All publications
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2018
| 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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| SGAN: An Alternative Training of Generative Adversarial Networks, and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 9407-9415, IEEE, 2018 |
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| Implémentation d'un algorithme de réduction de taille des réseaux de neurones, , Idiap-RR-03-2018 |
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| Sequential Design of Computer Experiments, , in: Wiley StatsRef: Statistics Reference Online, Wiley, 2018 |
| Analysis of eigenvalue decomposition-based late reverberation power spectral density estimation, and , in: IEEE Transaction on Acoustics, Speech and Language Processing, 26(6):1106-1118, 2018 |
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| Complexity reduction of eigenvalue decomposition-based diffuse power spectral density estimators using the power method, , and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 451-455, 2018 |
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| Joint late reverberation and noise power spectral density estimation in a spatially homogeneous noise field, and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 441-445, 2018 |
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| Self-Attentive Residual Decoder for Neural Machine Translation, , , and , in: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018 |
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| Improving the control of prosthetic hands with tactile sensing, and , in: Micro & Nano Magazine, Micronarc:42-43, 2018 |
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| Learning embeddings: efficient algorithms and applications, , École Polytechnique Fédérale de Lausanne, 2018 |
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| Novel Algorithms for Clustering, , École polytechnique fédérale de Lausanne, 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 , Idiap-RR-07-2018 |
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| Deep Neural Networks for Multiple Speaker Detection and Localization, , and , in: 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, AUSTRALIA, pages 74-79, 2018 |
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| Towards directly modeling raw speech signal for speaker verification using CNNs, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, CANADA, pages 4884-4888, 2018 |
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| NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL, and , in: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2018 |
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| Generative Models for Learning Robot Manipulation Skills from Humans, , Ecole Polytechnique Federale de Lausanne, 2018 |
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| DrinkSense: Characterizing Youth Drinking Behavior using Smartphones, , , , , and , in: IEEE Transactions on Mobile Computing, 2018 |
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| A Poisson regression approach to model monthly hail occurrence in Northern Switzerland using large-scale environmental variables, , and , in: Atmospheric Research, 203:261-274, 2018 |
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| SMILE Swiss German Sign Language Dataset, , , , , , , , , , , and , in: Language Resources and Evaluation Conference, 2018 |
| On Effectiveness of Anomaly Detection Approaches against Unseen Presentation Attacks in Face Anti-Spoofing, , , and , in: The 11th IAPR International Conference on Biometrics (ICB 2018), 2018 |
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| On the Use of Convolutional Neural Networks for Speech Presentation Attack Detection, , , , and , in: International Conference on Identity, Security and Behavior Analysis, 2018 |
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| Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter, , , , , , , and , in: Advances in Space Research, 2018 |
| Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models, , and , in: Speech Communication, 96:168-183, 2018 |
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| DNN based speaker embedding using content information for text-dependent speaker verification, , , and , Idiap-RR-06-2018 |
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| Intonation modelling using a muscle model and perceptually weighted matching pursuit, , , and , in: Speech Communication, 2018 |
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| Check Out This Place: Inferring Ambiance from Airbnb Photos, , , and , in: IEEE transactions on Multimedia, 20(6):1499-1511, 2018 |
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| Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model, , and , Idiap-RR-01-2018 |
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| Robot Learning with Task-Parameterized Generative Models, , in: Robotics Research, pages 111-126, Springer, 2018 |
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| Deep Neural Networks for Multiple Speaker Detection and Localization, , and , Idiap-RR-02-2018 |
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| Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation, and , in: Journal of Computational and Graphical Statistics, 27(2):255-267, 2018 |
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