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)

Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. - Jason Li; Ravi Gadde; Boris Ginsburg; Vitaly Lavrukhin (CoRR, 2018)

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 (INTERSPEECH, 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)

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; et al. (CoRR, 2019)

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 089 (ICASSP, 2020)

Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition. - Jian Luo 007; Jianzong Wang; Ning Cheng 001; Edward Xiao; Jing Xiao 006; Georg Kucsko; Patrick K. O'Neill; Jagadeesh Balam; Slyne Deng; Adriana Flores; Boris Ginsburg; Jocelyn Huang; et al. (ICME, 2021)

Hi-Fi Multi-Speaker English TTS Dataset. - Evelina Bakhturina; Vitaly Lavrukhin; Boris Ginsburg; Yang Zhang 089 (Interspeech, 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 001; et al. (Interspeech, 2021)

A Toolbox for Construction and Analysis of Speech Datasets. - Evelina Bakhturina; Vitaly Lavrukhin; Boris Ginsburg (NeurIPS Datasets and Benchmarks, 2021)

NeMo Toolbox for Speech Dataset Construction. - Evelina Bakhturina; Vitaly Lavrukhin; Boris Ginsburg (CoRR, 2021)

Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. - Somshubra Majumdar; Shantanu Acharya; Vitaly Lavrukhin; Boris Ginsburg (SLT, 2022)

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 (ASRU, 2023)

Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio. - Yang Zhang 089; Krishna C. Puvvada; Vitaly Lavrukhin; Boris Ginsburg (ICASSP, 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 (INTERSPEECH, 2023)

Confidence-based Ensembles of End-to-End Speech Recognition Models. - Igor Gitman; Vitaly Lavrukhin; Aleksandr Laptev; Boris Ginsburg (INTERSPEECH, 2023)

NeMo Forced Aligner and its application to word alignment for subtitle generation. - Elena Rastorgueva; Vitaly Lavrukhin; Boris Ginsburg (INTERSPEECH, 2023)

A Chat about Boring Problems: Studying GPT-Based Text Normalization. - Yang Zhang 089; Travis M. Bartley; Mariana Graterol-Fuenmayor; Vitaly Lavrukhin; Evelina Bakhturina; Boris Ginsburg (ICASSP, 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 (INTERSPEECH, 2024)

Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. - Krishna C. Puvvada; Piotr Zelasko; He Huang 012; Oleksii Hrinchuk; Nithin Rao Koluguri; Kunal Dhawan; Somshubra Majumdar; Elena Rastorgueva; Zhehuai Chen; Vitaly Lavrukhin; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2024)

Label-Looping: Highly Efficient Decoding For Transducers. - Vladimir Bataev; Hainan Xu; Daniel Galvez; Vitaly Lavrukhin; Boris Ginsburg (SLT, 2024)

TTS-Transducer: End-to-End Speech Synthesis with Neural Transducer. - Vladimir Bataev; Subhankar Ghosh; Vitaly Lavrukhin; Jason Li (ICASSP, 2025)

Open Automatic Speech Recognition Models for Classical and Modern Standard Arabic. - Lilit Grigoryan; Nikolay Karpov; Enas Albasiri; Vitaly Lavrukhin; Boris Ginsburg (ICASSP, 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 (ICASSP, 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 (ICASSP, 2025)

Anticipating Future with Large Language Model for Simultaneous Machine Translation. - Siqi Ouyang; Oleksii Hrinchuk; Zhehuai Chen; Vitaly Lavrukhin; Jagadeesh Balam; Lei Li 005; Boris Ginsburg (NAACL (Long Papers), 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, 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, 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 012; Nikolay Karpov; Jagadeesh Balam; Vitaly Lavrukhin; Yifan Peng 003; Sara Papi; et al. (CoRR, 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 (CoRR, 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 (CoRR, 2025)