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