Objective auscultation for traditional Chinese medical diagnosis using novel acoustic parameters

被引:23
作者
Chiu, CC [1 ]
Chang, HH
Yang, CH
机构
[1] Feng Chia Univ, Inst Automat Control Engn, Taichung, Taiwan
[2] Taipei City Hosp Tradit Chinese Med, Taipei, Taiwan
[3] China Med Coll Hosp, Taichung, Taiwan
关键词
voice; traditional Chinese medical diagnosis; auscultation;
D O I
10.1016/S0169-2607(00)00055-9
中图分类号
TP39 [计算机的应用];
学科分类号
081203 [计算机应用技术]; 0835 [软件工程];
摘要
The goal of this work is to propose novel acoustic parameters of voice for the purpose of providing a quantitative analysis of auscultation in traditional Chinese medical diagnosis. There is rare amount of available literature related to this topic. Four novel acoustic parameters, the average number of zero-crossings, the variations in local peaks and valleys, the variations in first and second formant frequencies, and the spectral energy ratio, are presented to analyze and identify the characteristics among non-vacuity, qi-vacuity, and yin-vacuity subjects. Among these acoustic parameters, two temporal parameters, the average number of zero-crossings and thr variations in local peaks and valleys, outperformed other parameters in classifying both non-vacuity and deficient subjects. The spectral energy ratio was adequate for the classification between qi-vacuity and yin-vacuity patients. This research is a first step in an ongoing effort to modernize the auscultation in traditional Chinese medical diagnosis. (C) 2000 Elsevier Science Ireland Ltd. All lights reserved.
引用
收藏
页码:99 / 107
页数:9
相关论文
共 13 条
[1]
SPEECH ANALYSIS AND SYNTHESIS BY LINEAR PREDICTION OF SPEECH WAVE [J].
ATAL, BS ;
HANAUER, SL .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1971, 50 (02) :637-+
[2]
BLAND M, 1995, INTRO MED STAT, P317
[3]
CHIU CC, 1997, DATA ACQUISITION SYS, P39
[4]
Deller J. R., 1993, DISCRETE TIME PROCES, P236
[5]
DENG TT, 1993, BASIC THEORY TRADITI, P5
[6]
The effect of relative humidity of inhaled air on acoustic parameters of voice in normal subjects [J].
Hemler, RJB ;
Wieneke, GH ;
Dejonckere, PH .
JOURNAL OF VOICE, 1997, 11 (03) :295-300
[7]
HORNG CH, 1993, ILLUSTRATIONS CHINES, pCH4
[8]
DIGITAL INVERSE FILTERING - A NEW TOOL FOR FORMANT TRAJECTORY ESTIMATION [J].
MARKEL, JD .
IEEE TRANSACTIONS ON AUDIO AND ELECTROACOUSTICS, 1972, AU20 (02) :129-&
[9]
O'Shaughnessy D., 1987, SPEEC PRODUCTION ACO
[10]
ALGORITHM FOR DETERMINING ENDPOINTS OF ISOLATED UTTERANCES [J].
RABINER, LR ;
SAMBUR, MR .
BELL SYSTEM TECHNICAL JOURNAL, 1975, 54 (02) :297-315