All publications
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2019
| 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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| Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing, , and , in: International Conference on Biometrics 2019, IEEE, 2019 |
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| Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network, , , , , and , in: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019 |
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| Processing Megapixel Images with Deep Attention-Sampling Models, and , Idiap-RR-07-2019 |
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| A solar-based sustainable urban design: The effects of city-scale street-canyon geometry on solar access in Geneva, Switzerland, , , , , and , in: Applied Energy, 240:173-190, 2019 |
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| Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, , and , in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019 |
| Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, , and , Idiap-RR-03-2019 |
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| Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection, and , in: International Conference on Biometrics, 2019 |
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| Multimodal Person Recognition in Audio-Visual Streams, , EPFL, 2019 |
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| Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection, , , , , , and , in: Proceedings of 7th IAPR/IEEE International Workshop on Biometrics and Forensics, 2019 |
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| AN INVESTIGATION OF MULTILINGUAL ASR USING END-TO-END LF-MMI, , and , in: International Conference on Acoustics, Speech and Signal Processing, 2019 |
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| A Deep Learning Approach for Robust Head Pose Independent Eye Movements Recognition from Videos, , and , in: 2019 ACM Symposium on Eye Tracking Research and Applications, pages 5, ACM, 2019 |
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| Conditions for the finiteness of the moments of the volume of level sets, , , and , in: Electronic Communications in Probability, 24(17), 2019 |
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| Contaminant source localization via Bayesian global optimization, , , and , in: Hydrology and Earth System Sciences, 23:351-369, 2019 |
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| On the choice of the low-dimensional domain for global optimization via random embeddings, , and , in: Journal of Global Optimization, 2019 |
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| PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT BASED ON THE SHORT-TIME OBJECTIVE INTELLIGIBILITY MEASURE, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pages 6405--6409, 2019 |
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| ANALYZING UNCERTAINTIES IN SPEECH RECOGNITION USING DROPOUT, , , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, United Kingdom, pages 770-774, 2019 |
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| SPOKEN LANGUAGE IDENTIFICATION USING LANGUAGE BOTTLENECK FEATURES, , , , , and , Idiap-RR-08-2019 |
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| EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, and , in: Proceedings of 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2019 |
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| A Learning-Based Framework for Quantized Compressed Sensing, , and , in: A Learning-Based Framework for Quantized Compressed Sensing, 2019 |
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| End-to-End Acoustic Modeling using Convolutional Neural Networks for HMM-based Automatic Speech Recognition, , and , in: Speech Communication, 108:15--32, 2019 |
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| Improving Children Speech Recognition through Feature Learning from Raw Speech Signal, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| Learning voice source related information for depression detection, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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