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Volumn 27, Issue 3, 2009, Pages

A novel framework for efficient automated singer identification in large music databases

Author keywords

Classification; EM algorithm; Evaluation; Gaussian mixture models; Music retrieval; Singer identification; Statistical modeling

Indexed keywords

CONTENT-BASED MUSIC RETRIEVAL; EM ALGORITHMS; EXPERIMENTAL STUDIES; EXPLOSIVE GROWTH; GAUSSIAN MIXTURE MODEL; HYBRID ARCHITECTURES; IDENTIFICATION PROCESS; LOW-LEVEL FEATURES; MIXTURE MODEL; MULTIMEDIA DATA; MULTIMEDIA DATABASE; MUSIC DATA; MUSIC DATABASE; MUSIC RETRIEVAL; MUSIC SEGMENTS; MUSICAL PIECES; STATE-OF-THE-ART APPROACH; STATISTICAL MODELING;

EID: 75649095708     PISSN: 10468188     EISSN: 15582868     Source Type: Journal    
DOI: 10.1145/1508850.1508856     Document Type: Article
Times cited : (44)

References (43)
  • 3
    • 2942735564 scopus 로고    scopus 로고
    • A large-scale evaluation of acoustic and subjective music-similarity measures
    • BERENZWEIG, A., LOGAN, B., ELLIS, D., AND WHITMAN, B. 2004. A large-scale evaluation of acoustic and subjective music-similarity measures. Comput. Mus. J. 28, 63-76.
    • (2004) Comput. Mus. J. , vol.28 , pp. 63-76
    • Berenzweig, A.1    Logan, B.2    Ellis, D.3    Whitman, B.4
  • 6
    • 0036684357 scopus 로고    scopus 로고
    • Blobworld:image segmentation using expectation-maximization and its application to image querying
    • CARSON, C., BELONGIE, S., GREENSPAN, H., ANDMALIK, J. 2002. Blobworld:image segmentation using expectation-maximization and its application to image querying. IEEE Trans. Patt. Anal. Mach. Intell. 24, 8, 1026-1038.
    • (2002) IEEE Trans. Patt. Anal. Mach. Intell , vol.24 , Issue.8 , pp. 1026-1038
    • Carson, C.1    Belongie, S.2    Greenspan, H.3    Andmalik, J.4
  • 10
    • 33845663049 scopus 로고    scopus 로고
    • The Music Information Retrieval Evaluation Exchange (MIREX)
    • Dec
    • DOWNIE, J. S. 2006. The Music Information Retrieval Evaluation Exchange (MIREX). D-Lib Mag. 12, 12 (Dec.)
    • (2006) D-Lib Mag , vol.12 , pp. 12
    • Downie, J.S.1
  • 13
    • 10844226654 scopus 로고    scopus 로고
    • The MP3 open standard andthe music industry's response to internet piracy
    • ANDDEVARAJS.
    • EASLEY,R.F.,MICHEL,J.G., ANDDEVARAJ,S. 2003. The MP3 open standard andthe music industry's response to internet piracy. Commun. ACM 46, 11, 90-96.
    • (2003) Commun. ACM , vol.46 , Issue.11 , pp. 90-96
    • Easley, R.F.1    Michel, J.G.2
  • 14
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalzation of on-line learning and an application to boosting
    • FREUND, Y. AND SCHAPIRE, R. 1997. A decision-theoretic generalzation of on-line learning and an application to boosting. J. Comput. Syst. Sci. 55, 1, 119-139.
    • (1997) J. Comput. Syst. Sci. , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.2
  • 15
    • 0035556168 scopus 로고    scopus 로고
    • A continuous probabilistic framework for image matching
    • GREENSPAN, H., GOLDBERGER, J., AND RIDEL, L. 2001. A continuous probabilistic framework for image matching. Comput. Vis. Image Underst. 84, 3, 384-406.
    • (2001) Comput. Vis. Image Underst , vol.84 , Issue.3 , pp. 384-406
    • Greenspan, H.1    Goldberger, J.2    Ridel, L.3
  • 16
    • 0003684449 scopus 로고    scopus 로고
    • The elements of statistical learning: Data mining, inference, and prediction
    • Springer Verlag, Berlin, Germany. ISMIR
    • HASTIE, T., TIBSHIRANI, R., AND FRIEDMAN, J. 2001. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer Verlag, Berlin, Germany. ISMIR. 2004. The Fifth International Conference on Music Information Retrieval. http://ismir2004.ismir.net/index.html.
    • (2001) The Fifth International Conference on Music Information Retrieval , vol.2004
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3
  • 17
    • 0003841602 scopus 로고
    • Why the logistic function? a tutorial discussion on probabilities and neural networks
    • MIT, Cambridge, MA
    • JORDAN, M. I. 1995. Why the logistic function? a tutorial discussion on probabilities and neural networks. Tech. rep. 9503. MIT, Cambridge, MA.
    • (1995) Tech. Rep. , vol.9503
    • Jordan, M.I.1
  • 20
    • 0042330092 scopus 로고    scopus 로고
    • The Internet is changing the music industry
    • LAM, C. K. M. AND TAN, B. C. Y. 2001. The Internet is changing the music industry. Commun. ACM 44, 8, 62-68.
    • (2001) Commun. ACM , vol.44 , Issue.8 , pp. 62-68
    • Lam, C.K.M.1    Tan, B.C.Y.2
  • 21
    • 1542337831 scopus 로고    scopus 로고
    • Boosting and maximum likelihood for exponential model and Bregman distances
    • Proceedings of NIPS
    • LEBANON, G. AND LAFFERTY, J. 2001. Boosting and maximum likelihood for exponential model and Bregman distances. In Advances in Neural Information Processing Systems 14 (Proceedings of NIPS). 110-121.
    • (2001) In Advances in Neural Information Processing Systems , vol.14 , pp. 110-121
    • Lebanon, G.1    Lafferty, J.2
  • 26
    • 0037708486 scopus 로고    scopus 로고
    • Content-based audio classification and segmentation by using support vector machines
    • LU, L., ZHANG, H., AND LI, S. Z. 2003. Content-based audio classification and segmentation by using support vector machines. Multimed. Syst. 8, 6, 482-492
    • (2003) Multimed. Syst. , vol.8 , Issue.6 , pp. 482-492
    • Lu, L.1    Zhang, H.2    Li, S.Z.3
  • 27
    • 75649127961 scopus 로고    scopus 로고
    • MIREX.
    • MIREX. 2005. Artist identification contest track. http://www.music-ir. org/evaluation/mirex-results/audio-artist/index.html
    • (2005) Artist Identification Contest Track
  • 28
    • 75649085648 scopus 로고    scopus 로고
    • MIREX.
    • MIREX. 2007. Artist identification contest track. http://www.music-ir. org/mirex2007/index.php/AudioArtistIdentificationResults.
    • (2007) Artist Identification Contest Track.
  • 29
    • 2942755503 scopus 로고    scopus 로고
    • Content management for electronic music distribution
    • PACHET, F. 2003. Content management for electronic music distribution. Commun. ACM 46, 4, 71-75.
    • (2003) Commun. ACM , vol.46 , Issue.4 , pp. 71-75
    • Pachet, F.1
  • 30
    • 84969703085 scopus 로고    scopus 로고
    • Special issue: Music information retrieval
    • PARDO, B. 2006. Special issue: Music information retrieval. Commun. ACM 49, 8.
    • (2006) Commun. ACM , vol.49 , pp. 8
    • Pardo, B.1
  • 31
    • 35348980897 scopus 로고    scopus 로고
    • A novel XML music information retrieval method using graph invariants
    • PINTO, A. AND HAUS, G. 2007. A novel XML music information retrieval method using graph invariants. ACM Trans. Inf. Syst. 25, 4, 19.
    • (2007) ACM Trans. Inf. Syst. , vol.25 , Issue.4 , pp. 19
    • Pinto, A.1    Haus, G.2
  • 34
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Cliffs, NJ. RISSANEN, J. 1978. Modeling by shortest data description. Automatica 14, 465-471.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Cliffs, N.J.1    Rissanen, J.2
  • 36
    • 0034319894 scopus 로고    scopus 로고
    • A computationally efficient multipitch analysis model
    • TOLONEN, T. AND KARJALAINEN, M. 2000. A computationally efficient multipitch analysis model. IEEE Trans. Speech Aud. Process. 8, 4, 708-716.
    • (2000) IEEE Trans. Speech Aud. Process. , vol.8 , Issue.4 , pp. 708-716
    • Tolonen, T.1    Karjalainen, M.2
  • 37
    • 33744976289 scopus 로고    scopus 로고
    • Automatic singer recognition of popular music recordings via estimation and modeling of solo vocal signals
    • TSAI, W. H. AND WANG, H. M. 2006. Automatic singer recognition of popular music recordings via estimation and modeling of solo vocal signals. IEEE Trans. Speech Aud. Process. 14, 1, 330-341.
    • (2006) IEEE Trans. Speech Aud. Process. , vol.14 , Issue.1 , pp. 330-341
    • Tsai, W.H.1    Wang, H.M.2
  • 41
    • 18744375187 scopus 로고    scopus 로고
    • Automatic music classification and summarization
    • XU, C. S., MADDAGE, N., AND SHAO, X. 2005. Automatic music classification and summarization. IEEE Trans. Speech Aud. Process. 13, 3, 441-450.
    • (2005) IEEE Trans. Speech Aud. Process. , vol.13 , Issue.3 , pp. 441-450
    • Xu, C.S.1    Maddage, N.2    Shao, X.3
  • 43
    • 2142696853 scopus 로고    scopus 로고
    • Singing voice identification using spectral envelop estimation
    • BARTSCH, M. AND WAKEFIELD, G. 2004. Singing voice identification using spectral envelop estimation. IEEE Trans. Speech Aud. Process. 12, 100-109.
    • (2004) IEEE Trans. Speech Aud. Process , vol.12 , pp. 100-109
    • Bartsch, M.1    Wakefield, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.