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