ML for Time Series, MVA 2024.
Labs :
- Convolutional dictionary learning, spectral features, and study of human gait using the DTW
- Generalities on AR and MA processes, implementation of Orthogonal Matching pursuit
Project : see OMP-for-Audio-Declipping
Audio inpainting using Constrained OMP and Gabor dictionaries. Inspired by Amir Adler, Valentin Emiya, Maria G. Jafari, Michael Elad, Rémi Gribonval, et al.. Audio Inpainting. IEEE Transactions on Audio, Speech and Language Processing, 2012, 20 (3), pp.922 - 932. ⟨10.1109/TASL.2011.2168211⟩. ⟨inria-00577079⟩