• DocumentCode
    2347324
  • Title

    A speaker recognition system based on VQ

  • Author

    Yanling Zhao ; Xiaoshi Zheng ; Huixian Gao ; Na Li

  • Author_Institution
    Shandong Comput. Sci. Center, Jinan
  • fYear
    2008
  • fDate
    3-5 June 2008
  • Firstpage
    1988
  • Lastpage
    1990
  • Abstract
    Text-independent speaker recognition is a research hotspot. After 12 MFCCs and centroid of each frame were extracted as audio features of speakers, codebooks of speakers are obtained by LBG-VQ algorithm. At last, speaker identification is done according to Chebyshev distance rather than Euclidean distance of codebooks between testing and each training sequence. The experiments show the proposed system is simple and workable in speaker identification with high speed.
  • Keywords
    speaker recognition; LBG-VQ algorithm; speaker identification; speaker recognition; Band pass filters; Computer science; Discrete cosine transforms; Feature extraction; Frequency response; Hidden Markov models; Mel frequency cepstral coefficient; Speaker recognition; Speech; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications, 2008. ICIEA 2008. 3rd IEEE Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-1717-9
  • Electronic_ISBN
    978-1-4244-1718-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2008.4582868
  • Filename
    4582868
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2347324