Title :
Pre-processing of fundamental frequency contours of speech for automatic parameter extraction
Author :
Fujisaki, Hiroya ; Narusawa, Shuichi ; Maruno, Masako
Author_Institution :
Dept. of Appl. Electron., Sci. Univ. of Tokyo, Japan
Abstract :
While it is quite straightforward to obtain a natural F0 contour from a set of parameters of a model for F0 contour generation, the inverse problem cannot be solved analytically. This paper presents a method for pre-processing a measured F0 contour to obtain its approximation consisting of third-order polynomial segments that are continuous and differentiable everywhere. It is shown that the proposed method allows one to obtain first-order approximations to the parameters of accent commands for about 90% of all the accent commands
Keywords :
feature extraction; inverse problems; polynomial approximation; speech processing; speech recognition; F0 contour; Japanese; accent commands; automatic parameter extraction; first-order approximations; fundamental frequency contours; inverse problem; pre-processing; speech; third-order polynomial segments; Equations; Frequency; Inverse problems; Natural languages; Parameter extraction; Polynomials; Speech analysis; Speech synthesis; Timing;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.891612