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

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TLDR
Three types of infinite impulse response filter i.e. 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.
Abstract
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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Citations
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Journal ArticleDOI

Wave Signatures in Total Electron Content Variations: Filtering Problems

TL;DR: Analysis of TEC variations of 2–10 min, 10–20 min, and 20–60 min under insufficient detrending conditions showed that the higher errors appear for the longer periods, and the smoothing cubic spline provided the best results among the algorithms discussed in this paper.
Journal ArticleDOI

Just Find It: The Mymo Approach to Recommend Running Shoes

TL;DR: This work addresses the need for a deployable, inexpensive product with the ability to accurately assess running shoe-type recommendation through quantitative analysis of the running gait from 203 individuals through use of a tri-axial accelerometer and tri-AXial gyroscope-based wearable (Mymo).
Journal ArticleDOI

An efficient motion magnification system for real-time applications

TL;DR: This study presents a new magnification method that outperforms other magnification techniques in terms of noise removal, video quality at large magnification factor and execution time and demonstrates the superior performance of the proposed magnification method regarding all video quality metrics used.
Journal ArticleDOI

EEG Self-Adjusting Data Analysis Based on Optimized Sampling for Robot Control

TL;DR: An optimized data sampling model is proposed to identify the status of the human brain and further discover brain activity patterns, and an efficient method for recognizing human thinking and brain signals with entropy-based frequent patterns (FPs) is proposed.
References
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Book

Digital Signal Processing: Principles, Algorithms, and Applications

TL;DR: This paper presents a meta-analysis of the Z-Transform and its application to the Analysis of LTI Systems, and its properties and applications, as well as some of the algorithms used in this analysis.
Book

Digital Signal Processing Using MATLAB and Wavelets

Michael Weeks
TL;DR: The Digital Signal Processing Using MATLAB and Wavelets, Second Edition as mentioned in this paper focuses on the practical applications of signal processing over 100 MATLAB examples and wavelet techniques provide the latest applications of DSP, including image processing, games, filters, transforms, networking, parallel processing, and sound.
Book

Design and Analysis of Analog Filters: A Signal Processing Perspective

TL;DR: In this paper, the authors present an approximate design and analysis of an analog filter and its implementation and analysis, as well as an implementation of the approximate design method and its analysis. Butterworth and Chebyshev type I and II filters are discussed.
Book

Digital signal and image processing using MATLAB

TL;DR: This book is an introduction to MATLAB used for image processing and statistics, with a focus on randomness, and an explanation of the Least Squares Method.
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