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Musical Instrument Classification using Higher Order Spectra and Hierarchical Taxonomies
by
F I Kazi,
D G Bhalke
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 107 - Number 17 |
| Year of Publication: 2014 |
| Authors: F I Kazi, D G Bhalke |
10.5120/18843-0242
|
F I Kazi, D G Bhalke . Musical Instrument Classification using Higher Order Spectra and Hierarchical Taxonomies. International Journal of Computer Applications. 107, 17 ( December 2014), 17-22. DOI=10.5120/18843-0242
@article{
10.5120/18843-0242,
author = {
F I Kazi,
D G Bhalke
},
title = { Musical Instrument Classification using Higher Order Spectra and Hierarchical Taxonomies },
journal = {
International Journal of Computer Applications
},
issue_date = { December 2014 },
volume = { 107 },
number = { 17 },
month = { December },
year = { 2014 },
issn = { 0975-8887 },
pages = {
17-22
},
numpages = {9},
url = {
https://ijcaonline.org/archives/volume107/number17/18843-0242/
},
doi = { 10.5120/18843-0242 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:41:19.071871+05:30
%A F I Kazi
%A D G Bhalke
%T Musical Instrument Classification using Higher Order Spectra and Hierarchical Taxonomies
%J International Journal of Computer Applications
%@ 0975-8887
%V 107
%N 17
%P 17-22
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract
In this paper classification of musical instruments is done using higher order spectra using different hierarchical taxonomies. Since last three decades higher order statistics techniques have been developed but until not applied to musical instrument classification. Present work uses higher order spectra to detect and quantify non gaussianity and nonlinearity along with MFCC.
References
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Index Terms
Computer Science
Information Sciences
Keywords