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