@article{ART001616374},
author={김근호 and 강남식 and 구본초 and 김종열},
title={Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution},
journal={Journal of Sasang Constitution and Immune Medicine},
issn={1226-4075},
year={2011},
volume={23},
number={4},
pages={458-470}
TY - JOUR
AU - 김근호
AU - 강남식
AU - 구본초
AU - 김종열
TI - Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution
JO - Journal of Sasang Constitution and Immune Medicine
PY - 2011
VL - 23
IS - 4
PB - The Society of Sasang Constitution and Immune Medicine
SP - 458
EP - 470
SN - 1226-4075
AB - 1. Objectives Vocal characteristics are commonly considered as an important factor in determining the Sasang constitution and the health condition. We have tried to find out the classification procedure to distinguish the constitution objectively and quantitatively by analyzing the characteristics of subject’s voice without noise and error.
2. Methods In this study, we extract the vocal features from voice selected with prior information, remove outliers, minimize the correlated features, correct the features with normalization according to gender and age, and make the discriminant functions that are adaptive to gender and age from the features for improving diagnostic accuracy.
3. Results and Conclusions Finally, the discriminant functions produced about 45% accuracy to classify the constitution for every age interval and every gender, and the diagnostic accuracy was meaningful as the result from only the voice.
Key Words : vocal feature, reduction of correlation, removal of outliers, normalization, diagnostic accuracy
KW - vocal feature;reduction of correlation;removal of outliers;normalization;diagnostic accuracy
DO -
UR -
ER -
김근호, 강남식, 구본초 and 김종열. (2011). Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution. Journal of Sasang Constitution and Immune Medicine, 23(4), 458-470.
김근호, 강남식, 구본초 and 김종열. 2011, "Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution", Journal of Sasang Constitution and Immune Medicine, vol.23, no.4 pp.458-470.
김근호, 강남식, 구본초, 김종열 "Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution" Journal of Sasang Constitution and Immune Medicine 23.4 pp.458-470 (2011) : 458.
김근호, 강남식, 구본초, 김종열. Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution. 2011; 23(4), 458-470.
김근호, 강남식, 구본초 and 김종열. "Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution" Journal of Sasang Constitution and Immune Medicine 23, no.4 (2011) : 458-470.
김근호; 강남식; 구본초; 김종열. Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution. Journal of Sasang Constitution and Immune Medicine, 23(4), 458-470.
김근호; 강남식; 구본초; 김종열. Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution. Journal of Sasang Constitution and Immune Medicine. 2011; 23(4) 458-470.
김근호, 강남식, 구본초, 김종열. Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution. 2011; 23(4), 458-470.
김근호, 강남식, 구본초 and 김종열. "Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution" Journal of Sasang Constitution and Immune Medicine 23, no.4 (2011) : 458-470.
