Dmitriy Serdyuk

Researcher, Google

Joined

October 2017

Names

Dmitriy Serdyuk

Emails

****@gmail.com (Confirmed)

****@iro.umontreal.ca (Confirmed)

****@elementai.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Google (google.com)

2021 – Present

PhD student

University of Montreal (umontreal.ca)

2014 – 2020

Intern

Element AI (elementai.com)

2017 – 2018

Intern

Facebook (facebook.com)

2017 – 2017

Intern

International Business Machines (ibm.com)

2016 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Yoshua Bengio

2014 – 2020

Expertise

deep learning

2014 – 2017

speech recognition

2014 – 2017

RNNs

2014 – 2017

Publications

Conformers are All You Need for Visual Speech Recogntion
Oscar Chang, Hank Liao, Dmitriy Serdyuk, Ankit Shah, Olivier Siohan
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
On Robustness to Missing Video for Audiovisual Speech Recognition
Oscar Chang, Otavio Braga, Hank Liao, Dmitriy Serdyuk, Olivier Siohan
- Accepted by TMLR
- Readers: Everyone
Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
- 2022 (modified: 24 Apr 2023)
- INTERSPEECH 2022
- Readers: Everyone
Accounting for Variance in Machine Learning Benchmarks
Xavier Bouthillier, Pierre Delaunay, Mirko Bronzi, Assya Trofimov, Brennan Nichyporuk, Justin Szeto, Nazanin Mohammadi Sepahvand, Edward Raff, Kanika Madan, Vikram Voleti, Samira Ebrahimi Kahou, Vincent Michalski, Dmitriy Serdyuk, Tal Arbel, Christopher Pal, Gael Varoquaux, Pascal Vincent
- 13 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Accounting for Variance in Machine Learning Benchmarks
Xavier Bouthillier, Pierre Delaunay, Mirko Bronzi, Assya Trofimov, Brennan Nichyporuk, Justin Szeto, Naz Sepah, Edward Raff, Kanika Madan, Vikram Voleti, Samira Ebrahimi Kahou, Vincent Michalski, Dmitriy Serdyuk, Tal Arbel, Chris Pal, Gaël Varoquaux, Pascal Vincent
- 2021 (modified: 07 May 2026)
- CoRR 2021
- Readers: Everyone
Audio-Visual Speech Recognition is Worth 32×32×8 Voxels
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Audio-Visual Speech Recognition is Worth $32\times 32\times 8$ Voxels
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
- 2021 (modified: 24 Apr 2023)
- ASRU 2021
- Readers: Everyone
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
- 2018 (modified: 12 Jun 2023)
- IJCNN 2018
- Readers: Everyone
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
- 2018 (modified: 12 Jun 2023)
- CoRR 2018
- Readers: Everyone

View all 29 publications

Co-Authors

View all 158 co-authors