All publications
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2014
| Prosody in Swiss French Accents: Investigation using Analysis by Synthesis, , , and , Idiap-RR-04-2014 |
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| What to Show? Automatic Stream Selection Among Multiple Sensors, , and , in: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2014 |
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| Hire Me: Computational inference of hirability in employment interviews based on nonverbal behavior, , , and , in: IEEE Transactions on Multimedia, 16(4):1018 - 1031, 2014 |
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| Adaptive Sampling for Large Scale Boosting, and , in: Journal of Machine Learning Research, 15:1431-1453, 2014 |
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| Re-Identification for Improved People Tracking, , and , in: Person Re-Identification, pages 311-336, Springer, 2014 |
| Stable Myoelectric Control of a Hand Prosthesis using Non-Linear Incremental Learning, , , , , , , and , in: Frontiers in Neurorobotics, 8, 2014 |
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| The Movement Error Rate for Evaluation of Machine Learning Methods for sEMG-based Hand Movement Classification, , , , and , in: Transactions on Neural Systems and Rehabilitation Engineering:735 - 744, 2014 |
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| Characterization of a Benchmark Database for Myoelectric Movement Classification, , , , , , , , and , in: Transactions on Neural Systems and Rehabilitation Engineering, 23:73-83, 2014 |
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| Exploiting Scene Cues for Dropped Object Detection, , and , in: 9th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., 2014 |
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| Model-based Sparse Component Analysis for Reverberant Speech Localization, , , and , in: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, pages 1439 - 1443, IEEE, 2014 |
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| Score Calibration in Face Recognition, , , , , and , Idiap-RR-01-2014 |
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| Combining Vocal Tract Length Normalization with Hierarchical Linear Transformations, , , and , in: IEEE Journal of Selected Topics in Signal Processing - Special Issue on Statistical Parametric Speech Synthesis, 8(2):262 - 272, 2014 |
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| Broadcasting oneself: Visual Discovery of Vlogging Styles, , and , in: IEEE Transactions on Multimedia, 16(1):201-215, 2014 |
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| Temporal Analysis of Motif Mixtures using Dirichlet Processes, , and , in: IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), 36(1), 2014 |
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| Exploiting Long-Term Connectivity and Visual Motion in CRF-based Multi-Person Tracking, , and , Idiap-RR-06-2014 |
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| Bi-Modal Biometric Authentication on Mobile Phones in Challenging Conditions, , , , and , in: Image and Vision Computing:1147-1160, 2014 |
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| Biometrics Evaluation under Spoofing Attacks, , and , Idiap-RR-12-2014 |
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| A Survey of Personality Computing, and , in: IEEE Transaction on Affective Computing, 5(3):273-291, 2014 |
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| Structured Sparsity Models for Reverberant Speech Separation, , , and , in: IEEE/ACM Transaction on Audio, Speech and Language Processing, 2014 |
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2013
| Transfer in Inverse Reinforcement Learning for Multiple Strategies, and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, Tokyo, Japan, pages 3244-3250, IEEE, 2013 |
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| Autonomous reinforcement learning with experience replay, and , in: Neural Networks, 41:156 - 167, 2013 |
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| MLP-based Factor Analysis for Tandem Speech Recognition, and , in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing, 2013 |
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| Hi YouTube! Personality Impressions and Verbal Content in Social Video, , , and , in: 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, ACM, 2013, 2013 |
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| Object Classification and Detection in High Dimensional Feature Space, , Programme doctoral en Informatique, Communications et Information, 2013 |
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| Clustering flood events from water quality time-series using Latent Dirichlet Allocation model, , , , , , , , , and , in: Water Resources Research, 2013 |
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| Speech Processing, , in: Interactive Multimodal Information Management, pages 221--245, EPFL Press, 2013 |
| Gammatone Wavelet Cepstral Coefficients for Robust Speech Recognition, , and , in: Proceedings of IEEE TENCON, 2013 |
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| A Savitzky-Golay Filtering Perspective of Dynamic Feature Computation, , and , in: IEEE Signal Processing Letters, 20(3):281 -- 284, 2013 |
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| A Probabilistic Framework for Multiple Speaker Localization, , , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013 |
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| Alignment of Binocular-Binaural Data Using a Moving Audio-Visual Target, , and , in: Proc. of IEEE Int. Workshop on Multimedia Signal Processing (MMSP), 2013 |
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| Proceedings of the ACL Workshop on Discourse in Machine Translation (DiscoMT 2013), , , and , Association for Computational Linguistics, 2013 |
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| On Modeling Context-dependent Clustered States: Comparing HMM/GMM, Hybrid HMM/ANN and KL-HMM Approaches, , and , Idiap-RR-43-2013 |
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| 3D Head Pose and Gaze Tracking and Their Application to Diverse Multimodal Tasks, , in: Doctoral consortium of the 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, 2013 |
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| Context Aware Addressee Estimation for Human Robot Interaction, , , and , in: Proceedings of the 6th Workshop on Eye Gaze in Intelligent Human Machine Interaction: Gaze in Multimodal Interaction, 2013 |
| Leveraging the robot dialog state for visual focus of attention recognition, , , , and , in: Proceedings of the 15th ACM on International Conference on Multimodal Interaction, 2013 |
| Multimodal Analysis of Body Communication Cues in Employment Interviews, , , and , in: 15th ACM International Conference on Multimodal Interaction Proceedings, 2013 |
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| Evaluating Intra- and Crosslingual Adaptation for Non-native Speech Recognition in a Bilingual Environment, and , in: Proceedings of the 4th IEEE International Conference on Cognitive Infocommunications, IEEE, Budapest, Hungary, pages 357-361, 2013 |
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| Is Deep Learning Really Necessary for Word Embeddings?, , and , Idiap-RR-44-2013 |
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| Introduction to the Special Issue on Learning Semantics, , , , , and , in: Machine Learning, 2013 |
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| Recurrent Convolutional Neural Networks for Scene Labeling, and , Idiap-RR-41-2013 |
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| End-to-end Phoneme Sequence Recognition using Convolutional Neural Networks, , and , Idiap-RR-40-2013 |
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| Using the Europarl corpus for cross-linguistic research, , and , in: Belgian Journal of Linguistics(27):23 – 42, 2013 |
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| Crosslingual Tandem-SGMM: Exploiting Out-Of-Language Data for Acoustic Model and Feature Level Adaptation, , and , in: Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013), ISCA - International Speech Communication Association, Lyon, France, pages 510-514, ISCA, 2013 |
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| Crosslingual Tandem-SGMM: Exploiting Out-Of-Language Data for Acoustic Model and Feature Level Adaptation, , and , Idiap-RR-39-2013 |
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| ACCENT ADAPTATION USING SUBSPACE GAUSSIAN MIXTURE MODELS, , , and , in: The 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, BC, Canada, pages 7170-7174, 2013 |
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| ACCENT ADAPTATION USING SUBSPACE GAUSSIAN MIXTURE MODELS, , , and , Idiap-RR-38-2013 |
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| FEATURE AND SCORE LEVEL COMBINATION OF SUBSPACE GAUSSIANS IN LVCSR TASK, , and , in: The 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, BC, Canada, pages 7604-7608, 2013 |
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| FEATURE AND SCORE LEVEL COMBINATION OF SUBSPACE GAUSSIANS IN LVCSR TASK, , and , Idiap-RR-37-2013 |
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| Manifold Sparse Beamforming, , and , in: IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Saint Martin, France, pages 113-116, IEEE, 2013 |
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| Convexity in source separation: Models, geometry, and algorithms, , , , and , in: IEEE Signal Processing Magazine, Special Issue on Source Separation and Applications, 2013 |
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