UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
Call for Paper
Volume 11 | Issue 3 | March 2024

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

Volume 9 Issue 6
June-2022
eISSN: 2349-5162

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

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIRFM06042


Registration ID:
403715

Page Number

238-242

Share This Article


Jetir RMS

Title

GENDER BASED CLASSIFICATION OF HINDI SONGS USING AUDIO FEATURES

Abstract

Hindi movies contain many songs which can be classified in various ways based on the properties of audio and video. This paper presents the classification of Hindi movie songs based on the gender of singer. Songs are classified into 3 classes: Male solo, Female solo and Duet. The main 2 steps of the algorithm are feature extraction and classification. Male and female generally differ in their frequency and pitch. Hence, pitch and other frequency based audio features like Zero Crossing Rates (ZCR), spectral centroid and energy entropy are used for this purpose. Based on these features classification is performed using a neural network.

Key Words

Song Classification, Audio Features, Pitch, Zero Crossing Rate, Spectral Centroid, Energy Entropy.

Cite This Article

" GENDER BASED CLASSIFICATION OF HINDI SONGS USING AUDIO FEATURES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 6, page no.238-242, June-2022, Available :http://www.jetir.org/papers/JETIRFM06042.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

" GENDER BASED CLASSIFICATION OF HINDI SONGS USING AUDIO FEATURES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 6, page no. pp238-242, June-2022, Available at : http://www.jetir.org/papers/JETIRFM06042.pdf

Publication Details

Published Paper ID: JETIRFM06042
Registration ID: 403715
Published In: Volume 9 | Issue 6 | Year June-2022
DOI (Digital Object Identifier):
Page No: 238-242
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

000257

Print This Page

Current Call For Paper

Jetir RMS