Oleksii Hrinchuk

According to our database, Oleksii Hrinchuk authored at least 24 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EMMeTT: Efficient Multimodal Machine Translation Training.

Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg

CoRR, 2024

Chain-of-Thought Prompting for Speech Translation.

Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg

CoRR, 2024

Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation.

Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko

CoRR, 2024

BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5.

Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg

CoRR, 2024

Less is More: Accurate Speech Recognition & Translation without Web-Scale Data.

Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg

CoRR, 2024

SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation.

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

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition.

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

CoRR, 2023

NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023.

Oleksii Hrinchuk, Vladimir Bataev, Evelina Bakhturina, Boris Ginsburg

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition.

Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Leveraging Synthetic Targets for Machine Translation.

Sarthak Mittal, Oleksii Hrinchuk, Oleksii Kuchaiev

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

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

Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev

CoRR, 2022

NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022.

Oleksii Hrinchuk, Vahid Noroozi, Ashwinkumar Ganesan, Sarah Campbell, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

2021

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

Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev

CoRR, 2021

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

Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev

Proceedings of the Sixth Conference on Machine Translation, 2021

2020

Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model.

Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Tensorized Embedding Layers.

Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova, Elena Orlova, Ivan V. Oseledets

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

NeMo: a toolkit for building AI applications using Neural Modules.

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

CoRR, 2019

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

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

CoRR, 2019

Catalyst.RL: A Distributed Framework for Reproducible RL Research.

Sergey Kolesnikov, Oleksii Hrinchuk

CoRR, 2019

Artificial Intelligence for Prosthetics - challenge solutions.

Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hong-cheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp

CoRR, 2019

Tensorized Embedding Layers for Efficient Model Compression.

Valentin Khrulkov, Oleksii Hrinchuk, Leyla Mirvakhabova, Ivan V. Oseledets

CoRR, 2019

Generalized Tensor Models for Recurrent Neural Networks.

Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Pervasive Agriculture: IoT-Enabled Greenhouse for Plant Growth Control.

Andrey Somov, Dmitrii G. Shadrin, Ilia Fastovets, Artyom Nikitin, Sergey A. Matveev, Ivan V. Oseledets, Oleksii Hrinchuk

IEEE Pervasive Comput., 2018

2017

Riemannian Optimization for Skip-Gram Negative Sampling.

Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017