Statistical Correlation Analysis between Lip Contour Parameters and Formant Parameters for Mandarin Monophthongs

Junru Wu; Xiaosheng Pan; Jiangping Kong; Alan Wee Chung Liew

Statistical Correlation Analysis between Lip Contour Parameters and Formant Parameters for Mandarin Monophthongs

Junru Wu, Xiaosheng Pan, Jiangping Kong, Alan Wee Chung Liew

Research output: Contribution to conference › Paper › peer-review

Abstract

In this study we examine quantitatively the correlation between the geometric lip contour parameters and the formant parameters for Mandarin monophthongs, and carry out a multiple linear regression study between the two parameters. We explicitly analyze the relationship between different geometric lip parameters and the formant parameters, which have some linguistic significance instead of the usual acoustic parameters such as MFCC. We analyzed the linguistic meaning of the regression formula, and found it in accord with the classical result on the relationship between vocal-track and speech acoustics. And those regions with relatively poor effect of estimation are related to specific phonetic conditions.

Original language	English
Pages	121-126
Number of pages	6
State	Published - 2008
Externally published	Yes
Event	2008 International Conference on Auditory-Visual Speech Processing, AVSP 2008 - Moreton Island, Australia Duration: 26 Sep 2008 → 29 Sep 2008

Conference

Conference	2008 International Conference on Auditory-Visual Speech Processing, AVSP 2008
Country/Territory	Australia
City	Moreton Island
Period	26/09/08 → 29/09/08

Keywords

Canonical correlation analysis
Facial motion
Monophthong
Multiple linear regression

Cite this

@conference{8f612265ae2243f782ec721f9fc88b44,

title = "Statistical Correlation Analysis between Lip Contour Parameters and Formant Parameters for Mandarin Monophthongs",

abstract = "In this study we examine quantitatively the correlation between the geometric lip contour parameters and the formant parameters for Mandarin monophthongs, and carry out a multiple linear regression study between the two parameters. We explicitly analyze the relationship between different geometric lip parameters and the formant parameters, which have some linguistic significance instead of the usual acoustic parameters such as MFCC. We analyzed the linguistic meaning of the regression formula, and found it in accord with the classical result on the relationship between vocal-track and speech acoustics. And those regions with relatively poor effect of estimation are related to specific phonetic conditions.",

keywords = "Canonical correlation analysis, Facial motion, Monophthong, Multiple linear regression",

author = "Junru Wu and Xiaosheng Pan and Jiangping Kong and Liew, \{Alan Wee Chung\}",

note = "Publisher Copyright: Copyright {\textcopyright} 2008 AVISA.; 2008 International Conference on Auditory-Visual Speech Processing, AVSP 2008 ; Conference date: 26-09-2008 Through 29-09-2008",

year = "2008",

language = "英语",

pages = "121--126",

}

Statistical Correlation Analysis between Lip Contour Parameters and Formant Parameters for Mandarin Monophthongs. / Wu, Junru; Pan, Xiaosheng; Kong, Jiangping et al.
2008. 121-126 Paper presented at 2008 International Conference on Auditory-Visual Speech Processing, AVSP 2008, Moreton Island, Australia.

Research output: Contribution to conference › Paper › peer-review

TY - CONF

T1 - Statistical Correlation Analysis between Lip Contour Parameters and Formant Parameters for Mandarin Monophthongs

AU - Wu, Junru

AU - Pan, Xiaosheng

AU - Kong, Jiangping

AU - Liew, Alan Wee Chung

PY - 2008

Y1 - 2008

N2 - In this study we examine quantitatively the correlation between the geometric lip contour parameters and the formant parameters for Mandarin monophthongs, and carry out a multiple linear regression study between the two parameters. We explicitly analyze the relationship between different geometric lip parameters and the formant parameters, which have some linguistic significance instead of the usual acoustic parameters such as MFCC. We analyzed the linguistic meaning of the regression formula, and found it in accord with the classical result on the relationship between vocal-track and speech acoustics. And those regions with relatively poor effect of estimation are related to specific phonetic conditions.

AB - In this study we examine quantitatively the correlation between the geometric lip contour parameters and the formant parameters for Mandarin monophthongs, and carry out a multiple linear regression study between the two parameters. We explicitly analyze the relationship between different geometric lip parameters and the formant parameters, which have some linguistic significance instead of the usual acoustic parameters such as MFCC. We analyzed the linguistic meaning of the regression formula, and found it in accord with the classical result on the relationship between vocal-track and speech acoustics. And those regions with relatively poor effect of estimation are related to specific phonetic conditions.

KW - Canonical correlation analysis

KW - Facial motion

KW - Monophthong

KW - Multiple linear regression

UR - https://www.scopus.com/pages/publications/84872317272

M3 - 论文

AN - SCOPUS:84872317272

SP - 121

EP - 126

T2 - 2008 International Conference on Auditory-Visual Speech Processing, AVSP 2008

Y2 - 26 September 2008 through 29 September 2008

ER -

Statistical Correlation Analysis between Lip Contour Parameters and Formant Parameters for Mandarin Monophthongs

Abstract

Conference

Keywords

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