Publications (18)
Sequence-to-Sequence Models Can Directly Translate Foreign Speech
Ron J. Weiss, Jan Chorowski, Navdeep Jaitly +2
Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing
Jan Chorowski, MichaÅ Zapotoczny, PaweÅ Rychlikowski
Attention-Based Models for Speech Recognition
Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk +2
End-to-End Attention-based Large Vocabulary Speech Recognition
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk +2
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability
Jakob N. Foerster, Justin Gilmer, Jan Chorowski +2
Towards better decoding and language model integration in sequence to sequence models
Jan Chorowski, Navdeep Jaitly
Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees
Jan Chorowski, Adrian Lancucki, Bartosz Kostka +1
Blocks and Fuel: Frameworks for deep learning
Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin +4
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results
Jan Chorowski, Dzmitry Bahdanau, Kyunghyun Cho +1
On Using Backpropagation for Speech Texture Generation and Voice Conversion
Jan Chorowski, Ron J. Weiss, Rif A. Saurous +1
Task Loss Estimation for Sequence Prediction
Dzmitry Bahdanau, Dmitriy Serdyuk, Philémon Brakel +4
Theano: A Python framework for fast computation of mathematical expressions
The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
Jonathan Shen, Patrick Nguyen, Yonghui Wu +88
State-of-the-art Speech Recognition With Sequence-to-Sequence Models
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu +11
Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra, George Tucker, Jan Chorowski +2
On Multilingual Training of Neural Dependency Parsers
MichaÅ Zapotoczny, PaweÅ Rychlikowski, Jan Chorowski
A Talker Ensemble: the University of WrocÅaw's Entry to the NIPS 2017 Conversational Intelligence Challenge
Jan Chorowski, Adrian ÅaÅcucki, Szymon Malik +3
Efficient Purely Convolutional Text Encoding
Szymon Malik, Adrian Lancucki, Jan Chorowski