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