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