Keywords:
Publications of Samy Bengio sorted by recency
| An Investigation of F-ratio Client-Dependent Normalisation on Biometric Authentication Tasks, and , Idiap-RR-46-2004 |
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| A supervised learning approach based on STDP and polychronization in spiking neuron networks, , and , Idiap-RR-54-2006 |
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| Semi-supervised Adapted HMMs for Unusual Event Detection, , and , Idiap-RR-80-2004 |
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| On automatic annotation of meeting databases, , , , and , Idiap-RR-06-2003 |
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| Inferring Document Similarity from Hyper-links, and , Idiap-RR-21-2005 |
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| HMM2- Extraction of Formant Features and their Use for Robust ASR, , and , Idiap-RR-42-2000 |
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| Towards Robust and Adaptive Speech Recognition Models, , and , Idiap-RR-01-2002 |
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| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , Idiap-RR-12-2002 |
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| Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks, and , Idiap-RR-63-2004 |
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| Multimodal Group Action Clustering in Meetings, , , , and , Idiap-RR-24-2004 |
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| A Unified Framework for Score Normalization Techniques Applied to Text Independent Speaker Verification, and , Idiap-RR-62-2004 |
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| The Expected Performance Curve: a New Assessment Measure for Person Authentication, and , Idiap-RR-84-2003 |
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| Learning to Retrieve Images from Text Queries with a Discriminative Model, , and , Idiap-RR-32-2006 |
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| Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, and , in: IEEE Transaction on Neural Networks special issue on data mining and knowledge discovery, 2000 |
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| Support Vector Machines for Large-Scale Regression Problems, and , Idiap-RR-17-2000 |
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| On the Convergence of SVMTorch, an Algorithm for Large-Scale Regression Problems, and , Idiap-RR-24-2000 |
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| Local Machine Learning Models for Spatial Data Analysis, and , in: Journal of Geographic Information and Decision Analysis, 4(01), 2000 |
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| HMM2- A Novel Approach to HMM Emission Probability Estimation, , and , in: International Conference on Spoken Langugae Processing (ICSLP 2000), 2000 |
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| Automatic Speech Recognition using Dynamic Bayesian Networks with both Acoustic and Articulatory Variables, , , and , in: 6th International Conference on Spoken Language Processing: ICSLP~2000 (Interspeech~2000), 2000 |
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| An EM Algorithm for HMMs with Emission Distributions Represented by HMMs, , and , Idiap-RR-11-2000 |
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| SVMTorch: Support Vector Machines for Large-Scale Regression Problems, and , in: Journal of Machine Learning Research, 1, 2001 |
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| Speech Recognition Using Advanced HMM2 Features, , and , in: Automatic Speech Recognition and Understanding Workshop, 2001 |
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| Robust Speech Recognition and Feature Extraction Using HMM2, , , and , in: Computer Speech & Language, 17(2-3), 2003 |
| Offline Cursive Word Recognition using Continuous Density Hidden Markov Models trained with PCA or ICA Features, and , in: Proceedings of International Conference on Pattern Recognition, 2002 |
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| New Approaches Towards Robust and Adaptive Speech Recognition, , and , in: Advances in Neural Information Processing Systems 13, MIT Press, 2001 |
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| Learning the Decision Function for Speaker Verification, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2001 |
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| Improving Face Verification using Skin Color Information, and , in: Proceedings of the 16th International Conference on Pattern Recognition, IEEE Computer Society Press, 2002 |
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| IDIAP HMM/HMM2 System: Theoretical Basis and Software Specifications, , , and , Idiap-RR-27-2001 |
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| HMM2- Extraction of Formant Features and their Use for Robust ASR, , and , in: European Conference on Speech Communication and Technology (Eurospeech 2001), 2001 |
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| Evaluation of Biometric Technology on XM2VTS, , and , Idiap-RR-21-2001 |
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| Comparison of Client Model Adaptation Schemes, and , Idiap-RR-25-2001 |
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| A Pragmatic View of the Application of HMM2 for ASR, , and , Idiap-RR-23-2001 |
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| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002 |
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| A Comparative Study of Adaptation Methods for Speaker Verification, and , in: International Conference on Spoken Language Processing ICSLP, 2002 |
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| Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, and , in: Pattern Recognition Letters, 23(8), 2002 |
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| Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, and , in: Proceedings of 8$^{th}$ International Conference on Frontiers on Handwriting Recognition, 2002 |
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| Transforming the feature vectors to improve HMM based cursive word recognition systems, and , Idiap-RR-32-2002 |
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| Towards Robust and Adaptive Speech Recognition Models, , and , Idiap-RR-47-2002 |
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| Towards Robust and Adaptive Speech Recognition Models, , and , in: Mathematical Foundations of Speech Processing and Recognition, Springer-Verlag, 2002 |
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| Torch: a modular machine learning software library, , and , Idiap-RR-46-2002 |
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| The MNIST Database of Handwritten upper-case letters, and , Idiap-Com-04-2002 |
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| The BANCA Database and Experimental Protocol for Speaker Verification, , , and , Idiap-RR-13-2002 |
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| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Workshop on Pattern Recognition with Support Vector Machines, SVM'2002, 2002 |
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| Proceedings of the Twelfth IEEE Workshop on Neural Networks for Signal Processing (NNSP), IEEE Press, 2002 |
| Online Policy Adaptation for Ensemble Algorithms, and , Idiap-RR-28-2002 |
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| Modeling Human Interaction in Meetings, , , , , , , and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2003 |
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| Increasing Speech Recognition Noise Robustness with HMM2, , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2002 |
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| Hybrid generative-discriminative models for speech and speaker recognition, and , Idiap-RR-06-2002 |
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| Hidden Markov Models and other Finite State Automata for Sequence Processing, and , in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002 |
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| Evaluation of Formant-Like Features for ASR, , , , , and , in: International Conference on Spoken Language Processing (ICSLP 2002), 2002 |
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