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