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The Emotional Effect of Semi Classical Carnatic Music using Linguistic Aggregated Fuzzy Relational Maps

by A. Victor Devadoss, S. Aseervatham
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 114 - Number 2
Year of Publication: 2015
Authors: A. Victor Devadoss, S. Aseervatham
10.5120/19951-1767

A. Victor Devadoss, S. Aseervatham . The Emotional Effect of Semi Classical Carnatic Music using Linguistic Aggregated Fuzzy Relational Maps. International Journal of Computer Applications. 114, 2 ( March 2015), 26-32. DOI=10.5120/19951-1767

@article{ 10.5120/19951-1767,
author = { A. Victor Devadoss, S. Aseervatham },
title = { The Emotional Effect of Semi Classical Carnatic Music using Linguistic Aggregated Fuzzy Relational Maps },
journal = { International Journal of Computer Applications },
issue_date = { March 2015 },
volume = { 114 },
number = { 2 },
month = { March },
year = { 2015 },
issn = { 0975-8887 },
pages = { 26-32 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume114/number2/19951-1767/ },
doi = { 10.5120/19951-1767 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:51:38.371354+05:30
%A A. Victor Devadoss
%A S. Aseervatham
%T The Emotional Effect of Semi Classical Carnatic Music using Linguistic Aggregated Fuzzy Relational Maps
%J International Journal of Computer Applications
%@ 0975-8887
%V 114
%N 2
%P 26-32
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

People's primary motivation for listening to music is its emotional effect. Assigning musical emotion to a song segment in a deterministic way does not work well because not all people share the same feeling for a song. The success of becoming a hit song from the same raga song among people is its musical features within the song. The subjective nature of listening knowledge of human to different Carnatic raga perception suggests that fuzzy logic is a more appropriate tool for an unsupervised data. This paper deals with the Linguistic Aggregated Fuzzy Relational Maps which is the combination of the linguistic variables with their aggregation and Fuzzy Relational Maps. LAFRMs method is mostly used for humans' expression or feelings expressed for the causes and its effects in terms of linguistic languages. The process of expressing linguistic knowledge is described as unsupervised data. The problem of musical emotions caused by thirteen Carnatic ragas based Tamil songs were analyzed using LAFRMs. This is the first attempt of using fuzzy tool to analyze this problem. The result shows the effectiveness of the proposed method for the application in this linguistic environment.

References
  1. Gopala Krishna Koduri, Bipin Indurkhya, "A Behavioral Study of Emotions in South Indian Classical Music and its Implications in Music Recommendation Systems", SAPMIA'10, ACM, Firenze, Italy, October 29, 2010.
  2. Parag Chordia and Alex Rae, "Understanding Emotion in Raag: An Empirical Study of Listener Responses", International Conference on Mathematical Computing (ICMC), Atlanta, 2007.
  3. Patrik N. Juslin & Daniel Vastfjall, "Emotional responses to music: The need to consider underlying mechanisms", Behavioral and Brain Sciences 31, Cambridge University Press, 2008, p. 559-621.
  4. Patra B. G. , Das D. & Bandyopadhyay S. , "Automatic Music Mood Classification of Hindi Songs", Proceedings of the 3rd Workshop on Sentiment Analysis where AI meets Psychology, Japan, 2013, p. 24-28.
  5. Richard J. D. , Scherer K. R. , Hill Goldsmith H, "Handbook of Affective Sciences", Series in Affective Sciences, Oxford University Press, 2003.
  6. Shivani Yardi, Elaine Chew, "Giving Ragas the Time of Day: Linking structure, emotion and performance time in North Indian Classical Music using the Harmonic Network", Proceedings of the 8th International Conference on Music Perception & Cognition (ICMPC), Evanston, IL, USA, 2004, p. 705-708.
  7. Vasantha Kandasamy W. B. and Yasmin,S. "FRM to analyse the Employee–Employer Relationship", Journal of Bihar Mathematical Society, Vol. 21, 2001, p. 25-34.
  8. Vasantha Kandasamy W. B. , Florentin Smarandache and Ilanthenral, "Elementary Fuzzy Matrix Theory and Fuzzy Models for Social Scientists", Automaton, Printed in the United States of America, 2007.
  9. Victor Devadoss A. , Aseervatham S. , "Analyze the Effect of Western Classical Music in Chennai using Categorized CETD Matrix" International Journal of Scientific and Engineering Research, Vol. 05(08), August, 2014, p. 842-854.
  10. Zadeh L. A. , "Fuzzy sets". Information Control 8(3), 1965, p. 338–353.
  11. Zadeh L. A. , "The concept of a linguistic variable and its application to approximate reasoning (Part II)", Information Sciences, Vol. 08, 1975, p. 301–357.
  12. Zeshui Xu, "Uncertain linguistic aggregation operators based approach to Multiple Attribute Group Decision Making under uncertain linguistic environment". Information Sciences, Vol. 168 (01–04), 2004, p. 171–184.
Index Terms

Computer Science
Information Sciences

Keywords

Linguistic variables Triangular fuzzy number Fuzzy relational maps Carnatic raga Musical feature.

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