A Filter Based Approach for Enhancing Audio Signal Clarity Using Simulink

Noise reducing filters play a significant role in signal processing aiming towards high performance quality. Additionally bandwidth conservation, high sensitivity can also be achieved by implementation of filters. In this paper, performance of various filters has been analysed for a monotonic audio speech input signal. Also, a graphic equalizer has been implemented and its response has been observed. Both theoretical evaluation and numerical simulation of filters has been done maintaining the same input sample frequency at its output. Based on the simulation results, it is evident that signal quality of an audio signal can be enhanced by implementing filters for various applications such as speech recognition. podcasting, music production and synthesis.

Authors

Institutions

Publication Details

Published
2024-12-17
DOI
https://doi.org/10.1109/icicnis64247.2024.10823105
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Filter Based Approach for Enhancing Audio Signal Clarity Using Simulink

S. Krithiga, S. Malarvizhi, A. Rajaraman
Speech and Audio Processing
article

A Filter Based Approach for Enhancing Audio Signal Clarity Using Simulink

S. Krithiga, S. Malarvizhi, A. Rajaraman
article en

Abstract

Noise reducing filters play a significant role in signal processing aiming towards high performance quality. Additionally bandwidth conservation, high sensitivity can also be achieved by implementation of filters. In this paper, performance of various filters has been analysed for a monotonic audio speech input signal. Also, a graphic equalizer has been implemented and its response has been observed. Both theoretical evaluation and numerical simulation of filters has been done maintaining the same input sample frequency at its output. Based on the simulation results, it is evident that signal quality of an audio signal can be enhanced by implementing filters for various applications such as speech recognition. podcasting, music production and synthesis.

SRM Institute of Science and Technology (IN)
Openalex Percentile: Top 72%
Speech and Audio Processing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.