Paper Abstract and Keywords |
Presentation |
2013-02-19 10:20
A Note on Classical Music Classification Based on Acoustic Features Keiichi Matsuno, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper presents a classification method of classical music composer based on acoustic features. The proposed method calculates non-linear subspaces about composers and target music piece using acoustic features extracted from classical music pieces. Next, our method applies the kernel constraint mutual subspace method (KCMSM) to these non-linear subspaces. Then, this method applies the KCMSM to all combinations of two classes, and determines the final classification results by majority vote. Experimental results are shown to verify the performance of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Acoustic features / Music classification / Classical music / Subspace method / / / / |
Reference Info. |
ITE Tech. Rep., vol. 37, no. 8, ME2013-44, pp. 111-115, Feb. 2013. |
Paper # |
ME2013-44 |
Date of Issue |
2013-02-11 (HI, ME, AIT) |
ISSN |
Print edition: ISSN 1342-6893 |
Download PDF |
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Conference Information |
Committee |
IEICE-ITS IEICE-IE AIT HI ME |
Conference Date |
2013-02-18 - 2013-02-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
ITS Image Processsing, Image Medium, Vision, etc. |
Paper Information |
Registration To |
ME |
Conference Code |
2013-02-ITS-IE-AIT-HI-ME |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Note on Classical Music Classification Based on Acoustic Features |
Sub Title (in English) |
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Keyword(1) |
Acoustic features |
Keyword(2) |
Music classification |
Keyword(3) |
Classical music |
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Subspace method |
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1st Author's Name |
Keiichi Matsuno |
1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
2nd Author's Name |
Takahiro Ogawa |
2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
3rd Author's Name |
Miki Haseyama |
3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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Speaker |
Author-1 |
Date Time |
2013-02-19 10:20:00 |
Presentation Time |
20 minutes |
Registration for |
ME |
Paper # |
HI2013-16, ME2013-44, AIT2013-16 |
Volume (vol) |
vol.37 |
Number (no) |
no.8 |
Page |
pp.111-115 |
#Pages |
5 |
Date of Issue |
2013-02-11 (HI, ME, AIT) |
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