Equalization of multichannel acoustic system using sub-systems for speech dereverberation

An auto-relation aided multiple-input/output inverse filtering algorithm (A-RAM) is proposed for the inverse filtering of room acoustics in speech dereverberation. In A-RAM, we exploit the relationship between the received reverberant signals and the acoustic impulse responses as well as constraining the reconstructed signals of the two sub-systems. This results in an auto-relation which is then used as a constraint for the adaptive multiple input/output inversion theorem (A-MINT) algorithm. Simulation results, using both synthetic and recorded room impulse responses, show that the proposed A-RAM achieves a fast convergence compared to A-MINT.

• Type: Journal
• Year: 2011
• Where: ICASSP
• Authors: Lei Liao, Andy W. H. Khong
• Keywords: Acoustic Impulse Responses, ICASSP 2011, Impulse Responses, Inverse filtering Algorithm, Signal Processing