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