All publications
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2018
| After how many drinks does someone experience acute consequences-determining thresholds for binge drinking based on two event-level studies: Optimal thresholds for binge drinking, , , and , in: Addiction, 113(12):2235-2244, 2018 |
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| Stochastic Variance Reduced Gradient Optimization of Generative Adversarial Networks, , , and , in: International Conference on Machine Learning (ICML) workshop on Theoretical Foundations and Applications of Deep Generative Models, 2018 |
| Single-channel late reverberation power spectral density estimation using denoising autoencoders, and , in: Proc. Annual Conference of the International Speech Communication Association, Hyderabad, India, 2018 |
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| Iterative alternating least-aquares approach to jointly estimate the RETFs and the diffuse PSD, , and , in: Proc. ITG conference on Speech Communication, Oldenburg, Germany, 2018 |
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| Statistical modeling of speech spectral coefficients in patients with Parkinson's disease, and , in: Proc. ITG conference on Speech Communication, Oldenburg, Germany, 2018 |
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| Modelling glottal source information for depression detection, , and , Idiap-RR-13-2018 |
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| Word Sense Consistency in Statistical and Neural Machine Translation, , École Polytechnique Fédérale de Lausanne, 2018 |
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| A Differential Approach for Gaze Estimation with Calibration, , , and , in: 29TH BRITISH MACHINE VISION CONFERENCE, 2018 |
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| Knowledge Transfer with Jacobian Matching, and , in: Proceedings of the International Conference on Machine Learning, 2018 |
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| Not All Samples Are Created Equal: Deep Learning with Importance Sampling, and , in: Proceedings of International Conference on Machine Learning, 2018 |
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| Gradient-based spectral visualization of CNNs using raw waveforms, , , and , Idiap-RR-11-2018 |
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| A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing, , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(129), 2018 |
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| Spoofing Deep Face Recognition With Custom Silicone Masks, , and , in: Proceedings of BTAS2018, 2018 |
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| Real-time Convolutional Networks for Depth-based Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018 |
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| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , Idiap-RR-10-2018 |
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| Special issue on robot learning for human-robot collaboration, , , , and , in: Autonomous Robots, 42(5):953-956, 2018 |
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| Programming by Demonstration for Shared Control with an Application in Teleoperation, , and , in: IEEE Robotics and Automation Letters (RA-L), 3(3):1848-1855, 2018 |
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| Flexible Automation Driven by Demonstration: Leveraging Strategies that Simplify Robotics, , , , , , and , in: IEEE Robotics and Automation Magazine (RAM), 25(2):18-27, 2018 |
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| A Brief Survey on the Role of Dimensionality Reduction in Manipulation Learning and Control, , and , in: IEEE Robotics and Automation Letters (RA-L), 3(3):2608-2615, 2018 |
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| SIIP: An Innovative Speaker Identification Approach for Law Enforcement Agencies, , , , , , , , , and , in: Big Data and Artificial Intelligence for Military Decision Making, http://www.sto.nato.int/, pages PT-1 - 1: PT-1 - 14, STO, 2018 |
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| Phonological Posterior Hashing for Query by Example Spoken Term Detection, , and , in: Proceedings of Interspeech, 2018 |
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| Joint Localization and Classification of Multiple Sound Sources Using a Multi-task Neural Network, , and , Idiap-RR-17-2018 |
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| CNN based Query by Example Spoken Term Detection, , and , in: Proceedings of Interspeech, 2018 |
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| Joint Localization and Classification of Multiple Sound Sources Using a Multi-task Neural Network, , and , in: Proceedings of Interspeech, pages 312--316, 2018 |
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| Semi-Blind Spatially-Variant Deconvolution in Optical Microscopy with Local Point Spread Function Estimation by Use of Convolutional Neural Networks, and , in: 2018 25th IEEE International Conference on Image Processing (ICIP), pages 3818-3822, IEEE, 2018 |
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| Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization, and , in: Proceedings of Interspeech, Hyderabad, INDIA, pages 2257-2261, 2018 |
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| On Learning Vocal Tract System Related Speaker Discriminative Information from Raw Signal Using CNNs, , and , in: Proceedings of Interspeech, Hyderabad, INDIA, pages 1116-1120, 2018 |
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| On Learning to Identify Genders from Raw Speech Signal Using CNNs, , and , in: Proceedings of Interspeech, Hyderabad, INDIA, pages 287-291, 2018 |
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| Speaker Inconsistency Detection in Tampered Video, and , in: European Signal Processing Conference, 2018 |
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| Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech, , , , , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 292-296, 2018 |
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| Geometry-aware Control and Learning in Robotics, and , in: R:SS Pioneers Workshop, 2018 |
| Geometry-aware Robot Manipulability Transfer, , and , in: R:SS Workshop on Learning and Inference in Robotics: Integrating Structure, Priors and Models, 2018 |
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| Implementing Fusion Techniques for the Classification of Paralinguistic Information, , , and , in: Proceedings of Interspeech 2018, pages 526-530, 2018 |
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| Phonological mappings for English, French, German and Portuguese, and , Idiap-Com-02-2018 |
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| Fast Language Adaptation Using Phonological Information, , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 2459-2463, 2018 |
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| End-to-end text-dependent speaker verification using novel distance measures, , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, Aug 02-Sep 06, 2018, pages 3598-3602, 2018 |
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| Analysis of Language Dependent Front-End for Speaker Recognition, , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 1101-1105, 2018 |
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| Experimental evaluation of speech enhancement methods in remote microphone systems for hearing aids, , , , and , in: Proc. EuroNoise 2018, Crete, Greece, pages 351-358, 2018 |
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| Geometry-aware Tracking of Manipulability Ellipsoids, , , and , in: Robotics: Science and Systems, Pittsburgh, USA, 2018 |
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| How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs, , and , in: ACM Journal on Computing and Cultural Heritage (JOCCH), 11(4):20, 2018 |
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| Warped Gaussian processes and derivative-based sequential design for functions with heterogeneous variations, , , and , in: SIAM/ASA Journal on Uncertainty Quantification, 6(3):991-1018, 2018 |
| Ambiance in Social Media Venues: Visual Cue Interpretation by Machines and Crowds, , and , in: IEEE CVPR Workshop on Visual Understanding of Subjective Attributes, 2018 |
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| DNN based speaker embedding using content information for text-dependent speaker verification, , , and , in: Proceedings of 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2018 |
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| Fast cross-correlation based wrist vein recognition algorithm with rotation and translation compensation, , , and , in: Sixth International Workshop on Biometrics and Forensics, 2018 |
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| Sparse Subspace Modeling for Query by Example Spoken Term Detection, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2018 |
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| Joining high-level symbolic planning with low-level motion primitives in adaptive HRI: application to dressing assistance, , , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), 2018 |
| Not All Samples Are Created Equal: Deep Learning with Importance Sampling, and , Idiap-RR-12-2018 |
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| Local Affine Approximations for Improving Knowledge Transfer, and , Idiap-Com-01-2018 |
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| WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection, , , , , , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 5030-5039, 2018 |
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| Knowledge Transfer with Jacobian Matching, and , Idiap-RR-04-2018 |
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