论文标题

Butterworth,Chebyshev-I和椭圆形滤波器的设计和实施用于语音信号分析

Design and Implementation of Butterworth, Chebyshev-I and Elliptic Filter for Speech Signal Analysis

论文作者

Podder, Prajoy, Hasan, Md. Mehedi, Islam, Md. Rafiqul, Sayeed, Mursalin

论文摘要

在数字信号处理的领域,过滤器的功能是删除信号的不必要部分,例如也是不受欢迎的随机噪声。要从语音信号传输中删除噪声或提取信号的有用部分,例如位于一定频率范围内的组件,需要过滤器。滤波器广泛用于信号处理和通信系统,例如通道均衡,降低噪声,雷达,音频处理,语音信号处理,视频处理,生物医学信号处理,这是嘈杂的ECG,EEG,EMG信号过滤,电气电路分析和经济和财务数据的分析。在本文中,在理论上和实验中讨论了三种类型的无限脉冲响应过滤器,即Butterworth,Chebyshev I型和椭圆滤波器。 Butterworth,Chebyshev I型和Elliptic Low Pass,High Pass,Band Pass和Band Stop Filter在本文中使用MATLAB软件设计了。本文观察到了脉冲响应,幅度响应,Butterworth,Chebyshev I型的相位响应以及用于过滤语音信号的椭圆形滤波器。还发现了分析语音信号,其采样率和频谱响应。

In the field of digital signal processing, the function of a filter is to remove unwanted parts of the signal such as random noise that is also undesirable. To remove noise from the speech signal transmission or to extract useful parts of the signal such as the components lying within a certain frequency range, filters are necessary. Filters are broadly used in signal processing and communication systems in applications such as channel equalization, noise reduction, radar, audio processing, speech signal processing, video processing, biomedical signal processing that is noisy ECG, EEG, EMG signal filtering, electrical circuit analysis and analysis of economic and financial data. In this paper, three types of infinite impulse response filter i.e. Butterworth, Chebyshev type I and Elliptical filter have been discussed theoretically and experimentally. Butterworth, Chebyshev type I and elliptic low pass, high pass, band pass and band stop filter have been designed in this paper using MATLAB Software. The impulse responses, magnitude responses, phase responses of Butterworth, Chebyshev type I and Elliptical filter for filtering the speech signal have been observed in this paper. Analyzing the Speech signal, its sampling rate and spectrum response have also been found.

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