语音参数提取中的适当窗口

Moushmi Kar, K. Thakur, A. Zadgaonkar, Bikesh Kr. Singh
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引用次数: 1

摘要

本文讨论了语音信号短期分析的困难,并表明适当的窗口对于获得可靠的频谱是至关重要的。一旦窗口操作得当,它就能清楚地显示Formant信息。本文主要研究了加窗对语音参数提取的影响。选择合适的窗口包括选择窗口的类型、长度和位置。理想情况下,窗口频谱应该有窄的主瓣和小的副瓣。我们设计了带通FIR滤波器,用于使用窗口方法估计语音参数,并比较了几种标准窗口的参数,这些参数反映了由于主瓣引起的分辨率下降和由于近副瓣引起的泄漏的影响。本文主要对处理旁瓣衰减的影响进行了尝试,并提出了用于短期分析的标准窗函数的最佳旁瓣衰减。
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Appropriate Windowing in Speech Parameter Extraction
This study discusses the difficulties of short term analysis of speech signals and shows that appropriate windowing is very crucial for obtaining reliable spectra. Once windowing is performed properly, it reveals clearly Formant information. In this paper we dealt with the effect of windowing in extraction of speech parameter. Choosing a appropriate window consists of selecting the type, length and placement of window. Ideally, the window spectrum would have a narrow main lobe and small side lobes. We design band pass FIR filters for estimation of speech parameters using window methods & compare several standard windows in terms of the parameters that reflect the effect of resolution degradation due to the mainlobe, leakage due to the near side lobe. In this paper attempt was carried out mainly to deal with the effect of side lobe attenuation and optimal side lobe attenuation for standard window function used in short term analysis has been proposed.
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