Boris Ginsburg

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 94

Top Topics

Speech Recognition

Top Venues

Publications

Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, Boris Ginsburg
ACE-VC: Adaptive and Controllable Voice Conversion using Explicitly Disentangled Self-supervised Speech Representations. CoRR (2023)
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation. CoRR (2023)
Travis M. Bartley, Fei Jia, Krishna C. Puvvada, Samuel Kriman, Boris Ginsburg
Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models. ICASSP (2023)
Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan, Jagadeesh Balam, Boris Ginsburg
Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. CoRR (2023)
Taejin Park, He Huang, Coleman Hooper, Nithin Rao Koluguri, Kunal Dhawan, Ante Jukic, Jagadeesh Balam, Boris Ginsburg
Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation. CoRR (2023)
Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. ICML (2023)
Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon
BigVGAN: A Universal Neural Vocoder with Large-Scale Training. ICLR (2023)
Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio. CoRR (2023)
Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. ASRU (2023)
Rohan Badlani, Akshit Arora, Subhankar Ghosh, Rafael Valle, Kevin J. Shih, João Felipe Santos, Boris Ginsburg, Bryan Catanzaro
Vani: Very-Lightweight Accent-Controllable TTS for Native And Non-Native Speakers With Identity Preservation. ICASSP (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)
Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, Boris Ginsburg
ACE-VC: Adaptive and Controllable Voice Conversion Using Explicitly Disentangled Self-Supervised Speech Representations. ICASSP (2023)
Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition. 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)
Aleksandr Laptev, Vladimir Bataev, Igor Gitman, Boris Ginsburg
Powerful and Extensible WFST Framework for RNN-Transducer Losses. CoRR (2023)
Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. CoRR (2023)
Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
Investigating End-to-End ASR Architectures for Long Form Audio Transcription. CoRR (2023)
Kunal Dhawan, Dima Rekesh, Boris Ginsburg
Towards training Bilingual and Code-Switched Speech Recognition models from Monolingual data sources. CoRR (2023)
Ante Jukic, Jagadeesh Balam, Boris Ginsburg
Flexible Multichannel Speech Enhancement for Noise-Robust Frontend. WASPAA (2023)
Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg
Confidence-based Ensembles of End-to-End Speech Recognition Models. CoRR (2023)
Oleksii Hrinchuk, Vladimir Bataev, Evelina Bakhturina, Boris Ginsburg
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023. IWSLT@ACL (2023)
Taejin Park, He Huang, Ante Jukic, Kunal Dhawan, Krishna C. Puvvada, Nithin Rao Koluguri, Nikolay Karpov, Aleksandr Laptev, Jagadeesh Balam, Boris Ginsburg
The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System. CoRR (2023)
Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg
SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings. CoRR (2023)
Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio. ICASSP (2023)
Dima Rekesh, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Ankur Kumar, Boris Ginsburg
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition. CoRR (2023)
Paarth Neekhara, Shehzeen Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. CoRR (2023)
He Huang, Jagadeesh Balam, Boris Ginsburg
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling. CoRR (2023)
Aleksandr Laptev, Vladimir Bataev, Igor Gitman, Boris Ginsburg
Powerful and Extensible WFST Framework for Rnn-Transducer Losses. 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)
Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
Multi-Blank Transducers for Speech Recognition. ICASSP (2023)
Rohan Badlani, Akshit Arora, Subhankar Ghosh, Rafael Valle, Kevin J. Shih, João Felipe Santos, Boris Ginsburg, Bryan Catanzaro
VANI: Very-lightweight Accent-controllable TTS for Native and Non-native speakers with Identity Preservation. CoRR (2023)
Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon
BigVGAN: A Universal Neural Vocoder with Large-Scale Training. CoRR (2022)
Taejin Park, Nithin Rao Koluguri, Fei Jia, Jagadeesh Balam, Boris Ginsburg
NeMo Open Source Speaker Diarization System. INTERSPEECH (2022)
Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
Multi-scale Speaker Diarization with Dynamic Scale Weighting. CoRR (2022)
Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg
CTC Variations Through New WFST Topologies. INTERSPEECH (2022)
Evelina Bakhturina, Yang Zhang, Boris Ginsburg
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization. INTERSPEECH (2022)
Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
AmberNet: A Compact End-to-End Model for Spoken Language Identification. CoRR (2022)
Travis M. Bartley, Fei Jia, Krishna C. Puvvada, Samuel Kriman, Boris Ginsburg
Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models. CoRR (2022)
Aleksandr Laptev, Boris Ginsburg
Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-to-End Automatic Speech Recognition. SLT (2022)
Evelina Bakhturina, Yang Zhang, Boris Ginsburg
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization. CoRR (2022)
Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. SLT (2022)
Oktai Tatanov, Stanislav Beliaev, Boris Ginsburg
Mixer-TTS: Non-Autoregressive, Fast and Compact Text-to-Speech Model Conditioned on Language Model Embeddings. ICASSP (2022)
Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
Multi-blank Transducers for Speech Recognition. CoRR (2022)
Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
Multi-scale Speaker Diarization with Dynamic Scale Weighting. INTERSPEECH (2022)
Aleksandr Laptev, Boris Ginsburg
Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-To-End Automatic Speech Recognition. CoRR (2022)
Cheng-Ping Hsieh, Subhankar Ghosh, Boris Ginsburg
Adapter-Based Extension of Multi-Speaker Text-to-Speech Model for New Speakers. CoRR (2022)
Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg
Thutmose Tagger: Single-pass neural model for Inverse Text Normalization. CoRR (2022)
Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context. ICASSP (2022)
Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. CoRR (2022)
Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg
Thutmose Tagger: Single-pass neural model for Inverse Text Normalization. INTERSPEECH (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)
Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context. CoRR (2021)
Yang Zhang, Evelina Bakhturina, Boris Ginsburg
NeMo (Inverse) Text Normalization: From Development to Production. Interspeech (2021)
Stanislav Beliaev, Boris Ginsburg
TalkNet: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis. Interspeech (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)
Fei Jia, Somshubra Majumdar, Boris Ginsburg
MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection. ICASSP (2021)
Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg
CTC Variations Through New WFST Topologies. CoRR (2021)
Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
A Toolbox for Construction and Analysis of Speech Datasets. NeurIPS Datasets and Benchmarks (2021)
Aleksei Kalinov, Somshubra Majumdar, Jagadeesh Balam, Boris Ginsburg
CarneliNet: Neural Mixture Model for Automatic Speech Recognition. CoRR (2021)
Paarth Neekhara, Jason Li, Boris Ginsburg
Adapting TTS models For New Speakers using Transfer Learning. CoRR (2021)
Maria Korshunova, Boris Ginsburg, Alexander Tropsha, Olexandr Isayev
OpenChem: A Deep Learning Toolkit for Computational Chemistry and Drug Design. J. Chem. Inf. Model. 61 (1) (2021)
Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji
A Unified Transformer-based Framework for Duplex Text Normalization. CoRR (2021)
Yang Zhang, Vahid Noroozi, Evelina Bakhturina, Boris Ginsburg
SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services. CoRR (2021)
Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg
NeMo Inverse Text Normalization: From Development To Production. CoRR (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)
Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg
NeMo Inverse Text Normalization: From Development to Production. Interspeech (2021)
Stanislav Beliaev, Boris Ginsburg
TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction. 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)
Fei Jia, Somshubra Majumdar, Boris Ginsburg
MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection. CoRR (2020)
Somshubra Majumdar, Boris Ginsburg
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition. INTERSPEECH (2020)
Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg
Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model. ICASSP (2020)
Boris Ginsburg
On regularization of gradient descent, layer imbalance and flat minima. CoRR (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 Hrinchuk, Mariya Popova, Boris Ginsburg
Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model. CoRR (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)
Peter H. Jin, Boris Ginsburg, Kurt Keutzer
Spatially Parallel Convolutions. ICLR (Workshop) (2018)
Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David García, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu
Mixed Precision Training. ICLR (Poster) (2018)
Anastasia Dubrovina, Pavel Kisilev, Boris Ginsburg, Sharbell Y. Hashoul, Ron Kimmel
Computational mammography using deep neural networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 (3) (2018)
Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. CoRR (2018)
Oleksii Kuchaiev, Boris Ginsburg
Factorization tricks for LSTM networks. ICLR (Workshop) (2017)
Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David García, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu
Mixed Precision Training. CoRR (2017)
Yang You, Igor Gitman, Boris Ginsburg
Scaling SGD Batch Size to 32K for ImageNet Training. CoRR (2017)
Igor Gitman, Boris Ginsburg
Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification. CoRR (2017)
Oleksii Kuchaiev, Boris Ginsburg
Factorization tricks for LSTM networks. CoRR (2017)
Oleksii Kuchaiev, Boris Ginsburg
Training Deep AutoEncoders for Collaborative Filtering. CoRR (2017)
Kevin Vincent, Kevin Stephano, Michael A. Frumkin, Boris Ginsburg, Julien Demouth
On Improving the Numerical Stability of Winograd Convolutions. ICLR (Workshop) (2017)
Elad Richardson, Rom Herskovitz, Boris Ginsburg, Michael Zibulevsky
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques. CoRR (2016)
Elad Richardson, Rom Herskovitz, Boris Ginsburg, Michael Zibulevsky
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques. NIPS (2016)
Roy Armoni, Limor Fix, Alon Flaisher, Rob Gerth, Boris Ginsburg, Tomer Kanza, Avner Landver, Sela Mador-Haim, Eli Singerman, Andreas Tiemeyer, Moshe Y. Vardi, Yael Zbar
The ForSpec Temporal Logic: A New Temporal Property-Specification Language. TACAS (2002)