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