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