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A study on music annotations based on the compressed domain of MPEG audio

Research Project

Project/Area Number 21500097
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionThe University of Electro-Communications

Principal Investigator

HOSHI Mamoru  電気通信大学, 名誉教授 (80125955)

Co-Investigator(Kenkyū-buntansha) KOBAYAKAWA Michihiro  東京都立産業技術高等専門学校, 准教授 (00334582)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsマルチメディア / 楽曲アノテーション / 楽曲検索 / 楽曲圧縮ドメイン / 印象語
Research Abstract

In this study, we focused on music annotation using a sequence computed in encoding step of TwinVQ compression or from a bit-stream in compressed music data. We proposed three methods for, 1) music structure analysis using a sequence of auto-correlation coefficients, 2) music genre classification using a sequence of LPC cepstrum computed from bit-stream, 3) impression word annotation using LSP parameter directly extracted from bit-stream.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (4 results)

All 2011 2010

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (3 results)

  • [Journal Article] A Method for Music Structure Analysis Using MPEG-4 TwinVQ Audio Compression2010

    • Author(s)
      M.Kobayakawa, M.Hoshi
    • Journal Title

      Advances in Multimedia Information Processing-PCM2010, LNCS 6297

      Pages: 100-111

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Musical genre classification of MPEG-4 Twin VQ audio data2011

    • Author(s)
      Michihiro Kobayakawa, Mamoru Hoshi
    • Organizer
      Multimedia and Expo 2011(ICME2011)
    • Place of Presentation
      USB, Barcelona
    • Year and Date
      2011-07-15
    • Related Report
      2011 Final Research Report
  • [Presentation] Musical genre classification of MPEG-4 TwinVQ audio data2011

    • Author(s)
      M.KOBAYAKAWA, M.HOSHI
    • Organizer
      AdMIRe2011 in conjunction with the IEEE IC ME2012
    • Place of Presentation
      スペイン,バルセロナ
    • Year and Date
      2011-07-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Method for Music Structure Analysis Using MPEG-4 Twin VQ Audio Compression2010

    • Author(s)
      Michihiro Kobayakawa, Mamoru Hoshi
    • Organizer
      Multimedia Information Processing-PCM2010
    • Place of Presentation
      Shanghai, September
    • Year and Date
      2010-09-22
    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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