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 | 284 | 2019 |
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 | 119 | 2019 |
Tensorized embedding layers for efficient model compression O Hrinchuk, V Khrulkov, L Mirvakhabova, E Orlova, I Oseledets arXiv preprint arXiv:1901.10787, 2019 | 113* | 2019 |
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 | 99 | 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 | 97 | 2018 |
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 | 75 | 2021 |
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 | 70 | 2023 |
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 | 51 | 2020 |
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, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 28 | 2024 |
Generalized Tensor Models for Recurrent Neural Networks V Khrulkov, O Hrinchuk, I Oseledets International Conference on Learning Representations (ICLR), 2019, 2018 | 28 | 2018 |
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 | 15 | 2017 |
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 | 13 | 2021 |
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 | 9 | 2022 |
Catalyst. rl: a distributed framework for reproducible rl research S Kolesnikov, O Hrinchuk arXiv preprint arXiv:1903.00027, 2019 | 7 | 2019 |
Less is more: Accurate speech recognition & translation without web-scale data KC Puvvada, P Żelasko, H Huang, O Hrinchuk, NR Koluguri, K Dhawan, ... arXiv preprint arXiv:2406.19674, 2024 | 6 | 2024 |
Bestow: Efficient and streamable speech language model with the best of two worlds in gpt and t5 Z Chen, H Huang, O Hrinchuk, KC Puvvada, NR Koluguri, P Żelasko, ... arXiv preprint arXiv:2406.19954, 2024 | 2 | 2024 |
Leveraging Synthetic Targets for Machine Translation S Mittal, O Hrinchuk, O Kuchaiev arXiv preprint arXiv:2305.06155, 2023 | 2 | 2023 |
EMMeTT: Efficient Multimodal Machine Translation Training P Żelasko, Z Chen, M Wang, D Galvez, O Hrinchuk, S Ding, K Hu, J Balam, ... arXiv preprint arXiv:2409.13523, 2024 | 1 | 2024 |
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 | 1 | 2022 |
Anticipating Future with Large Language Model for Simultaneous Machine Translation S Ouyang, O Hrinchuk, Z Chen, V Lavrukhin, J Balam, L Li, B Ginsburg arXiv preprint arXiv:2410.22499, 2024 | | 2024 |