All publications sorted by journal and type
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International Conference on Acoustics, Speech and Signal Processing (2024)
| COMPARING DATA-DRIVEN AND HANDCRAFTED FEATURES FOR DIMENSIONAL EMOTION RECOGNITION, , and , in: International Conference on Acoustics, Speech and Signal Processing, 2024 |
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ICASSP'08 (2008)
| Hierarchical Integration of Phonetic and Lexical Knowledge in Phone Posterior Estimation, and , in: ICASSP'08, 2008 |
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ICSLP'08 (2008)
| In-Context Phone Posteriors as Complementary Features for Tandem ASR, and , in: ICSLP'08, 2008 |
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63rd Annual Meeting of the Association for Computational Linguistics (2025)
| Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs, , , and , in: 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, pages 693–705, Association for Computational Linguistics, 2025 |
[DOI] [URL] |
2004
| An Online Audio Indexing System, , and , 2004 |
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Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023)
| ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023 |
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2004
| LP-TRAP: Linear predictive temporal patterns, , and , 2004 |
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International Joint Conference on Biometrics 2011 (2011)
| Counter-Measures to Photo Attacks in Face Recognition: a public database and a baseline, and , in: International Joint Conference on Biometrics 2011, 2011 |
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International Conference on Speech and Language Processing, Interspeech (2010)
| Audio–Visual Synchronisation for Speaker Diarisation, , and , in: International Conference on Speech and Language Processing, Interspeech, Makuhari, Japan, 2010 |
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Proceedings of Interspeech (2025)
| Speech power spectra: a window into neural oscillations in Parkinson’s disease, and , in: Proceedings of Interspeech, 2025 |
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Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability (2023)
| Document-level Text Simplification with Coherence Evaluation, , , and , in: Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability, 2023 |
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2004
Publications of type Mastersthesis
1995
| Optimisation de réseaux de neurones, , {EPFL}, Lausanne, Switzerland, 1995 |
Publications of type Phdthesis
2026
| Advancing Neural Representations for Paralinguistic Analysis: From Speech Emotion to Parkinson’s Disease Assessment, , EPFL, 2026 |
[DOI] [URL] |
| CONTEXTUALISATION OF AUTOMATIC SPEECH RECOGNITION AND RELATED APPLICATIONS, , University of Zurich, Faculty of Arts, 2026 |
[DOI] [URL] |
2025
| Advancing Phonology-Based Sign Language Assessment: From Learner to Machine-Generated Videos, , Ecole polytechnique fédérale de Lausanne (EPFL), 2025 |
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| Efficient Adaptation for Speech Technology, , EPFL, 2025 |
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| Face morphing attacks in the era of deepfakes: risks, detection & source attribution, , Université de Lausanne, 2025 |
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| Nonparametric Variational Information Bottleneck: Attention-based Architectures as Latent Variable Models, , EPFL, 2025 |
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| Robot Manipulation with Geometric Algebra: A Unified Geometric Framework for Control and Optimization, , EDEE, 2025 |
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| Text-Graph Encoders and Retrieval-Augmented Generation, , EPFL, 2025 |
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| Towards Integrated Processing of Physiological Signals and Speech, , Ecole polytechnique fédérale de Lausanne (EPFL), 2025 |
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| Transferability of Learnt Speech Representations for Decoding Non-Human Vocal Communication, , Ecole Polytechnique Fédérale de Lausanne, 2025 |
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2024
| A Stochastic Approach to Contact-rich Manipulation, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Biologically Inspired Spiking Neural Networks for Speech Recognition, , EPFL/EDEE, 2024 |
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| Discovering Meaningful Units from Text Sequences, , EPFL, 2024 |
[DOI] [URL] |
| Extending Capabilities of Attention-based Models, , EDIC - EPFL, 2024 |
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| Fast and Future: Towards Efficient Forecasting in Video Semantic Segmentation, , Ecole polytechnique fédérale de Lausanne (EPFL), 2024 |
[DOI] [URL] |
| On the Information in Deep Biometric Templates: from Vulnerability of Unprotected Templates to Leakage in Protected Templates, , EPFL, 2024 |
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| Performing And Detecting Backdoor Attacks on Face Recognition Algorithms, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Robot Learning using Tensor Networks, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Safe Deep Neural Networks, , EPFL, 2024 |
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2023
| Confidence Matters : Applications to Semantic Segmentation, , École polytechnique fédérale de Lausanne, 2023 |
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| Data-driven urban building energy modeling in Satom (CH): The energy savings potential and use of available renewable energy sources., , and , Politecnico di Torino, 2023 |
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| Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life, , EPFL, 2023 |
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| Improving Generalization of Pretrained Language Models, , Ecole polytechnique fédérale de Lausanne (EPFL), 2023 |
[DOI] [URL] |
| Interpretable Representation Learning and Evaluation for Abstractive Summarization, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] [URL] |
| Learning and Optimization of Anticipatory Feedback Controllers for Robot Manipulation, , École Polytechnique Fédérale de Lausanne, 2023 |
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| Modeling Structured Data in Attention-based Models, , EPFL, 2023 |
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| Novel Methods For Detection And Analysis Of Atypical Aspects In Speech, , École Polytechnique Fédérale de Lausanne, 2023 |
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| On matching data and model in LF-MMI-based dysarthric speech recognition, , École polytechnique fédérale de Lausanne, 2023 |
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| Practical computational imaging by use of spatiotemporal light modulation: from simulations to applications in biological microscopy, , EPFL, 2023 |
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| Privacy-Preserving Machine Learning on Graphs, , EPFL, 2023 |
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| Sparse Autoencoders for Speech Modeling and Recognition, , École polytechnique fédérale de Lausanne, 2023 |
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| Text Representation Learning for Low Cost Natural Language Understanding, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] [URL] |
2022
| Automatic pathological speech assessment, , École polytechnique fédérale de Lausanne, 2022 |
[DOI] |
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