Title :
Relation between F-ratio and segments overlapping in Welch periodograms in the problem of signals identification
Author :
Kagan, Eugene ; Novoselsky, Alexander
Author_Institution :
Dept. of Ind. Eng., Tel-Aviv Univ., Tel-Aviv, Israel
Abstract :
In the work, we address a relation between segments overlapping in Welch periodograms and F-ratio, which is used in the problem of statistical identification of signals. We show that the F-ratio increases with the overlapping that gives a better identification of signals. The obtained results are illustrated by the application of the method to speech signals identification.
Keywords :
speech processing; statistical analysis; F-ratio; Welch periodograms; segments overlapping; speech signals identification; statistical signal identification; Frequency estimation; Numerical analysis; Pattern recognition; Speaker recognition; Spectral analysis; Speech; Testing; F-ratio; Statistical identification; Welch periodograms;
Conference_Titel :
Electrical and Electronics Engineers in Israel (IEEEI), 2010 IEEE 26th Convention of
Conference_Location :
Eliat
Print_ISBN :
978-1-4244-8681-6
DOI :
10.1109/EEEI.2010.5661896