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Paper Abstract and Keywords
Presentation 2012-12-13 11:00
Real-time Music Piece Identification in a Cover Performance Stream Using HMM-Based Automatic Chord Detection
Shogo Nakazawa, Masahiko Mikawa, Kazuyo Tanaka (Univ. of Tsukuba), Yoshiaki Itoh (Iwate Prefectural Univ.) PRMU2012-70 HIP2012-59
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes an improved method for real-time music piece identification in a cover performance stream. The previous method performed with low accuracy because of susceptibility to acoustic feature variations. In addition, it performed with reference music segments divided by manual operation and relatively high amount of computation. Since the chord progressions is usually constant between an original song and cover performance, the proposed method detects chord progressions in a music piece automatically by HMM. It adopts a two-stage processing using an inverted index for the text level processing and ShiftCDP method for the acoustic level processing to improve performance. This method needs no manual operation for dividing the reference music pieces. We confirm feasibility of the proposed method by experiments using a coversong dataset.
Keyword (in Japanese) (See Japanese page) 
(in English) Cover Song Identification / Automatic Chord Detection / Real-Time System / Hidden Markov Model / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 357, PRMU2012-70, pp. 1-6, Dec. 2012.
Paper # PRMU2012-70 
Date of Issue 2012-12-06 (PRMU, HIP) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF PRMU2012-70 HIP2012-59

Conference Information
Committee PRMU HIP  
Conference Date 2012-12-13 - 2012-12-14 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2012-12-PRMU-HIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Real-time Music Piece Identification in a Cover Performance Stream Using HMM-Based Automatic Chord Detection 
Sub Title (in English)  
Keyword(1) Cover Song Identification  
Keyword(2) Automatic Chord Detection  
Keyword(3) Real-Time System  
Keyword(4) Hidden Markov Model  
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1st Author's Name Shogo Nakazawa  
1st Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
2nd Author's Name Masahiko Mikawa  
2nd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
3rd Author's Name Kazuyo Tanaka  
3rd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
4th Author's Name Yoshiaki Itoh  
4th Author's Affiliation Iwate Prefectural University (Iwate Prefectural Univ.)
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Speaker
Date Time 2012-12-13 11:00:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-PRMU2012-70,IEICE-HIP2012-59 
Volume (vol) IEICE-112 
Number (no) no.357(PRMU), no.358(HIP) 
Page pp.1-6 
#Pages IEICE-6 
Date of Issue IEICE-PRMU-2012-12-06,IEICE-HIP-2012-12-06 


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