DocumentCode :
134214
Title :
Correlations between body heights and formant frequencies in young male speakers: a pilot study
Author :
Honglin Cao ; Yingli Wang ; Jiangping Kong
Author_Institution :
Collaborative Innovation Center of Judicial Civilization, Beijing, China
fYear :
2014
fDate :
12-14 Sept. 2014
Firstpage :
536
Lastpage :
540
Abstract :
This paper investigates the relationships between body height and formant frequencies in young male adults. A total of 121 speakers were recorded uttering four Chinese vowels. The body height data of the speakers was close to be normally distributed, with a large range and standard deviation. Three subsets of formant parameters: the individual first four formant frequencies, formant interspaces and the sum of different formant frequencies were investigated. Moderate but significant negative relationships were found between most formant parameters of the three subsets and height. Comparatively, the strongest correlations were found between the subset of different formant frequency summations and height. A regression function was also given through multiple regression analysis. These results imply that formant parameters, especially the sum of different formant frequencies, can provide a relatively accurate indication of male speakers´ heights.
Keywords :
regression analysis; speaker recognition; speech processing; Chinese vowels; body height; formant frequency summation; formant interspaces; formant parameters; multiple regression analysis; regression function; speaker utterance; young male adults; Acoustic measurements; Correlation; Correlation coefficient; Educational institutions; Regression analysis; Standards; System-on-chip; Standard Chinese; body height; correlation; formant frequencies; regression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Chinese Spoken Language Processing (ISCSLP), 2014 9th International Symposium on
Conference_Location :
Singapore
Type :
conf
DOI :
10.1109/ISCSLP.2014.6936606
Filename :
6936606
Link To Document :
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