Studying About Mechanism of Pronunciation "mum" Based on Method of Functional Data Analysis

Author

Chen Yizhi ; Jinchang, Li

Author_Institution

Coll. of Stat. & Math., ZheJiang Gongshang Univ., Hangzhou, China

fYear

2010

fDate

23-24 Oct. 2010

Firstpage

99

Lastpage

103

Abstract

In this paper, we focus on word "mum" which is a popular word all over the wold, and study its EMG curves using Method of Functional Data Analysis. We show that linear model for the data and the estimated regression function can be extended to area of neural activation. If we research the acceleration of some body part, we are getting close to seeing how this remarkable control mechanism produces the movement that we see and feel. The goal of this paper is giving some help for computational simulation of human\´s pronunciation by studying about mechanism of pronunciation "mum".

Keywords

electromyography; regression analysis; speech processing; EMG curve; functional data analysis; human pronunciation; linear model; mum; neural activation; regression function; Acceleration; Computational modeling; Correlation; Data models; Electromyography; Muscles; Speech; EMG curves; computational simulation; functional data analysis; linear model;

fLanguage

English

Publisher

ieee

Conference_Titel

Cryptography and Network Security, Data Mining and Knowledge Discovery, E-Commerce & Its Applications and Embedded Systems (CDEE), 2010 First ACIS International Symposium on

Conference_Location

Qinhuangdao

Print_ISBN

978-1-4244-9595-5

Type

conf

DOI

10.1109/CDEE.2010.29

Filename

5759362