A Neural Network Alternative to Non-Negative Audio Models

Paris Smaragdis, Shrikant Venkataramani

We present a neural network that can act as an equivalent to a Non-Negative Matrix Factorization (NMF), and further show how it can be used to perform supervised source separation.…