All publications
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2021
| FAIR Metadata Standards for Low Carbon Energy Research—A Review of Practices and How to Advance, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Energies, 14(20), 2021 |
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| Application of Urban Scale Energy Modelling and Multi-Objective Optimization Techniques for Building Energy Renovation at District Scale, , , and , in: Sustainability, 13(20), 2021 |
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| BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications, , , , , , and , Idiap-RR-15-2021 |
| Test time Adaptation through Perturbation Robustness, and , Idiap-RR-17-2021 |
| District heating network modelling for future integration of solar thermal energy, , , and , in: Journal of Physics: Conference Series, pages 012089, IOP Publishing, 2021 |
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| An Evaluation Benchmark for Automatic Speech Recognition of German-English Code-Switching, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2021 |
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| Learning to Translate Low-Resourced Swiss German Dialectal Speech into Standard German Text, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, Colombia, Cartagena, IEEE, 2021 |
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| Novel Methods for Incorporating Prior Knowledge for Automatic Speech Assessment, , École polytechnique fédérale de Lausanne (EPFL), 2021 |
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| Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers, , and , in: International Conference in Computer Vision - Workshops, 2021 |
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| Classifier Implementation for Spontaneous EEG Activity during Schizophrenic Psychosis, , , , and , in: Computacion y Sistemas (CyS), 25(3), 2021 |
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| Fusion of Acoustic and Linguistic Information Using Supervised Autoencoder for Improved Emotion Recognition, , and , in: 2nd Multimodal Sentiment Analysis Challenge (MuSe '21), October 24, 2021, Virtual Event, China, 2021 |
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| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , in: Proceedings of the 2021 International Conference on Multimodal Interaction, ACM, 2021 |
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| Development of a lung segmentation algorithm for analog imaged chest X-Ray: preliminary results, , , , and , in: XV Brazilian Congress on Computational Intelligence, Joinville, Brazil, 2021 |
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| Vein Enhancement with Deep Auto-Encoders to improve Finger Vein Recognition, , and , in: Biometrics Special Interest Group (BIOSIG 2021), 2021 |
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| Probabilistic Iterative LQR for Short Time Horizon MPC, and , in: International Conference on Intelligent Robots and Systems, pages 579-585, 2021 |
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| Temporal envelope and fine structure cues for dysarthric speech detection using convolutional neural networks, , in: IEEE Signal Processing Letters, 2021 |
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| Multimodal Neural Machine Translation System for English to Bengali, , , , , , and , Idiap-RR-13-2021 |
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| Multi-channel Face Presentation Attack Detection Using Deep Learning, and , in: Deep Learning-Based Face Analytics, Springer International Publishing, 2021 |
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| Improving Generalization of Deepfake Detection by Training for Attribution, , and , in: International Workshop on Multimedia Signal Processing, 2021 |
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| Deep Learning Approaches for Auditory Perception in Robotics, , École polytechnique fédérale de Lausanne, 2021 |
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| Adjustable Deterministic Pseudonymization of Speech, , and , Idiap-RR-12-2021 |
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| Towards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings, , , and , Idiap-RR-11-2021 |
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| Modeling and Inferring Attention between Humans or for Human-Robot Interactions, , Ecole Polytechnique Federale de Lausanne, 2021 |
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| Supervised Speech Representation Learning for Parkinson's Disease Classification, and , in: ITG Conference on Speech Communication, 2021 |
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| Overview of the 8th Workshop on Asian Translation, , , , , , , , , , , , , , , and , in: Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 1--45, Association for Computational Linguistics, 2021 |
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| NLPHut's Participation at WAT2021, , , , , , , and , in: Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 146--154, Association for Computational Linguistics, 2021 |
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| Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , in: Cognitive Computation:18, 2021 |
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| Active tuberculosis detection from frontal chest X-ray images, , Idiap-Com-01-2021 |
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| Modeling Dialectal Variation for Swiss German Automatic Speech Recognition, , and , in: Proceedings of Interspeech, 2021 |
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| Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR, , , , , , and , Idiap-RR-22-2021 |
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| LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2021 |
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| Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model, , and , in: Proceedings of Interspeech, 2021 |
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| Examining the Social Context of Alcohol Drinking in Young Adults with Smartphone Sensing, , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(3):26, 2021 |
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| Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability, and , in: International Conference on Learning Representations, 2021 |
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| Improving callsign recognition with air-surveillance data in air-traffic communication, , , and , Idiap-RR-20-2021 |
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| An Efficient Image-to-Image Translation HourGlass-based Architecture for Object Pushing Policy Learning, , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021 |
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| Face Liveness Detection Competition (LivDet-Face) - 2021, , , , , , , , , and , in: International Joint Conference on Biometrics, 2021 |
| PROMPT: Probabilistic Motion Primitives based Trajectory Planning, , , and , in: Proceedings of Robotics: Science and Systems, 2021 |
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| AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Toronto, Canada, pages 7328–7332, 2021 |
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| Multi-task Single Channel Speech Enhancement Using Speech Presence Probability As A Secondary Task Training Target, , and , in: European Signal Processing Conference, EUSIPCO 2021, 2021 |
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| An Objective Evaluation Framework for Pathological Speech Synthesis, , , , , and , in: Proceedings of ITG Conference on Speech Communication, 2021 |
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| Improving Emotional TTS with an Emotion Intensity Input from Unsupervised Extraction, and , in: 11th ISCA Speech Synthesis Workshop, 2021 |
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| Boosting of contextual information in ASR for air-traffic call-sign recognition, , , , , , , and , in: Interspeech 2021, 2021 |
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| Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems, , , , , , and , in: Interspeech 2021, 2021 |
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| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , in: Proceedings of Interspeech 2021, ISCA-International Speech Communication Association 2021, 2021 |
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| A machine-learning model for the prediction of aggregated building heating demand from pan-European land-use maps, , and , in: Journal of Physics: Conference Series, 2021 |
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| Multitask adaptation with Lattice-Free MMI for multi-genre speech recognition of low resource languages, , and , in: Proceedings of Interspeech 2021, 2021 |
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| Handling acoustic variation in dysarthric speech recognition systems through model combination, and , in: Proceedings of Interspeech, 2021 |
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| Trust indicators and explainable AI: A study on user perceptions, , , , , , and , in: Proc. Int. Conf. on Human-Computer Interaction, Bari, Italy, 2021 |
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| Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks, , , and , in: ACL, 2021 |
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