Blind source separation based on independent vector analysis using feed-forward network

• Published in: Neurocomputing (Amsterdam) Vol. 74; no. 17; pp. 3713 - 3715
• Main Authors: Oh, Myungwoo, Park, Hyung-Min
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.10.2011
• Subjects: Algorithms; Blind source separation; Blinds; Distortion; Exploitation; Feed-forward network; Independent component analysis; Learning; Networks; Separation; Vector analysis; Feed-forward network; Blind source separation; Independent component analysis

This paper presents an algorithm that employs a feed-forward (FF) network on each bin as an unmixing system in the framework of independent vector analysis (IVA) to effectively separate highly reverberated mixtures with the exploitation of inter-frequency dependencies of each source signal. Furtherm...