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Volumn , Issue , 2009, Pages 1545-1548

A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription

Author keywords

Beta divergence; Itakura Saito (IS) divergence; Music transcription; Non negative matrix factorization (NMF)

Indexed keywords

AUDIO POWER; BETA DIVERGENCE; EUCLIDEAN DISTANCE; GLOBAL MINIMA; ITAKURA-SAITO (IS) DIVERGENCE; LOCAL MINIMUMS; MUSIC DATA; MUSIC TRANSCRIPTION; NON-NEGATIVE MATRIX FACTORIZATION (NMF); NONNEGATIVE MATRIX FACTORIZATION; SCALE INVARIANCE; SHAPE PARAMETERS; SPECTROGRAMS; TEMPERATURE PARAMETERS;

EID: 70349202189     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4959891     Document Type: Conference Paper
Times cited : (23)

References (9)
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    • In press
    • C. Févotte, N. Bertin, and J.-L. Durrieu, "Nonnegative matrix factorization with the Itakura-Saito divergence. with application to music analysis," Neural Computation, 2008, In press. http://www.tsi.enst. fr/~fevotte/TechRep/techrep08 is-nmf.pdf.
    • (2008) Neural Computation
    • Févotte, C.1    Bertin, N.2    Durrieu, J.-L.3
  • 6
    • 70349226158 scopus 로고    scopus 로고
    • Initialization, distances and local minima in audio applications of the non-negative matrix factorization
    • N. Bertin and R. Badeau, "Initialization, distances and local minima in audio applications of the non-negative matrix factorization," in Proc. of Acoustics'08, JASA, 2008, http://perso.telecom-paristech.fr/ ~nbertin/publis/acoustics08.pdf.
    • (2008) Proc. of Acoustics'08, JASA
    • Bertin, N.1    Badeau, R.2
  • 8
    • 33645702834 scopus 로고    scopus 로고
    • Robustifying maximum likelihood estimation,
    • Tech. Rep, Tokyo Institute of Statistical Mathematics, available at
    • S. Eguchi and Y. Kano, "Robustifying maximum likelihood estimation," Tech. Rep., Tokyo Institute of Statistical Mathematics, 2001, available at http://www.ism.ac.jp/~eguchi/ pdf/RobustifyMLE.pdf.
    • (2001)
    • Eguchi, S.1    Kano, Y.2
  • 9
    • 33847655586 scopus 로고    scopus 로고
    • A generalized divergence measure fon nonnegative matrix factorization
    • R. Kompass, "A generalized divergence measure fon nonnegative matrix factorization," Neural Computation, vol. 19(3), pp. 780-791, 2003.
    • (2003) Neural Computation , vol.19 , Issue.3 , pp. 780-791
    • Kompass, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.