Vitaly Lavrukhin

According to our database, Vitaly Lavrukhin authored at least 41 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Reducing the Offline-Streaming Gap for Unified ASR Transducer with Consistency Regularization.

Andrei Andrusenko, Vladimir Bataev, Lilit Grigoryan, Nune Tadevosyan, Vitaly Lavrukhin, Boris Ginsburg

CoRR, April, 2026

Hierarchical Policy Optimization for Simultaneous Translation of Unbounded Speech.

Siqi Ouyang, Shuoyang Ding, Oleksii Hrinchuk, Vitaly Lavrukhin, Brian Yan, Boris Ginsburg, Lei Li

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Training and Inference Efficiency of Encoder-Decoder Speech Models.

Piotr Zelasko, Kunal Dhawan, Daniel Galvez, Krishna C. Puvvada, Ankita Pasad, Nithin Rao Koluguri, Ke Hu, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg

CoRR, March, 2025

Methods to Increase the Amount of Data for Speech Recognition for Low Resource Languages.

Alexan Ayrapetyan, Sofia Kostandian, Ara Yeroyan, Mher Yerznkanyan, Nikolay Karpov, Nune Tadevosyan, Vitaly Lavrukhin, Boris Ginsburg

CoRR, January, 2025

Nvidia-Nemo's WMT 2025 Metrics Shared Task Submission.

Brian Yan, Shuoyang Ding, Kuang-Da Wang, Siqi Ouyang, Oleksii Hrinchuk, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the Tenth Conference on Machine Translation, 2025

Anticipating Future with Large Language Model for Simultaneous Machine Translation.

Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Unified Semi-Supervised Pipeline for Automatic Speech Recognition.

Nune Tadevosyan, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Ante Jukic

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Granary: Speech Recognition and Translation Dataset in 25 European Languages.

Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

From Scarcity to Sufficiency: Speech Recognition Pipeline for Zero-resource Language.

Nikolay Karpov, Sofia Kostandian, Nune Tadevosyan, Alexan Ayrapetyan, Andrei Andrusenko, Ara Yeroyan, Mher Yerznkanyan, Vitaly Lavrukhin

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Pushing the Limits of Beam Search Decoding for Transducer-based ASR models.

Lilit Grigoryan, Vladimir Bataev, Andrei Andrusenko, Hainan Xu, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding.

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

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

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

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

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

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Open Automatic Speech Recognition Models for Classical and Modern Standard Arabic.

Lilit Grigoryan, Nikolay Karpov, Enas Albasiri, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

TTS-Transducer: End-to-End Speech Synthesis with Neural Transducer.

Vladimir Bataev, Subhankar Ghosh, Vitaly Lavrukhin, Jason Li

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Extending Automatic Machine Translation Evaluation to Book-Length Documents.

Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang, Ping-Chun Hsieh, Wen-Chih Peng, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Training and Inference Efficiency of Encoder-Decoder Speech Models.

Piotr Zelasko, Kunal Dhawan, Daniel Galvez, Krishna C. Puvvada, Ankita Pasad, Travis M. Bartley, Nithin Rao Koluguri, Ke Hu, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

FlexCTC: GPU-powered CTC Beam Decoding With Advanced Contextual Abilities.

Lilit Grigoryan, Vladimir Bataev, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

Open Full-duplex Voice Agent with Speech-to-Speech Language Model.

Edresson Casanova, Chen Chen, Kevin Hu, Ankita Pasad, Elena Rastorgueva, Seelan Lakshmi Narasimhan, Slyne Deng, Ehsan Hosseini-Asl, Piotr Zelasko, Valentin Mendelev, Subhankar Ghosh, Yifan Peng, Zhehuai Chen, Jason Li, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree.

Andrei Andrusenko, Vladimir Bataev, Lilit Grigoryan, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

2024

Label-Looping: Highly Efficient Decoding For Transducers.

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

Proceedings of the IEEE Spoken Language Technology Workshop, 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

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 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

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 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