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