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Discriminating features of infant cry acoustic signal for automated detection of cause of crying

机译:婴儿啼哭声信号的区别特征,可自动检测出啼哭的原因

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Infant cry signal is a biomedical acoustic signal that is usually high-pitched. Infant cry is his only means of communication, production of which involves significant changes in its characteristics. Possibly rapid changes in its short-time segments carry information about the cause of cry, that a mother can perceive. The instantaneous fundamental frequency (Fo) of infant cries is much higher than for adults, necessitating different signal processing methods for infant cry signals' analyses. In this paper, the production characteristics of infant cry signals due to pain vs. discomfort are discriminated, exploring features that may help towards developing automated diagnostic systems. Production features the F0, strength of excitation (SoE) and signal energy (E) are used, for analysing ‘Infant Cry Signals Database’ collected for the study. The excitation source characteristics are derived using a modified zero-frequency filtering method. Spectrograms of the acoustic signal and the excitation source characteristics are compared to validate the changes in the features. Larger fluctuations in the features F0, SoE and E are observed for infant cry due to pain, than due to discomfort.
机译:婴儿啼哭信号是一种通常音调高的生物医学声信号。婴儿啼哭是他唯一的交流手段,其产生涉及其特征的重大变化。可能在短时间段内快速变化会携带有关母亲可以感知到的哭声原因的信息。婴儿哭声的瞬时基本频率(Fo)比成人要高得多,因此需要不同的信号处理方法来进行婴儿啼哭信号的分析。在本文中,区分了由于疼痛与不适引起的婴儿啼哭信号的产生特征,探索了可能有助于开发自动化诊断系统的特征。生产功能为F0,使用激发强度(SoE)和信号能量(E)来分析为研究收集的“婴儿啼哭信号数据库”。激励源特性是使用改进的零频滤波方法得出的。比较声信号的频谱图和激发源特性,以验证特征的变化。对于因疼痛而不是不适引起的婴儿啼哭,观察到特征F0,SoE和E的波动较大。

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