Jan Chorowski
Jan Chorowski
NavAlgo & Institute of Computer Science, University of Wrocław
Verified email at navalgo.com - Homepage
Title
Cited by
Cited by
Year
Attention-based models for speech recognition
JK Chorowski, D Bahdanau, D Serdyuk, K Cho, Y Bengio
Advances in neural information processing systems, 577-585, 2015
11022015
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
6452016
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
5902016
Robust 3d action recognition with random occupancy patterns
J Wang, Z Liu, J Chorowski, Z Chen, Y Wu
European Conference on Computer Vision, 872-885, 2012
4752012
State-of-the-art speech recognition with sequence-to-sequence models
CC Chiu, TN Sainath, Y Wu, R Prabhavalkar, P Nguyen, Z Chen, ...
2018 IEEE International Conference on Acoustics, Speech and Signal†…, 2018
3912018
Regularizing neural networks by penalizing confident output distributions
G Pereyra, G Tucker, J Chorowski, Ł Kaiser, G Hinton
arXiv preprint arXiv:1701.06548, 2017
2652017
End-to-end continuous speech recognition using attention-based recurrent nn: First results
J Chorowski, D Bahdanau, K Cho, Y Bengio
arXiv preprint arXiv:1412.1602, 2014
2602014
Blocks and fuel: Frameworks for deep learning
B Van MerriŽnboer, D Bahdanau, V Dumoulin, D Serdyuk, ...
arXiv preprint arXiv:1506.00619, 2015
1532015
Towards better decoding and language model integration in sequence to sequence models
J Chorowski, N Jaitly
arXiv preprint arXiv:1612.02695, 2016
1242016
Review and performance comparison of SVM-and ELM-based classifiers
J Chorowski, J Wang, JM Zurada
Neurocomputing 128, 507-516, 2014
1132014
Sequence-to-sequence models can directly translate foreign speech
RJ Weiss, J Chorowski, N Jaitly, Y Wu, Z Chen
arXiv preprint arXiv:1703.08581, 2017
952017
Learning understandable neural networks with nonnegative weight constraints
J Chorowski, JM Zurada
IEEE transactions on neural networks and learning systems 26 (1), 62-69, 2014
722014
Extracting rules from neural networks as decision diagrams
J Chorowski, JM Zurada
IEEE Transactions on Neural Networks 22 (12), 2435-2446, 2011
542011
Unsupervised speech representation learning using wavenet autoencoders
J Chorowski, RJ Weiss, S Bengio, A van den Oord
IEEE/ACM transactions on audio, speech, and language processing 27 (12†…, 2019
422019
Input switched affine networks: an RNN architecture designed for interpretability
JN Foerster, J Gilmer, J Sohl-Dickstein, J Chorowski, D Sussillo
Proceedings of the 34th International Conference on Machine Learning-Volume†…, 2017
29*2017
Lingvo: a modular and scalable framework for sequence-to-sequence modeling
J Shen, P Nguyen, Y Wu, Z Chen, MX Chen, Y Jia, A Kannan, T Sainath, ...
arXiv preprint arXiv:1902.08295, 2019
262019
Task loss estimation for sequence prediction
D Bahdanau, D Serdyuk, P Brakel, NR Ke, J Chorowski, A Courville, ...
arXiv preprint arXiv:1511.06456, 2015
252015
Correntropy-based document clustering via nonnegative matrix factorization
T Ensari, J Chorowski, JM Zurada
International Conference on Artificial Neural Networks, 347-354, 2012
112012
On using backpropagation for speech texture generation and voice conversion
J Chorowski, RJ Weiss, RA Saurous, S Bengio
2018 IEEE International Conference on Acoustics, Speech and Signal†…, 2018
92018
Learning understandable classifier models.
J Chorowski
82012
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Articles 1–20