UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 8
August-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1808770


Registration ID:
187385

Page Number

162-166

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Title

Speech/Music Classification using RBFNN

Abstract

Audio classification serves as the fundamental step towards the rapid growth in audio data volume. Automatic audio classification is very useful in audio indexing; content based audio retrieval and online audio distribution. The accuracy of the classification relies on the strength of the features and classification scheme. In this work a speech/music discrimination system is developed which utilizes the Discrete Wavelet Transform (DWT) as the acoustic feature. This paper analyses neural networks and their precision when they both stumble upon same targets in similar category. The analysis is done on radial basis function neural network (RBFNN) then a conclusion is formed on the basis of their performance and efficiency.

Key Words

Feature Extraction, Pattern Classification, Discrete Wavelet Transform, Radial Basis Function Neural Network.

Cite This Article

"Speech/Music Classification using RBFNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 8, page no.162-166, August-2018, Available :http://www.jetir.org/papers/JETIR1808770.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Speech/Music Classification using RBFNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 8, page no. pp162-166, August-2018, Available at : http://www.jetir.org/papers/JETIR1808770.pdf

Publication Details

Published Paper ID: JETIR1808770
Registration ID: 187385
Published In: Volume 5 | Issue 8 | Year August-2018
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.18308
Page No: 162-166
Country: Cuddalore, Tamilnadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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