CFP last date
22 April 2024
Call for Paper
May Edition
IJCA solicits high quality original research papers for the upcoming May edition of the journal. The last date of research paper submission is 22 April 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Human Emotion Recognition using ANN

by Renuka S. Lodha, M. A. Mechkul
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 170 - Number 10
Year of Publication: 2017
Authors: Renuka S. Lodha, M. A. Mechkul
10.5120/ijca2017914909

Renuka S. Lodha, M. A. Mechkul . Human Emotion Recognition using ANN. International Journal of Computer Applications. 170, 10 ( Jul 2017), 11-14. DOI=10.5120/ijca2017914909

@article{ 10.5120/ijca2017914909,
author = { Renuka S. Lodha, M. A. Mechkul },
title = { Human Emotion Recognition using ANN },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2017 },
volume = { 170 },
number = { 10 },
month = { Jul },
year = { 2017 },
issn = { 0975-8887 },
pages = { 11-14 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume170/number10/28105-2017914909/ },
doi = { 10.5120/ijca2017914909 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:18:13.275809+05:30
%A Renuka S. Lodha
%A M. A. Mechkul
%T Human Emotion Recognition using ANN
%J International Journal of Computer Applications
%@ 0975-8887
%V 170
%N 10
%P 11-14
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The aim of study of “Human Emotion Recognition By Speech Synthesis” is to make language interfaces in human-computer interaction applications more efficient. This study deals with the six emotions like anger, boredom, disgust, fear, happiness, sadness. Energy, MFCC (14), LPC (12), ZCR, Pitch, First three formant these six different features were extracted. Here Artificial Neural Network is used as classifier.

References
  1. Sindhu S Pandya, I/C Principal, Laxmi Institute of Computer Applications (BCA), Sarigam, Valsad, Gujarat),”Real-World Application of Neural Network” Automated Paper Assessment, International Journal of IT, Engineering and Applied Sciences Research (IJIEASR) ISSN: 2319-4413 Volume 2, No. 7, July 2013.
  2. Meghana Nagori, Sarita T. Sawale, V. P. Kshirsagar, “Emotions and Strategies for Preparation of Emotional Speech Database”, International Journal Of Computer Science And Applications Vol. 3, No. 1, January / February 2010 ISSN: 0974-1003.
  3. Fatin B. Sofia, Sahar K. Ahmed &Abdul-basit K. FaeqMosul University, “Emotion Recognition in Speech Using NeuralNetwork”, J.Edu.& Sci. , Vol. (21) No.(1) 2008.
  4. A. A. Khulage and Prof. B. V. Pathak., “ANALYSIS OF SPEECH UNDER STRESS USING LINEAR TECHNIQUES AND NON-LINEAR TECHNIQUES FOR EMOTION RECOGNITION SYSTEM “
  5. D.S.Shete , Prof. S.B. Patil ,Prof. S.B. Patil , “Zero crossing rate and Energy of the Speech Signal of Devanagari Script” , IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 4, Issue 1, Ver. I (Jan. 2014), PP 01-05 e-ISSN: 2319 – 4200, p-ISSN No. : 2319 – 4197.
  6. Christos Stergiou and Dimitrios Siganos ,”NEURAL NETWORKS”.
  7. Tin Lay Nwe , Say Wei Foo , Liyanage C. De Silva, “Speech emotion recognition using hidden Markov models”, Speech Communication 41 (2003) 603–623.
  8. Amiya Kumar Samantaray, “Development of a Real-time Embedded System for Speech Emotion Recognition”.
  9. Namrata Dave, 1G H Patel College of Engineering,Gujarat Technology University, INDIA, “Feature Extraction Methods LPC, PLP and MFCC In Speech Recognition”, Volume 1, Issue VI, July 2013.
Index Terms

Computer Science
Information Sciences

Keywords

Emotion Recognition Artificial Neural Network.

Powered by PhDFocusTM