All publications
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2019
| Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation, , and , in: WNGT EMNLP, 2019 |
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| Vulnerability of Face Recognition to Deep Morphing, and , in: International Conference on Biometrics for Borders, 2019 |
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| Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features, , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science:11, 2019 |
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| Idiap Abstract Text Summarization System for German Text Summarization Task, and , in: Proceedings of the 4th edition of the Swiss Text Analytics Conference, 2019 |
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| Multilingual Bottleneck Features for Query by Example Spoken Term Detection, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2019 |
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| Understanding Raw Waveform based CNN through Low-rank Spectro-Temporal Decoupling, , and , Idiap-RR-11-2019 |
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| Subunits Inference and Lexicon Development Based on Pairwise Comparison of Utterances and Signs, and , in: Information, 10:298, 2019 |
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| A BAYESIAN APPROACH TO INTER-TASK FUSION FOR SPEAKER RECOGNITION, , and , in: In Proceedings of ICASSP 2019, Brighton, ENGLAND, pages 5786-5790, 2019 |
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| Super-gaussianity of Speech Spectral Coefficients as a Potential Biomarker for Dysarthric Speech Detection, and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2019 |
| Joint acoustic localization and dereverberation through plane wave decomposition and sparse regularization, , , , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27(12):1893-1905, 2019 |
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| Domain Adaptation and Investigation of Robustness of DNN-based Embeddings for Text-Independent Speaker Verification Using Dilated Residual Networks, , and , Idiap-RR-10-2019 |
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| Learning from demonstration with model-based Gaussian process, , and , in: Conference on Robot Learning, 2019 |
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| Bayesian Optimization Meets Riemannian Manifolds in Robot Learning, , , and , in: Conference on Robot Learning, 2019 |
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| Full-Gradient Representation for Neural Network Visualization, and , in: Advances in Neural Information Processing Systems, 2019 |
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| Multispectral Deep Embeddings As a Countermeasure To Custom Silicone Mask Presentation Attacks, , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2019 |
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| Abstract Text Summarization: A Low Resource Challenge, and , in: In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2019), HongKong, China, pages 5, Association for Computational Linguistics (ACL), 2019 |
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| My Own Private Nightlife: Understanding Youth Personal Spaces from Crowdsourced Video, , and , in: Proc. ACM Hum.-Comput. Interact, 3(189), 2019 |
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| Social Multimedia, Diversity, and Global South Cities: A Double Blind Side, , , and , in: Proc. ACM Workshop on Fairness, Accountability, and Transparency in Multimedia (FAT/MM), Nice, 2019 |
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| A Comprehensive Experimental and Reproducible Study on Selfie Biometrics in Multistream and Heterogeneous Settings, , and , in: IEEE Transactions on Biometrics, Behavior and Identity Science, 2019 |
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| A Comprehensive Experimental and Reproducible Study on Selfie Biometrics in Multistream and Heterogeneous Settings, , and , Idiap-RR-09-2019 |
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| Discovering Eating Routines in Context with a Smartphone App, , , and , in: Ubicomp/Iswc'19 Adjunct: Proceedings Of The 2019 Acm International Joint Conference On Pervasive And Ubiquitous Computing And Proceedings Of The 2019 Acm International Symposium On Wearable Computers, London, pages 422-429, 2019 |
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| Validity of pervasive computing based continuous physical activity assessment in community-dwelling old and oldest-old, , , , , , , , , , , and , in: Scientific Reports, 9(9662), 2019 |
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| Temporal Super-Resolution Microscopy Using a Hue-Encoded Shutter, , , and , in: Optical Society of America Biomedical Optics Express, 10(09):4727-4741, 2019 |
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| Generalized temporal sampling with active illumination in optical microscopy, and , in: Proceeding of the SPIE Conference Optics and Photonics, Wavelets and Sparsity XVIII, SPIE, San Diego, California, United States, SPIE, 2019 |
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| Open-Vocabulary Keyword Spotting With Audio And Text Embeddings, , , and , in: Proceedings of Interspeech 2019, 2019 |
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| Processing Megapixel Images with Deep Attention-Sampling Models, and , in: Proceedings of International Conference on Machine Learning, 2019 |
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| The Speed Submission to DIHARD II: Contributions & Lessons Learned, , , , , , , , , , , , , and , Idiap-RR-14-2019 |
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| Tampered Speaker Inconsistency Detection with Phonetically Aware Audio-visual Features, , , , , , , and , in: International Conference on Machine Learning, 2019 |
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| Vulnerability assessment and detection of Deepfake videos, and , in: IAPR International Conference on Biometrics, 2019 |
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| Reconstruction of image sequences from ungated and scanning-aberrated laser scanning microscopy images of the beating heart, , , and , Idiap-RR-18-2019 |
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| Virtual High-Framerate Microscopy of the Beating Heart via Sorting of Still Images, , , , and , in: 2019 IEEE 16th International Symposium on Biomedical Imaging, pages 312--315, 2019 |
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| Understanding and Visualizing Raw Waveform-based CNNs, , , and , in: Proceedings of Interspeech, 2019 |
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| CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model, , and , in: International Conference on Learning Representations, New Orleans, Louisiana, USA, 2019 |
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| Automated Daylighting Control System based on Sky Luminance Monitoring and Lighting Computing, , and , EPFL, 2019 |
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| Spoken language identification using language bottleneck features, , , , , and , in: Proceedings of TSD, 2019 |
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| The contexts of heavy drinking: A systematic review of the combinations of context-related factors associated with heavy drinking occasions, , , , and , in: PLOS ONE, 14(7):29, 2019 |
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| Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition, , , and , in: Proc. of Interspeech 2019, 2019 |
| Estimating The Degree of Sleepiness by Integrating Articulatory Feature Knowledge In Raw Waveform Based CNNs, , and , Idiap-RR-06-2020 |
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| An End-to-end Network to Synthesize Intonation Using a Generalized Command Response Model, , , , and , in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, pages 7040-7044, IEEE, 2019 |
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| Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility, , and , in: Proceedings of Interspeech, Graz, Austria, pages 3038--3042, 2019 |
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| Unbiased semi-supervised LF-MMI training using dropout, , , and , in: Proceedings of Interspeech 2019, 2019 |
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| Split-pane electrochromic window control based on an embedded photometric device with real-time daylighting computing, , , , and , in: Building and Environment, 2019 |
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| Using Speech Production Knowledge for Raw Waveform Modelling based Styrian Dialect Identification, and , in: Proceedings of Interspeech, 2019 |
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| BookTubing Across Regions: Examining Differences based on Nonverbal and Verbal Cues, , and , in: Proc. ACM Int. Conf. on Interactive Experiences for Television and Online Video (TVX), Salford, ENGLAND, 2019 |
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| Automated Eye-sight Venetian blinds based on an embedded photometric device with real-time daylighting computing, , and , in: Applied Energy, 252, 2019 |
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| Drinks & Crowds: Characterizing Alcohol Consumption through Crowdsensing and Social Media, , and , in: Journal and Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT '19), 2019 |
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| #Drink Or #Drunk: Multimodal Signals and Drinking Practices on Instagram, , and , in: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, Trento, Italy, 2019 |
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| Deep Residual Output Layers for Neural Language Generation, and , in: Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 |
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| The Role of Sex and Age on Pre-drinking: An Exploratory International Comparison of 27 Countries, , , , and , in: Alcohol and Alcoholism, 54(4):378–385, 2019 |
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| Learning How To Recognize Faces in Heterogeneous Environments, , Ecole Polytechnique Federale de Lausanne, 2019 |
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