DocumentCode
3001936
Title
Acoustics Analysis of Differences across Formants of Four Chinese PUTONGHUA
Author
Yan, Qin ; Zhou, Zhengjuan ; Xu, Zhuoming ; Li, Shan
Author_Institution
Coll. of Comput. & Inf., Hohai Univ., Nanjing, China
fYear
2010
fDate
29-31 Oct. 2010
Firstpage
1
Lastpage
3
Abstract
This paper presents a preliminary analysis of differences of formants among Shanghai, Guangzhou, Chongqing and Xiamen dialectal Putonghua (PTH) in China. An improved formant model based on the linear prediction (LP) feature analysis and a two-dimensional(2D) hidden Markov model (HMM) of formants is employed for estimation of the formant frequencies of vowels and diphthongs. The experiments show Guangzhou dialectal PTH (GZPTH) has the highest average frequency in 1st formant(F1) while Shanghai PTH(SHPTH) has lowest of F1 among four dialectal PTHs. In contrast, Chongqing PTH (CQPTH) gives highest frequency in 2nd and 3rd formants (F2, F3) with a comparison of other dialectal PTHs. The formant spaces of four dialectal PTHs have also been investigated.
Keywords
feature extraction; hidden Markov models; natural languages; speech processing; 2D hidden Markov model; Chinese Putonghua; Chongqing Putonghua; Guangzhou Putonghua; Shanghai Putonghua; Xiamen dialectal Putonghua; acoustics analysis; diphthongs; formant differences; formant frequency; formant model; formant spaces; linear prediction feature analysis; vowels; Acoustics; Bandwidth; Estimation; Frequency estimation; Hidden Markov models; Speech; Tongue;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Technology (ICMT), 2010 International Conference on
Conference_Location
Ningbo
Print_ISBN
978-1-4244-7871-2
Type
conf
DOI
10.1109/ICMULT.2010.5630968
Filename
5630968
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