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A Statistical, formant-pattern model for segregating vowel type and vocal-tract length in developmental formant data

机译:统计,共振峰模式模型,用于分离发育共振峰数据中的元音类型和声道长度

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摘要

This paper investigates the theoretical basis for estimating vocal-tract length (VTL) from the formant frequencies of vowel sounds. A statistical inference model was developed to characterize the relationship between vowel type and VTL, on the one hand, and formant frequency and vocal cavity size, on the other. The model was applied to two well known developmental studies of formant frequency. The results show that VTL is the major source of variability after vowel type and that the contribution due to other factors like developmental changes in oral-pharyngeal ratio is small relative to the residual measurement noise. The results suggest that speakers adjust the shape of the vocal tract as they grow to maintain a specific pattern of formant frequencies for individual vowels. This formant-pattern hypothesis motivates development of a statistical-inference model for estimating VTL from formant-frequency data. The technique is illustrated using a third developmental study of formant frequencies. The VTLs of the speakers are estimated and used to provide a more accurate description of the complicated relationship between VTL and glottal pulse rate as children mature into adults.
机译:本文研究了根据元音的共振峰频率估计声道长度(VTL)的理论基础。建立了统计推断模型,一方面描述了元音类型和VTL之间的关系,另一方面描述了共振峰频率和声腔大小。该模型被应用于共振峰频率的两个众所周知的发展研究。结果表明,VTL是元音类型变化的主要来源,并且由于其他因素(如口咽比率的变化),其贡献相对于残留的测量噪声很小。结果表明,说话者在成长过程中会调整声道的形状,以保持各个元音的共振峰频率的特定模式。该共振峰模式假设促使人们开发一种统计推断模型,用于从共振峰频率数据中估算VTL。使用共振峰频率的第三次开发研究说明了该技术。估计了说话者的VTL,并用来更准确地描述随着儿童成年后VTL和声门脉搏率之间的复杂关系。

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