2022
Aysegul Dundar, Jun Gao, Andrew Tao, Bryan Catanzaro


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Multi-Stage Prompting for Knowledgeable Dialogue Generation


Mar 16, 2022
Zihan Liu, Mostofa Patwary, Ryan Prenger, Shrimai Prabhumoye, Wei Ping, Mohammad Shoeybi, Bryan Catanzaro


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Generative Modeling for Low Dimensional Speech Attributes with Neural Spline Flows


Mar 07, 2022
Kevin J. Shih, Rafael Valle, Rohan Badlani, João Felipe Santos, Bryan Catanzaro

* 22 pages, 11 figures, 3 tables 

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Speech Denoising in the Waveform Domain with Self-Attention


Feb 15, 2022
Zhifeng Kong, Wei Ping, Ambrish Dantrey, Bryan Catanzaro

* ICASSP 2022 

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Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models


Feb 08, 2022
Boxin Wang, Wei Ping, Chaowei Xiao, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bo Li, Anima Anandkumar, Bryan Catanzaro


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Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model


Feb 04, 2022
Shaden Smith, Mostofa Patwary, Brandon Norick, Patrick LeGresley, Samyam Rajbhandari, Jared Casper, Zhun Liu, Shrimai Prabhumoye, George Zerveas, Vijay Korthikanti, Elton Zhang, Rewon Child, Reza Yazdani Aminabadi, Julie Bernauer, Xia Song, Mohammad Shoeybi, Yuxiong He, Michael Houston, Saurabh Tiwary, Bryan Catanzaro

* Shaden Smith and Mostofa Patwary contributed equally 

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