Title :
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
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;
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
DOI :
10.1109/CDEE.2010.29
