Mahmoud Fakhry

Audio source separation using a redundant library of source spectral bases for non-negative tensor factorization

This work proposes a solution to the problem of under-determined audio source separation using pre-trained redundant source-based prior information. In local Gaussian modeling of a mixing process, an observed mixture is modeled by a Gaussian distribution parameterized by source variances and spatial…