• DocumentCode
    779414
  • Title

    Fast On-Line Speech/Voiceband--Data Discrimination for Statistical Multiplexing of Data with Telephone Conversations

  • Author

    Roberge, Christian ; Adoul, Jean-Pierre

  • Author_Institution
    Univ. of Sherbrooke, Sherbrooke, P.Q., Canada
  • Volume
    34
  • Issue
    8
  • fYear
    1986
  • fDate
    8/1/1986 12:00:00 AM
  • Firstpage
    744
  • Lastpage
    751
  • Abstract
    This paper concerns the design of a speech/data discriminator with the speed and accuracy required for statistical multiplexing of speech and high-speed baseband data on a single telephone line. The structure proposed for the discriminator combines the information from two parallel processes. The first process, even though slow, accurately recognizes the speech/data nature of the signal. This nature is determined by statistical pattern classification applied to simple zero-crossing-type parameters extracted from the signal filtered in a PCM representation. The second process has temporal accuracy in detecting transition events, from speech to data and vice versa. This detection is provided by special parameters which supply tentative transition markers. This paper applies these processes to the case of 9600 bit/s modems and describes a complete discrimination algorithm which is fit for microprocessor technology. The simulation results provided indicate a very low error rate and demonstrate that transitions are detected exactly or within one or two sampling intervals.
  • Keywords
    Integrated voice/data communication; Multiplexing; Baseband; Data mining; Event detection; Modems; Pattern classification; Phase change materials; Signal processing; Speech processing; Speech recognition; Telephony;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOM.1986.1096631
  • Filename
    1096631