• DocumentCode
    341136
  • Title

    Speech/voice-band data classification for data traffic measurements in telephone-type systems

  • Author

    Benetazzo, L. ; Bertocco, M. ; Paglierani, P. ; Rizzi, E.

  • Author_Institution
    Dipt. di Elettronica e Inf., Padova Univ., Italy
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    590
  • Abstract
    In this paper a noise-insensitive technique for the discrimination between speech and voice-band data transmissions over a telephone-type system is presented. The proposed procedure combines together the evaluation of known parameters, extracted from the observed speech or data communication signal, with an analysis of the statistical moments associated to these parameters. In this way, the discrimination capability associated to the extracted parameters is enforced by, the moment analysis that better exploits the time-varying properties of the voice signal. Experimental results, that show the good behavior of the classifier in terms of probability of error with respect to SNR are reported and discussed
  • Keywords
    integrated voice/data communication; pattern classification; telephone traffic; SNR; data classification algorithm; data communication signal; data traffic measurement; error probability; parameter extraction; speech data transmission; statistical moment analysis; telephone system; voice-band data transmission; Communication system traffic; Communication system traffic control; Data communication; Data mining; Signal analysis; Signal processing; Signal to noise ratio; Speech analysis; Telecommunication traffic; Telephony;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 1999. IMTC/99. Proceedings of the 16th IEEE
  • Conference_Location
    Venice
  • ISSN
    1091-5281
  • Print_ISBN
    0-7803-5276-9
  • Type

    conf

  • DOI
    10.1109/IMTC.1999.776819
  • Filename
    776819