Sotabase

Career

· Distinguished Scientist, Apple2025–2025
· Principal Scientist, Google DeepMind2025–
· Machine Learning Research Scientist, Apple2021–2025
· Sr. Vice President, Head Of Deep Learning, The D. E. Shaw Group2020–2021
· Staff Scientist, Google Brain2017–2020
· Distinguished Research Scientist, NVIDIA2017–2017
· Senior Research Scientist, Google Brain2014–2017
· A, University of Toronto2008–2014
· Sr. Research Scientist III, IV, Pacific Northwest National Laboratory2004–2008
· Group Leader, Bioinformatics Dept., Caprion Proteomics2001–2004

Publications (142)

Top Downloads in IEEE Xplore [Reader's Choice]
IEEE Signal Processing Magazine · 2017
4,104
cited
Pointer Networks
Neural Information Processing Systems · 2015
3,332
cited
Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2017
2,952
cited
Deep Neural Networks for Acoustic Modeling in Speech Recognition
2012
2,526
cited
Listen, attend and spell: A neural network for large vocabulary conversational speech recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2015
2,382
cited
Adversarial Autoencoders
arXiv.org · 2015
2,342
cited
Towards End-To-End Speech Recognition with Recurrent Neural Networks
International Conference on Machine Learning · 2014
2,275
cited
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Neural Information Processing Systems · 2015
2,211
cited
Tacotron: Towards End-to-End Speech Synthesis
Interspeech · 2017
1,985
cited
Hybrid speech recognition with Deep Bidirectional LSTM
2013 IEEE Workshop on Automatic Speech Recognition and Understanding · 2013
1,703
cited
State-of-the-Art Speech Recognition with Sequence-to-Sequence Models
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2017
1,178
cited
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units
arXiv.org · 2015
748
cited
Vocal Tract Length Perturbation (VTLP) improves speech recognition
2013
437
cited
Very deep convolutional networks for end-to-end speech recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2016
418
cited
Towards Better Decoding and Language Model Integration in Sequence to Sequence Models
Interspeech · 2016
382
cited
Sequence-to-Sequence Models Can Directly Translate Foreign Speech
Interspeech · 2017
363
cited
A Comparison of Sequence-to-Sequence Models for Speech Recognition
Interspeech · 2017
304
cited
Multi-task Neural Networks for QSAR Predictions
arXiv.org · 2014
283
cited
Reward Augmented Maximum Likelihood for Neural Structured Prediction
Neural Information Processing Systems · 2016
265
cited
Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition
Interspeech · 2012
262
cited
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Navdeep Jaitly | Researcher Profile | Sotabase | Sotabase