DocumentCode
3094187
Title
Quadratic phase coupling detection using higher order statistics
Author
Fackrell, J.W.A. ; McLaughlin, S.
Author_Institution
Dept. of Electr. Eng., Edinburgh Univ., UK
fYear
1995
fDate
34841
Firstpage
42614
Lastpage
42621
Abstract
If a speech signal exhibits quadratic phase coupling (QPC) then this is a strong indication that the signal is produced by some nonlinear mechanism. QPC can be detected by testing for certain properties in the signal bicoherence, but previous measures based only on the magnitude of the bicoherence fail if certain phase randomization assumptions cannot be made. To get around this problem, the bicoherence phase can also be utilized. In the paper a QPC detector is described which comprises a magnitude test (based on the Hinich (1982) Gaussianity test) and a phase test (based on empirical results of Sebert and Elgar, 1989). A new visualisation of the problem is presented, and the properties of the QPC detector are investigated with some simulations
Keywords
coherence; higher order statistics; speech processing; QPC detector; bicoherence; higher order statistics; magnitude test; nonlinear mechanism; phase randomization; phase test; quadratic phase coupling detection; speech signal; visualisation;
fLanguage
English
Publisher
iet
Conference_Titel
Higher Order Statistics in Signal Processing: Are They of Any Use? IEE Colloquium on
Conference_Location
London
Type
conf
DOI
10.1049/ic:19950736
Filename
405097
Link To Document