Boris Ginsburg

Boris Ginsburg, Mariya Popova, Oleksii Hrinchuk, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Large Batch Training of Convolutional Networks

Yang You, Boris Ginsburg, Igor Gitman, 2017, 1708.03888.

Mixed Precision Training pdf

Hao Wu, David García, Erich Elsen, 2017, ICLR.

Training Deep AutoEncoders for Collaborative Filtering pdf

Boris Ginsburg, Oleksii Kuchaiev, Boris Ginsburg, 2017, ArXiv.

Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification pdf

Boris Ginsburg, Igor Gitman, Boris Ginsburg, 2017, ArXiv.

The ForSpec Temporal Logic: A New Temporal Property-Specification Language

Avner Landver, Moshe Y. Vardi, Boris Ginsburg, 2002, TACAS.

Improving Noise Robustness of an End-to-End Neural Model for Automatic Speech Recognition

Boris Ginsburg, Somshubra Majumdar, Jagadeesh Balam, 2020, 2010.12715.

Application case study—machine learning

Boris Ginsburg, 2017 .

Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks pdf

Boris Ginsburg, Oleksii Kuchaiev, Huyen Nguyen, 2019, ArXiv.

TalkNet: Fully-Convolutional Non-Autoregressive Speech Synthesis Model

Boris Ginsburg, Yurii Rebryk, Stanislav Beliaev, 2020 .

MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition

Boris Ginsburg, Somshubra Majumdar, 2020, INTERSPEECH.

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

Boris Ginsburg, Oleksii Kuchaiev, Yang Zhang, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Citrinet: Closing the Gap between Non-Autoregressive and Autoregressive End-to-End Models for Automatic Speech Recognition

Boris Ginsburg, Somshubra Majumdar, Oleksii Hrinchuk, 2021, 2104.01721.

CarneliNet: Neural Mixture Model for Automatic Speech Recognition pdf

Boris Ginsburg, Somshubra Majumdar, Jagadeesh Balam, 2021, ArXiv.

A Unified Transformer-based Framework for Duplex Text Normalization pdf

Boris Ginsburg, Evelina Bakhturina, Tuan Manh Lai, 2021, ArXiv.

Mixer-TTS: Non-Autoregressive, Fast and Compact Text-to-Speech Model Conditioned on Language Model Embeddings

Boris Ginsburg, Oktai Tatanov, Stanislav Beliaev, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

SPGISpeech: 5, 000 hours of transcribed financial audio for fully formatted end-to-end speech recognition pdf

Shinji Watanabe, Boris Ginsburg, Somshubra Majumdar, 2021, Interspeech.

TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction pdf

Boris Ginsburg, Stanislav Beliaev, 2021, ArXiv.

NeMo Toolbox for Speech Dataset Construction pdf

Boris Ginsburg, Evelina Bakhturina, Vitaly Lavrukhin, 2021, ArXiv.

A Toolbox for Construction and Analysis of Speech Datasets

Boris Ginsburg, Evelina Bakhturina, Vitaly Lavrukhin, 2021, NeurIPS Datasets and Benchmarks.

TalkNet: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis

Boris Ginsburg, Stanislav Beliaev, Boris Ginsburg, 2021, Interspeech.

Hi-Fi Multi-Speaker English TTS Dataset

Boris Ginsburg, Evelina Bakhturina, Vitaly Lavrukhin, 2021, Interspeech 2021.

OpenChem: A Deep Learning Toolkit for Computational Chemistry and Drug Design

Olexandr Isayev, Boris Ginsburg, Alexander Tropsha, 2021, J. Chem. Inf. Model..

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

Boris Ginsburg, Jing Xiao, Jianzong Wang, 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME).

SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services pdf

Boris Ginsburg, Vahid Noroozi, Evelina Bakhturina, 2021, ArXiv.

NeMo Inverse Text Normalization: From Development To Production pdf

Boris Ginsburg, Kyle Gorman, Evelina Bakhturina, 2021, Interspeech 2021.

Adapting TTS models For New Speakers using Transfer Learning pdf

Boris Ginsburg, Paarth Neekhara, Jason Li, 2021, ArXiv.

CTC Variations Through New WFST Topologies pdf

Boris Ginsburg, Somshubra Majumdar, Aleksandr Laptev, 2021, ArXiv.

TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context pdf

Boris Ginsburg, Nithin Rao Koluguri, Taejin Park, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).