An adaptive time-frequency resolution approach for Non-negative Matrix Factorization based single channel sound source separatio

In this paper, we propose an adaptive time-frequency resolution approach for the single channel source separation problem. The aim is to improve the quality and intelligibility of the separated sources by adapting the time-frequency resolution of the analysis window to the characteristic of the signal under consideration. The results evaluated on a large test set show the improvements obtained by the proposed algorithm.

• Type: Journal
• Year: 2011
• Where: ICASSP
• Authors: Serap Kirbiz, Paris Smaragdis
• Keywords: ICASSP 2011, Signal Processing, Source Separation Problem, Time-frequency Resolution, Time-frequency Resolution Approach