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Performance of the pitch-scaled harmonic filter and applications in speech analysis

机译:音调比例谐波滤波器的性能及其在语音分析中的应用

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摘要

The pitch-scaled harmonic filter (PSHF) is a technique for decomposing speech signals into their voiced and unvoiced constituents. In this paper, we evaluate its ability to reconstruct the time series of the two components accurately using a variety of synthetic, speech-like signals, and discuss its performance. These results determine the degree of confidence that can be expected for real speech signals: typically, 5 dB improvement in the signal-to-noise ratio (HNR) in the anharmonic component. A selection of the analysis oportunities that the decomposition offers is demonstrated on speech recording, including dynamic HNR estimation and separate linear prediction analyses of the two components. These new capabilities provided by the PSHF can facilitate discovering previously hidden features and investigating interactions of unvoiced sources, such as friction, with voicing.
机译:音高缩放谐波滤波器(PSHF)是一种用于将语音信号分解为有声和无声成分的技术。在本文中,我们评估了它使用各种合成的类似语音的信号准确地重建两个分量的时间序列的能力,并讨论了其性能。这些结果确定了真实语音信号可以预期的置信度:通常,非谐分量的信噪比(HNR)改善5 dB。在语音记录中演示了分解提供的分析机会的选择,包括动态HNR估计和两个成分的单独线性预测分析。 PSHF提供的这些新功能可以帮助发现以前隐藏的功能,并研究未发声源(例如摩擦声)与发声之间的相互作用。

著录项

  • 作者

    Jackson, PJB; Shadle, CH;

  • 作者单位
  • 年度 2000
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"de","name":"German","id":7}
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