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The goal of this study is to provide objective analysis and quantitative research for the auscultation in Traditional Chinese Medicine (TCM) by taking advantage of algorithm of wavelet packet and Deep Forest. Based on wavelet packet transform, the speech signals are decomposed into six-layer wavelet packet coefficients. Shannon entropy values are extracted as a useful acoustic parameter from wavelet packet coefficients, which are employed for feature analysis and recognition of healthy,doi:10.18535/ijecs/v6i11.25 fatcat:kdqns6u445ae5pe557kqewbidu