All publications
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2020
| CNN Patch Pooling for Detecting 3D Mask Presentation Attacks in NIR, and , Idiap-RR-10-2020 |
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| Neural Network based End-to-End Query by Example Spoken Term Detection, , and , in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2020 |
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| pyannote.audio: neural building blocks for speaker diarization, , , , , , , , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2020 |
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| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , Idiap-RR-11-2020 |
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| Spatially-Variant CNN-Based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy, and , in: IEEE Transactions on Image Processing, 29:5848 - 5861, 2020 |
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| Understanding Heavy Drinking at Night through Smartphone Sensing and Active Human Engagement, , , and , in: Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020 |
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| INCREMENTAL SEMI-SUPERVISED LEARNING FOR MULTI-GENRE SPEECH RECOGNITION, , , , , and , in: Proceedings of ICASSP 2020, 2020 |
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| Competitive Neural Layer-based Method to Identify People with High Risk for Diabetic Foot, , , , , and , in: Computers in Biology and Medicine, 120, 2020 |
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| ManiGaze: a Dataset for Evaluating Remote Gaze Estimator in Object Manipulation Situations, , and , in: Symposium on Eye Tracking Research and Applications, Stuttgart, Germany, pages 5, ACM, 2020 |
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| Epileptic seizure detection: a comparative study between deep and traditional machine learning techniques, , , , and , in: Journal of Integrative Neuroscience, 19(1):1-9, 2020 |
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| Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, and , in: Transactions of the Association for Computational Linguistics(under submission), 2020 |
| Trustworthy Face Recognition: Improving Generalization of Deep Face Presentation Attack Detection, , École polytechnique fédérale de Lausanne, 2020 |
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| Variational Inference with Mixture Model Approximation for Applications in Robotics, , and , in: International Conference on Robotics and Automation, 2020 |
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| Gaussians on Riemannian Manifolds for Robot Learning and Adaptive Control, , in: IEEE Robotics and Automation Magazine (RAM), 2020 |
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| IMPROVING CROSS-DATASET PERFORMANCE OF FACE PRESENTATION ATTACK DETECTION SYSTEMS USING FACE RECOGNITION DATASETS, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, IEEE, 2020 |
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| DOMAIN ADAPTATION FOR GENERALIZATION OF FACE PRESENTATION ATTACK DETECTION IN MOBILE SETTINGS WITH MINIMAL INFORMATION, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, IEEE, 2020 |
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| Memory of Motion for Warm-starting Trajectory Optimization, , , and , in: IEEE Robotics and Automation Letters, 5(2):2594-2601, 2020 |
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| A memory of motion for visual predictive control tasks, , and , in: International Conference on Robotics and Automation, 2020 |
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| Learning How to Walk: Warm-starting Optimal Control Solver with Memory of Motion, , , , and , in: International Conference on Robotics and Automation, 2020 |
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| Towards Multilingual Sign Language Recognition, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 |
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| Detection of S1 and S2 locations in phonocardiogram signals using zero frequency filter, , , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 |
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| SYNTHETIC SPEECH REFERENCES FOR AUTOMATIC PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT, , and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020 |
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| Estimating The Degree of Sleepiness by Integrating Articulatory Feature Knowledge In Raw Waveform Based CNNs, , and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020 |
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| Dysarthric Speech Recognition with Lattice-Free MMI, and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 6109-6113, 2020 |
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| Youth nightlife at home: towards a feminist conceptualisation of home, , , , , , and , in: Children's Geographies, 2020 |
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| Plucking Motions for Tea Harvesting Robots Using Probabilistic Movement Primitives, , , and , in: IEEE International Conference on Robotics and Automation, 2020 |
| Extractive Odia Text Summarization System: An OCR based Approach, , Idiap-RR-02-2020 |
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| Reconstruction of image sequences from ungated and scanning-aberrated laser scanning microscopy images of the beating heart, , , and , in: IEEE Transactions on Computational Imaging, 6:385--395, 2020 |
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| OdiEnCorp 2.0: Odia-English Parallel Corpus for Machine Translation, , , , , and , Idiap-RR-08-2020 |
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| A Survey on Policy Search Algorithms for Learning Robot Controllers in a Handful of Trials, , , , and , in: IEEE Trans. on Robotics, 32(2):328-347, 2020 |
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| Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation, , , and , in: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 30(11):4207-4221, 2020 |
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| Multi-scale sequential network for semantic text segmentation and localization, , and , in: Pattern Recognition Letters, 129:63-69, 2020 |
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| Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector, and , Idiap-RR-12-2020 |
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| DeepFocus: a Few-shot Microscope Slide Auto-Focus using a Sample Invariant CNN-based Sharpness Function, and , in: International Symposium on Biomedical Imaging, 2020 |
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| AM-FM DECOMPOSITION OF SPEECH SIGNAL: APPLICATIONS FOR SPEECH PRIVACY AND DIAGNOSIS, , , , and , Idiap-RR-01-2020 |
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| Idiap NMT System for WAT 2019 Multimodal Translation Task, and , Idiap-RR-04-2020 |
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| Learning One Class Representations for Presentation Attack Detection using Multi-channel Convolutional Neural Networks, and , Idiap-RR-15-2020 |
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| German News Article Classification : A Multichannel CNN Approach, , and , Idiap-RR-09-2020 |
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| Idiap Abstract Text Summarization System for German Text Summarization Task, and , Idiap-RR-03-2020 |
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| The emotional entanglements of smartphones in the field: On emotional discomfort, power relations, and research ethics, , , , , and , in: Area, 52(1), 2020 |
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| Capturing drinking and nightlife behaviours and their social and physical context with a smartphone application - investigation of users' experience and reactivity, , , , , , , and , in: Addiction Research and Theory, 28(1):62-75, 2020 |
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| A BAYESIAN APPROACH TO INTER-TASK FUSION FOR SPEAKER RECOGNITION, , and , Idiap-RR-07-2020 |
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| Language model domain adaptation for automatic speech recognition, , and , Idiap-RR-05-2020 |
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| Face Recognition Systems Under Spoofing Attacks, , , and , Idiap-RR-18-2020 |
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2019
| End-to-End Accented Speech Recognition, , and , in: International Conference on Speech and Language Processing, Interspeech, ISCA, Graz, Austria, pages 2140-2144, 2019 |
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| Understanding the performance gap: a machine learning approach on residential buildings in Turin, Italy, , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| Sparse and Low-rank Modeling for Automatic Speech Recognition, , EPFL, 2019 |
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| Trustworthy speaker recognition with minimal prior knowledge using neural networks, , Ecole polytechnique fédérale de Lausanne (EPFL), 2019 |
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| Learning Trajectory Distributions for Assisted Teleoperation and Path Planning, , , , , , and , in: Frontiers in Robotics and AI, 6:89, 2019 |
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| AM-FM DECOMPOSITION OF SPEECH SIGNAL: APPLICATIONS FOR SPEECH PRIVACY AND DIAGNOSIS, , , , and , in: 11th International workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, Universita Degli Studi Firenze, Firenze, Italy, 2019 |
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