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在重分配频谱图中从脉冲中分离成分。

Separation of components from impulses in reassigned spectrograms.

作者信息

Fulop Sean A, Fitz Kelly

机构信息

Department of Linguistics, California State University, Fresno, California 93740-8001, USA.

出版信息

J Acoust Soc Am. 2007 Mar;121(3):1510-8. doi: 10.1121/1.2431329.

Abstract

Two computational methods for pruning a reassigned spectrogram to show only quasisinusoidal components, or only impulses, or both, are presented mathematically and provided with step-by-step algorithms. Both methods compute the second-order mixed partial derivative of the short-time Fourier transform phase, and rely on the conditions that components and impulses are each well-represented by reassigned spectrographic points possessing particular values of this derivative. This use of the mixed second-order derivative was introduced by Nelson [J. Acoust. Soc. Am. 110, 2575-2592 (2001)] but here our goals are to completely describe the computation of this derivative in a way that highlights the relations to the two most influential methods of computing a reassigned spectrogram, and also to demonstrate the utility of this technique for plotting spectrograms showing line components or impulses while excluding most other points. When applied to speech signals, vocal tract resonances (formants) or glottal pulsations can be effectively isolated in expanded views of the phonation process.

摘要

本文从数学角度介绍了两种用于修剪重新分配频谱图的计算方法,这两种方法可以只显示准正弦分量,或只显示脉冲,或同时显示两者,并给出了逐步算法。两种方法都计算短时傅里叶变换相位的二阶混合偏导数,并依赖于这样的条件:分量和脉冲分别由具有该导数特定值的重新分配频谱点很好地表示。这种混合二阶导数的用法由尼尔森引入[《美国声学学会杂志》110, 2575 - 2592 (2001)],但在这里我们的目标是以一种突出与计算重新分配频谱图的两种最具影响力方法之间关系的方式,完整地描述该导数的计算,并且还要展示这种技术在绘制显示线状分量或脉冲同时排除大多数其他点的频谱图方面的效用。当应用于语音信号时,声道共振(共振峰)或声门脉动可以在发声过程的扩展视图中有效地分离出来。

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