Paper Abstract and Keywords |
Presentation |
2008-06-27 11:45
The Music Analysis Method Based on Melody Analysis Tsukasa Endo, Shin-ichi Ito, Yasue Mitsukura (TUAT), Minoru Fukumi (The Univ. of Tokushima) NC2008-21 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a new method for analyzing the music automatically by melody analysis from audio signal. We extract the acoustic features by melody analysis. The proposed method considers music genres as the measure of music analysis. Then, we classify using multi-class classifiers based on support vector machine (SVM). Furthermore, we propose a visualization method of the musical structure by music genres. In order to show the effectiveness of proposed method, we demonstrate simulation examples. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Music Analysis / Melody Analysis / Support Vector Machine / Time-varying Complex Speech Analysis / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 101, NC2008-21, pp. 51-54, June 2008. |
Paper # |
NC2008-21 |
Date of Issue |
2008-06-19 (NC) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
NC2008-21 |
Conference Information |
Committee |
NC NLP |
Conference Date |
2008-06-26 - 2008-06-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
University of the Ryukyus |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Machine Learning Approach to Biodata Mining and Nonlinearity in Biological Phenomena, and General |
Paper Information |
Registration To |
NC |
Conference Code |
2008-06-NC-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
The Music Analysis Method Based on Melody Analysis |
Sub Title (in English) |
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Keyword(1) |
Music Analysis |
Keyword(2) |
Melody Analysis |
Keyword(3) |
Support Vector Machine |
Keyword(4) |
Time-varying Complex Speech Analysis |
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1st Author's Name |
Tsukasa Endo |
1st Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
2nd Author's Name |
Shin-ichi Ito |
2nd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
3rd Author's Name |
Yasue Mitsukura |
3rd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
4th Author's Name |
Minoru Fukumi |
4th Author's Affiliation |
The University of Tokushima (The Univ. of Tokushima) |
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Speaker |
Author-1 |
Date Time |
2008-06-27 11:45:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2008-21 |
Volume (vol) |
vol.108 |
Number (no) |
no.101 |
Page |
pp.51-54 |
#Pages |
4 |
Date of Issue |
2008-06-19 (NC) |
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