Search Results for author: Carl Case

Found 4 papers, 3 papers with code

OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models

no code implementations • WS 2018 • Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman, Vitaly Lavrukhin, Carl Case, Paulius Micikevicius

We present OpenSeq2Seq {--} an open-source toolkit for training sequence-to-sequence models.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

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Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq

3 code implementations • 25 May 2018 • Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman, Vitaly Lavrukhin, Jason Li, Huyen Nguyen, Carl Case, Paulius Micikevicius

We present OpenSeq2Seq - a TensorFlow-based toolkit for training sequence-to-sequence models that features distributed and mixed-precision training.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

1,557

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

36 code implementations • 8 Dec 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

We show that an end-to-end deep learning approach can be used to recognize either English or Mandarin Chinese speech--two vastly different languages.

Ranked #1 on Accented Speech Recognition on VoxForge American-Canadian

Accented Speech Recognition Noisy Speech Recognition

77,441

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Deep Speech: Scaling up end-to-end speech recognition

24 code implementations • 17 Dec 2014 • Awni Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, Andrew Y. Ng

We present a state-of-the-art speech recognition system developed using end-to-end deep learning.

Ranked #2 on Accented Speech Recognition on VoxForge American-Canadian

Accented Speech Recognition

26,066

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