Audio Source Separation

This book provides the first comprehensive overview of the fascinating topic of audio source separation based on non—negative matrix factorization, deep neural networks, and sparse component analysis. The first section of the book covers single channel source separation based on non—negative matrix factorization (NMF). After an introduction to the technique, two further chapters describe separation of known sources using non—negative spectrogram factorization, and temporal NMF models. In se...