Paper Title

Acoustic Event Classification using MFCC and MP Algorithm

Authors

Gunavathi , Geethesh , Leora Dsouza , Mohammad Rizwan Khader , Sunil B.N

Keywords

MFCC, MP algorithm, classification, feature extraction

Abstract

This paper presents our experiments on acoustic scene classification. Classification of acoustic scene to extract the audio features is a tough task because of the diversity in their nature. Extracting the appropriate features is an important task for increasing the efficiency of the classification. Using MFCC features alone will not achieve a maximum efficiency in characterization of acoustic scenes. Here we use MFCC algorithm along with MP Algorithm to classify the acoustic scenes. Here we use Support Vector Machine Algorithm to train the machine. Classifier model is built using libSVM for training samples and the machine is then able to recognize various acoustic Scenes. Results shows that Acoustic scene classification achieves better accuracy when MP algorithm is used along with MFCC.

How To Cite

"Acoustic Event Classification using MFCC and MP Algorithm", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.2, Issue 5, page no.28 - 31, April-2017, Available :https://ijsdr.org/papers/IJSDR1705006.pdf

Issue

Volume 2 Issue 5, April-2017

Pages : 28 - 31

Other Publication Details

Paper Reg. ID: IJSDR_170246

Published Paper Id: IJSDR1705006

Downloads: 000347040

Research Area: Engineering

Country: dakshina kannada, karnataka, India

Published Paper PDF: https://ijsdr.org/papers/IJSDR1705006

Published Paper URL: https://ijsdr.org/viewpaperforall?paper=IJSDR1705006

About Publisher

ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJSDR(IJ Publication) Janvi Wave

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