Attention-Based Models for Speech Recognition. - Jan Chorowski; Dzmitry Bahdanau; Dmitriy Serdyuk; Kyunghyun Cho; Yoshua Bengio (NIPS, 2015)

Task Loss Estimation for Sequence Prediction. - Dzmitry Bahdanau; Dmitriy Serdyuk; Philemon Brakel; Nan Rosemary Ke; Jan Chorowski; Aaron C. Courville; Yoshua Bengio (CoRR, 2015)

Blocks and Fuel: Frameworks for deep learning. - Bart van Merriënboer; Dzmitry Bahdanau; Vincent Dumoulin; Dmitriy Serdyuk; David Warde-Farley; Jan Chorowski; Yoshua Bengio (CoRR, 2015)

End-to-end attention-based large vocabulary speech recognition. - Dzmitry Bahdanau; Jan Chorowski; Dmitriy Serdyuk; Philemon Brakel; Yoshua Bengio (ICASSP, 2016)

Theano: A Python framework for fast computation of mathematical expressions. - 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; et al. (CoRR, 2016)

Invariant Representations for Noisy Speech Recognition. - Dmitriy Serdyuk; Kartik Audhkhasi; Philemon Brakel; Bhuvana Ramabhadran; Samuel Thomas 001; Yoshua Bengio (CoRR, 2016)

Deep Complex Networks. - Chiheb Trabelsi; Olexa Bilaniuk; Dmitriy Serdyuk; Sandeep Subramanian; João Felipe Santos; Soroush Mehri; Negar Rostamzadeh; Yoshua Bengio; Christopher J. Pal (CoRR, 2017)

Twin Networks: Using the Future as a Regularizer. - Dmitriy Serdyuk; Nan Rosemary Ke; Alessandro Sordoni; Chris Pal; Yoshua Bengio (CoRR, 2017)

Unsupervised adversarial domain adaptation for acoustic scene classification. - Shayan Gharib; Konstantinos Drossos; Emre Cakir; Dmitriy Serdyuk; Tuomas Virtanen (DCASE, 2018)

Towards End-to-end Spoken Language Understanding. - Dmitriy Serdyuk; Yongqiang Wang 005; Christian Fuegen; Anuj Kumar; Baiyang Liu; Yoshua Bengio (ICASSP, 2018)

Twin Networks: Matching the Future for Sequence Generation. - Dmitriy Serdyuk; Nan Rosemary Ke; Alessandro Sordoni; Adam Trischler; Chris Pal; Yoshua Bengio (ICLR (Poster), 2018)

Deep Complex Networks. - Chiheb Trabelsi; Olexa Bilaniuk; Ying Zhang 033; Dmitriy Serdyuk; Sandeep Subramanian; João Felipe Santos; Soroush Mehri; Negar Rostamzadeh; Yoshua Bengio; Christopher J. Pal (ICLR (Poster), 2018)

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 (IJCNN, 2018)

Twin Regularization for Online Speech Recognition. - Mirco Ravanelli; Dmitriy Serdyuk; Yoshua Bengio (INTERSPEECH, 2018)

Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations. - Alex Lamb; Jonathan Binas; Anirudh Goyal; Dmitriy Serdyuk; Sandeep Subramanian; Ioannis Mitliagkas; Yoshua Bengio (CoRR, 2018)

Audio-Visual Speech Recognition is Worth $32 times 32 times 8$ Voxels. - Dmitriy Serdyuk; Otavio Braga; Olivier Siohan (ASRU, 2021)

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; et al. (CoRR, 2021)

Audio-Visual Speech Recognition is Worth 32×32×8 Voxels. - Dmitriy Serdyuk; Otavio Braga; Olivier Siohan (CoRR, 2021)

Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video. - Dmitriy Serdyuk; Otavio Braga; Olivier Siohan (INTERSPEECH, 2022)

Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition. - Dmitriy Serdyuk; Otavio Braga; Olivier Siohan (CoRR, 2022)

On Robustness to Missing Video for Audiovisual Speech Recognition. - Oscar Chang; Otavio Braga; Hank Liao; Dmitriy Serdyuk; Olivier Siohan (Trans. Mach. Learn. Res., 2022)

Conformers are All You Need for Visual Speech Recogntion. - Oscar Chang; Hank Liao; Dmitriy Serdyuk; Ankit Parag Shah; Olivier Siohan (CoRR, 2023)

Audio-visual fine-tuning of audio-only ASR models. - Avner May; Dmitriy Serdyuk; Ankit Parag Shah; Otavio Braga; Olivier Siohan (CoRR, 2023)

Conformer is All You Need for Visual Speech Recognition. - Oscar Chang; Hank Liao; Dmitriy Serdyuk; Ankit Shahy; Olivier Siohan (ICASSP, 2024)

USM RNN-T model weights binarization. - Oleg Rybakov; Dmitriy Serdyuk; Chengjian Zheng (INTERSPEECH, 2024)