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Oleksii Hrinchuk

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SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation

Oct 13, 2023
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg

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Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition

May 19, 2023
Dima Rekesh, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Ankur Kumar, Boris Ginsburg

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Leveraging Synthetic Targets for Machine Translation

May 07, 2023
Sarthak Mittal, Oleksii Hrinchuk, Oleksii Kuchaiev

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Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation

Jun 02, 2022
Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev

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NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21

Nov 16, 2021
Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev

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Citrinet: Closing the Gap between Non-Autoregressive and Autoregressive End-to-End Models for Automatic Speech Recognition

Apr 05, 2021
Somshubra Majumdar, Jagadeesh Balam, Oleksii Hrinchuk, Vitaly Lavrukhin, Vahid Noroozi, Boris Ginsburg

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Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model

Oct 23, 2019
Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg

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NeMo: a toolkit for building AI applications using Neural Modules

Sep 14, 2019
Oleksii Kuchaiev, Jason Li, Huyen Nguyen, Oleksii Hrinchuk, Ryan Leary, Boris Ginsburg, Samuel Kriman, Stanislav Beliaev, Vitaly Lavrukhin, Jack Cook, Patrice Castonguay, Mariya Popova, Jocelyn Huang, Jonathan M. Cohen

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Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks

May 27, 2019
Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen

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