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1 DEIM Forum 2011 B {t08099ai, kurabaya, A Music Search Database System with a Selector for Impressive-Sections of Continuous Data Aya ICHINOSE Shuichi KURABAYASHI and Yasushi KIYOKI Faculty of Environment and Information Studies, Keio University 5322 Endo, Fujisawa, Kanagawa, Japan {t08099ai, kurabaya, kiyoki}@sfc.keio.ac.jp Abstract This paper presents a music search system that retrieves music by extracting impressive-sections along a timeline. This system realizes an automatic time-duration selector that detects repetitions and bridges by analyzing physical and structural music features, such as pitch and tonality. This system enables users to submit emotive keywords as a query for retrieving music according to the impressive changes in each music piece. This paper shows a prototype system that searches MIDI music files by analyzing them automatically. This paper also shows several experimental results for clarifying the feasibility of the system. Keyword MultimediaMusicSearchPersonalization 1. PC [9] PC [1], [2] [6][7][8]
2
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4 m 2.3. MIDI Step-1 [PMAT ] MIDI PMAT MIDI 0 PMAT Step-2 [TMAT ] Step-2 Step-1 PMAT Krumhansl-Schmuckler [3] TMAT Krumhansl-Schmuckler TMAT Step-3 [] Step-3 Step-2 TMAT TMAT 3 Step-4 [] Step-4 Step-1 PMAT PMAT 4 t 25 Step-5 [] Step-5 Step-3, EMAT
5 EMAT 24 5 happy, sad, warm, cool, angry EMAT [5] EMAT 5 E EMAT i k Mp i j 2.5. EMAT EMAT Java CD 10 Energy flow () Addicted To You R B MOVIN ON R B WITHOUT YOU KinKi Kids J-POP Precious Time SPEED J-POP LOVE J-POP() Winter, again GLAY () GLAY HEAVEN S DRIVE L Arc-en-Ciel
6 t t = 20 t t = J-POP EMAT EMAT 24 5 happy, sad, warm, cool, angry
7 8 EMAT J-POP Precious Time Precious Time EMAT 11 C Am G Dm happy sad angry cool warm EMAT 12 9 EMAT 5.
8 2 1 [4] D.Temperley: Music and Probability, MIT Press, ISBN , [5] :,, [6] Hanna, P., Robine, M. and Rocher, T. "An alignment based system for chord sequence retrieval". In Proceedings of the Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries. ACM, pp , [7],,. "Web ". 19 DEWS2008 [8] Sahori Imai, Shuichi Kurabayashi and Yasushi Kiyoki: "A Music Database System with Content Analysis and Visualization Mechanisms," In Proceedings of the IASTED International Symposium on Distributed and Intelligent Multimedia Systems, pp , [9] 2009, [1], : " ", 60 11, (2004), pp [2] and. " : 7. "., Vol.50, No.08, pp , [3] Krumhansl, C. L. "The Cognition of Tonality - as We Know it Today". Journal of New Music Research, 33, 3, pp , 2004.
Microsoft Word - toyoshima-deim2011.doc
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