All publications
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2020
| 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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| INCREMENTAL TRANSFER LEARNING IN TWO-PASS INFORMATION BOTTLENECK BASED SPEAKER DIARIZATION SYSTEM FOR MEETINGS, , , and , in: Proceedings of ICASSP 2019, pages 6291-6295, 2019 |
| Implicit discourse relation classification with syntax-aware contextualized word representations, , , and , in: Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference, 2019 |
| SATokE: How can Syntax-Aware Contextualized Word Representations Benefit Implicit Discourse Relation Classification?, , , and , in: Ptroc. 2019 Conference sur l'Apprentissage automatique, 2019 |
| Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings, , and , in: Proc. 2019 Conference on Empirical Methods in Natural Language Processing, 2019 |
| Joint estimation of RETF vector and power spectral densities for speech enhancement based on alternating least squares, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, pages 795--799, 2019 |
| Learning Entailment-Based Sentence Embeddings from Natural Language Inference, , and , Idiap-RR-20-2019 |
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| Learning an event sequence embedding for event-based deep stereo, , , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2019 |
| Reducing Noise in GAN Training with Variance Reduced Extragradient, , , and , in: Proceedings of the international conference on Neural Information Processing Systems, 2019 |
| Uncertainty-aware imitation learning using kernelized movement primitives, , , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019 |
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| On the Tunability of Optimizers in Deep Learning, , , , and , Idiap-RR-19-2019 |
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| Reinforcement learning of trajectory distributions: Applications in assisted teleoperation and motion planning, , , , , and , in: IEEE International Conference on Intelligent Robots and Systems, 2019 |
| SCALAR: Simultaneous Calibration of 2-D Laser and Robot Kinematic Parameters Using Planarity and Distance Constraints, , and , in: IEEE Transactions on Automation Science and Engineering, 16(4):1971-1979, 2019 |
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| Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task, , and , in: Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER), Hong Kong, pages 27-33, Association for Computational Linguistics, 2019 |
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| Adaptive Design of Experiments for Conservative Estimation of Excursion Sets, , , , and , in: Technometrics, 2019 |
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| Cross-lingual Automatic Speech Recognition Exploiting Articulatory Features, , , , , and , in: Proceedings of APSIPA ASC 2019, 2019 |
| Self-attention for Speech Emotion Recognition, , and , in: Proc. Interspeech 2019, 2019 |
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| Neural VTLN for Speaker Adaptation in TTS, and , in: Proc. 10th ISCA Speech Synthesis Workshop, ISCA, Vienna, Austria, pages 6, 2019 |
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| Towards Measuring the Amount of Discriminatory Information in Finger Vein Biometric Characteristics Using a Relative Entropy Estimator, , , , and , in: Handbook of Vascular Biometrics, pages 507-525, Springer Open, 2019 |
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| On the Recognition Performance of BioHash-Protected Finger Vein Templates, and , in: Handbook of Vascular Biometrics, pages 465-480, Springer Open, 2019 |
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| Building energy models with Morphological urban-scale parameters: a case study in Turin, , , , , and , in: Proceedings of 4th Building Simulation Applications Conference - BSA 2019, 2019 |
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| The Simulation of Mean Radiant Temperature in Outdoor Conditions: A Review of Architectural Tools Calculation Assumptions, , , and , in: Proceedings of Building Simulation 2019: 16th Conference of IBPSA, 2019 |
| Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series, , in: Mixture Models and Applications, pages 39-57, Springer, 2019 |
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| Interactive Generation of Calligraphic Trajectories from Gaussian Mixtures, , and , in: Mixture Models and Applications, pages 23-38, Springer, 2019 |
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| Improving dual-arm assembly by master-slave compliance, , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation, pages 8676-8682, 2019 |
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| Bayesian Gaussian mixture model for robotic policy imitation, and , in: IEEE Robotics and Automation Letters, 4(4):4452 - 4458, 2019 |
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| Daylighting simulation for external Venetian blinds based on HDR sky luminance monitoring with matrix algebraic approach, , and , in: Energy Procedia, 158:2677-2682, 2019 |
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| Performance assessment of the BTDF data compression based on wavelet transforms in daylighting simulation, , and , in: Solar Energy, 2019 |
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| CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement Learning, , , and , in: Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, New-York, USA, pages 356-357, ACM, 2019 |
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| Idiap submission to the NIST SRE 2018 Speaker Recognition Evaluation, , , and , Idiap-RR-17-2019 |
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| SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage, , , , , , , , , , , and , in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations. 2019, pages 19-24, 2019 |
| TOWARDS MULTILINGUAL SIGN LANGUAGE RECOGNITION, , and , Idiap-RR-16-2019 |
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| Retrofitting, district heating and energy storage: neighborhood energy planning, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| A smart luminaire in an office environment: impact on light distribution, user interactions and comfort, , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| Multi-agent reinforcement learning for adaptive demand response in smart cities, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| Daylight regulated by automated external Venetian blinds based on HDR sky luminance mapping in winter, , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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