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