Andrew W. Senior

According to our database, Andrew W. Senior authored at least 91 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Machine Learning for Ancient Languages: A Survey.

Thea Sommerschield, Yannis M. Assael, John Pavlopoulos, Vanessa Stefanak, Andrew W. Senior, Chris Dyer, John Bodel, Jonathan Prag, Ion Androutsopoulos, Nando de Freitas

Comput. Linguistics, September, 2023

Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network.

Johannes Bausch, Andrew W. Senior, Francisco J. H. Heras, Thomas Edlich, Alex Davies, Michael Newman, Cody Jones, Kevin J. Satzinger, Murphy Yuezhen Niu, Sam Blackwell, George Holland, Dvir Kafri, Juan Atalaya, Craig Gidney, Demis Hassabis, Sergio Boixo, Hartmut Neven, Pushmeet Kohli

CoRR, 2023

2022

Deep Audio-Visual Speech Recognition.

Triantafyllos Afouras, Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs.

Dan Rosenbaum, Marta Garnelo, Michal Zielinski, Charlie Beattie, Ellen Clancy, Andrea Huber, Pushmeet Kohli, Andrew W. Senior, John Jumper, Carl Doersch, S. M. Ali Eslami, Olaf Ronneberger, Jonas Adler

CoRR, 2021

2020

Improved protein structure prediction using potentials from deep learning.

Andrew W. Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green, Chongli Qin, Augustin Zídek, Alexander W. R. Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen, Karen Simonyan, Steve Crossan, Pushmeet Kohli, David T. Jones, David Silver, Koray Kavukcuoglu, Demis Hassabis

Nat., 2020

2019

Large-Scale Visual Speech Recognition.

Brendan Shillingford, Yannis M. Assael, Matthew W. Hoffman, Thomas Paine, Cían Hughes, Utsav Prabhu, Hank Liao, Hasim Sak, Kanishka Rao, Lorrayne Bennett, Marie Mulville, Misha Denil, Ben Coppin, Ben Laurie, Andrew W. Senior, Nando de Freitas

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Large-Scale Visual Speech Recognition.

Brendan Shillingford, Yannis M. Assael, Matthew W. Hoffman, Thomas Paine, Cían Hughes, Utsav Prabhu, Hank Liao, Hasim Sak, Kanishka Rao, Lorrayne Bennett, Marie Mulville, Ben Coppin, Ben Laurie, Andrew W. Senior, Nando de Freitas

CoRR, 2018

2017

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition.

Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Bo Li, Arun Narayanan, Ehsan Variani, Michiel Bacchiani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Lip Reading Sentences in the Wild.

Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Raw Multichannel Processing Using Deep Neural Networks.

Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Bo Li, Ehsan Variani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

WaveNet: A Generative Model for Raw Audio.

Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu

Proceedings of the 9th ISCA Speech Synthesis Workshop, 2016

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes.

Jack W. Rae, Jonathan J. Hunt, Ivo Danihelka, Timothy Harley, Andrew W. Senior, Gregory Wayne, Alex Graves, Tim Lillicrap

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Flat start training of CD-CTC-SMBR LSTM RNN acoustic models.

Kanishka Rao, Andrew W. Senior, Hasim Sak

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Latent Predictor Networks for Code Generation.

Wang Ling, Phil Blunsom, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Fumin Wang, Andrew W. Senior

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends.

Zhen-Hua Ling, Shiyin Kang, Heiga Zen, Andrew W. Senior, Mike Schuster, Xiaojun Qian, Helen M. Meng, Li Deng

IEEE Signal Process. Mag., 2015

A Real-Time End-to-End Multilingual Speech Recognition Architecture.

Javier Gonzalez-Dominguez, David Eustis, Ignacio López-Moreno, Andrew W. Senior, Françoise Beaufays, Pedro J. Moreno

IEEE J. Sel. Top. Signal Process., 2015

Fast and accurate recurrent neural network acoustic models for speech recognition.

Hasim Sak, Andrew W. Senior, Kanishka Rao, Françoise Beaufays

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Learning the speech front-end with raw waveform CLDNNs.

Tara N. Sainath, Ron J. Weiss, Andrew W. Senior, Kevin W. Wilson, Oriol Vinyals

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Large vocabulary automatic speech recognition for children.

Hank Liao, Golan Pundak, Olivier Siohan, Melissa K. Carroll, Noah Coccaro, Qi-Ming Jiang, Tara N. Sainath, Andrew W. Senior, Françoise Beaufays, Michiel Bacchiani

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Context dependent phone models for LSTM RNN acoustic modelling.

Andrew W. Senior, Hasim Sak, Izhak Shafran

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Learning acoustic frame labeling for speech recognition with recurrent neural networks.

Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Françoise Beaufays, Johan Schalkwyk

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks.

Tara N. Sainath, Oriol Vinyals, Andrew W. Senior, Hasim Sak

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Acoustic modelling with CD-CTC-SMBR LSTM RNNS.

Andrew W. Senior, Hasim Sak, Felix de Chaumont Quitry, Tara N. Sainath, Kanishka Rao

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms.

Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition.

Hasim Sak, Andrew W. Senior, Françoise Beaufays

CoRR, 2014

Sequence discriminative distributed training of long short-term memory recurrent neural networks.

Hasim Sak, Oriol Vinyals, Georg Heigold, Andrew W. Senior, Erik McDermott, Rajat Monga, Mark Z. Mao

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Long short-term memory recurrent neural network architectures for large scale acoustic modeling.

Hasim Sak, Andrew W. Senior, Françoise Beaufays

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data.

Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew W. Senior, Michiel Bacchiani

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition.

Michiel Bacchiani, Andrew W. Senior, Georg Heigold

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Deep mixture density networks for acoustic modeling in statistical parametric speech synthesis.

Heiga Zen, Andrew W. Senior

Proceedings of the IEEE International Conference on Acoustics, 2014

Fine context, low-rank, softplus deep neural networks for mobile speech recognition.

Andrew W. Senior, Xin Lei

Proceedings of the IEEE International Conference on Acoustics, 2014

Improving DNN speaker independence with I-vector inputs.

Andrew W. Senior, Ignacio López-Moreno

Proceedings of the IEEE International Conference on Acoustics, 2014

GMM-free DNN acoustic model training.

Andrew W. Senior, Georg Heigold, Michiel Bacchiani, Hank Liao

Proceedings of the IEEE International Conference on Acoustics, 2014

Asynchronous stochastic optimization for sequence training of deep neural networks.

Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew W. Senior, Michiel Bacchiani

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Accurate and compact large vocabulary speech recognition on mobile devices.

Xin Lei, Andrew W. Senior, Alexander Gruenstein, Jeffrey Sorensen

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

On rectified linear units for speech processing.

Matthew D. Zeiler, Marc'Aurelio Ranzato, Rajat Monga, Mark Z. Mao, K. Yang, Quoc Viet Le, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke, Jeffrey Dean, Geoffrey E. Hinton

Proceedings of the IEEE International Conference on Acoustics, 2013

Statistical parametric speech synthesis using deep neural networks.

Heiga Zen, Andrew W. Senior, Mike Schuster

Proceedings of the IEEE International Conference on Acoustics, 2013

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

Andrew W. Senior, Georg Heigold, Marc'Aurelio Ranzato, Ke Yang

Proceedings of the IEEE International Conference on Acoustics, 2013

Multilingual acoustic models using distributed deep neural networks.

Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean

Proceedings of the IEEE International Conference on Acoustics, 2013

Large scale deep neural network acoustic modeling with semi-supervised training data for YouTube video transcription.

Hank Liao, Erik McDermott, Andrew W. Senior

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Robust and efficient foreground analysis in complex surveillance videos.

Ying-li Tian, Andrew W. Senior, Max Lu

Mach. Vis. Appl., 2012

Large Scale Distributed Deep Networks.

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

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition.

Navdeep Jaitly, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Learning improved linear transforms for speech recognition.

Andrew W. Senior, Youngmin Cho, Jason Weston

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Translation-Inspired OCR.

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

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Privacy Protection and Face Recognition.

Andrew W. Senior, Sharathchandra Pankanti

Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010

Interactive Motion Analysis for Video Surveillance and Long Term Scene Monitoring.

Andrew W. Senior, Ying-li Tian, Max Lu

Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

2009

Enhancing Privacy Protection in Multimedia Systems.

Sen-ching Samson Cheung, Deepa Kundur, Andrew W. Senior

EURASIP J. Inf. Secur., 2009

Privacy Protection in a Video Surveillance System.

Andrew W. Senior

Proceedings of the Protecting Privacy in Video Surveillance, 2009

An Introduction to Automatic Video Surveillance.

Andrew W. Senior

Proceedings of the Protecting Privacy in Video Surveillance, 2009

2008

IBM smart surveillance system (S3): event based video surveillance system with an open and extensible framework.

Ying-li Tian, Lisa M. Brown, Arun Hampapur, Max Lu, Andrew W. Senior, Chiao-Fe Shu

Mach. Vis. Appl., 2008

Privacy enablement in a surveillance system.

Andrew W. Senior

Proceedings of the International Conference on Image Processing, 2008

2007

Joint face and head tracking inside multi-camera smart rooms.

ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Thomas S. Huang

Signal Image Video Process., 2007

S3: The IBM Smart Surveillance System: From Transactional Systems to Observational Systems.

Arun Hampapur, Sergio Borger, Lisa M. Brown, Christopher R. Carlson, Jonathan H. Connell, Max Lu, Andrew W. Senior, V. Reddy, Chiao-Fe Shu, Ying-li Tian

Proceedings of the IEEE International Conference on Acoustics, 2007

Video analytics for retail.

Andrew W. Senior, Lisa M. Brown, Arun Hampapur, Chiao-Fe Shu, Yun Zhai, Rogério Schmidt Feris, Ying-li Tian, Sergio Borger, Christopher R. Carlson

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Searching surveillance video.

Arun Hampapur, Lisa M. Brown, Rogério Schmidt Feris, Andrew W. Senior, Chiao-Fe Shu, Ying-li Tian, Yun Zhai, Max Lu

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006

Appearance models for occlusion handling.

Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti, Ruud M. Bolle

Image Vis. Comput., 2006

Presence/Absence: The 2005 ACM Multimedia Interactive Art Exhibition.

Andrew W. Senior, Alejandro Jaimes, Wolfgang Muench

IEEE Multim., 2006

2005

Enabling Video Privacy through Computer Vision.

Andrew W. Senior, Sharath Pankanti, Arun Hampapur, Lisa M. Brown, Ying-li Tian, Ahmet Ekin, Jonathan H. Connell, Chiao-Fe Shu, Max Lu

IEEE Secur. Priv., 2005

Acquiring Multi-Scale Images by Pan-Tilt-Zoom Control and Automatic Multi-Camera Calibration.

Andrew W. Senior, Arun Hampapur, Max Lu

Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

ACM multimedia interactive art program: an introduction to the presence/absence exhibition.

Alejandro Jaimes, Andrew W. Senior, Wolfgang Muench

Proceedings of the 13th ACM International Conference on Multimedia, 2005

A Joint System for Person Tracking and Face Detection.

ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Stephen M. Chu, Thomas S. Huang

Proceedings of the Computer Vision in Human-Computer Interaction, 2005

IBM smart surveillance system (S3): a open and extensible framework for event based surveillance.

Chiao-Fe Shu, Arun Hampapur, Max Lu, Lisa M. Brown, Jonathan Connell, Andrew W. Senior, Ying-li Tian

Proceedings of the Advanced Video and Signal Based Surveillance, 2005

The Relation between the ROC Curve and the CMC.

Ruud M. Bolle, Jonathan H. Connell, Sharath Pankanti, Nalini K. Ratha, Andrew W. Senior

Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

2004

Shibboleth: exploring cultural boundaries in speech.

Andrew W. Senior

Proceedings of the 12th ACM International Conference on Multimedia, 2004

S3-R1: the IBM smart surveillance system-release 1.

Arun Hampapur, Lisa M. Brown, Jonathan Connell, Norman Haas, Max Lu, Hans Merkl, Sharath Pankanti, Andrew W. Senior, Chiao-Fe Shu, Ying-li Tian

Proceedings of the 2004 ACM SIGMM Workshop on Effective Telepresence, 2004

Detection and tracking in the IBM PeopleVision system.

Jonathan H. Connell, Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003

Recent advances in the automatic recognition of audiovisual speech.

Gerasimos Potamianos, Chalapathy Neti, Guillaume Gravier, Ashutosh Garg, Andrew W. Senior

Proc. IEEE, 2003

Security, Privacy, and Health.

Sharath Pankanti, Andrew W. Senior, Lisa M. Brown, Arun Hampapur, Ying-li Tian, Ruud M. Bolle, Florina Almenárez, Andrés Marín, Celeste Campo, R. Carlos García, Rob Van Kranenburg

IEEE Pervasive Comput., 2003

Face Cataloger: Multi-Scale Imaging for Relating Identity to Location.

Arun Hampapur, Sharath Pankanti, Andrew W. Senior, Ying-li Tian, Lisa M. Brown, Ruud M. Bolle

Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

Absolute Head Pose Estimation From Overhead Wide-Angle Cameras.

Ying-li Tian, Lisa M. Brown, Jonathan H. Connell, Sharath Pankanti, Arun Hampapur, Andrew W. Senior, Ruud M. Bolle

Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002

Fingerprint Minutiae: A Constructive Definition.

Ruud M. Bolle, Andrew W. Senior, Nalini K. Ratha, Sharath Pankanti

Proceedings of the Biometric Authentication, 2002

2001

Audio-Visual Speaker Recognition for Video Broadcast News.

Benoît Maison, Chalapathy Neti, Andrew W. Senior

J. VLSI Signal Process., 2001

A Combination Fingerprint Classifier.

Andrew W. Senior

IEEE Trans. Pattern Anal. Mach. Intell., 2001

A Cascade Visual Front End for Speaker Independent Automatic Speechreading.

Gerasimos Potamianos, Chalapathy Neti, Giridharan Iyengar, Andrew W. Senior, Ashish Verma

Int. J. Speech Technol., 2001

Automated Biometrics.

Nalini K. Ratha, Andrew W. Senior, Ruud M. Bolle

Proceedings of the Advances in Pattern Recognition, 2001

2000

Joint processing of audio and visual information for multimedia indexing and human-computer interaction.

Chalapathy Neti, Benoît Maison, Andrew W. Senior, Giridharan Iyengar, P. Decuetos, Sankar Basu, Ashish Verma

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Virtual Garden: a vision-based multimedia installation.

Andrew W. Senior

Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30, 2000

Perceptual interfaces for information interaction: joint processing of audio and visual information for human-computer interaction.

Chalapathy Neti, Giridharan Iyengar, Gerasimos Potamianos, Andrew W. Senior, Benoît Maison

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Recovering Frontal-Pose Image from a Single Profile Image.

Jianbo Ma, Narendra Ahuja, Chalapathy Neti, Andrew W. Senior

Proceedings of the 2000 International Conference on Image Processing, 2000

Audio-visual intent-to-speak detection for human-computer interaction.

Philippe de Cuetos, Chalapathy Neti, Andrew W. Senior

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Audio-visual speaker recognition for video broadcast news: some fusion techniques.

Benoît Maison, Chalapathy Neti, Andrew W. Senior

Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

Audio-visual large vocabulary continuous speech recognition in the broadcast domain.

Sankar Basu, Chalapathy Neti, Nitendra Rajput, Andrew W. Senior, L. Venkata Subramaniam, Ashish Verma

Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

On the use of visual information for improving audio-based speaker recognition.

Andrew W. Senior, Chalapathy Neti, Benoît Maison

Proceedings of the Auditory-Visual Speech Processing, 1999

1998

An Off-Line Cursive Handwriting Recognition System.

Andrew W. Senior, Anthony J. Robinson

IEEE Trans. Pattern Anal. Mach. Intell., 1998

1997

Writer adaptation of a HMM handwriting recognition system.

Andrew W. Senior, Krishna S. Nathan

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Duration modeling results for an on-line handwriting recognizer.

Andrew W. Senior, Jayashree Subrahmonia, Krishna S. Nathan

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Initialization of hidden Markov models for unconstrained on-line handwriting recognition.

Krishna S. Nathan, Andrew W. Senior, Jayashree Subrahmonia

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Forward-backward retraining of recurrent neural networks.

Andrew W. Senior, Anthony J. Robinson

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

1993

Using constrained snakes for feature spotting in off-line cursive script.

Andrew W. Senior, Frank Fallside

Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992

Off-line Handwriting Recognition by Recurrent Error Propagation Networks.

Andrew W. Senior, Frank Fallside

Proceedings of the British Machine Vision Conference, 1992