Dmitriy Serdyuk

33 papers A 3B 1C 1Misc 3Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2024 Misc conf
Conformer is All You Need for Visual Speech Recognition.
ICASSP
Oscar Chang, Hank Liao, Dmitriy Serdyuk, Ankit Shahy, Olivier Siohan
2024 A conf
USM RNN-T model weights binarization.
INTERSPEECH
Oleg Rybakov, Dmitriy Serdyuk, Chengjian Zheng
2024 J jnl
USM RNN-T model weights binarization.
CoRR
Oleg Rybakov, Dmitriy Serdyuk, Chengjian Zheng
2023 J jnl
Audio-visual fine-tuning of audio-only ASR models.
CoRR
Avner May, Dmitriy Serdyuk, Ankit Parag Shah, Otavio Braga, Olivier Siohan
2023 J jnl
Conformers are All You Need for Visual Speech Recogntion.
CoRR
Oscar Chang, Hank Liao, Dmitriy Serdyuk, Ankit Parag Shah, Olivier Siohan
2023 J jnl
On Robustness to Missing Video for Audiovisual Speech Recognition.
CoRR
Oscar Chang, Otavio Braga, Hank Liao, Dmitriy Serdyuk, Olivier Siohan
2022 J jnl
On Robustness to Missing Video for Audiovisual Speech Recognition.
Trans. Mach. Learn. Res.
Oscar Chang, Otavio Braga, Hank Liao, Dmitriy Serdyuk, Olivier Siohan
2022 A conf
Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video.
INTERSPEECH
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
2022 J jnl
Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition.
CoRR
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
2021 J jnl
Accounting for Variance in Machine Learning Benchmarks.
CoRR
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 C conf
Audio-Visual Speech Recognition is Worth $32\times 32\times 8$ Voxels.
ASRU
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
2021 J jnl
Audio-Visual Speech Recognition is Worth 32×32×8 Voxels.
CoRR
Dmitriy Serdyuk, Otavio Braga, Olivier Siohan
2018 — conf
Deep Complex Networks.
ICLR (Poster)
Chiheb Trabelsi, Olexa Bilaniuk, Ying Zhang, Dmitriy Serdyuk, Sandeep Subramanian, João Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Christopher J. Pal
2018 J jnl
Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations.
CoRR
Alex Lamb, Jonathan Binas, Anirudh Goyal, Dmitriy Serdyuk, Sandeep Subramanian, Ioannis Mitliagkas, Yoshua Bengio
2018 B conf
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation.
IJCNN
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
2018 J jnl
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation.
CoRR
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
2018 Misc conf
Towards End-to-end Spoken Language Understanding.
ICASSP
Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen, Anuj Kumar, Baiyang Liu, Yoshua Bengio
2018 J jnl
Towards end-to-end spoken language understanding.
CoRR
Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen, Anuj Kumar, Baiyang Liu, Yoshua Bengio
2018 — conf
Twin Networks: Matching the Future for Sequence Generation.
ICLR (Poster)
Dmitriy Serdyuk, Nan Rosemary Ke, Alessandro Sordoni, Adam Trischler, Chris Pal, Yoshua Bengio
2018 A conf
Twin Regularization for Online Speech Recognition.
INTERSPEECH
Mirco Ravanelli, Dmitriy Serdyuk, Yoshua Bengio
2018 J jnl
Twin Regularization for online speech recognition.
CoRR
Mirco Ravanelli, Dmitriy Serdyuk, Yoshua Bengio
2018 — conf
Unsupervised adversarial domain adaptation for acoustic scene classification.
DCASE
Shayan Gharib, Konstantinos Drossos, Emre Cakir, Dmitriy Serdyuk, Tuomas Virtanen
2018 J jnl
Unsupervised adversarial domain adaptation for acoustic scene classification.
CoRR
Shayan Gharib, Konstantinos Drossos, Emre Çakir, Dmitriy Serdyuk, Tuomas Virtanen
2017 J jnl
Deep Complex Networks.
CoRR
Chiheb Trabelsi, Olexa Bilaniuk, Dmitriy Serdyuk, Sandeep Subramanian, João Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Christopher J. Pal
2017 J jnl
Twin Networks: Using the Future as a Regularizer.
CoRR
Dmitriy Serdyuk, Nan Rosemary Ke, Alessandro Sordoni, Chris Pal, Yoshua Bengio
2016 Misc conf
End-to-end attention-based large vocabulary speech recognition.
ICASSP
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio
2016 J jnl
Invariant Representations for Noisy Speech Recognition.
CoRR
Dmitriy Serdyuk, Kartik Audhkhasi, Philemon Brakel, Bhuvana Ramabhadran, Samuel Thomas, Yoshua Bengio
2016 J jnl
Theano: A Python framework for fast computation of mathematical expressions.
CoRR
Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph P. Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang
2015 — conf
Attention-Based Models for Speech Recognition.
NIPS
Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio
2015 J jnl
Attention-Based Models for Speech Recognition.
CoRR
Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio
2015 J jnl
Blocks and Fuel: Frameworks for deep learning.
CoRR
Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio
2015 J jnl
End-to-End Attention-based Large Vocabulary Speech Recognition.
CoRR
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio
2015 J jnl
Task Loss Estimation for Sequence Prediction.
CoRR
Dzmitry Bahdanau, Dmitriy Serdyuk, Philemon Brakel, Nan Rosemary Ke, Jan Chorowski, Aaron C. Courville, Yoshua Bengio