Title :
Note identification in Carnatic Music from Frequency Spectrum
Author :
Prashanth, T.R. ; Venugopalan, Radhika
Author_Institution :
Comput. Sci. & Eng. Dept., Nat. Inst. of Technol., Trichy, India
Abstract :
Raga refers to melodic modes used in Indian Classical Music. It´s a series of five or more musical notes upon which a melody is made. Note identification forms the basis for Raga Identification in Music. Characterisation of a note in Carnatic Music is challenging due to the extensive use of Gamakas. In this paper, we propose a System that takes a wave file as input, analyses the frequency characteristics and performs note mapping. The prominent notes in the Raga are selected by a Statistical T Test based on the duration of occurrence of a note. A Test data of around 15 raga alapanas was used. The renditions ranged from 3-8 minute clips of various artistes, both male and female. The System performs with an accuracy of 90%.
Keywords :
acoustic signal processing; identification; music; statistical testing; Carnatic music; Indian classical music; Raga identification; frequency spectrum; note identification; note mapping; statistical T test; wave file; Auto Correlation; Hill Peak Heuristic; Octave Band-Pass Filter; Onset and Offset; T Test;
Conference_Titel :
Communications and Signal Processing (ICCSP), 2011 International Conference on
Conference_Location :
Calicut
Print_ISBN :
978-1-4244-9798-0
DOI :
10.1109/ICCSP.2011.5739406