Andrew W. Senior

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 29

Top Topics

Speech Recognition

Context Dependent

Top Venues

Publications

Thea Sommerschield, Yannis M. Assael, John Pavlopoulos, Vanessa Stefanak, Andrew W. Senior, Chris Dyer, John Bodel, Jonathan Prag, Ion Androutsopoulos, Nando de Freitas
Machine Learning for Ancient Languages: A Survey. Comput. Linguistics 49 (3) (2023)
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
Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network. CoRR (2023)
Triantafyllos Afouras, Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman
Deep Audio-Visual Speech Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
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
Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs. CoRR (2021)
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
Improved protein structure prediction using potentials from deep learning. Nat. 577 (7792) (2020)
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
Large-Scale Visual Speech Recognition. INTERSPEECH (2019)
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
Large-Scale Visual Speech Recognition. CoRR (2018)
Triantafyllos Afouras, Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman
Deep Audio-Visual Speech Recognition. CoRR (2018)
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
Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (5) (2017)
Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman
Lip Reading Sentences in the Wild. CVPR (2017)
Jack W. Rae, Jonathan J. Hunt, Ivo Danihelka, Timothy Harley, Andrew W. Senior, Gregory Wayne, Alex Graves, Tim Lillicrap
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. NIPS (2016)
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu
WaveNet: A Generative Model for Raw Audio. SSW (2016)
Jack W. Rae, Jonathan J. Hunt, Tim Harley, Ivo Danihelka, Andrew W. Senior, Greg Wayne, Alex Graves, Timothy P. Lillicrap
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. CoRR (2016)
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu
WaveNet: A Generative Model for Raw Audio. CoRR (2016)
Wang Ling, Phil Blunsom, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Fumin Wang, Andrew W. Senior
Latent Predictor Networks for Code Generation. ACL (1) (2016)
Wang Ling, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Andrew W. Senior, Fumin Wang, Phil Blunsom
Latent Predictor Networks for Code Generation. CoRR (2016)
Kanishka Rao, Andrew W. Senior, Hasim Sak
Flat start training of CD-CTC-SMBR LSTM RNN acoustic models. ICASSP (2016)
Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman
Lip Reading Sentences in the Wild. CoRR (2016)
Hank Liao, Golan Pundak, Olivier Siohan, Melissa K. Carroll, Noah Coccaro, Qi-Ming Jiang, Tara N. Sainath, Andrew W. Senior, Françoise Beaufays, Michiel Bacchiani
Large vocabulary automatic speech recognition for children. INTERSPEECH (2015)
Tara N. Sainath, Ron J. Weiss, Andrew W. Senior, Kevin W. Wilson, Oriol Vinyals
Learning the speech front-end with raw waveform CLDNNs. INTERSPEECH (2015)
Andrew W. Senior, Hasim Sak, Izhak Shafran
Context dependent phone models for LSTM RNN acoustic modelling. ICASSP (2015)
Andrew W. Senior, Hasim Sak, Felix de Chaumont Quitry, Tara N. Sainath, Kanishka Rao
Acoustic modelling with CD-CTC-SMBR LSTM RNNS. ASRU (2015)
Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior
Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms. ASRU (2015)
Hasim Sak, Andrew W. Senior, Kanishka Rao, Françoise Beaufays
Fast and accurate recurrent neural network acoustic models for speech recognition. INTERSPEECH (2015)
Zhen-Hua Ling, Shiyin Kang, Heiga Zen, Andrew W. Senior, Mike Schuster, Xiaojun Qian, Helen M. Meng, Li Deng
Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends. IEEE Signal Process. Mag. 32 (3) (2015)
Hasim Sak, Andrew W. Senior, Kanishka Rao, Françoise Beaufays
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition. CoRR (2015)
Tara N. Sainath, Oriol Vinyals, Andrew W. Senior, Hasim Sak
Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks. ICASSP (2015)
Javier Gonzalez-Dominguez, David Eustis, Ignacio Lopez-Moreno, Andrew W. Senior, Françoise Beaufays, Pedro J. Moreno
A Real-Time End-to-End Multilingual Speech Recognition Architecture. IEEE J. Sel. Top. Signal Process. 9 (4) (2015)
Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Françoise Beaufays, Johan Schalkwyk
Learning acoustic frame labeling for speech recognition with recurrent neural networks. ICASSP (2015)
Hasim Sak, Andrew W. Senior, Françoise Beaufays
Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition. CoRR (2014)
Andrew W. Senior, Ignacio Lopez-Moreno
Improving DNN speaker independence with I-vector inputs. ICASSP (2014)
Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew W. Senior, Michiel Bacchiani
Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data. INTERSPEECH (2014)
Andrew W. Senior, Xin Lei
Fine context, low-rank, softplus deep neural networks for mobile speech recognition. ICASSP (2014)
Hasim Sak, Andrew W. Senior, Françoise Beaufays
Long short-term memory recurrent neural network architectures for large scale acoustic modeling. INTERSPEECH (2014)
Heiga Zen, Andrew W. Senior
Deep mixture density networks for acoustic modeling in statistical parametric speech synthesis. ICASSP (2014)
Andrew W. Senior, Georg Heigold, Michiel Bacchiani, Hank Liao
GMM-free DNN acoustic model training. ICASSP (2014)
Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew W. Senior, Michiel Bacchiani
Asynchronous stochastic optimization for sequence training of deep neural networks. ICASSP (2014)
Hasim Sak, Oriol Vinyals, Georg Heigold, Andrew W. Senior, Erik McDermott, Rajat Monga, Mark Z. Mao
Sequence discriminative distributed training of long short-term memory recurrent neural networks. INTERSPEECH (2014)
Michiel Bacchiani, Andrew W. Senior, Georg Heigold
Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition. INTERSPEECH (2014)
Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean
Multilingual acoustic models using distributed deep neural networks. ICASSP (2013)
Andrew W. Senior, Georg Heigold, Marc'Aurelio Ranzato, Ke Yang
An empirical study of learning rates in deep neural networks for speech recognition. ICASSP (2013)
Heiga Zen, Andrew W. Senior, Mike Schuster
Statistical parametric speech synthesis using deep neural networks. ICASSP (2013)
Xin Lei, Andrew W. Senior, Alexander Gruenstein, Jeffrey Sorensen
Accurate and compact large vocabulary speech recognition on mobile devices. INTERSPEECH (2013)
Hank Liao, Erik McDermott, Andrew W. Senior
Large scale deep neural network acoustic modeling with semi-supervised training data for YouTube video transcription. ASRU (2013)
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
On rectified linear units for speech processing. ICASSP (2013)
Navdeep Jaitly, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke
Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition. INTERSPEECH (2012)
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
Large Scale Distributed Deep Networks. NIPS (2012)
Andrew W. Senior, Youngmin Cho, Jason Weston
Learning improved linear transforms for speech recognition. ICASSP (2012)
Ying-li Tian, Andrew W. Senior, Max Lu
Robust and efficient foreground analysis in complex surveillance videos. Mach. Vis. Appl. 23 (5) (2012)
Dmitriy Genzel, Ashok C. Popat, Nemanja Spasojevic, Michael Jahr, Andrew W. Senior, Eugene Ie, Frank Yung-Fong Tang
Translation-Inspired OCR. ICDAR (2011)
Andrew W. Senior, Ying-li Tian, Max Lu
Interactive Motion Analysis for Video Surveillance and Long Term Scene Monitoring. ACCV Workshops (1) (2010)
Sen-ching Samson Cheung, Deepa Kundur, Andrew W. Senior
Enhancing Privacy Protection in Multimedia Systems. EURASIP J. Inf. Secur. 2009 (2009)
Ying-li Tian, Lisa M. Brown, Arun Hampapur, Max Lu, Andrew W. Senior, Chiao-Fe Shu
IBM smart surveillance system (S3): event based video surveillance system with an open and extensible framework. Mach. Vis. Appl. 19 (5-6) (2008)
Andrew W. Senior
Privacy enablement in a surveillance system. ICIP (2008)
Arun Hampapur, Lisa M. Brown, Rogério Schmidt Feris, Andrew W. Senior, Chiao-Fe Shu, Ying-li Tian, Yun Zhai, Max Lu
Searching surveillance video. AVSS (2007)
Andrew W. Senior, Lisa M. Brown, Arun Hampapur, Chiao-Fe Shu, Yun Zhai, Rogério Schmidt Feris, Ying-li Tian, Sergio Borger, Christopher R. Carlson
Video analytics for retail. AVSS (2007)
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
S3: The IBM Smart Surveillance System: From Transactional Systems to Observational Systems. ICASSP (4) (2007)
ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Thomas S. Huang
Joint face and head tracking inside multi-camera smart rooms. Signal Image Video Process. 1 (2) (2007)
Andrew W. Senior, Alejandro Jaimes, Wolfgang Muench
Presence/Absence: The 2005 ACM Multimedia Interactive Art Exhibition. IEEE Multim. 13 (1) (2006)
Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti, Ruud M. Bolle
Appearance models for occlusion handling. Image Vis. Comput. 24 (11) (2006)
Chiao-Fe Shu, Arun Hampapur, Max Lu, Lisa M. Brown, Jonathan Connell, Andrew W. Senior, Ying-li Tian
IBM smart surveillance system (S3): a open and extensible framework for event based surveillance. AVSS (2005)
Andrew W. Senior, Arun Hampapur, Max Lu
Acquiring Multi-Scale Images by Pan-Tilt-Zoom Control and Automatic Multi-Camera Calibration. WACV/MOTION (2005)
Andrew W. Senior, Sharath Pankanti, Arun Hampapur, Lisa M. Brown, Ying-li Tian, Ahmet Ekin, Jonathan H. Connell, Chiao-Fe Shu, Max Lu
Enabling Video Privacy through Computer Vision. IEEE Secur. Priv. 3 (3) (2005)
Alejandro Jaimes, Andrew W. Senior, Wolfgang Muench
ACM multimedia interactive art program: an introduction to the presence/absence exhibition. ACM Multimedia (2005)
Ruud M. Bolle, Jonathan H. Connell, Sharath Pankanti, Nalini K. Ratha, Andrew W. Senior
The Relation between the ROC Curve and the CMC. AutoID (2005)
ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Stephen M. Chu, Thomas S. Huang
A Joint System for Person Tracking and Face Detection. ICCV-HCI (2005)
Jonathan H. Connell, Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti
Detection and tracking in the IBM PeopleVision system. ICME (2004)
Andrew W. Senior
Shibboleth: exploring cultural boundaries in speech. ACM Multimedia (2004)
Arun Hampapur, Lisa M. Brown, Jonathan Connell, Norman Haas, Max Lu, Hans Merkl, Sharath Pankanti, Andrew W. Senior, Chiao-Fe Shu, Ying-li Tian
S3-R1: the IBM smart surveillance system-release 1. ETP@MM (2004)
Arun Hampapur, Sharath Pankanti, Andrew W. Senior, Ying-li Tian, Lisa M. Brown, Ruud M. Bolle
Face Cataloger: Multi-Scale Imaging for Relating Identity to Location. AVSS (2003)
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
Security, Privacy, and Health. IEEE Pervasive Comput. 2 (1) (2003)
Ying-li Tian, Lisa M. Brown, Jonathan H. Connell, Sharath Pankanti, Arun Hampapur, Andrew W. Senior, Ruud M. Bolle
Absolute Head Pose Estimation From Overhead Wide-Angle Cameras. AMFG (2003)
Gerasimos Potamianos, Chalapathy Neti, Guillaume Gravier, Ashutosh Garg, Andrew W. Senior
Recent advances in the automatic recognition of audiovisual speech. Proc. IEEE 91 (9) (2003)
Ruud M. Bolle, Andrew W. Senior, Nalini K. Ratha, Sharath Pankanti
Fingerprint Minutiae: A Constructive Definition. Biometric Authentication (2002)
Nalini K. Ratha, Andrew W. Senior, Ruud M. Bolle
Automated Biometrics. ICAPR (2001)
Gerasimos Potamianos, Chalapathy Neti, Giridharan Iyengar, Andrew W. Senior, Ashish Verma
A Cascade Visual Front End for Speaker Independent Automatic Speechreading. Int. J. Speech Technol. 4 (3-4) (2001)
Benoît Maison, Chalapathy Neti, Andrew W. Senior
Audio-Visual Speaker Recognition for Video Broadcast News. J. VLSI Signal Process. 29 (1-2) (2001)
Andrew W. Senior
A Combination Fingerprint Classifier. IEEE Trans. Pattern Anal. Mach. Intell. 23 (10) (2001)
Chalapathy Neti, Giridharan Iyengar, Gerasimos Potamianos, Andrew W. Senior, Benoît Maison
Perceptual interfaces for information interaction: joint processing of audio and visual information for human-computer interaction. INTERSPEECH (2000)
Andrew W. Senior
Virtual Garden: a vision-based multimedia installation. ACM Multimedia Workshops (2000)
Chalapathy Neti, Benoît Maison, Andrew W. Senior, Giridharan Iyengar, P. Decuetos, Sankar Basu, Ashish Verma
Joint processing of audio and visual information for multimedia indexing and human-computer interaction. RIAO (2000)
Jianbo Ma, Narendra Ahuja, Chalapathy Neti, Andrew W. Senior
Recovering Frontal-Pose Image from a Single Profile Image. ICIP (2000)
Philippe de Cuetos, Chalapathy Neti, Andrew W. Senior
Audio-visual intent-to-speak detection for human-computer interaction. ICASSP (2000)
Andrew W. Senior, Chalapathy Neti, Benoît Maison
On the use of visual information for improving audio-based speaker recognition. AVSP (1999)
Sankar Basu, Chalapathy Neti, Nitendra Rajput, Andrew W. Senior, L. Venkata Subramaniam, Ashish Verma
Audio-visual large vocabulary continuous speech recognition in the broadcast domain. MMSP (1999)
Benoît Maison, Chalapathy Neti, Andrew W. Senior
Audio-visual speaker recognition for video broadcast news: some fusion techniques. MMSP (1999)
Andrew W. Senior, Anthony J. Robinson
An Off-Line Cursive Handwriting Recognition System. IEEE Trans. Pattern Anal. Mach. Intell. 20 (3) (1998)
Andrew W. Senior, Krishna S. Nathan
Writer adaptation of a HMM handwriting recognition system. ICASSP (1997)
Krishna S. Nathan, Andrew W. Senior, Jayashree Subrahmonia
Initialization of hidden Markov models for unconstrained on-line handwriting recognition. ICASSP (1996)
Andrew W. Senior, Jayashree Subrahmonia, Krishna S. Nathan
Duration modeling results for an on-line handwriting recognizer. ICASSP (1996)
Andrew W. Senior, Anthony J. Robinson
Forward-backward retraining of recurrent neural networks. NIPS (1995)
Andrew W. Senior, Frank Fallside
Using constrained snakes for feature spotting in off-line cursive script. ICDAR (1993)
Andrew W. Senior, Frank Fallside
Off-line Handwriting Recognition by Recurrent Error Propagation Networks. BMVC (1992)