All publications
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2021
| 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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| Variational Information Bottleneck for Effective Low-Resource Fine-Tuning, , and , in: ICLR, 2021 |
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| Unequivocal cardiac phase sorting from alternating ramp- and pulse-illuminated microscopy image sequences, , , , and , in: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pages 868-872, 2021 |
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| Contactless Sleep Monitoring for Early Detection of Health Deteriorations in Community-Dwelling Older Adults: Exploratory Study, , , , , , , , , and , in: JMIR Mhealth Uhealth, 9(6), 2021 |
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| Declarative Variables in Online Dating: A Mixed-Method Analysis of a Mimetic-Distinctive Mechanism, , and , in: Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1), 2021 |
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| Identification of F1 and F2 in speech using modified zero frequency filtering, and , in: Proceedings of Interspeech, 2021 |
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| On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease, , , , and , in: Proceedings of Interspeech, 2021 |
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| ROXANNE Research Platform: Automate criminal investigations, , , , , and , in: Interspeech Show and Tell 2021, 2021 |
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| Phoneme based Respiratory Analysis of Read Speech, , , and , in: Proceedings of European Signal Processing Conference (EUSIPCO), 2021 |
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| Multi-task Neural Network for Robust Multiple Speaker Embedding Extraction, , and , in: Proceedings of Interspeech 2021, 2021 |
| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , Idiap-RR-19-2021 |
| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , Idiap-RR-09-2021 |
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| Robust Command Recognition for Lithuanian Air Traffic Control Tower Utterances, , , , , , , and , in: Interspeech, 2021 |
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| Speech Activity Detection Based on Multilingual Speech Recognition System, , and , in: Interspeech, 2021 |
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| Supporting Context Monotonicity Abstractions in Neural NLI Models, , , , and , in: Natural Logic Meets Machine Learning Workshop, 2021 |
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| On the use of automatically generated synthetic image datasets for benchmarking face recognition, , and , in: International Joint Conference on Biometrics (IJCB 2021), 2021 |
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| Does My Representation Capture X? Probe-Ably, , , , and , in: 59th Annual Meeting of the Association for Computational Linguistics (Demonstration track), 2021 |
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| Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards, , and , in: 14th International Conference on Computational Semantics, 2021 |
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| Switching Contexts: Transportability Measures for NLP, , , and , in: 14th International Conference on Computational Semantics, 2021 |
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| Encoding Explanatory Knowledge for Zero-shot Science Question Answering, , , and , in: 14th International Conference on Computational Semantics, 2021 |
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| Unification-based Reconstruction of Multi-hop Explanations for Science Questions, , and , in: 16th conference of the European Chapter of the Association for Computational Linguistics, 2021 |
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| Explainable Inference Over Grounding-Abstract Chains for Science Questions, , and , in: 59th Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2021 |
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| Intrinsically-Motivated Robot Learning of Bayesian Probabilistic Movement Primitives, and , in: ICRA workshop: "Towards Curious Robots: Modern Approaches for Intrinsically-Motivated Intelligent Behavior", 2021 |
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| On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing, and , in: International Joint Conference on Biometrics (IJCB 2021), 2021 |
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| Supervised Speech Representation Learning for Parkinson's Disease Classification, and , Idiap-RR-08-2021 |
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| BertOdia: BERT pre-training for low resource Odia language, , , , , and , Idiap-RR-16-2021 |
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| NLPHut’s Participation at WAT2021, , , , , , , and , Idiap-RR-10-2021 |
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| Locally Private Graph Neural Networks, and , in: ACM Conference on Computer and Communications Security (CCS), 2021 |
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| The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations, , , , , , , and , in: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, pages 11, ACM, 2021 |
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| Ten seconds of my nights: exploring methods to measure brightness, loudness and attendance and their associations with alcohol use from video clips, , , , , and , in: PLOS ONE, 2021 |
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| Towards Protecting and Enhancing Vascular Biometric Recognition methods via Biohashing and Deep Neural Networks, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
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| Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition, and , in: Proceedings of the 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Toronto, Canada, 2021 |
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| Subjective and objective evaluation of deepfake videos, and , in: The international Conference on Acoustics, Speech, and Signal Processing, 2021 |
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| Visual Focus of Attention Estimation in 3D Scene with an Arbitrary Number of Targets, and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pages 9, IEEE, 2021 |
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| Designing and assessing solar energy neighborhoods from visual impact, , , , , and , in: Sustainable Cities and Society, 2021 |
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| Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings, , , , and , in: Neural Networks, 141:211--224, 2021 |
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| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , Idiap-RR-07-2021 |
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| Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling, and , in: Arxiv, 2021 |
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| Optics Versus Computation: Influence of Illumination and Reconstruction Model Accuracy in Focal-Plane-Scanning Optical Projection Tomography, and , in: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, pages 567-570, IEEE, 2021 |
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| Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems, , , , , , and , Idiap-RR-14-2021 |
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| Explainable Phonology-based Approach for Sign Language Recognition and Assessment, , Ecole Polytechnique Fédérale de Lausanne, 2021 |
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| Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:1303-1317, 2021 |
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| Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model, , and , Idiap-RR-04-2021 |
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| Semantic Behavior Analysis of COVID-19 Patients: A Collaborative Framework, , , and , in: Machine Learning for Healthcare Applications, John Wiley & Sons, Inc. USA and Scrivener Publishing LLC, USA, 2021 |
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