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Samy Bengio
First name(s): Samy
Last name(s): Bengio

Publications of Samy Bengio sorted by journal and type
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Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04) (2004)

Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks?, Norman Poh and Samy Bengio, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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Advances in Neural Information Processing Systems, {NIPS} 15 (2003)

An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition, Samy Bengio, in: Advances in Neural Information Processing Systems, NIPS 15, MIT Press, 2003
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{P}roceedings of the 2003 {W}orkshop on {M}ultimodal User Authentication ({MMUA}'03) (2003)

Augmenting Frontal Face Models for Non-Frontal Verification, Conrad Sanderson and Samy Bengio, in: Proceedings of the 2003 Workshop on Multimodal User Authentication (MMUA'03), 2003

International Conference on Artificial Neural Networks, {ICANN/ICONIP} 2003 (2003)

Client Dependent GMM-SVM Models for Speaker Verification, Quan Le and Samy Bengio, in: International Conference on Artificial Neural Networks, ICANN/ICONIP 2003, Springer Verlag, 2003
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{IEEE} International Conference on Acoustics, Speech, and Signal Processing (2003)

Improving Face Authetication Using Virtual Samples, Norman Poh, Sébastien Marcel and Samy Bengio, in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003
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Proceedings of International Conference on Acoustics, Speech and Signal Processing (2003)

Modeling Human Interaction in Meetings, Iain A. McCowan, Samy Bengio, Daniel Gatica-Perez, Guillaume Lathoud, Florent Monay, Darren Moore, Pierre Wellner and Hervé Bourlard, in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2003
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Proc. IEEE Workshop on Neural Networks for Signal Processing (NNSP) (2003)

Multi-Modal Audio-Visual Event Recognition for Football Analysis, Mark Barnard, Jean-Marc Odobez and Samy Bengio, in: Proc. IEEE Workshop on Neural Networks for Signal Processing (NNSP), 2003
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4th International Conference on Audio- and Video-Based Biometric Person Authentication, {AVBPA} (2003)

Multimodal Authentication using Asynchronous HMMs, Samy Bengio, in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003
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Workshop on Multimodal User Authentication (2003)

Non-Linear Variance Reduction Techniques in Biometric Authentication, Norman Poh and Samy Bengio, in: Workshop on Multimodal User Authentication, 2003
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Proceedings of International Conference on Document Analysis and Recognition (ICDAR) (2003)

Offline Recognition of Large Vocabulary Cursive Handwritten Text, Alessandro Vinciarelli, Samy Bengio and Horst Bunke, in: Proceedings of International Conference on Document Analysis and Recognition (ICDAR), 2003
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IEEE International Conference on Image Processing (ICIP) (2003)

On automatic annotation of meeting databases, Daniel Gatica-Perez, Iain A. McCowan, Mark Barnard, Samy Bengio and Hervé Bourlard, in: IEEE International Conference on Image Processing (ICIP), 2003
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Proceedings of IEEE ASRU (2003)


{P}roceedings of 4th International {C}onference on Audio- and {V}ideo-based {B}iometric {P}erson Authentication ({AVBPA}-03) (2003)

Robust Features for Frontal Face Authentication in Difficult Image Conditions, Conrad Sanderson and Samy Bengio, in: Proceedings of 4th International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA-03), 2003

4th International Conference on Audio- and Video-Based Biometric Person Authentication, {AVBPA} (2003)

Scalability Analysis of Audio-Visual Person Identity Verification, J. Czyz, Samy Bengio, Christine Marcel and L. Vandendorpe, in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003
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{P}roceedings of the 2003 {IEEE} International {C}onference on {M}ultimedia & Expo ({ICME}-03) (2003)


4th International Conference on Audio- and Video-Based Biometric Person Authentication, {AVBPA} (2003)

The BANCA Database and Evaluation Protocol, E. Bailly-Baillière, Samy Bengio, Frédéric Bimbot, M. Hamouz, J. Kittler, Johnny Mariéthoz, J. Matas, K. Messer, Vlad Popovici, F. Porée, B. Ruiz and Jean-Philippe Thiran, in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003
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International Conference on Spoken Language Processing {ICSLP} (2002)

A Comparative Study of Adaptation Methods for Speaker Verification, Johnny Mariéthoz and Samy Bengio, in: International Conference on Spoken Language Processing ICSLP, 2002
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{IEEE} International Workshop on Neural Networks for Signal Processing (NNSP) (2002)

A Multi-sample Multi-source Model for Biometric Authentication, Norman Poh, Samy Bengio and Jerzy Korczak, in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002
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Advances in Neural Information Processing Systems, {NIPS} 14 (2002)

A Parallel Mixture of SVMs for Very Large Scale Problems, Ronan Collobert, Samy Bengio and Yoshua Bengio, in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002
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Proceedings of the COST275 Workshop on The Advent of Biometrics on the Internet (2002)

A State-of-the-art Neural Network for Robust Face Verification, Sébastien Marcel, Christine Marcel and Samy Bengio, in: Proceedings of the COST275 Workshop on The Advent of Biometrics on the Internet, 2002
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{IEEE} International Workshop on Neural Networks for Signal Processing (NNSP) (2002)

Conditional Gaussian Mixture Models for Environmental Risk Mapping, Nicolas Gilardi, Samy Bengio and Mikhail Kanevski, in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002
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International Conference on Spoken Language Processing (ICSLP 2002) (2002)

Evaluation of Formant-Like Features for ASR, Katrin Weber, F. de Wet, B. Cranen, Louis Boves, Samy Bengio and Hervé Bourlard, in: International Conference on Spoken Language Processing (ICSLP 2002), 2002
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Proceedings of the 16th International Conference on Pattern Recognition (2002)

Improving Face Verification using Skin Color Information, Sébastien Marcel and Samy Bengio, in: Proceedings of the 16th International Conference on Pattern Recognition, IEEE Computer Society Press, 2002
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02) (2002)

Increasing Speech Recognition Noise Robustness with HMM2, Katrin Weber, Samy Bengio and Hervé Bourlard, in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2002
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Proceedings of International Conference on Pattern Recognition (2002)


International Workshop on Pattern Recognition with Support Vector Machines, {SVM}'2002 (2002)

Scaling Large Learning Problems with Hard Parallel Mixtures, Ronan Collobert, Yoshua Bengio and Samy Bengio, in: International Workshop on Pattern Recognition with Support Vector Machines, SVM'2002, 2002
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Proceedings of 8$^{th}$ International Conference on Frontiers on Handwriting Recognition (2002)

Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, Alessandro Vinciarelli and Samy Bengio, in: Proceedings of 8$^{th}$ International Conference on Frontiers on Handwriting Recognition, 2002
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European Conference on Speech Communication and Technology (Eurospeech 2001) (2001)

HMM2- Extraction of Formant Features and their Use for Robust ASR, Katrin Weber, Samy Bengio and Hervé Bourlard, in: European Conference on Speech Communication and Technology (Eurospeech 2001), 2001
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{IEEE} International Conference on Acoustic, Speech, and Signal Processing, {ICASSP} (2001)

Learning the Decision Function for Speaker Verification, Samy Bengio and Johnny Mariéthoz, in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2001
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Advances in Neural Information Processing Systems 13 (2001)

New Approaches Towards Robust and Adaptive Speech Recognition, Hervé Bourlard, Samy Bengio and Katrin Weber, in: Advances in Neural Information Processing Systems 13, MIT Press, 2001
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Automatic Speech Recognition and Understanding Workshop (2001)

Speech Recognition Using Advanced HMM2 Features, Katrin Weber, Samy Bengio and Hervé Bourlard, in: Automatic Speech Recognition and Understanding Workshop, 2001
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6th International Conference on Spoken Language Processing: ICSLP~2000 (Interspeech~2000) (2000)

Automatic Speech Recognition using Dynamic Bayesian Networks with both Acoustic and Articulatory Variables, Todd Andrew Stephenson, Hervé Bourlard, Samy Bengio and Andrew Morris, in: 6th International Conference on Spoken Language Processing: ICSLP~2000 (Interspeech~2000), 2000
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International Conference on Spoken Langugae Processing (ICSLP 2000) (2000)

HMM2- A Novel Approach to HMM Emission Probability Estimation, Katrin Weber, Samy Bengio and Hervé Bourlard, in: International Conference on Spoken Langugae Processing (ICSLP 2000), 2000
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