All publications
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2002
| 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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| TODE: A Decoder for Continuous Speech Recognition, , Idiap-Com-09-2002 |
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| The VidTIMIT Database, , Idiap-Com-06-2002 |
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| The MNIST Database of Handwritten upper-case letters, and , Idiap-Com-04-2002 |
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| The IDIAP Smart Meeting Room, , Idiap-Com-07-2002 |
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| The BANCA Database and Experimental Protocol for Speaker Verification, , , and , Idiap-RR-13-2002 |
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| The analysis of kernel ridge regression learning algorithm., , Idiap-RR-54-2002 |
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| Text Segmentation and Recognition in Complex Background Based on Markov Random Field, , and , in: Int. Conf. Pattern Recognition 2002, 2002 |
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| Text Detection and Recognition in Images and Videos, , and , Idiap-RR-61-2002 |
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| Speech Processing & Text-Independent Automatic Person Verification, , Idiap-Com-08-2002 |
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| Speaker Normalization using HMM2, , and , in: Proceedings of the 2002 IEEE International Workshop on Neural Networks for Signal Processing (NNSP-02), 2002 |
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| SOM-Based Clustering for On-Line Fraud Behavior Classification: a Case Study, and , Idiap-RR-30-2002 |
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| Self-Organizing-Maps With BIC For Speaker Clustering, , Idiap-RR-60-2002 |
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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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| Robust Speech Recognition with Small Microphone Arrays using the Missing Data Approach, , and , in: Proceedings of International Conference on Speech and Language Processing (ICSLP), 2002 |
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| Robust HMM-Based Speech/Music Segmentation, , and , in: ICASSP, 2002 |
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| Robust Face Verification using Skin Color and Neural Networks, , Idiap-RR-49-2002 |
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| Robust Face Analysis using Convolutional Neural Networks, , in: Proceedings of the International Conference on Pattern Recognition (ICPR 02), 2002 |
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| Robot Navigation, , in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002 |
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| Recent advances in the multi-stream HMM/ANN hybrid approach to noise robust ASR, and , Idiap-RR-57-2002 |
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| Proceedings of the Twelfth IEEE Workshop on Neural Networks for Signal Processing (NNSP), IEEE Press, 2002 |
| Probabilistic Home Video Structuring: Feature Selection and Performance Evaluation, , and , in: IEEE International Conference on Image Processing, 2002 |
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| Online Policy Adaptation for Ensemble Algorithms, and , Idiap-RR-28-2002 |
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| Object Localization in Metric Spaces for Video Linking, and , in: IEEE Workshop on Motion and Video Computing, 2002 |
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| Noise PDF transformation in secondary feature processing, , Idiap-RR-29-2002 |
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| Mutliscale Facial Expression Recognition using Convolutional Neural Networks, , in: Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 02), 2002 |
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| Modelling auxiliary information (pitch frequency) in hybrid HMM/ANN based ASR systems, , and , Idiap-RR-62-2002 |
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| Mixed Bayesian Networks with Auxiliary Variables for Automatic Speech Recognition, , and , in: International Conference on Pattern Recognition (ICPR~2002), 2002 |
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| Low cost duration modelling for noise robust speech recognition, , and , in: Proc. ICSLP, 2002 |
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| Linking Objects in Videos by Importance Sampling, and , in: IEEE International Conference on Multimedia and Expo, 2002 |
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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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| Improved Unknown-Multiple Speaker clustering using HMM, , and , Idiap-RR-23-2002 |
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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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| Head-Pose Invariant Facial Expression Recognition using Convolutional Neural Networks, , in: International IEEE Conference on Multimodal Interfaces (ICMI 02), 2002 |
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| Handwriting Recognition Demo, , and , Idiap-Com-02-2002 |
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| Gestures for Multi-Modal Interfaces: A Review, , Idiap-RR-34-2002 |
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| Face Verification using MLP and SVM, and , in: XI Journees NeuroSciences et Sciences pour l'Ingenieur (NSI 2002), 2002 |
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| Extended BIC Criterion for Model Selection, and , Idiap-RR-42-2002 |
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| Evolution of the Mental States Operating a Brain-Computer Interface, , , and , in: Proceedings of the International Federation for Medical and Biological Engineering, 2002 |
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| Evaluation Protocols and Comparative Results for the Triesch Hand Posture Database, , Idiap-RR-50-2002 |
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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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| Estimation of Conditional Distributions using Gaussian Mixture Models, , and , Idiap-RR-03-2002 |
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| Estimating the Intrinsic Dimension of Data with a Fractal-Based Method, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(10), 2002 |
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| Dynamic Bayesian Network Based Speech Recognition with Pitch and Energy as Auxiliary Variables, , , and , in: 2002 IEEE International Workshop on Neural Networks for for Signal Processing (NNSP~2002), 2002 |
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| Confidence Measures for Multimodal Identity Verification, , , and , in: Information Fusion, 3(04), 2002 |
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| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002 |
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