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