UGC Approved Journal no 63975(19)

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

Volume 7 Issue 10
October-2020
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2010463


Registration ID:
302861

Page Number

3554-3559

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Title

ROBUST STRESS SPEECH RECOGNITION USING MFCC AND NEURAL NETWORK

Abstract

A number of methods have been developed in the field of human-computer interaction. The aim of this research is to observe and analyze the impact of emotions on the performance of individuals while performing their duties. In this article, the detection accuracy of the designed stress speech recognition system is measured for the students of collage during the exam time. To extract features, Mel Frequency Cepstral Coefficient is used along with grasshopper and Artificial Neural Network (ANN) as an optimization and classification technique respectively. The speech sample of students is collected manually and dataset of 30 students is formed. From the test results examined in MATLAB, the emotions are categorized into three types, high, medium and low. The detection accuracy of about 93.93 % is obtained.

Key Words

Stress, Speech, MFCC, Grasshopper, ANN.

Cite This Article

"ROBUST STRESS SPEECH RECOGNITION USING MFCC AND NEURAL NETWORK", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 10, page no.3554-3559, October-2020, Available :http://www.jetir.org/papers/JETIR2010463.pdf

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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

"ROBUST STRESS SPEECH RECOGNITION USING MFCC AND NEURAL NETWORK", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 10, page no. pp3554-3559, October-2020, Available at : http://www.jetir.org/papers/JETIR2010463.pdf

Publication Details

Published Paper ID: JETIR2010463
Registration ID: 302861
Published In: Volume 7 | Issue 10 | Year October-2020
DOI (Digital Object Identifier):
Page No: 3554-3559
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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