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Oleksii Hrinchuk
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Nemo: a toolkit for building ai applications using neural modules
O Kuchaiev, J Li, H Nguyen, O Hrinchuk, R Leary, B Ginsburg, S Kriman, ...
arXiv preprint arXiv:1909.09577, 2019
1962019
Stochastic gradient methods with layer-wise adaptive moments for training of deep networks
B Ginsburg, P Castonguay, O Hrinchuk, O Kuchaiev, V Lavrukhin, R Leary, ...
arXiv preprint arXiv:1905.11286, 2019
1012019
Tensorized embedding layers for efficient model compression
O Hrinchuk, V Khrulkov, L Mirvakhabova, E Orlova, I Oseledets
arXiv preprint arXiv:1901.10787, 2019
92*2019
Pervasive Agriculture: IoT-Enabled Greenhouse for Plant Growth Control
A Somov, D Shadrin, I Fastovets, A Nikitin, S Matveev, I Oseledets, ...
IEEE Pervasive Computing Magazine 17 (4), 65-75, 2018
882018
Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model
O Hrinchuk, M Popova, B Ginsburg
International Conference on Acoustics, Speech, and Signal Processing (ICASSP …, 2019
802019
Citrinet: Closing the gap between non-autoregressive and autoregressive end-to-end models for automatic speech recognition
S Majumdar, J Balam, O Hrinchuk, V Lavrukhin, V Noroozi, B Ginsburg
arXiv preprint arXiv:2104.01721, 2021
632021
Artificial intelligence for prosthetics: Challenge solutions
Ł Kidziński, C Ong, SP Mohanty, J Hicks, S Carroll, B Zhou, H Zeng, ...
The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020
442020
Generalized Tensor Models for Recurrent Neural Networks
V Khrulkov, O Hrinchuk, I Oseledets
International Conference on Learning Representations (ICLR), 2019, 2018
252018
Riemannian Optimization for Skip-Gram Negative Sampling
A Fonarev, O Hrinchuk, G Gusev, P Serdyukov, I Oseledets
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
142017
NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
S Subramanian, O Hrinchuk, V Adams, O Kuchaiev
arXiv preprint arXiv:2111.08634, 2021
122021
Fast conformer with linearly scalable attention for efficient speech recognition
D Rekesh, NR Koluguri, S Kriman, S Majumdar, V Noroozi, H Huang, ...
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023
102023
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022
O Hrinchuk, V Noroozi, A Khattar, A Peganov, S Subramanian, ...
Proceedings of the 19th International Conference on Spoken Language …, 2022
72022
Catalyst. RL: a distributed framework for reproducible RL research
S Kolesnikov, O Hrinchuk
arXiv preprint arXiv:1903.00027, 2019
62019
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation
Z Chen, H Huang, A Andrusenko, O Hrinchuk, KC Puvvada, J Li, S Ghosh, ...
arXiv preprint arXiv:2310.09424, 2023
22023
Finding the right recipe for low resource domain adaptation in neural machine translation
V Adams, S Subramanian, M Chrzanowski, O Hrinchuk, O Kuchaiev
arXiv preprint arXiv:2206.01137, 2022
12022
Leveraging Synthetic Targets for Machine Translation
S Mittal, O Hrinchuk, O Kuchaiev
arXiv preprint arXiv:2305.06155, 2023
2023
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023
O Hrinchuk, V Bataev, E Bakhturina, B Ginsburg
Proceedings of the 20th International Conference on Spoken Language …, 2023
2023
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