Low Cost Journal,International Peer Reviewed and Refereed Journals,Fast Paper Publication approved journal IJEDR(ISSN 2321-9939) apply for ugc care approved journal, UGC Approved Journal, ugc approved journal, ugc approved list of journal, ugc care journal, care journal, UGC-CARE list, New UGC-CARE Reference List, UGC CARE Journals, ugc care list of journal, ugc care list 2020, ugc care approved journal, ugc care list 2020, new ugc approved journal in 2020, Low cost research journal, Online international research journal, Peer-reviewed, and Refereed Journals, scholarly journals, impact factor 7.37 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool)
INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH
(International Peer Reviewed,Refereed, Indexed, Citation Open Access Journal)
ISSN: 2321-9939 | ESTD Year: 2013

Current Issue

Call For Papers
July 2022

Volume 10 | Issue 3
Last Date : 29 July 2022
Review Results: Within 12-20 Days

For Authors

Archives

Indexing Partner

Research Area

LICENSE

Paper Details
Paper Title
Comparative Analysis of Random Forests and Inception-v3 for Broadcast Audio Classification
Authors
  Kamatchy B,  P. Dhanalakshmi

Abstract
This paper focuses on the comparative analysis of two different audio pattern classifiers for classifying TV broadcast audio data into one of five categories namely Advertisement, Cartoon, News, Songs and Sports. For Classifying TV broadcast audio data, machine learning algorithm Random Forests and deep learning pretrained model Inception -v3 are implemented and the results are compared. In this comparative analysis, the pretrained model Inception-v3 exhibits increased efficiency in classifying the broadcast audio data.

Keywords- Audio Segmentation, Mel Frequency Cepstral Coefficients (MFCC), Audio Classification, Inception-v3, Random Forests, Spectrogram, Transfer learning.
Publication Details
Unique Identification Number - IJEDR2004034
Page Number(s) - 206-210
Pubished in - Volume 8 | Issue 4 | December 2020
DOI (Digital Object Identifier) -   
Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  Kamatchy B,  P. Dhanalakshmi,   "Comparative Analysis of Random Forests and Inception-v3 for Broadcast Audio Classification", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.8, Issue 4, pp.206-210, December 2020, Available at :http://www.ijedr.org/papers/IJEDR2004034.pdf
Share This Article


Article Preview

ISSN Details




DOI Details



Providing A digital object identifier by DOI
How to get DOI?

For Reviewer /Referral (RMS)

Important Links

NEWS & Conference

Digital Library

Our Social Link

© Copyright 2022 IJEDR.ORG All rights reserved