All publications
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2016
Integration of Real-Time Speech Processing Technologies for Online Gaming, , and , Idiap-Com-01-2016 |
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Jointly Informative Feature Selection, and , in: Journal of Machine Learning Research, 2016 |
Hirability in the wild: Analysis of online conversational video resumes, and , in: IEEE Trans. on Multimedia, 18(7):1422-1437, 2016 |
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On degeneracy and invariances of random fields paths with applications in Gaussian process modelling, , and , in: Journal of Statistical Planning and Inference, 170:117-128, 2016 |
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Evaluating Shape Representations for Maya Glyph Classification, , and , in: ACM Journal on Computing and Cultural Heritage (JOCCH), 9(3), 2016 |
Ancient Maya Writings as High-Dimensional Data: a Visualization Approach, , , and , in: Digital Humanities (DH), Krakow, 2016 |
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Intonation atom based emphasis transfer, and , Idiap-RR-14-2016 |
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TDOA Matrices: Algebraic Properties and their Application to Robust Denoising with Missing Data, , , and , in: IEEE Transactions on Signal Processing, 64(20):5242-5254, 2016 |
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INFORMATION THEORETIC CLUSTERING FOR UNSUPERVISED DOMAIN-ADAPTATION, , and , Idiap-RR-09-2016 |
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DEEP NEURAL NETWORK BASED POSTERIORS FOR TEXT-DEPENDENT SPEAKER VERIFICATION, , , and , Idiap-RR-08-2016 |
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Predicting the intrusiveness of noise through sparse coding with auditory kernels, and , in: Speech Communication, 76:186-200, 2016 |
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Fast K-Means with Accurate Bounds, and , Idiap-RR-17-2016 |
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A Tutorial on Task-Parameterized Movement Learning and Retrieval, , in: Intelligent Service Robotics, 9(1):1-29, 2016 |
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Gaze Estimation in the 3D Space Using RGB-D sensors. Towards Head-Pose And User Invariance., and , in: International Journal of Computer Vision, 118(2):194-216, 2016 |
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Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization, , , , , and , in: IEEE Transactions on Signal Processing, 64(3):567-579, 2016 |
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Adaptive Sentiment-Aware One-Class Collaborative Filtering, and , in: Expert Systems with Applications, 43:23-41, 2016 |
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Computational Methods for Underdetermined Convolutive Speech Localization and Separation via Model-based Sparse Component Analysis, , , and , in: Speech Communication, 76:201-217, 2016 |
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Articulatory feature based continuous speech recognition using probabilistic lexical modeling, and , in: Computer Speech and Language, 36:233-259, 2016 |
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Adaptive relevance feedback for large-scale image retrieval, and , in: Multimedia Tools and Applications, 75(12):6777-6807, 2016 |
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Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-based Speech Recognition, , and , in: Speech Communication: Special Issue on Advances in Sparse Modeling and Low-rank Modeling for Speech Processing, 76:230–244, 2016 |
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Twitter Sentiment Analysis (Almost) from Scratch, , and , Idiap-RR-15-2016 |
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Otomatik İşaret Dili Tanıma ve Türk İşaret Dili için Bilgisayar Uygulamaları, , , , and , in: Ellerle Konusmak: Turk Isaret Dili Arastirmalari / Research on Turkish Sign Language, pages 471-498, Koc University Press, 2016 |
2015
Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment, , , , and , in: ACM Transactions on Interactive Intelligent Systems, 5(2):6, 2015 |
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Global Optimization with Sparse and Local Gaussian Process Models, and , in: Machine Learning, Optimization, and Big Data, pages 185-196, Springer International Publishing, 2015 |
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Differentiating the Multipoint Expected Improvement for Optimal Batch Design, , and , in: Machine Learning, Optimization, and Big Data, pages 37-48, Springer International Publishing, 2015 |
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Trustworthy Biometric Verification under Spoofing Attacks: Application to the Face Mode, , École Polytechnique Fédérale de Lausanne, 2015 |
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Proceedings of the Second Workshop on Discourse in Machine Translation (DiscoMT 2015), , , and , Association for Computational Linguistics, 2015 |
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Klewel Webcast: from Research to Growing Company, , , and , in: IEEE Multimedia, 22(4):94-99, 2015 |
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Combining dynamic head pose-gaze mapping with the robot conversational state for attention recognition in human-robot interactions, and , in: Pattern Recognition Letters, 66:81-90, 2015 |
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Transfer Learning through Greedy Subset Selection, , and , in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015 |
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Robot Learning with Task-Parameterized Generative Models, , in: Proc. Intl Symp. on Robotics Research, 2015 |
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Learned Minimal Intervention Control Synthesis based on Hidden Semi-Markov Models, , and , in: Proc. of the 8th Intl Workshop on Human-Friendly Robotics, pages 17, 2015 |
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Kullback-Leibler Proximal Variational Inference, , , and , in: Proceedings of the international conference on Neural Information Processing Systems, pages 3402-3410, 2015 |
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Loud and Trendy: Crowdsourcing Impressions of Social Ambiance in Popular Indoor Urban Places, and , in: Proceedings of the 23rd ACM International Conference on Multimedia, Brisbane, Australia, pages 211-220, ACM, 2015 |
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CommuniSense: Crowdsourcing Road Hazards in Nairobi, , , , , , and , in: Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, Copenhagen, Denmark, pages 445-456, ACM, 2015 |
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Looking at Cities in Mexico with Crowds, , and , in: Proceedings of the 2015 Annual Symposium on Computing for Development, London, United Kingdom, pages 127-135, ACM, 2015 |
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Learning to Segments Objects Candidates, , and , in: Advances in Neural Information Processing Systems, Montreal, Canada, pages 1990-1998, Curran Associates, Inc., 2015 |
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An Investigation of Muscle Models for Physiologically Based Intonation Modelling, and , in: Proceedings of the 23rd Telecommunications Forum, pages 468--471, 2015 |
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On Compressibility of Neural Network phonological Features for Low Bit Rate Speech Coding, , and , in: Proceeding of Interspeech, pages 418-422, ISCA, 2015 |
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Pronunciation Lexicon Development for Under-Resourced Languages Using Automatically Derived Subword Units: A Case Study on Scottish Gaelic, , and , in: 4th Biennial Workshop on Less-Resourced Languages, 2015 |
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International Conference on Mobile and Ubiquitous Multimedia, , and , in: Happy and Agreeable? Multi-Label Classification of Impressions in Social Video, Linz, Austria, pages 109-120, ACM, 2015 |
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Towards Multiple Pronunciation Generation in Acoustic G2P Conversion Framework, , and , Idiap-RR-34-2015 |
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3D Gaze Estimation from Remote RGB-D Sensors, , École Polytechnique Fédérale de Lausanne, 2015 |
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Head Nod Detection from a Full 3D Model, , and , in: Proceedings of the ICCV 2015, pages 528-536, 2015 |
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Posterior-Based Multi-Stream Formulation To Combine Multiple Grapheme-to-Phoneme Conversion Techniques, and , Idiap-RR-33-2015 |
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HMM-based Non-native Accent Assessment using Posterior Features, , and , Idiap-RR-32-2015 |
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EUMSSI team at the MediaEval Person Discovery Challenge, , , and , in: Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, 2015 |
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Towards utterance-based neural network adaptation in acoustic modeling, , , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, pages 289-295, 2015 |
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Deciphering the Silent Participant. On the Use of Audio-Visual Cues for the Classification of Listener Categories in Group Discussions, , , and , in: Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, ACM, Seattle, Washington, USA, pages 107--114, ACM, 2015 |
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