• DocumentCode
    575624
  • Title

    Speaker identification system based on a web interface

  • Author

    Kacur, Juraj ; Lapin, Ivan ; Durajka, Juraj ; Rozinaj, Gregor

  • Author_Institution
    Inst. of Telecommun., Slovak Univ. of Technol., Bratislava, Slovakia
  • fYear
    2012
  • fDate
    12-14 Sept. 2012
  • Firstpage
    191
  • Lastpage
    194
  • Abstract
    We present a new web-based application designed for human computer interface that currently supports speaker identification module. It is based on Java EE and Spring Framework and is designed to be invoked by users through their Internet browsers. Due to a flexible design various feature extraction methods, signal processing and classification algorithms can be easily implemented and used in different combinations. Apart of a brief introduction of the system architecture the main focus is on a set of experiments optimizing the overall functionality, i.e.: aiming to improve the accuracy, robustness and time performance. However, some theoretical bases of speaker identification problem are presented as well.
  • Keywords
    Internet; Java; feature extraction; online front-ends; speaker recognition; user interfaces; Internet browsers; Java EE; Spring Framework; Web interface; feature extraction method; human computer interface; signal classification algorithm; signal processing algorithm; speaker identification module; speaker identification system; Accuracy; Feature extraction; Java; Mel frequency cepstral coefficient; Servers; Speech; Training; Java EE; KNN; MFCC; Speaker identification; Web-Application;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ELMAR, 2012 Proceedings
  • Conference_Location
    Zadar
  • ISSN
    1334-2630
  • Print_ISBN
    978-1-4673-1243-1
  • Type

    conf

  • Filename
    6338503