Dmitriy Serdyuk
Dmitriy Serdyuk
Ph.D. student at MILA, University of Montreal
Verifierad e-postadress på lisa.iro.umontreal.ca
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Attention-based models for speech recognition
J Chorowski, D Bahdanau, D Serdyuk, K Cho, Y Bengio
arXiv preprint arXiv:1506.07503, 2015
18532015
End-to-end attention-based large vocabulary speech recognition
D Bahdanau, J Chorowski, D Serdyuk, P Brakel, Y Bengio
2016 IEEE international conference on acoustics, speech and signal …, 2016
9852016
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
839*2016
Deep complex networks
C Trabelsi, O Bilaniuk, Y Zhang, D Serdyuk, S Subramanian, JF Santos, ...
arXiv preprint arXiv:1705.09792, 2017
3332017
Blocks and fuel: Frameworks for deep learning
B Van Merriënboer, D Bahdanau, V Dumoulin, D Serdyuk, ...
arXiv preprint arXiv:1506.00619, 2015
1792015
Towards end-to-end spoken language understanding
D Serdyuk, Y Wang, C Fuegen, A Kumar, B Liu, Y Bengio
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
1252018
Invariant representations for noisy speech recognition
D Serdyuk, K Audhkhasi, P Brakel, B Ramabhadran, S Thomas, Y Bengio
arXiv preprint arXiv:1612.01928, 2016
612016
Twin networks: Matching the future for sequence generation
D Serdyuk, NR Ke, A Sordoni, A Trischler, C Pal, Y Bengio
arXiv preprint arXiv:1708.06742, 2017
56*2017
Fortified networks: Improving the robustness of deep networks by modeling the manifold of hidden representations
A Lamb, J Binas, A Goyal, D Serdyuk, S Subramanian, I Mitliagkas, ...
arXiv preprint arXiv:1804.02485, 2018
352018
Unsupervised adversarial domain adaptation for acoustic scene classification
S Gharib, K Drossos, E Cakir, D Serdyuk, T Virtanen
arXiv preprint arXiv:1808.05777, 2018
312018
Task loss estimation for sequence prediction
D Bahdanau, D Serdyuk, P Brakel, NR Ke, J Chorowski, A Courville, ...
arXiv preprint arXiv:1511.06456, 2015
282015
MaD TwinNet: Masker-denoiser architecture with twin networks for monaural sound source separation
K Drossos, SI Mimilakis, D Serdyuk, G Schuller, T Virtanen, Y Bengio
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
242018
Twin regularization for online speech recognition
M Ravanelli, D Serdyuk, Y Bengio
arXiv preprint arXiv:1804.05374, 2018
132018
Bayesian rating systems with additional information on tournament results
SI Nikolenko, DV Serdyuk, AV Sirotkin
Trudy SPIIRAN 22, 189-204, 2012
6*2012
Accounting for variance in machine learning benchmarks
X Bouthillier, P Delaunay, M Bronzi, A Trofimov, B Nichyporuk, J Szeto, ...
Proceedings of Machine Learning and Systems 3, 2021
42021
Deep Complex Networks
T Chiheb, O Bilaniuk, D Serdyuk
CoRR, 2017
12017
Advances in deep learning methods for speech recognition and understanding
D Serdyuk
2020
Multi-Class Few Shot Learning Task and Controllable Environment
D Serdyuk, N Rostamzadeh, PO Pinheiro, B Oreshkin, Y Bengio
2019
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Artiklar 1–18