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All publications

2014
Multi-Source Adaptive Learning for Fast Control of Prosthetics Hand, Novi Patricia, Tatiana Tommasi and Barbara Caputo, in: Proceedings of the International Conference on Pattern Recognition, Stockholm, pages 2769 - 2774, 2014
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Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective, Novi Patricia and Barbara Caputo, in: Proceedings of the Computer Vision and Pattern Recognition, Columbus, OH, pages 1442-1449, IEEE, 2014
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On Modeling Context-Dependent Clustered States: Comparing HMM/GMM, Hybrid HMM/ANN and KL-HMM Approaches, Marzieh Razavi, Ramya Rasipuram and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech, and Signal Processing, Florence, IT, pages 7659 - 7663, IEEE, 2014
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Scalable Probabilistic Models for Face and Speaker Recognition, Laurent El Shafey, École Polytechnique Fédérale de Lausanne (EPFL), 2014
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Multilingual Deep Neural Network based Acoustic Modeling For Rapid Language Adaptation, Ngoc Thang Vu, David Imseng, Daniel Povey, Petr Motlicek, Tanja Schultz and Hervé Bourlard, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, pages 7639-7643, IEEE, 2014
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Exploiting un-transcribed foreign data for speech recognition in well-resourced languages, David Imseng, Blaise Potard, Petr Motlicek, Alexandre Nanchen and Hervé Bourlard, in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, IT, pages 2322 - 2326, IEEE, 2014
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A Conditional Random field approach for audio-visual people diarization, Paul Gay, Elie Khoury, Sylvain Meignier, Jean-Marc Odobez and Paul Deleglise, in: Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 116 - 120, IEEE, 2014
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EYEDIAP: A Database for the Development and Evaluation of Gaze Estimation Algorithms from RGB and RGB-D Cameras, Kenneth Alberto Funes Mora, Florent Monay and Jean-Marc Odobez, in: Proceedings of the ACM Symposium on Eye Tracking Research and Applications, Safety Harbor, Florida, United States of America, ACM, 2014
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Cross-linguistic annotation of narrativity for English/French verb tense disambiguation, Cristina Grisot and Thomas Meyer, in: 9th Edition of the Language Resources and Evaluation Conference, Reykjavik, Iceland, 2014
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English-French Verb Phrase Alignment in Europarl for Tense Translation Modeling, Sharid Loaiciga, Thomas Meyer and Andrei Popescu-Belis, in: The Ninth Language Resources and Evaluation Conference, Reykjavik, Iceland, 2014
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Word Embeddings through Hellinger PCA, Rémi Lebret and Ronan Collobert, in: 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
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SPEAR: An open source toolbox for speaker recognition based on Bob, Elie Khoury, Laurent El Shafey and Sébastien Marcel, in: Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1655 - 1659, 2014
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What to Show? Automatic Stream Selection Among Multiple Sensors, Remi Emonet, E. Oberzaucher and Jean-Marc Odobez, in: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2014
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Adaptive Sampling for Large Scale Boosting, Charles Dubout and Francois Fleuret, in: Journal of Machine Learning Research, 15:1431-1453, 2014
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Re-Identification for Improved People Tracking, Francois Fleuret, Horesh Ben Shitrit and Pascal Fua, in: Person Re-Identification, pages 311-336, Springer, 2014
Exploiting Scene Cues for Dropped Object Detection, Adolfo Lopez-Mendez, Florent Monay and Jean-Marc Odobez, 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, Afsaneh Asaei, Hervé Bourlard, Mohammad J. Taghizadeh and Volkan Cevher, in: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, pages 1439 - 1443, IEEE, 2014
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Combining Vocal Tract Length Normalization with Hierarchical Linear Transformations, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, 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, Oya Aran, Joan-Isaac Biel and Daniel Gatica-Perez, in: IEEE Transactions on Multimedia, 16(1):201-215, 2014
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Temporal Analysis of Motif Mixtures using Dirichlet Processes, Remi Emonet, Jagannadan Varadarajan and Jean-Marc Odobez, in: IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), 36(1), 2014
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A Survey of Personality Computing, Alessandro Vinciarelli and Gelareh Mohammadi, in: IEEE Transaction on Affective Computing, 5(3):273-291, 2014
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Structured Sparsity Models for Reverberant Speech Separation, Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard and Volkan Cevher, in: IEEE/ACM Transaction on Audio, Speech and Language Processing, 2014
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2013
Transfer in Inverse Reinforcement Learning for Multiple Strategies, Ajay Kumar Tanwani and Aude Billard, in: IEEE/RSJ International Conference on Intelligent Robots and Systems, Tokyo, Japan, pages 3244-3250, IEEE, 2013
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MLP-based Factor Analysis for Tandem Speech Recognition, Marc Ferras and Hervé Bourlard, 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, Joan-Isaac Biel, Daniel Gatica-Perez, John Dines and Vagia Tsminiaki, 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, Charles Dubout, Programme doctoral en Informatique, Communications et Information, 2013
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Speech Processing, Mathew Magimai.-Doss, in: Interactive Multimodal Information Management, pages 221--245, EPFL Press, 2013