A Quasi-Newton algorithm on the orthogonal manifold for NMF with transform learning

Pierre Ablin, Dylan Fagot, Herwig Wendt +2

Nonnegative matrix factorization (NMF) is a popular method for audio spectral unmixing. While NMF is traditionally applied to off-the-shelf time-frequency representations based on…