Classification Handwriting recognition Empirical processes Extremal index Speech processing Optimal transport Phase reconstruction Feature selection Fillers Human-agent interaction Functional data analysis Data augmentation Audio signal processing Reverberation Blind source separation Mixture models Apprentissage statistique Room impulse response Nummelin splitting technique Multivariate extremes Speech enhancement Wavelet analysis Filtering Machine learning Neural networks Nonparametric estimation Feature extraction Artificial Intelligence Structured prediction Kernel smoothing Bootstrap Optimization Adaptation models Electroencephalography EEG Natural language processing Audio source separation Dereverberation Signal processing Empirical risk minimization Hermite processes Statistical learning theory Feature learning Non-negative matrix factorization Deep learning Nonnegative Matrix Factorization Statistical learning Training Artificial intelligence Fairness Aggregation Representation learning Variational inference ESPRIT Anomaly detection EEG Apprentissage profond Acoustic scene classification Ranking Kernel methods NTF Apprentissage automatique Task analysis Explainability Music information retrieval Bipartite ranking Consistency Room acoustics Nonnegative matrix factorisation Magnetoencephalography MEG Interpretability Deep Learning Source separation Character recognition Informed source separation ROC curve Boosting Convex optimization Stochastic approximation EM algorithm Coordinate descent Big data Self-supervised learning Audio Wiener filtering Auditory attention decoding Inverse problem Time-frequency analysis Dimensionality reduction Estimation Alpha-divergence Nonnegative matrix factorization Affective computing NMF Hill estimator Long range dependence Machine Learning Handwriting Détection d'anomalies Dynamical systems Survey sampling