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The effect of traditional Persian music on the cardiac functioning of young Iranian women

机译:传统波斯音乐对伊朗年轻女性心脏功能的影响

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摘要

In the past few decades, several studies have reported the physiological effects of listening to music. The physiological effects of different music types on different people are not similar. Therefore, in the present study, we have sought to examine the effects of traditional Persian music on the cardiac function in young women. Twenty-two healthy females participated in this study. ECG signals were recorded in two conditions: rest and music. For each of the 21 ECG signals (15 morphological and six wavelet based feature) features were extracted. SVM classifier was used for the classification of ECG signals during and before the music. The results showed that the mean of heart rate, the mean amplitude of R-wave, T-wave, and P-wave decreased in response to music. Time-frequency analysis revealed that the mean of the absolute values of the detail coefficients at higher scales increased during rest. The overall accuracy of 91.6% was achieved using polynomial kernel and RBF kernel. Using linear kernel, the best result (with the accuracy rate of 100%) was attained. Previous article in issue Next article in issue.
机译:在过去的几十年中,一些研究报告了听音乐的生理影响。不同音乐类型对不同人的生理影响并不相似。因此,在本研究中,我们试图检查传统波斯音乐对年轻女性心脏功能的影响。 22名健康女性参加了这项研究。心电图信号在两种情况下记录:休息和音乐。对于21种ECG信号(15种形态学和6种基于小波的特征)中的每一种,都提取了特征。 SVM分类器用于在音乐播放期间和播放之前对ECG信号进行分类。结果表明,心率的平均值,R波,T波和P波的平均幅度随音乐而降低。时频分析表明,在休息期间,较高比例的细节系数的绝对值均值增加。使用多项式核和RBF核可达到91.6%的整体精度。使用线性核,可获得最佳结果(准确率为100%)。上一期有问题下一期有问题。

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