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