零频率滤波器的FPGA实现

N. Srinivas, G. Pradhan, P. Kumar
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引用次数: 5

摘要

Epoch是语音信号产生过程中产生显著激励的时刻。由于激励源和声道系统的时变特性,从语音中准确检测时代仍然是一个具有挑战性的研究领域。多年来,已经提出了几种用于检测时代的算法。在文献中提出的不同技术中,零频率滤波器(ZFF)方法对干净和退化的语音提供了更好的性能。最初在ZFF中提出的滤波器设计具有无限脉冲响应(IIR)滤波器,其后是两个去噪器。然后,将IIR的实现简化为有限脉冲响应(FIR)的实现。本文设计了ZFF的IIR、FIR实现的高效架构,并在现场可编程门阵列(FPGA)上实现了这两种实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA Implementation of Zero Frequency Filter
Epoch is the instant of significant excitation during the production of a speech signal. Due to time varying nature of the excitation source and the vocal tract system, accurate detection of epochs from the speech remains a challenging area of research. Over the years several algorithms have been proposed for the detection of epochs. Among different techniques proposed in the literature, the zero frequency filter (ZFF) approach provides better performance for clean and degraded speech. The filter design originally proposed in ZFF has an infinite impulse response (IIR) filter followed by two detrenders. Later, the IIR implementation is simplified to finite impulse response(FIR) realization. In this paper, we have designed the efficient architecture for IIR, FIR realization of ZFF and implemented these two realizations on field programmable gate array (FPGA).
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