主动音调消除算法使用FFT与插值和零填充

Michal Luczynski, A. Dobrucki, S. Brachmański
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引用次数: 2

摘要

本文提出了一种消除声信号中音调分量的方法。音调分量是一种准周期信号,其幅值、频率和相位变化缓慢,有一定趋势,也有随机变化。主动消除一个单一的音调成分包括添加一个合成的极性相反的成分。主要的挑战是在频率分辨率和由采样采集和复位信号生成算法的操作引起的延迟之间找到妥协。消除分三个阶段实现:检测音调分量参数、合成抵消信号、将抵消信号加入输入信号。使用FFT变换进行检测,通过时间窗、频谱插值和零填充等方法提高了FFT变换的分辨率。还对各种合成抵消信号的方法进行了检验。与标准FFT变换相比,分析了检测误差。通过消去仿真分析了该算法的有效性。工作的结果是评价该方法在消除声信号的音调成分以及主动降低窄带噪声系统中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Active tone elimination algorithm using FFT with interpolation and zero-padding
This article presents a method for eliminating tonal components from acoustic signals. Tonal components are quasi-periodic signals whose amplitude, frequency and phase can change slowly with either a certain tendency or randomly. Active elimination of a single tonal component consists in adding a synthesized component with opposite polarity. The main challenge is to find a compromise between the frequency resolution and the delay resulting from the sample acquisition and the operation of the reset signal generation algorithm.The elimination is realized in three stages: detection of tonal components parameters, synthesis of the cancelling signal, addition of the cancelling signal to the input signal. Detection is carried out using the FFT transform, the resolution of which is increased by means of time windows, spectrum interpolation and zero-padding. Various methods of synthesis of the cancelling signal were also checked. An analysis of detection errors was performed compared to the standard FFT transform. An elimination simulation was also done to analyze the effectiveness of the reduction. The result of the work is the evaluation of the method for the application in the elimination of tonal components of acoustic signals as well as in systems of active reduction of narrowband noise.
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