Sparse, complex-valued representations of natural sounds learned with phase and amplitude continuity priors

Wiktor Mlynarski

Complex-valued sparse coding is a data representation which employs a dictionary of two-dimensional subspaces, while imposing a sparse, factorial prior on complex amplitudes. When…