Vitaly Lavrukhin

According to our database, Vitaly Lavrukhin authored at least 23 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• 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

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

Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter.

Andrei Andrusenko, Aleksandr Laptev, Vladimir Bataev, Vitaly Lavrukhin, Boris Ginsburg

CoRR, 2024

Label-Looping: Highly Efficient Decoding for Transducers.

Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg

CoRR, 2024

A Chat about Boring Problems: Studying GPT-Based Text Normalization.

Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

NeMo Forced Aligner and its application to word alignment for subtitle generation.

Elena Rastorgueva, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Confidence-based Ensembles of End-to-End Speech Recognition Models.

Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator.

Vladimir Bataev, Roman Korostik, Evgeny Shabalin, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio.

Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the IEEE International Conference on Acoustics, 2023

LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of End-to-End ASR Models.

Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg

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

2022

Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition.

Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

2021

NeMo Toolbox for Speech Dataset Construction.

Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg

CoRR, 2021

A Toolbox for Construction and Analysis of Speech Datasets.

Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition.

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

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Hi-Fi Multi-Speaker English TTS Dataset.

Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg, Yang Zhang

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition.

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

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020

Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions.

Samuel Kriman, Stanislav Beliaev, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Yang Zhang

Proceedings of the 2020 IEEE International Conference on Acoustics, 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

Jasper: An End-to-End Convolutional Neural Acoustic Model.

Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Training Neural Speech Recognition Systems with Synthetic Speech Augmentation.

Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin

CoRR, 2018

OpenSeq2Seq: extensible toolkit for distributed and mixed precision training of sequence-to-sequence models.

Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman, Vitaly Lavrukhin, Carl Case, Paulius Micikevicius

CoRR, 2018