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Domain Adaptation and Investigation of Robustness of DNN-based Embeddings for Text-Independent Speaker Verification Using Dilated Residual Networks, , and , Idiap-RR-10-2019 |
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Are GAN-based Morphs Threatening Face Recognition?, , , and , in: International Conference on Acoustics, Speech and Signal Processing, 2022 |
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Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks, , , and , Idiap-RR-38-2020 |
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On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis, and , in: 4th International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, 2024 |
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Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers?, and , in: Proceedings of Interspeech, 2023 |
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Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering, , and , in: Proceedings of Interspeech, 2022 |
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Multiview Face Detection, , and , Idiap-RR-49-2005 |
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Innovators@SMM4H'22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
Adaptive Multilayer Optical Neural Network Design, and , Idiap-RR-04-1994 |
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Optical Multilayer Perceptrons based on Liquid Crystal Devices, , , and , in: Optics and Information, Cercle SFO/SEE d'Opto-informatique, Mulhouse, France, European Optical Society (EOS), 1995 |
An All-Optical Forward Propagation Multilayer Neural Network, and , in: From Natural to Artificial Neural Computation, Springer Verlag, 1995 |
A Method for All-Positive Optical Multilayer Perceptrons, , and , in: Proceedings of the Third IEEE International Conference on Electronics, Circuits, and Systems, University of Patras, Rhodos, Greece, IEEE, 1996 |
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Adaptive Multilayer Optical Neural Network with Optical Thresholding, and , in: Optical Engineering, 34(08), 1995 |
Handwritten Digit Recognition with Binary Optical Perceptron, , , and , Idiap-RR-15-1997 |
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An Optical Thresholding Perceptron, , , , and , in: Proceedings of the Workshop on Optics and Computer Science, Geneva, Switzerland, 1997 |
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An Optical Thresholding Perceptron, , , , and , Idiap-RR-16-1997 |
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Handwritten Digit Recognition with Binary Optical Perceptron, , , and , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997 |
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Ellipsometry, , in: Optical Metrology, Artech House, 1997 |
Time Resolved Polarimetry on an Optical Fiber Ammeter, and , in: Journal of the European Optical Society, 5, 1996 |
On the design of audio features robust to the album-effect for music information retrieval., , Ecole Polytechnique Fédérale de Lausanne, 2009 |
Timbre and Rhythmic TRAP-TANDEM features for music information retrieval, , Idiap-RR-46-2008 |
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Timbre and Rhythmic TRAP-TANDEM features for music information retrieval, , in: "Int. Conf. on Music Information Retrieval (ISMIR)", 2008 |
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Joint Adaptive Colour Modelling and Skin, Hair and Clothing Segmentation Using Coherent Probabilistic Index Maps, and , in: British Machine Vision Conference, British Machine Vision Association, Dundee, UK, 2011 |
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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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Speaker Verification by Pairwise Coupling, , Idiap-Com-07-1997 |
Controllability and Interpretability in Affective Speech Synthesis, , École polytechnique fédérale de Lausanne, 2022 |
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Investigating a neural all pass warp in modern TTS applications, and , in: Speech Communication, 138:26--37, 2022 |
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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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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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A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , Idiap-RR-10-2018 |
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A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: Proc. Interspeech 2018, pages 3147-3151, 2018 |
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A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: MLSLP-18 Proceedings, Hyderabad, 2018 |
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The INTERSPEECH 2012 Speaker Trait Challenge, , , , , , , , , , , and , in: in Proceedings of INTERSPEECH, 2012 |
A Survey on Perceived Speaker Traits: Personality, Likability, Pathology and the First Challenge, , , , , , , , , , and , in: Computer Speech and Language, 19(1):100-131, 2015 |
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Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies (Extended Abstract), , , , , , and , in: Proceedings of ACII, Xi'an, pages 470-476, IEEE, 2015 |
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A Sensor-Driven Visit Detection System in Older Adults’ Homes: Towards Digital Late-Life Depression Marker Extraction, , , , , , , , , , and , in: IEEE Journal of Biomedical And Health Informatics, 26(4):1560-1569, 2021 |
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A Systems Approach Towards Remote Health-Monitoring in Older Adults: Introducing a Zero-Interaction Digital Exhaust, , , , , , , , , , , , and , in: npj Digital Medicine, 5(Article 116), 2022 |
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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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Validity of pervasive computing based continuous physical activity assessment in community-dwelling old and oldest-old, , , , , , , , , , , and , in: Scientific Reports, 9(9662), 2019 |
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Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks, , , , and , in: NeurIPS Workshop on Diffusion Models, 2023 |
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Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models, , , , , and , in: Under review, 2023 |
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Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech, , , , , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 292-296, 2018 |
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Signal-to-signal neural networks for improved spike estimation from calcium imaging data, , , and , in: PLoS Computational Biology, 17(3):1--19, 2021 |
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Design of a Speech Corpus for Research on Cross-Lingual Prosody Transfer, , , , , , , , , , , and , in: Lecture Notes in Artificial Intelligence: 18th International Conference, SPECOM 2016, Budapest, Hungary, pages 199--206, 2016 |
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Internship Report : Summer 2003, , Idiap-Com-09-2003 |
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Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition., , , , , , , , , , , , , and , in: IEEE/IAPR International Joint Conference on Biometrics, Denver, Colorado, USA, IEEE, 2017 |
Classification-based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2008 |
Estimating Nonplanar Flow from 2D Motion-blurred Widefield Microscopy Images via Deep Learning, and , in: International Symposium on Biomedical Imaging, 2021, 2021 |
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DeepFocus: a Few-shot Microscope Slide Auto-Focus using a Sample Invariant CNN-based Sharpness Function, and , in: International Symposium on Biomedical Imaging, 2020 |
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