Optics and Precision Engineering, Volume. 18, Issue 1, 227(2010)

Improved online speaker clustering based on decision tree

ZHANG Su-min1...2,*, SU Dong-lin1 and WANG Wei3 |Show fewer author(s)
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(12)

    [1] [1] PADMANABHAN M, BAHL L, PICHENY M. Speaker clustering and transformation for speaker adaptation in large-vocabulary speech recognition systems [C]. ICASSP, 1996:701-704.

    [2] [2] CHEN J D, YAO L, HUANG T Y. Study on robust channels and adaptive algorithms for speech recognition[J]. Acta Acustica, 1998,23(6):537-544. (in Chinese)

    [3] [3] LV P, YAN Y H. An fast adaptive algorithm in speech recognition based on regression analysis [J]. Acta Acustica, 2005,30(3):231-238. (in Chinese)

    [4] [4] CHEN S,GOPALAKRISHNAN P. Speaker, environment and channel change detection and clustering via the bayesian information criterion[C].Proc. of BNTUW-98, Lansdowne,1998:127-132.

    [5] [5] JIN H, KUBALA F, SCHWARTZ R. Automatic speaker clustering[C]. Proc. of DARPA. Speech Recognition Workshop, 1997:108-111.

    [6] [6] KUBALA F,COLBATH S, LIU D, et al.. Integrated technologies for indexing spoken language[J]. Commu. ACM, 2000,43(2):48-56.

    [7] [7] WANG W, L P, YAN Y H. An improved hierarchical speaker clustering [J]. Acta Acustica, 2008,33(1):9-14. (in Chinese)

    [8] [8] LIU D, KUBALA F. Online speaker clustering[C]. ICASSP, 2004:333-336.

    [9] [9] WANG W, LV P, ZHAO QW, et al.. A decision-tree-based online speaker clustering[C]. LNCS, 2007: 555-562.

    [10] [10] DUDA R,HART P,STORK D. Pattern Classification [M]. 2nd ed.John Wiley & Sons, Inc., 2001.

    [11] [11] XIAO SH C, OU ZH J, WANG Z Y. A speaker clustering algorithm in speech recognition [J]. Journal of Chinese Information Processing, 2005,19(4):84-88. (in Chinese)

    [12] [12] GISH H,SIU M,ROHICEK R. Segregation of speaker for speech recognition and speaker identification [C]. ICASSP, 1991:873-876.

    Tools

    Get Citation

    Copy Citation Text

    ZHANG Su-min, SU Dong-lin, WANG Wei. Improved online speaker clustering based on decision tree[J]. Optics and Precision Engineering, 2010, 18(1): 227

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Oct. 20, 2009

    Accepted: --

    Published Online: Aug. 31, 2010

    The Author Email: Su-min ZHANG (zhangsm0202@sina.com)

    DOI:

    CSTR:32186.14.

    Topics