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Reseach Article

Development of Isolated Marathi Words Emotional Speech Database

by V. B. Waghmare, R. R. Deshmukh, P. P. Shrishrimal, G. B. Janvale
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 94 - Number 4
Year of Publication: 2014
Authors: V. B. Waghmare, R. R. Deshmukh, P. P. Shrishrimal, G. B. Janvale
10.5120/16331-5611

V. B. Waghmare, R. R. Deshmukh, P. P. Shrishrimal, G. B. Janvale . Development of Isolated Marathi Words Emotional Speech Database. International Journal of Computer Applications. 94, 4 ( May 2014), 19-22. DOI=10.5120/16331-5611

@article{ 10.5120/16331-5611,
author = { V. B. Waghmare, R. R. Deshmukh, P. P. Shrishrimal, G. B. Janvale },
title = { Development of Isolated Marathi Words Emotional Speech Database },
journal = { International Journal of Computer Applications },
issue_date = { May 2014 },
volume = { 94 },
number = { 4 },
month = { May },
year = { 2014 },
issn = { 0975-8887 },
pages = { 19-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume94/number4/16331-5611/ },
doi = { 10.5120/16331-5611 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:16:41.883858+05:30
%A V. B. Waghmare
%A R. R. Deshmukh
%A P. P. Shrishrimal
%A G. B. Janvale
%T Development of Isolated Marathi Words Emotional Speech Database
%J International Journal of Computer Applications
%@ 0975-8887
%V 94
%N 4
%P 19-22
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The research work describes the procedure and the development of Isolated Marathi Emotional Speech Database. The database consists of samples, collected from 50 speakers including males and females who simulated the emotions producing by the Marathi utterances which are used in everyday communication and are interpretable in all applied emotions. The speech samples were enhanced by spectral subtraction method and distinguished by the various real life situations. The recorded speech samples were categorized in three basic categories i. e. Happy, Sad and Angry.

References
  1. Pukhraj Shrishrimal, R. R. Deshmukh, Vishal Waghmare, (2012, July) "Indian Language Speech Database: A Review". International Journal of Computer Application (IJCA) Vol 47, No. 5 pp. 17-21
  2. Ganesh B. Janvale, Vishal Waghmare, Vijay Kale and Ajit Ghodke "Recognition of Marathi Isolated Spoken Words Using Interpolation and DTW Techniques" ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention of Computer Society of India- Vol I Advances in Intelligent Systems and Computing Volume 248, 2014, pp 21-29
  3. Vishal B Waghmare, Ratnadeep R Deshmukh, Pukhraj P Shrishrimal (2012, July) "A Comparative Study of the Various Emotional Speech Databases". International Journal on Computer Science and Engineering, Vol 4, issue 6, pp. 1236-40
  4. Klaus R. Scherer, "What are emotions? And how can they be measured?" (2005) Trends and developments: research on emotions, Social Science Information Vol 44 – no 4, pp. 695–729.
  5. Vishal B Waghmare, Ratnadeep R Deshmukh (2014, February) "Development of Artificial Marathi Emotional Speech Database" in proceeding of 101st Indian Science Congress, Jammu, Indian
  6. Vishal B. Waghmare, Ratnadeep R. Deshmukh, Pukhraj P. Shrishrimal, Ganesh B. Janvale, "Emotion Recognition System from Artificial Marathi Speech using MFCC and LDA Techniques", Fifth International Conference on Advances in Communication, Network, and Computing – CNC 2014 (22-23 Feb 2014), Organized by ACEEE, Chennai, pp
  7. Wagner J. ,Jonghwa Kim, Andre E. (2005) "From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification" IEEE International Conference On Multimedia & Expo, Amsterdam. pp. 940 - 943.
  8. Philipos C. Loizou, "Speech Enhancement: Theory and Practice", CRC Press. June 7, 2007.
  9. Saeed V. Vaseghi, "Advanced Digital Signal Processing and Noise Reduction", Second edition, John Wiley & sons Ltd, pp. 333-354.
Index Terms

Computer Science
Information Sciences

Keywords

Speech Databases Emotion Speech Emotion Recognition Human Computer Interaction.