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