• DocumentCode
    325986
  • Title

    Wideband speech recovery from bandlimited speech in telephone communications

  • Author

    Yasukawa, Hiroshi

  • Author_Institution
    Fac. of Inf. Sci., Aichi Prefectural Univ., Japan
  • Volume
    4
  • fYear
    1998
  • fDate
    31 May-3 Jun 1998
  • Firstpage
    202
  • Abstract
    This paper describes methods that can enhance the quality of speech signals that are severely band limited during regular telephone speech transmission. We have already proposed a spectrum widening method that utilizes aliasing in sampling rate conversion and digital filtering for spectrum shaping. This paper discusses the method using linear prediction. Speech components of the outbands of the received signal are basically generated by LPC (linear predictive coding) synthesis by analysis. Furthermore, we discuss a new spectrum widening method using a multilayer backpropagation neural network. It is shown that the proposed method has a good performance of recovering the wideband speech
  • Keywords
    backpropagation; digital filters; filtering theory; linear predictive coding; multilayer perceptrons; speech enhancement; speech recognition; telephony; LPC; analysis; bandlimited speech; digital filtering; linear predictive coding; multilayer backpropagation neural network; received signal; sampling rate conversion; spectrum shaping; spectrum widening method; synthesis; telephone communications; telephone speech transmission; wideband speech recovery; Digital filters; Filtering; Linear predictive coding; Multi-layer neural network; Sampling methods; Speech analysis; Speech enhancement; Speech synthesis; Telephony; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    0-7803-4455-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.1998.698794
  • Filename
    698794