• DocumentCode
    388011
  • Title

    Real-time vector excitation coding of speech at 4800 bps

  • Author

    Davidson, Grant ; Yong, Mei ; Gersho, Allen

  • Author_Institution
    University of California, Santa Barbara, CA
  • Volume
    12
  • fYear
    1987
  • fDate
    31868
  • Firstpage
    2189
  • Lastpage
    2192
  • Abstract
    In Vector Excitation Coding (VXC), speech is represented by applying a sequence of excitation vectors to a time-varying speech production filter with each vector chosen from a codebook using a perceptually-based performance measure. Although VXC is a powerful technique for achieving natural and high quality speech compression at low bit-rates, it suffers as other excitation coders do from a very high computational complexity. Recent research has shown that codebook search computation can be reduced to approximately 40 MFlops without compromising speech quality. However, this operation count still prohibits a practical real-time implementation of the coder using today´s DSP chips. We present a real-time 4.8 kb/s Pulse Excitation VXC coder (PVXC) which achieves high reconstructed speech quality and incorporates new techniques which reduce the codebook search complexity to only 0.55 MFlops. The coder utilizes an optimized excitation codebook and a promising new interframe vector predictive LPC parameter quantization scheme. A preliminary implementation using a single floating-point signal processor is described.
  • Keywords
    Algorithm design and analysis; Clustering algorithms; Computational complexity; Digital signal processing chips; Filters; Linear predictive coding; Quantization; Speech analysis; Speech coding; Speech synthesis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1987.1169424
  • Filename
    1169424