Navdeep Jaitly
Navdeep Jaitly
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Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups
G Hinton, L Deng, D Yu, GE Dahl, A Mohamed, N Jaitly, A Senior, ...
IEEE Signal processing magazine 29 (6), 82-97, 2012
99722012
Towards end-to-end speech recognition with recurrent neural networks
A Graves, N Jaitly
International conference on machine learning, 1764-1772, 2014
20202014
Adversarial autoencoders
A Makhzani, J Shlens, N Jaitly, I Goodfellow, B Frey
arXiv preprint arXiv:1511.05644, 2015
18322015
Pointer networks
O Vinyals, M Fortunato, N Jaitly
arXiv preprint arXiv:1506.03134, 2015
18162015
Listen, attend and spell: A neural network for large vocabulary conversational speech recognition
W Chan, N Jaitly, Q Le, O Vinyals
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
1769*2016
Hybrid speech recognition with deep bidirectional LSTM
A Graves, N Jaitly, A Mohamed
2013 IEEE workshop on automatic speech recognition and understanding, 273-278, 2013
14562013
Scheduled sampling for sequence prediction with recurrent neural networks
S Bengio, O Vinyals, N Jaitly, N Shazeer
arXiv preprint arXiv:1506.03099, 2015
12992015
Natural tts synthesis by conditioning wavenet on mel spectrogram predictions
J Shen, R Pang, RJ Weiss, M Schuster, N Jaitly, Z Yang, Z Chen, Y Zhang, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
10652018
Tacotron: Towards end-to-end speech synthesis
Y Wang, RJ Skerry-Ryan, D Stanton, Y Wu, RJ Weiss, N Jaitly, Z Yang, ...
arXiv preprint arXiv:1703.10135, 2017
1054*2017
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
7892018
A simple way to initialize recurrent networks of rectified linear units
QV Le, N Jaitly, GE Hinton
arXiv preprint arXiv:1504.00941, 2015
5952015
DAnTE: a statistical tool for quantitative analysis of-omics data
AD Polpitiya, WJ Qian, N Jaitly, VA Petyuk, JN Adkins, DG Camp, ...
Bioinformatics 24 (13), 1556-1558, 2008
3942008
Very deep convolutional networks for end-to-end speech recognition
Y Zhang, W Chan, N Jaitly
2017 IEEE international conference on acoustics, speech and signal …, 2017
3852017
An Application OF Pretrained Deep Neural Networks To Large Vocabulary Conversational Speech Recognition
N Jaitly, P Nguyen, A Senior, V Vanhoucke
Tech. Rep. 001, Department of Computer Science, University of Toronto, 2012
327*2012
Application of pretrained deep neural networks to large vocabulary speech recognition
N Jaitly, P Nguyen, A Senior, V Vanhoucke
3272012
Vocal Tract Length Perturbation (VTLP) improves speech recognition
N Jaitly, GE Hinton
International Conference on Machine Learning (ICML), 2013
2852013
Multi-task neural networks for QSAR predictions
GE Dahl, N Jaitly, R Salakhutdinov
arXiv preprint arXiv:1406.1231, 2014
2572014
Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data
N Jaitly, A Mayampurath, K Littlefield, JN Adkins, GA Anderson, RD Smith
BMC bioinformatics 10 (1), 1-15, 2009
2392009
Learning a better representation of speech soundwaves using restricted boltzmann machines
N Jaitly, G Hinton
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International …, 2011
2332011
Towards better decoding and language model integration in sequence to sequence models
J Chorowski, N Jaitly
arXiv preprint arXiv:1612.02695, 2016
2262016
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Artículos 1–20