Neural Network Alternatives to Convolutive Audio Models for Source Separation

Shrikant Venkataramani, Y. Cem Subakan, Paris Smaragdis

Convolutive Non-Negative Matrix Factorization model factorizes a given audio spectrogram using frequency templates with a temporal dimension. In this paper, we present a convolutio…