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