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