Title :
A robust method for speech signal time-delay estimation in reverberant rooms
Author :
Brandstein, Michael S. ; Silverman, Harvey F.
Author_Institution :
Div. of Eng. & Appl. Sci., Harvard Univ., Cambridge, MA, USA
Abstract :
Conventional time-delay estimators exhibit dramatic performance degradations in the presence of multipath signals. This limits their application in reverberant enclosures, particularly when the signal of interest is speech and it may not possible to estimate and compensate for channel effects prior to time-delay estimation. This paper details an alternative approach which reformulates the problem as a linear regression of phase data and then estimates the time-delay through minimization of a robust statistical error measure. The technique is shown to be less susceptible to room reverberation effects. Simulations are performed across a range of source placements and room conditions to illustrate the utility of the proposed time-delay estimation method relative to conventional methods
Keywords :
acoustic signal processing; acoustic wave reflection; architectural acoustics; delays; error analysis; multipath channels; reverberation; speech processing; statistical analysis; channel effects compensation; linear regression; multipath signals; performance degradations; phase data; reflection coefficients; reflective surfaces; reverberant enclosures; reverberant rooms; robust statistical error measure; room conditions; room reverberation effects; simulations; source placements; speech signal; time delay estimation; Degradation; Delay estimation; Filters; Linear regression; Maximum likelihood estimation; Phase estimation; Phase measurement; Robustness; Speech analysis; Systems engineering and theory;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.599651