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Modeling the voice source in terms of spectral slopes

机译:根据频谱斜率对语音源建模

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摘要

A psychoacoustic model of the voice source spectrum is proposed. The model is characterized by four spectral slope parameters: the difference in amplitude between the first two harmonics (H1–H2), the second and fourth harmonics (H2–H4), the fourth harmonic and the harmonic nearest 2 kHz in frequency (H4–2 kHz), and the harmonic nearest 2 kHz and that nearest 5 kHz (2 kHz–5 kHz). As a step toward model validation, experiments were conducted to establish the acoustic and perceptual independence of these parameters. In experiment 1, the model was fit to a large number of voice sources. Results showed that parameters are predictable from one another, but that these relationships are due to overall spectral roll-off. Two additional experiments addressed the perceptual independence of the source parameters. Listener sensitivity to H1–H2, H2–H4, and H4–2 kHz did not change as a function of the slope of an adjacent component, suggesting that sensitivity to these components is robust. Listener sensitivity to changes in spectral slope from 2 kHz to 5 kHz depended on complex interactions between spectral slope, spectral noise levels, and H4–2 kHz. It is concluded that the four parameters represent non-redundant acoustic and perceptual aspects of voice quality.
机译:提出了一种声源频谱的心理声学模型。该模型的特征在于四个频谱斜率参数:前两个谐波(H1-H2),第二和第四谐波(H2-H4),第四谐波和频率上最接近2 kHz的谐波之间的幅度差(H4- 2 kHz),以及最接近2 kHz和最接近5 kHz(2 kHz-5 kHz)的谐波。作为迈向模型验证的一步,进行了实验以建立这些参数的声学和感知独立性。在实验1中,该模型适合大量语音源。结果表明,参数是可以相互预测的,但是这些关系是由于总体频谱下降所致。另外两个实验解决了源参数的感知独立性。侦听器对H1-H2,H2-H4和H4-2 sensitivitykHz的敏感度并未随相邻分量的斜率而变化,这表明对这些分量的敏感度很强。听众对从2 kHz到5 kHz的频谱斜率变化的敏感度取决于频谱斜率,频谱噪声水平和H4–2 kHz之间的复杂相互作用。结论是,这四个参数代表语音质量的非冗余声学和感知方面。

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