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Equipe Signal, Statistique et Apprentissage collection
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Latest publications
Hugo Duval, Antoine Thomas, Aidan Meacham, Roland Badeau, Jean-Christophe Valière, et al.. FVTD simulation of the acoustics of the Phonocamptic Cave in Noyon. The Acoustics of Ancient Theatres, Jul 2022, Verona, Italy. ⟨hal-03670586⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Adapting the EST method to ancient theatres: a proposal. The Acoustics of Ancient Theatres, Jul 2022, Verona, Italy. ⟨hal-03670577⟩
Amaury Durand, François Roueff. Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications. 2022. ⟨hal-02318267v5⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. 2022. ⟨hal-03228252v2⟩
Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot. A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. 2022. ⟨hal-03680792⟩
Rémi Leluc, Elie Chedemail, Adéchola Kouande, Quyen Nguyen, Njaka Andriamandratomanana. Fully Homomorphic Encryption and Bootstrapping. [Research Report] IRMAR - Université Rennes 1. 2022, pp.1-12. ⟨hal-03676650⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. PHASE SHIFTED BEDROSIAN FILTERBANK: AN INTERPRETABLE AUDIO FRONT-END FOR TIME-DOMAIN AUDIO SOURCE SEPARATION. ICASSP, May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9746122⟩. ⟨hal-03708610⟩
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii. Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. ⟨hal-03637425⟩
Amaury Durand. Functional time series modeling and application to representation and analysis of multi-site electric load curves for energy management. Electric power. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT018⟩. ⟨tel-03662412⟩
Guillaume Staerman. Functional anomaly detection and robust estimation. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT021⟩. ⟨tel-03650864⟩
Achille Aknin, Roland Badeau. Algorithmes rapides pour la modélisation d'une réponse de salle dont l'atténuation dépend de la fréquence. 16e Congrès Français d'Acoustique (CFA 2022), Apr 2022, Marseille, France. ⟨hal-03559398⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. Set-Valued and Variational Analysis, Springer, 2022. ⟨hal-02564349v3⟩
Morgane Goibert, Stéphan Clémençon, Ekhine Irurozki, Pavlo Mozharovskyi. Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications. 25th International Conference on Artificial Intelligence and Statistics AISTATS 2022, Mar 2022, Valence, Spain. ⟨hal-03537148⟩
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul. New penalized criteria for smooth non-negative tensor factorization with missing entries. 2022. ⟨hal-03615137⟩
Mathieu Fontaine, Diego Di Carlo, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, et al.. Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization. 2022. ⟨hal-03608767⟩
Javier Nistal Hurlé. Exploring generative adversarial networks for controllable musical audio synthesis. Sound [cs.SD]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT009⟩. ⟨tel-03640610⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Riemannian space tessellation with polyhedral room images. 2022. ⟨hal-03598258⟩
Tanvi Dinkar. Computational models of disfluencies : fillers and discourse markers in spoken language understanding. Computer science. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT001⟩. ⟨tel-03653211⟩
Laure Prétet. Metric learning for video to music recommendation. Multimedia [cs.MM]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT005⟩. ⟨tel-03638477⟩
Kouhei Sekiguchi, Aditya Arie Nugraha, Yicheng Du, Yoshiaki Bando, Mathieu Fontaine, et al.. Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), 2022, Kyoto, France. ⟨hal-03727169⟩
Vanessa Gaudray Bouju, Margot Guettier, Gwennola Lerus, Gaël Guibon, Matthieu Labeau, et al.. Participation de l’équipe TGV à DEFT 2022 : Prédiction automatique de notes d’étudiants à des questionnaires en fonction du type de question. Traitement Automatique des Langues Naturelles, 2022, Avignon, France. pp.23-35. ⟨hal-03701451⟩
Mathieu Fontaine, Kouhei Sekiguchi, Aditya Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii. Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2022, pp.1-1. ⟨10.1109/TASLP.2022.3172631⟩. ⟨hal-03657196⟩
Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, et al.. Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments. INTERSPEECH, 2022, Incheon, South Korea. ⟨hal-03727181⟩
Guillaume Ausset, Stéphan Clémençon, François Portier. Empirical Risk Minimization under Random Censorship. Journal of Machine Learning Research, Microtome Publishing, 2022. ⟨hal-03559365⟩
Thomas Pethick, Puya Latafat, Panagiotis Patrinos, Olivier Fercoq, Volkan Cevher. Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems. International Conference on Learning Representations, 2022, online, France. ⟨hal-03602455v2⟩
Karim Magdi Abdelfattah Ibrahim. Personalized audio auto-tagging as proxy for contextual music recommendation. Multimedia [cs.MM]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT039⟩. ⟨tel-03633097⟩
Emile Chapuis. Neural methods for spoken dialogue understanding. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT045⟩. ⟨tel-03677637⟩
Giorgia Cantisani. Neuro-steered music source separation. Signal and Image Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT038⟩. ⟨tel-03511225⟩
Kilian Schulze-Forster. Informed Audio Source Separation with Deep Learning in Limited Data Settings. Signal and Image processing. Institut Polytechnique de Paris, 2021. English. ⟨tel-03494790⟩
Kilian Schulze-Forster. Informed audio source separation with deep learning in limited data settings. Signal and Image Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT032⟩. ⟨tel-03511031⟩