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Volumn , Issue , 2009, Pages 1606-1610

Application of Bhattacharyya kernel-based Centroid Neural Network to the classification of audio signals

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO DATA; AUDIO SIGNAL; CLASSIFICATION ACCURACY; CLASSIFICATION SCHEME; DISTANCE MEASURE; EUCLIDEAN DISTANCE; HIGHER DIMENSIONAL FEATURES; INPUT DATAS; KERNEL METHODS;

EID: 70449602709     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2009.5179005     Document Type: Conference Paper
Times cited : (2)

References (22)
  • 1
    • 33646771972 scopus 로고    scopus 로고
    • Decision time horizon for music genre classification using short-time features
    • P. Ahrendt, A. Meng, and J. Larsen. Decision time horizon for music genre classification using short-time features. Proc. of EUSIPCO, 14 (12) : 1040-1043, 2004.
    • (2004) Proc. of EUSIPCO , vol.14 , Issue.12 , pp. 1040-1043
    • Ahrendt, P.1    Meng, A.2    Larsen, J.3
  • 2
    • 2942747947 scopus 로고    scopus 로고
    • Representing musical genre:a state of the art. journal of new music research
    • J. Aucouturier and F. Pachet. Representing musical genre:a state of the art. journal of new music research. IEEE Trans. Speech and Audio Processing, 32:83-93, 2003.
    • (2003) IEEE Trans. Speech and Audio Processing , vol.32 , pp. 83-93
    • Aucouturier, J.1    Pachet, F.2
  • 3
    • 0002215069 scopus 로고
    • A measure of divergence between two statistical populations defined by their probability distributions
    • A. Bhattacharyya. A measure of divergence between two statistical populations defined by their probability distributions. Bull. Calcutta Math Soc., 35:99-110, 1943.
    • (1943) Bull. Calcutta Math Soc , vol.35 , pp. 99-110
    • Bhattacharyya, A.1
  • 4
    • 0025554567 scopus 로고
    • Fast adaptive k-means clustering: Some empirical resultes
    • C. Darken and J. Moody. Fast adaptive k-means clustering: Some empirical resultes. Proc. of Int. Jont Conf. Neural Networks, 2:238-242, 1990.
    • (1990) Proc. of Int. Jont Conf. Neural Networks , vol.2 , pp. 238-242
    • Darken, C.1    Moody, J.2
  • 5
    • 0019053271 scopus 로고
    • Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences
    • ASSP
    • S. B. Davis and P. Mermelstein. Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences. IEEE Transactions on Acoustics, Speech and Signal Processing, ASSP:357-366, 1980.
    • (1980) IEEE Transactions on Acoustics, Speech and Signal Processing , pp. 357-366
    • Davis, S.B.1    Mermelstein, P.2
  • 7
    • 33646797217 scopus 로고    scopus 로고
    • Audio spectrum projection based on several basis decomposition algorithms applied to general sound recognition and audio segmentation
    • H. Gook and T. Sikora. Audio spectrum projection based on several basis decomposition algorithms applied to general sound recognition and audio segmentation. Proc. of EUSIPCO, 14 (12) : 1047-1050, 2004.
    • (2004) Proc. of EUSIPCO , vol.14 , Issue.12 , pp. 1047-1050
    • Gook, H.1    Sikora, T.2
  • 8
    • 67650691609 scopus 로고    scopus 로고
    • An evaluation of alternative feature selection strategies and ensemble techniques for classifying music
    • M. Grimaldi, P. Cunningham, and A. Kokaram. An evaluation of alternative feature selection strategies and ensemble techniques for classifying music. ECML'2003, 2003.
    • (2003) ECML'2003
    • Grimaldi, M.1    Cunningham, P.2    Kokaram, A.3
  • 10
    • 70449560069 scopus 로고    scopus 로고
    • http://music.download.com/.
  • 11
    • 0029345416 scopus 로고
    • A comparison of signal processing front ends for automatic word recognition
    • C. R. Jankowski, H. Vo, and R. P. Lippmann. A comparison of signal processing front ends for automatic word recognition. IEEE Trans. on Speech and Audio Processing, 3 (4) :286-293, 1995.
    • (1995) IEEE Trans. on Speech and Audio Processing , vol.3 , Issue.4 , pp. 286-293
    • Jankowski, C.R.1    Vo, H.2    Lippmann, R.P.3
  • 12
    • 64549133535 scopus 로고
    • Self-organization and associative memory
    • 3rd ed, Springer-Verlag
    • T. Kohonen. Self-organization and associative memory, 3rd ed. Berlin, Germany: Springer-Verlag, 1989.
    • (1989) Berlin, Germany
    • Kohonen, T.1
  • 14
    • 38049129319 scopus 로고    scopus 로고
    • Centroid neural network with bhattacharyya kernel for gpdf data clustering
    • S.-J. Lee and D.-C. Park. Centroid neural network with bhattacharyya kernel for gpdf data clustering. LNAI, 4426:616-622, 2007.
    • (2007) LNAI , vol.4426 , pp. 616-622
    • Lee, S.-J.1    Park, D.-C.2
  • 15
    • 12344258737 scopus 로고    scopus 로고
    • Feature-driven recognition of music style
    • J. P. Leon and J. M. Inesta. Feature-driven recognition of music style. PRIA'2003, 2652:773-781, 2003.
    • (2003) PRIA'2003 , vol.2652 , pp. 773-781
    • Leon, J.P.1    Inesta, J.M.2
  • 16
    • 84873533157 scopus 로고    scopus 로고
    • D. McEnnis, C. McKay, I. Fujinaga, and P. Depalle. jaudio: A feature extraction library. Proceedings of the International Conference on Music Information Retrieval, pages 600-603, 2005.
    • D. McEnnis, C. McKay, I. Fujinaga, and P. Depalle. jaudio: A feature extraction library. Proceedings of the International Conference on Music Information Retrieval, pages 600-603, 2005.
  • 17
    • 0037456515 scopus 로고    scopus 로고
    • Clustering of gaussian probability density functions using centroid neural networks
    • D. Park, O. Kwon, and M. Suk. Clustering of gaussian probability density functions using centroid neural networks. IEE Electronic Letters, 49:381-382, 2003.
    • (2003) IEE Electronic Letters , vol.49 , pp. 381-382
    • Park, D.1    Kwon, O.2    Suk, M.3
  • 18
    • 0035438960 scopus 로고    scopus 로고
    • Weighted centroid neural network for edge reserving image compression
    • Mar
    • D. Park and Y. Woo. Weighted centroid neural network for edge reserving image compression. IEEE Trans on Neural Networks, 12:1134-1146, Mar. 2001.
    • (2001) IEEE Trans on Neural Networks , vol.12 , pp. 1134-1146
    • Park, D.1    Woo, Y.2
  • 19
    • 0033731027 scopus 로고    scopus 로고
    • Centroid neural network for unsupervised competitive learning
    • Mar
    • D.-C. Park. Centroid neural network for unsupervised competitive learning. IEEE Trans on Neural Networks, 11 (2), Mar. 2000.
    • (2000) IEEE Trans on Neural Networks , vol.11 , Issue.2
    • Park, D.-C.1
  • 20
    • 70449571585 scopus 로고    scopus 로고
    • Classification of audio signals using a bhattacharyya kernel-based centroid neural network
    • D.-C. Park, Y. Lee, and D.-M. Woo. Classification of audio signals using a bhattacharyya kernel-based centroid neural network. Proc. of PAKDD 2009, 2009.
    • (2009) Proc. of PAKDD 2009
    • Park, D.-C.1    Lee, Y.2    Woo, D.-M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.