Andrew W. Senior

Andrew Senior received his PhD from the University of Cambridge, having worked on speech recognition at LIMSI at the University of Paris XI. He joined IBM Research in 1994 where he worked in the areas of handwriting, audio-visual speech, face and fingerprint recognition as well as video privacy and visual tracking. In 2008 he taught at Columbia University before joining Google Research. He has coauthored a "Guide to Biometrics", and over sixty scientific papers; holds twenty-eight patents and serves as an Associate Editor of the journal "Pattern Recognition". His research interests range across speech and pattern recognition, computer vision and visual art. He is an internationally exhibited multimedia artist.

Google Publications

An Empirical study of learning rates in deep neural networks for speech recognition

Andrew Senior, Georg Heigold, Marc'aurelio Ranzato, Ke Yang

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, CA (2013) (to appear)
Multilingual acoustic models using distributed deep neural networks

Georg Heigold, Vincent Vanhoucke, Andrew Senior, Patrick Nguyen, Marc'aurelio Ranzato, Matthieu Devin, Jeff Dean

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, CA (2013) (to appear)
On Rectified Linear Units For Speech Processing

M.D. Zeiler, M. Ranzato, R. Monga, M. Mao, K. Yang, Q.V. Le, P. Nguyen, A. Senior, V. Vanhoucke, J. Dean, G.E. Hinton

38th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver (2013) (to appear)
Statistical Parametric Speech Synthesis Using Deep Neural Networks

Heiga Zen, Andrew Senior, Mike Schuster

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2013) (to appear)
Application Of Pretrained Deep Neural Networks To Large Vocabulary Speech Recognition

Navdeep Jaitly, Patrick Nguyen, Andrew Senior, Vincent Vanhoucke

Proceedings of Interspeech 2012
Deep Neural Networks for Acoustic Modeling in Speech Recognition

Geoffrey Hinton, Li Deng, Dong Yu, George Dahl, Abdel-rahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara Sainath, Brian Kingsbury

Signal Processing Magazine (2012)
Large Scale Distributed Deep Networks

Jeffrey Dean, Greg S. Corrado, Rajat Monga, Kai Chen, Matthieu Devin, Quoc V. Le, Mark Z. Mao, Marc’Aurelio Ranzato, Andrew Senior, Paul Tucker, Ke Yang, Andrew Y. Ng

NIPS (2012)
Learning improved linear transforms for speech recognition

Andrew Senior, Youngmin Cho, Jason Weston

ICASSP, IEEE (2012)
Improving the speed of neural networks on CPUs

Vincent Vanhoucke, Andrew Senior, Mark Z. Mao

Deep Learning and Unsupervised Feature Learning Workshop, NIPS 2011
Privacy protection and face recognition

Andrew Senior, Sharat Pankanti

Handbook of Face recognition, Springer, 236 Gray's Inn Road | Floor 6 London | WC1X 8HL | UK (2011), pp. 671-692
Translation-Inspired OCR

Dmitriy Genzel, Ashok C. Popat, Nemanja Spasojevic, Michael Jahr, Andrew Senior, Eugene Ie, Frank Yung-Fong Tang

ICDAR-2011
Computer Vision Interfaces for Interactive Art

Andrew Senior, Alejandro Jaimes

Human-Centric Interfaces for Ambient Intelligence, Elsevier (2009)
Privacy Protection in Video Surveillance

Andrew W. Senior

Springer (2009)

Previous Publications

An Introduction to Automatic Video Surveillance

Andrew W. Senior

Privacy Protection in Video Surveillance, Springer (2009)
Privacy Protection in a Video Surveillance System

Andrew W. Senior

Privacy Protection in Video Surveillance, Springer (2009)

Andrew W. Senior

Co-Authors

Google Publications

Previous Publications