Multichannel Speech Signal Enhancement Method Based on ICA for Objective Auscultation of Traditional Chinese Medicine

摘要：

Auscultation is one of the Four Diagnosis Methods in traditional Chinese medicine (TCM). Objective auscultation based on applications of computer and digital signal processing techniques became a new trend in modern days. However, speech is inevitably corrupted by ambient noise which leads to rapid deterioration on the accuracy of diagnosis on the part of objective auscultation system. This paper attempts to apply ICA method in a noise reduction process. The basic principles of ICA and noise reduction are illuminated briefly. Experiments are conducted to evaluate the effect of different kinds of ICA algorithm. Finally, the paper concludes with a discussion on the feasibility and practicality of this method.

作者: YAN Jianjun SHEN Qingwei WANG Yiqin LI Fufeng XIA Chunming GUO Rui GU Zhongyan MA Tiancai

作者单位: Center for Mechatronics Engineering, East China University of Science and Technology,Shanghai 200237 TCM Syndrome Lab, Shanghai University of TCM, Shanghai 201203, China

会议类型: 国际会议

会议名称: 2009 IEEE International Symposium on IT in Medicine & Education( IEEE 教育与医药信息化国际会议)

会议地点: 济南

会议语种:英文

页码: 1097-1100

在线出版日期: 2009-08-14（万方平台首次上网日期，不代表论文的发表时间）