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