Vitaly Lavrukhin

60 papers A* 1A 14C 5Misc 7Journal 29Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Anticipating Future with Large Language Model for Simultaneous Machine Translation. NAACL (Long Papers) Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg
2025	Misc	`conf`	Chain-of-Thought Prompting for Speech Translation. ICASSP Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2025	Misc	`conf`	EMMeTT: Efficient Multimodal Machine Translation Training. ICASSP Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2025	A*	`conf`	Extending Automatic Machine Translation Evaluation to Book-Length Documents. EMNLP Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang, Ping-Chun Hsieh, Wen-Chih Peng, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	Extending Automatic Machine Translation Evaluation to Book-Length Documents. CoRR Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang, Ping-Chun Hsieh, Wen-Chih Peng, Vitaly Lavrukhin, Boris Ginsburg
2025	C	`conf`	FlexCTC: GPU-powered CTC Beam Decoding With Advanced Contextual Abilities. ASRU Lilit Grigoryan, Vladimir Bataev, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	FlexCTC: GPU-powered CTC Beam Decoding With Advanced Contextual Abilities. CoRR Lilit Grigoryan, Vladimir Bataev, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Boris Ginsburg
2025	A	`conf`	From Scarcity to Sufficiency: Speech Recognition Pipeline for Zero-resource Language. INTERSPEECH Nikolay Karpov, Sofia Kostandian, Nune Tadevosyan, Alexan Ayrapetyan, Andrei Andrusenko, Ara Yeroyan, Mher Yerznkanyan, Vitaly Lavrukhin
2025	A	`conf`	Granary: Speech Recognition and Translation Dataset in 25 European Languages. INTERSPEECH 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
2025	J	`jnl`	Granary: Speech Recognition and Translation Dataset in 25 European Languages. CoRR 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
2025	J	`jnl`	Methods to Increase the Amount of Data for Speech Recognition for Low Resource Languages. CoRR Alexan Ayrapetyan, Sofia Kostandian, Ara Yeroyan, Mher Yerznkanyan, Nikolay Karpov, Nune Tadevosyan, Vitaly Lavrukhin, Boris Ginsburg
2025	A	`conf`	NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding. INTERSPEECH Vladimir Bataev, Andrei Andrusenko, Lilit Grigoryan, Aleksandr Laptev, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding. CoRR Vladimir Bataev, Andrei Andrusenko, Lilit Grigoryan, Aleksandr Laptev, Vitaly Lavrukhin, Boris Ginsburg
2025	Misc	`conf`	Open Automatic Speech Recognition Models for Classical and Modern Standard Arabic. ICASSP Lilit Grigoryan, Nikolay Karpov, Enas Albasiri, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	Open Automatic Speech Recognition Models for Classical and Modern Standard Arabic. CoRR Lilit Grigoryan, Nikolay Karpov, Enas Albasiri, Vitaly Lavrukhin, Boris Ginsburg
2025	C	`conf`	Open Full-duplex Voice Agent with Speech-to-Speech Language Model. ASRU 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
2025	A	`conf`	Pushing the Limits of Beam Search Decoding for Transducer-based ASR models. INTERSPEECH Lilit Grigoryan, Vladimir Bataev, Andrei Andrusenko, Hainan Xu, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	Pushing the Limits of Beam Search Decoding for Transducer-based ASR models. CoRR Lilit Grigoryan, Vladimir Bataev, Andrei Andrusenko, Hainan Xu, Vitaly Lavrukhin, Boris Ginsburg
2025	Misc	`conf`	TTS-Transducer: End-to-End Speech Synthesis with Neural Transducer. ICASSP Vladimir Bataev, Subhankar Ghosh, Vitaly Lavrukhin, Jason Li
2025	J	`jnl`	TTS-Transducer: End-to-End Speech Synthesis with Neural Transducer. CoRR Vladimir Bataev, Subhankar Ghosh, Vitaly Lavrukhin, Jason Li
2025	C	`conf`	Training and Inference Efficiency of Encoder-Decoder Speech Models. ASRU 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
2025	J	`jnl`	Training and Inference Efficiency of Encoder-Decoder Speech Models. CoRR Piotr Zelasko, Kunal Dhawan, Daniel Galvez, Krishna C. Puvvada, Ankita Pasad, Nithin Rao Koluguri, Ke Hu, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2025	C	`conf`	TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree. ASRU Andrei Andrusenko, Vladimir Bataev, Lilit Grigoryan, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree. CoRR Andrei Andrusenko, Vladimir Bataev, Lilit Grigoryan, Vitaly Lavrukhin, Boris Ginsburg
2025	A	`conf`	Unified Semi-Supervised Pipeline for Automatic Speech Recognition. INTERSPEECH Nune Tadevosyan, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Ante Jukic
2024	Misc	`conf`	A Chat about Boring Problems: Studying GPT-Based Text Normalization. ICASSP Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg
2024	J	`jnl`	Anticipating Future with Large Language Model for Simultaneous Machine Translation. CoRR Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg
2024	J	`jnl`	Chain-of-Thought Prompting for Speech Translation. CoRR Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	EMMeTT: Efficient Multimodal Machine Translation Training. CoRR Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2024	A	`conf`	Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter. INTERSPEECH Andrei Andrusenko, Aleksandr Laptev, Vladimir Bataev, Vitaly Lavrukhin, Boris Ginsburg
2024	J	`jnl`	Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter. CoRR Andrei Andrusenko, Aleksandr Laptev, Vladimir Bataev, Vitaly Lavrukhin, Boris Ginsburg
2024	—	`conf`	Label-Looping: Highly Efficient Decoding For Transducers. SLT Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg
2024	J	`jnl`	Label-Looping: Highly Efficient Decoding for Transducers. CoRR Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg
2024	A	`conf`	Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. INTERSPEECH 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
2024	J	`jnl`	Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR 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
2023	J	`jnl`	A Chat About Boring Problems: Studying GPT-based text normalization. CoRR Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg
2023	A	`conf`	Confidence-based Ensembles of End-to-End Speech Recognition Models. INTERSPEECH Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg
2023	J	`jnl`	Confidence-based Ensembles of End-to-End Speech Recognition Models. CoRR Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg
2023	Misc	`conf`	Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio. ICASSP Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio. CoRR Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
2023	C	`conf`	LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of End-to-End ASR Models. ASRU Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of end-to-end ASR Models. CoRR Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2023	A	`conf`	NeMo Forced Aligner and its application to word alignment for subtitle generation. INTERSPEECH Elena Rastorgueva, Vitaly Lavrukhin, Boris Ginsburg
2023	A	`conf`	Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator. INTERSPEECH Vladimir Bataev, Roman Korostik, Evgeny Shabalin, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator. CoRR Vladimir Bataev, Roman Korostik, Evgeny Shabalin, Vitaly Lavrukhin, Boris Ginsburg
2022	—	`conf`	Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. SLT Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
2022	J	`jnl`	Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. CoRR Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
2021	—	`conf`	A Toolbox for Construction and Analysis of Speech Datasets. NeurIPS Datasets and Benchmarks Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2021	A	`conf`	Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition. ICME 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
2021	A	`conf`	Hi-Fi Multi-Speaker English TTS Dataset. Interspeech Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg, Yang Zhang
2021	J	`jnl`	NeMo Toolbox for Speech Dataset Construction. CoRR Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2021	A	`conf`	SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition. Interspeech 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
2021	J	`jnl`	SPGISpeech: 5, 000 hours of transcribed financial audio for fully formatted end-to-end speech recognition. CoRR 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
2020	Misc	`conf`	Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions. ICASSP Samuel Kriman, Stanislav Beliaev, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Yang Zhang
2019	A	`conf`	Jasper: An End-to-End Convolutional Neural Acoustic Model. INTERSPEECH Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde
2019	J	`jnl`	Jasper: An End-to-End Convolutional Neural Acoustic Model. CoRR Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde
2019	J	`jnl`	NeMo: a toolkit for building AI applications using Neural Modules. CoRR 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
2019	J	`jnl`	Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. CoRR Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen
2018	J	`jnl`	OpenSeq2Seq: extensible toolkit for distributed and mixed precision training of sequence-to-sequence models. CoRR Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman, Vitaly Lavrukhin, Carl Case, Paulius Micikevicius
2018	J	`jnl`	Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. CoRR Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin