All publications
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2019
| Automatic Diagnosis of Alzheimer's Disease Using Neural Network Language Models, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| HMM-based Approaches to Model Multichannel Information in Sign Language inspired from Articulatory Features-based Speech Processing, , , , and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| GILE: A Generalized Input-Label Embedding for Text Classification, and , in: Transactions of the Association for Computational Linguistics (TACL), 2019 |
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| Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers, , , , , , , , , and , in: Proceedings of the 2nd International Conference on Intelligent Human Systems Integration (IHSI 2019): Integrating People and Intelligent Systems, San Diego, California, USA, pages 820 - 826, 2019 |
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| CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model, , and , Idiap-RR-06-2019 |
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| Multi-Spectral Widefield Microscopy of the Beating Heart through Post-Acquisition Synchronization and Unmixing, , , and , in: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, pages 1382-1385, 2019 |
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| Improving speech embedding using crossmodal transfer learning with audio-visual data, and , in: Multimedia Tools and Applications, 78(11):15681-15704, 2019 |
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| Voice Presentation Attack Detection Using Convolutional Neural Networks, , , , , and , in: Handbook of Biometric Anti-Spoofing, pages 391--415, Springer, 2019 |
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| Remote Blood Pulse Analysis for Face Presentation Attack Detection, and , in: Handbook of Biometric Anti-Spoofing, Springer, 2019 |
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| Evaluation Methodologies for Biometric Presentation Attack Detection, , , and , in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019 |
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| Recent Advances in Face Presentation Attack Detection, , , and , in: Handbook of Biometric Anti-Spoofing, Springer, 2019 |
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| Data-Driven Movement Subunit Extraction from Skeleton Information for Modeling Signs and Gestures, , and , Idiap-RR-02-2019 |
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| An Introduction to Vein Presentation Attacks and Detection, , and , in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019 |
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| Profile extrema for visualizing and quantifying uncertainties on excursion regions. Application to coastal flooding, , , and , in: Technometrics, 61(4):474-493, 2019 |
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| A supermartingale approach to Gaussian process based sequential design of experiments, , and , in: Bernoulli, 25(4A):2883-2919, 2019 |
| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , Idiap-Com-01-2019 |
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| Learning from Demonstration (Programming by Demonstration), , in: Encyclopedia of Robotics, Springer, 2019 |
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| Small Variance Asymptotics for Non-Parametric Online Robot Learning, and , in: International Journal of Robotics Research (IJRR), 38(1):3-22, 2019 |
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| Learning Task Priorities from Demonstrations, , , and , in: IEEE Transactions on Robotics, 35(1):78-94, 2019 |
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| Learning from demonstration for semi-autonomous teleoperation, and , in: Autonomous Robots, 43(3):713-726, 2019 |
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| Heterogeneous Face Recognition Using Domain Specific Units, , and , in: IEEE Transactions on Information Forensics and Security:13, 2019 |
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| INVESTIGATING TIME DELAY NEURAL NETWORK (TDNN) FOR LANGUAGE MODELING IN LOW RESOURCE AUTOMATIC SPEECH RECOGNITION, , , and , Idiap-RR-13-2019 |
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| STACKED NEURAL NETWORKS WITH PARAMETER SHARING FOR MULTILINGUAL LANGUAGE MODELING, , , , , and , Idiap-RR-12-2019 |
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| EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, and , Idiap-RR-01-2019 |
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| AN END-TO-END NETWORK TO SYNTHESIZE INTONATION USING A GENERALIZED COMMAND RESPONSE MODEL, , , , and , Idiap-RR-05-2019 |
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| Virtual High-Framerate Microscopy of the Beating Heart via Sorting of Still Images, , , , and , Idiap-RR-04-2019 |
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| Modeling Dyadic and Group Impressions with Inter-Modal and Inter-Person Features, , , and , in: ACM Transactions on Multimedia Computing, Communications, and Applications, 15(1), 2019 |
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| Mi Casa es su Casa? Examining Airbnb Hospitality Exchange Practices in a Developing Economy, , , , , , and , in: ACM Transactions on Social Computing, 2(1), 2019 |
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| Learning Control, and , in: Humanoid Robotics: a Reference, pages 1261-1312, Springer, 2019 |
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2018
| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: MLSLP-18 Proceedings, Hyderabad, 2018 |
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| Theory and Algorithms for Hypothesis Transfer Learning, , EPFL, 2018 |
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| Low-latency speaker spotting with online diarization and detection, , , , , , , , and , in: The Speaker and Language Recognition Workshop (Odyssey), 2018 |
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| A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization, , , , , and , in: IEEE Transactions on Signal Processing, 2018 |
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| Real-Time DCT Learning-based Reconstruction of Neural Signals, , and , in: EUSIPCO, 2018 |
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| Learning-Based Compressive MRI, , , , , , and , in: IEEE Transactions on Medical Imaging, 2018 |
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| Improving the conditioning of the optimization criterion in acoustic multi-channel equalization using shorter reshaping filters, and , in: EURASIP Journal on Advances in Signal Processing(11), 2018 |
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| Phonetic aware techniques for Speaker Verification, , EPFL, 2018 |
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| Building Blocks of Assistant Based Speech Recognition for Air Traffic Management Applications, , , , , , , and , in: Conference: SESAR Innovation Days 2018, European Union, Eurocontrol, Salzburg, Austria, SESARJU, 2018 |
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| Iterative Learning of Speech Recognition Models for Air Traffic Control, , , , , , and , in: Proceedings of Interspeech 2018, ISCA, Hyderabad, India, pages 3519-3523, 2018 |
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| Leveraging Convolutional Pose Machines for Fast and Accurate Head Pose Estimation, , and , in: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, SPAIN, pages 1089-1094, IEEE, 2018 |
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| Multilingual bottleneck features for subword modeling in zero-resource languages, and , in: Proc. Interspeech, pages 2668-2672, 2018 |
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| Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching, , and , in: Proceedings of the international conference on Neural Information Processing Systems, 2018 |
| Geodesic Convolutional Shape Optimization, , , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Kronecker Recurrent Units, , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Enhancing Trust in eAssessment - the TeSLA System Solution, , , , and , in: Technology Enhanced Assessment Conference., 2018 |
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| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: Proc. Interspeech 2018, pages 3147-3151, 2018 |
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| SCALAR - Simultaneous Calibration of 2D Laser And Robot's Kinematic Parameters Using Three Planar Constraints, , and , in: International Conference on Intelligent Robots, 2018 |
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| DeepFakes: a New Threat to Face Recognition? Assessment and Detection, and , Idiap-RR-18-2018 |
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| A Cross-database Study of Voice Presentation Attack Detection, and , in: Handbook of Biometric Anti-Spoofing: Presentation Attack Detection, 2nd Edition, Springer, 2018 |
| Dexterous Underwater Manipulation from Distant Onshore Locations, , , , , , , , , , , , , , , , , , , , , , , , and , in: IEEE Robotics and Automation Magazine, 2018 |
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