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Equipe Signal, Statistique et Apprentissage collection
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Latest publications
Randal Douc, François Roueff, Tepmony Sim. Necessary and sufficient conditions for the identifiability of observation-driven models. Journal of Time Series Analysis, Wiley-Blackwell, In press, ⟨10.1111/jtsa.12559⟩. ⟨hal-02088860v3⟩
Sophie Achard, Marianne Clausel, Irène Gannaz, François Roueff. New results on approximate Hilbert pairs of wavelet filters with common factors. Applied and Computational Harmonic Analysis, Elsevier, 2020, 49 (3), pp.1025-1045. ⟨10.1016/j.acha.2019.06.001⟩. ⟨hal-01613583v2⟩
Giorgia Cantisani, Slim Essid, Gael Richard. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF. 2020. ⟨hal-02978978⟩
Kamélia Daudel, Randal Douc, François Portier. Infinite-dimensional gradient-based descent for alpha-divergence minimisation. 2020. ⟨hal-02614605v2⟩
Karim Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard. SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?. 21st International Society for Music Information Retrieval Conference, Oct 2020, Montreal, Canada. ⟨10.5281/zenodo.3961560⟩. ⟨hal-02934433⟩
Amaury Durand, François Roueff. Hilbert valued fractionally integrated autoregressive moving average processes with long memory operators. 2020. ⟨hal-02961227⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence D'alché-Buc. MULTILINGUAL LYRICS-TO-AUDIO ALIGNMENT. International Society for Music Information Retrieval Conference (ISMIR), Oct 2020, Montreal, Canada. ⟨hal-02996940⟩
David Meunier, Annalisa Pascarella, Dmitrii Altukhov, Mainak Jas, Etienne Combrisson, et al.. NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines. NeuroImage, Elsevier, 2020, 219, pp.117020. ⟨10.1016/j.neuroimage.2020.117020⟩. ⟨hal-02873600⟩
Achille Aknin, Théophile Dupré, Roland Badeau. EVALUATION OF A STOCHASTIC REVERBERATION MODEL BASED ON THE IMAGE SOURCE PRINCIPLE. International Conference on Digital Audio Effects, Sep 2020, Vienne, Austria. ⟨hal-02932485⟩
Asma Atamna, Chloé Clavel. HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection. 2020. ⟨hal-02922102⟩
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq. Improved Optimistic Algorithms for Logistic Bandits. International Conference of Machine Learning, Jul 2020, Vienne, Austria. ⟨hal-02932836⟩
Amaury Durand, François Roueff. Spectral analysis of weakly stationary processes valued in a separable Hilbert space. 2020. ⟨hal-02318267v3⟩
Pierre Laforgue. Deep kernel representation learning for complex data and reliability issues. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT006⟩. ⟨tel-02901469⟩
Karim Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard. Confidence-based Weighted Loss for Multi-label Classification with Missing Labels. The 2020 International Conference on Multimedia Retrieval (ICMR '20), Jun 2020, Dublin, Ireland. ⟨10.1145/3372278.3390728⟩. ⟨hal-02547012⟩
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq. Improved Optimistic Algorithms for Logistic Bandits. 2020. ⟨hal-02767843⟩
Lucien Maman, Giovanna Varni. GRACE : Un projet portant sur l'étude automatique de la cohésion dans les petits groupes d'humains. Workshop sur les Affects, Compagnons artificiels et Interactions, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933474⟩
Emile Chapuis, Pierre Colombo, Matteo Manica, Giovanna Varni, Emmanuel Vignon, et al.. Guider l'attention dans les modèles de séquence à séquence pour la prédiction des actes de dialogue. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933475⟩
Beatrice Biancardi, Lou Maisonnave-Couterou, Maurizio Mancini, Giovanna Varni. Tu sais qui sait quoi ? Suggestions pour l'étude du système de mémoire transactive dans un groupe à partir des patterns comportementaux et conversationnels.. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02934517⟩
Léo Hemamou, Arthur Guillon, Jean-Claude Martin, Chloé Clavel. Attention Slices dans les Entretiens d'Embauche Vidéo Différés. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933469⟩
Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. How Confident are You? Exploring the Role of Fillers in the Automatic Prediction of a Speaker's Confidence. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933476⟩
Fajrian Yunus, Chloé Clavel, Catherine Pelachaud. Sequence-to-Sequence Predictive models: from Prosody to Communicative Gestures. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933487⟩
Reshmashree B Kantharaju, Caroline Langlet, Mukesh Barange, Chloé Clavel, Catherine Pelachaud. Analyse multimodale de la cohésion de groupe. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France. ⟨hal-02933466⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. 2020. ⟨hal-02564349⟩
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid. DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨hal-02389159v3⟩
Karim Ibrahim, Jimena Royo-Letelier, Elena Epure, Geoffroy Peeters, Gael Richard. AUDIO-BASED AUTO-TAGGING WITH CONTEXTUAL TAGS FOR MUSIC. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.5281/zenodo.3648287⟩. ⟨hal-02481374⟩
Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. HOW CONFIDENT ARE YOU? EXPLORING THE ROLE OF FILLERS IN THE AUTOMATIC PREDICTION OF A SPEAKER’S CONFIDENCE. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.8104-8108, ⟨10.1109/ICASSP40776.2020.9054374⟩. ⟨hal-02942182⟩
Laure Prétet, Gael Richard, Geoffroy Peeters. LEARNING TO RANK MUSIC TRACKS USING TRIPLET LOSS. ICASSP, May 2020, Barcelona, Spain. ⟨hal-02477242⟩
Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau. Joint phoneme alignment and text-informed speech separation on highly corrupted speech. 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), May 2020, Barcelona, Spain. ⟨hal-02457075⟩
Charles-Albert With, Driss Lehalle, Marie Lamrani, David Brière, Winston Bounie, et al.. Comment limiter les biais des algorithmes ?. Les cahiers Louis Bachelier, Institut Louis Bachelier, 2020, The challenges of new technologies in finance, 36. ⟨hal-02878302⟩
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach. 2020. ⟨hal-02506409⟩
