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