Hybridisation of Mel Frequency Cepstral Coefficient and Higher Order Spectral Features for Musical Instruments Classification

Hybridisation of Mel Frequency Cepstral Coefficient and Higher Order Spectral Features for Musical Instruments Classification

This paper presents the classification of musical instruments using Mel Frequency Cepstral Coefficients (MFCC) and Higher Order Spectral features. MFCC, cepstral, temporal, spectral, and timbral features have been widely used in the task of musical instrument classification. As music sound signal is...

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Bibliographic Details
Main Authors: Daulappa Guranna BHALKE, C. B. RAMA RAO, Dattatraya BORMANE
Format: Article
Language:English
Published: Institute of Fundamental Technological Research Polish Academy of Sciences 2016-02-01
Series:Archives of Acoustics
Subjects:
feature extraction
MFCC
HOS
bispectrum
bicoherence
non-linearity
Online Access:https://acoustics.ippt.pan.pl/index.php/aa/article/view/1467
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