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