• DocumentCode
    2952519
  • Title

    Speaker identification system based on FPGA

  • Author

    Elmisery, F.A. ; Hammed, H.F. ; Salama, A.E. ; El-Geldawi, F.

  • Author_Institution
    Electron. Dept., Tech. Fac. of Ind. Eng. Beni Suef, Beni Suef
  • fYear
    2005
  • fDate
    11-14 Dec. 2005
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    Speaker identification is a challenging pattern classification task. It is used enormously in many applications such as security systems, information retrieved services, etc. portable identification systems are expected to be widely used in future in many purposes, such as mobile applications. Implementing the identification technique using a dedicated hardware could be very useful to achieve smart units. In this context, the Field Programmable Gate Array (FPGA) offer an efficient technology to realize a pattern classification strategy. A speaker identification system can be implemented using many classification approaches, one of these, the vector quantization technique (VQ), which is considered one of the most powerful classification techniques. In this paper a vector quantization is implemented in an FPGA. We have reached almost 100% identification rate in 18.8 mus using only 22% of the slices inside the spartan 3 chip.
  • Keywords
    field programmable gate arrays; pattern classification; speaker recognition; vector quantisation; FPGA; field programmable gate array; pattern classification task; speaker identification system; vector quantization technique; Channel bank filters; Field programmable gate arrays; Filter bank; Frequency; Pattern classification; Pattern matching; Speaker recognition; Speech; Testing; Vector quantization; FPGA; speaker identification; vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on
  • Conference_Location
    Gammarth
  • Print_ISBN
    978-9972-61-100-1
  • Electronic_ISBN
    978-9972-61-100-1
  • Type

    conf

  • DOI
    10.1109/ICECS.2005.4633573
  • Filename
    4633573