DocumentCode :
312111
Title :
Detection of phrase boundaries in Japanese by low-pass filtering of fundamental frequency contours
Author :
Sakurai, Atsuhiro ; Hirose, Keikichi
Author_Institution :
Dept. of Inf. & Commun. Eng., Tokyo Univ., Japan
Volume :
2
fYear :
1996
fDate :
3-6 Oct 1996
Firstpage :
817
Abstract :
Major syntactic boundaries are often accompanied by a rise in the phrase component of the fundamental frequency (F0) contour. Detecting such rises, therefore, can be significantly helpful to the speech recognition process. We developed a method to detect syntactic boundaries with phrase component rise (henceforth, phrase boundaries), based on the compression of the accent component of the F0 contour (in logarithmic scale), using a low pass filter. In this method, F0 contours are viewed as signals in the time domain, which can be roughly separated into phrase and accent components due to their different frequency contents. Phrase boundaries are detected whenever a significant rise occurs in the derivative of the filtered F0 contour (H. Fujisaki a K. Hirose, 1984). The method managed to detect about 77% of manually detectable phrase boundaries, though with a relatively high insertion rate. The insertion rate can be reduced by using the partial AbS method, proposed by the authors (K. Hirose and A. Sakurai, 1996)
Keywords :
low-pass filters; natural languages; speech processing; speech recognition; F0 contour; Japanese; accent component; filtered F0 contour; frequency contents; fundamental frequency contours; insertion rate; low pass filter; low pass filtering; manually detectable phrase boundaries; partial AbS method; phrase boundary detection; phrase component; phrase component rise; speech recognition process; syntactic boundaries; time domain; Event detection; Frequency; Information filtering; Information filters; Linear approximation; Low pass filters; Nonlinear filters; Pressing; Speech processing; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3555-4
Type :
conf
DOI :
10.1109/ICSLP.1996.607726
Filename :
607726
Link To Document :
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