Vitaly Lavrukhin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Speech Recognition

Domain Adaptation

Transfer Learning

Stochastic Gradient

Top Venues

Publications

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 (2024)
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 (2024)
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)
Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg
Label-Looping: Highly Efficient Decoding for Transducers. CoRR (2024)
Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio. CoRR (2023)
Elena Rastorgueva, Vitaly Lavrukhin, Boris Ginsburg
NeMo Forced Aligner and its application to word alignment for subtitle generation. INTERSPEECH (2023)
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)
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 (2023)
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 (2023)
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)
Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg
Confidence-based Ensembles of End-to-End Speech Recognition Models. INTERSPEECH (2023)
Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg
Confidence-based Ensembles of End-to-End Speech Recognition Models. CoRR (2023)
Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio. ICASSP (2023)
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 (2023)
Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. SLT (2022)
Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. CoRR (2022)
Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg, Yang Zhang
Hi-Fi Multi-Speaker English TTS Dataset. Interspeech (2021)
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)
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)
Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
A Toolbox for Construction and Analysis of Speech Datasets. NeurIPS Datasets and Benchmarks (2021)
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 (2021)
Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
NeMo Toolbox for Speech Dataset Construction. CoRR (2021)
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)
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 (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
NeMo: a toolkit for building AI applications using Neural Modules. CoRR (2019)
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 (2019)
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)
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 (2018)
Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. CoRR (2018)