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Vitaly Lavrukhin
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2020 – today
- 2024
- [c13]Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg:
A Chat about Boring Problems: Studying GPT-Based Text Normalization. ICASSP 2024: 10921-10925 - [i18]Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg:
Label-Looping: Highly Efficient Decoding for Transducers. CoRR abs/2406.06220 (2024) - [i17]Andrei Andrusenko, Aleksandr Laptev, Vladimir Bataev, Vitaly Lavrukhin, Boris Ginsburg:
Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter. CoRR abs/2406.07096 (2024) - [i16]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:
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR abs/2406.19674 (2024) - [i15]Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg:
Chain-of-Thought Prompting for Speech Translation. CoRR abs/2409.11538 (2024) - [i14]Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg:
EMMeTT: Efficient Multimodal Machine Translation Training. CoRR abs/2409.13523 (2024) - 2023
- [c12]Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg:
LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of End-to-End ASR Models. ASRU 2023: 1-7 - [c11]Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg:
Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio. ICASSP 2023: 1-5 - [c10]Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg:
Confidence-based Ensembles of End-to-End Speech Recognition Models. INTERSPEECH 2023: 1414-1418 - [c9]Vladimir Bataev, Roman Korostik, Evgeny Shabalin, Vitaly Lavrukhin, Boris Ginsburg:
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator. INTERSPEECH 2023: 2928-2932 - [c8]Elena Rastorgueva, Vitaly Lavrukhin, Boris Ginsburg:
NeMo Forced Aligner and its application to word alignment for subtitle generation. INTERSPEECH 2023: 5257-5258 - [i13]Vladimir Bataev, Roman Korostik, Evgeny Shabalin, Vitaly Lavrukhin, Boris Ginsburg:
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator. CoRR abs/2302.14036 (2023) - [i12]Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg:
Confidence-based Ensembles of End-to-End Speech Recognition Models. CoRR abs/2306.15824 (2023) - [i11]Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg:
Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio. CoRR abs/2308.05218 (2023) - [i10]Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg:
A Chat About Boring Problems: Studying GPT-based text normalization. CoRR abs/2309.13426 (2023) - [i9]Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg:
LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of end-to-end ASR Models. CoRR abs/2310.02943 (2023) - 2022
- [c7]Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg:
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. SLT 2022: 130-135 - [i8]Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg:
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. CoRR abs/2210.03255 (2022) - 2021
- [c6]Jian Luo, Jianzong Wang, Ning Cheng, Edward Xiao, Jing Xiao, Georg Kucsko, Patrick K. O'Neill, Jagadeesh Balam, Slyne Deng, Adriana Flores, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Jason Li:
Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition. ICME 2021: 1-6 - [c5]Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko:
SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition. Interspeech 2021: 1434-1438 - [c4]Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg, Yang Zhang:
Hi-Fi Multi-Speaker English TTS Dataset. Interspeech 2021: 2776-2780 - [c3]Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg:
A Toolbox for Construction and Analysis of Speech Datasets. NeurIPS Datasets and Benchmarks 2021 - [i7]Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko:
SPGISpeech: 5, 000 hours of transcribed financial audio for fully formatted end-to-end speech recognition. CoRR abs/2104.02014 (2021) - [i6]Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg:
NeMo Toolbox for Speech Dataset Construction. CoRR abs/2104.04896 (2021) - 2020
- [c2]Samuel Kriman, Stanislav Beliaev, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Yang Zhang:
Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions. ICASSP 2020: 6124-6128
2010 – 2019
- 2019
- [c1]Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde:
Jasper: An End-to-End Convolutional Neural Acoustic Model. INTERSPEECH 2019: 71-75 - [i5]Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde:
Jasper: An End-to-End Convolutional Neural Acoustic Model. CoRR abs/1904.03288 (2019) - [i4]Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen:
Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. CoRR abs/1905.11286 (2019) - [i3]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:
NeMo: a toolkit for building AI applications using Neural Modules. CoRR abs/1909.09577 (2019) - 2018
- [i2]Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman, Vitaly Lavrukhin, Carl Case, Paulius Micikevicius:
OpenSeq2Seq: extensible toolkit for distributed and mixed precision training of sequence-to-sequence models. CoRR abs/1805.10387 (2018) - [i1]Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin:
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. CoRR abs/1811.00707 (2018)
Coauthor Index
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