메뉴 건너뛰기




Volumn 18, Issue 3, 2010, Pages 519-527

Generative spectrogram factorization models for polyphonic piano transcription

Author keywords

Frequency estimation; Matrix decomposition; Music information retrieval (MIR); Spectral analysis; Time frequency analysis

Indexed keywords

AUDIO SIGNAL; DATA SETS; EXPECTATION-MAXIMIZATION ALGORITHMS; FACTORIZATION MODEL; GENERATIVE MODEL; HARMONICITY; INTENSITY-BASED; LABELED TRAINING DATA; MATRIX FACTORIZATIONS; MODEL BASED APPROACH; MUSIC INFORMATION RETRIEVAL; NONNEGATIVE MATRIX FACTORIZATION; OBSERVED DATA; PARAMETRIZATIONS; PIANO MUSIC; SOURCE SEPARATION; SPECTRAL ANALYSIS; SPECTRAL CHARACTERISTICS; SPECTROGRAMS; TIME FREQUENCY;

EID: 76949105125     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2009.2029769     Document Type: Article
Times cited : (16)

References (30)
  • 1
    • 33846199251 scopus 로고    scopus 로고
    • A discriminative model for polyphonic piano transcription
    • G. E. Poliner and D. P. W. Ellis, "A discriminative model for polyphonic piano transcription," EURASIP J. Adv. Signal Process., vol.2007, pp. 154-162, 2007.
    • (2007) EURASIP J. Adv. Signal Process. , vol.2007 , pp. 154-162
    • Poliner, G.E.1    Ellis, D.P.W.2
  • 3
    • 2642557862 scopus 로고    scopus 로고
    • A connectionist approach to automatic transcription of polyphonic piano music
    • Jun.
    • M. Marolt, "A connectionist approach to automatic transcription of polyphonic piano music," IEEE Trans. Multimedia, vol.6, no.3, pp. 439-449, Jun. 2004.
    • (2004) IEEE Trans. Multimedia , vol.6 , Issue.3 , pp. 439-449
    • Marolt, M.1
  • 7
    • 4544241036 scopus 로고    scopus 로고
    • Bayesian estimation of simultaneous musical notes based on frequency domain modelling
    • Montreal, QC, Canada
    • K. Kashino and S. J. Godsill, "Bayesian estimation of simultaneous musical notes based on frequency domain modelling," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Montreal, QC, Canada, 2004, pp. IV-305-IV-308.
    • (2004) Proc. IEEE Int. Conf. Acoust., Speech, Signal Process.
    • Kashino, K.1    Godsill, S.J.2
  • 8
    • 17344378590 scopus 로고    scopus 로고
    • Bayesian harmonic models for musical pitch estimation and analysis
    • Orlando, FL
    • S. J. Godsill and M. Davy, "Bayesian harmonic models for musical pitch estimation and analysis," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Orlando, FL, 2002, pp. 1769-1772.
    • (2002) Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. , pp. 1769-1772
    • Godsill, S.J.1    Davy, M.2
  • 9
    • 33144463127 scopus 로고    scopus 로고
    • Unsupervised analysis of polyphonic music by sparse coding
    • Jan.
    • S. A. Abdallah and M. D. Plumbley, "Unsupervised analysis of polyphonic music by sparse coding," IEEE Trans. Neural Netw., vol.17, no.1, pp. 179-196, Jan. 2006.
    • (2006) IEEE Trans. Neural Netw. , vol.17 , Issue.1 , pp. 179-196
    • Abdallah, S.A.1    Plumbley, M.D.2
  • 12
    • 55949136407 scopus 로고    scopus 로고
    • Efficient Bayesian inference for harmonic models via adaptive posterior factorization
    • Dec.
    • E. Vincent and M. D. Plumbley, "Efficient Bayesian inference for harmonic models via adaptive posterior factorization," Neurocomputing, vol.72, pp. 79-87, Dec. 2008.
    • (2008) Neurocomputing , vol.72 , pp. 79-87
    • Vincent, E.1    Plumbley, M.D.2
  • 13
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the em algorithm
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. R. Statist., Ser. B, vol.39, no.1, pp. 1-38, 1977.
    • (1977) J. R. Statist., Ser. B , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 14
    • 0002788893 scopus 로고    scopus 로고
    • A view of the em algorithm that justifies incremental, sparse, and other variants
    • Cambridge, MA, USA: MIT Press
    • R. M. Neal and G. E. Hinton, "A view of the EM algorithm that justifies incremental, sparse, and other variants," in Learning in Graphical Models. Cambridge, MA, USA: MIT Press, 1999, pp. 355-368.
    • (1999) Learning in Graphical Models , pp. 355-368
    • Neal, R.M.1    Hinton, G.E.2
  • 15
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • Nov.
    • M. I. Jordan, Z. Ghahramani, T. S. Jaakkola, and L. K. Saul, "An introduction to variational methods for graphical models," Mach. Learn., vol.37, pp. 183-233, Nov. 1999.
    • (1999) Mach. Learn. , vol.37 , pp. 183-233
    • Jordan, M.I.1    Ghahramani, Z.2    Jaakkola, T.S.3    Saul, L.K.4
  • 16
    • 3543026876 scopus 로고    scopus 로고
    • Bayesian variable selection and regularization for time-frequency surface estimation
    • Aug.
    • P. Wolfe, S. J. Godsill, and W. Ng, "Bayesian variable selection and regularization for time-frequency surface estimation," J. R. Statist. Soc. Series B, vol.66, pp. 575-589, Aug. 2004.
    • (2004) J. R. Statist. Soc. Series B , vol.66 , pp. 575-589
    • Wolfe, P.1    Godsill, S.J.2    Ng, W.3
  • 17
    • 84898964201 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • D. D. Lee and H. S. Seung, "Algorithms for non-negative matrix factorization," Adv. Neural Inf. Process. Syst., pp. 556-562, 2001.
    • (2001) Adv. Neural Inf. Process. Syst. , pp. 556-562
    • Lee, D.D.1    Seung, H.S.2
  • 19
    • 76949084578 scopus 로고    scopus 로고
    • Bayesian inference in non-negative matrix factorisation models
    • Dept. Eng., Univ. Cambridge, U.K.
    • A. T. Cemgil, "Bayesian inference in non-negative matrix factorisation models," Dept. Eng., Univ. Cambridge, U.K., 2008, Tech. Rep. CUED/F-INFENG/TR.609.
    • (2008) Tech. Rep. CUED/F-INFENG/TR.609
    • Cemgil, A.T.1
  • 20
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • Oct.
    • D. D. Lee and H. S. Seung, "Learning the parts of objects by non-negative matrix factorization," Nature, vol.401, pp. 788-791, Oct. 1999.
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 22
    • 51449099910 scopus 로고    scopus 로고
    • Harmonic and inharmonic nonnegative matrix factorization for polyphonic pitch transcription
    • Las Vegas, NV
    • E. Vincent, N. Berlin, and R. Badeau, "Harmonic and inharmonic nonnegative matrix factorization for polyphonic pitch transcription," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Las Vegas, NV, 2008, pp. 109-112.
    • (2008) Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. , pp. 109-112
    • Vincent, E.1    Berlin, N.2    Badeau, R.3
  • 24
    • 33747169401 scopus 로고    scopus 로고
    • A hybrid graphical model for aligning polyphonic audio with musical scores
    • Barcelona, Spain
    • C. Raphael, "A hybrid graphical model for aligning polyphonic audio with musical scores," in Proc. 5th Int. Conf. Musical Inf. Retrieval, Barcelona, Spain, 2004, pp. 387-394.
    • (2004) Proc. 5th Int. Conf. Musical Inf. Retrieval , pp. 387-394
    • Raphael, C.1
  • 27
    • 38149025003 scopus 로고    scopus 로고
    • Conjugate gamma Markov random fields for modelling nonstationary sources
    • Berlin, Heidelberg, Germany: Springer-Verlag
    • A. T. Cemgil and O. Dikmen, "Conjugate gamma Markov random fields for modelling nonstationary sources," in Independent Component Analysis and Signal Separation. Berlin, Heidelberg, Germany: Springer-Verlag, 2007, pp. 697-705.
    • (2007) Independent Component Analysis and Signal Separation , pp. 697-705
    • Cemgil, A.T.1    Dikmen, O.2
  • 28
    • 76949098090 scopus 로고    scopus 로고
    • Inference and parameter estimation in gamma chains
    • Dept. Eng., Univ. Cambridge, Cambridge, U.K.
    • O. Dikmen and A. T. Cemgil, "Inference and parameter estimation in gamma chains," Dept. Eng., Univ. Cambridge, Cambridge, U.K., 2008, Tech. Rep. CUED/F-INFENG/TR.596.
    • (2008) Tech. Rep. CUED/F-INFENG/TR.596
    • Dikmen, O.1    Cemgil, A.T.2
  • 30
    • 63249085556 scopus 로고    scopus 로고
    • Nonnegative matrix factorization with the Itakura-Saito divergence with application to music analysis
    • Mar.
    • C. Févotte, N. Bertin, and J.-L. Durrieu, ""Nonnegative matrix factorization with the Itakura-Saito divergence with application to music analysis," Neural Comput., vol. 21, pp. 793-830, Mar. 2009.
    • (2009) Neural Comput. , vol.21 , pp. 793-830
    • Févotte, C.1    Bertin, N.2    Durrieu, J.-L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.