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