Title :
Speech dereverberation based on a recorded handclap
Author :
Tsilfidis, Alexandros ; Georganti, Eleftheria ; Kokkinis, Elias K. ; Mourjopoulos, John
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Patras, Patras, Greece
Abstract :
A semi-blind framework for the suppression of late speech reverberation is presented. The method is based on spectral subtraction and utilizes a simple recorded handclap to estimate the Power Spectral Density (PSD) of late reverberation. A statistical analysis of measured Room Impulse Responses (RIRs) and recorded handclaps demonstrates the sufficiency of the above estimation. Dereverberation results show that the proposed technique achieves significant reverberation suppression at multiple speaker positions in each room without compromising the quality of the estimated signals.
Keywords :
reverberation; speech processing; statistical analysis; late speech reverberation; multiple speaker positions; power spectral density; recorded handclap; reverberation suppression; room impulse response; semi-blind framework; spectral subtraction; speech dereverberation; statistical analysis; Acoustic measurements; Approximation methods; Estimation; Nuclear magnetic resonance; Position measurement; Reverberation; Speech; dereverberation; handclap; moving speaker; room impulse response; statistics;
Conference_Titel :
Digital Signal Processing (DSP), 2011 17th International Conference on
Conference_Location :
Corfu
Print_ISBN :
978-1-4577-0273-0
DOI :
10.1109/ICDSP.2011.6004895