Oleg Rybakov

Principal Enginner, NVIDIA

Joined

October 2017

Names

Oleg Rybakov

Emails

****@amazon.com (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Enginner

NVIDIA (nvidia.com)

2024 – Present

Manager

Google (google.com)

2019 – 2024

Manager

Amazon (amazon.com)

2017 – 2019

Sr Applied Scientist

Amazon (amazon.com)

2012 – 2017

Sr Engineer

Samsung (samsung.co.kr)

2007 – 2011

Advisors, Relations & Conflicts

No relations added

Expertise

Speech Recognition

2017 – Present

Models optimization (quantization

sparsity)

1999 – Present

Computer vision

1999 – 2017

Publications

METHODS OF IMPROVING LLM TRAINING STABILITY
Oleg Rybakov, Mike Chrzanowski, Peter Dykas, Jinze Xue, Benjamin Lanir
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
RAND: Robustness Aware Norm Decay For Quantized Seq2seq Models
David Qiu, David Rim, Shaojin Ding, Oleg Rybakov, Yanzhang He
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
STEP: Learning N: M Structured Sparsity Masks from Scratch with Precondition
Yucheng Lu, Shivani Agrawal, Suvinay Subramanian, Oleg Rybakov, Christopher De Sa, Amir Yazdanbakhsh
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
4-bit Conformer with Native Quantization Aware Training for Speech Recognition
Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov
- 2022 (modified: 24 Apr 2023)
- INTERSPEECH 2022
- Readers: Everyone
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization
Fadi Biadsy, Youzheng Chen, Xia Zhang, Oleg Rybakov, Andrew Rosenberg, Pedro J. Moreno
- 2022 (modified: 24 Apr 2023)
- INTERSPEECH 2022
- Readers: Everyone
Streaming Parrotron for on-device speech-to-speech conversion
Oleg Rybakov, Fadi Biadsy, Xia Zhang, Liyang Jiang, Phoenix Meadowlark, Shivani Agrawal
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Real time spectrogram inversion on mobile phone
Oleg Rybakov, Marco Tagliasacchi, Yunpeng Li, Liyang Jiang, Xia Zhang, Fadi Biadsy
- Published: 01 Jan 2022, Last Modified: 23 May 2023
- CoRR 2022
- Readers: Everyone
Pareto-Optimal Quantized ResNet Is Mostly 4-Bit
AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CVPR Workshops 2021
- Readers: Everyone
Real-Time Speech Frequency Bandwidth Extension
Yunpeng Li, Marco Tagliasacchi, Oleg Rybakov, Victor Ungureanu, Dominik Roblek
- Published: 01 Jan 2021, Last Modified: 23 May 2023
- ICASSP 2021
- Readers: Everyone
Streaming Keyword Spotting on Mobile Devices
Oleg Rybakov, Natasha Kononenko, Niranjan Subrahmanya, Mirkó Visontai, Stella Laurenzo
- Published: 01 Jan 2020, Last Modified: 23 May 2023
- INTERSPEECH 2020
- Readers: Everyone

View all 13 publications

Co-Authors

View all 54 co-authors