• DocumentCode
    3521312
  • Title

    Efficient encoding of speech LSP parameters using the discrete cosine transformation

  • Author

    Farvardin, Nariman ; Laroia, Rajiv

  • Author_Institution
    Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
  • fYear
    1989
  • fDate
    23-26 May 1989
  • Firstpage
    168
  • Abstract
    The intraframe and interframe correlation properties are used to develop two efficient encoding algorithms for speech line spectrum pair (LSP) parameters. The first algorithm (2-D DCT), which requires relatively large coding delays, is based on two-dimensional (time and frequency) discrete cosine transform coding techniques; the second algorithm (DCT-DPCM), which does not need any coding delay, uses one-dimensional discrete cosine transform in the frequency domain and DPCM (differential pulse-code modulation) in the time domain. The performances of these systems for different bit rates and delays are studied, and appropriate comparisons are made. It is shown that an average spectral distortion of approximately 1 dB2 can be achieved with 21 and 25 bits/frame using the 2-D DCT and DCT-DPCM schemes, respectively. This is a noticeable improvement over the previously reported bit rates of 32 bits/frame and above
  • Keywords
    encoding; speech analysis and processing; 2-D DCT; DCT-DPCM; LSP parameters; average spectral distortion; differential pulse-code modulation; discrete cosine transformation; encoding algorithms; frequency domain; interframe correlation; intraframe correlation; line spectrum pair parameters; speech coding; time domain; Bit rate; Delay effects; Discrete cosine transforms; Encoding; Image coding; Linear predictive coding; Quantization; Speech analysis; Speech coding; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
  • Conference_Location
    Glasgow
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.1989.266390
  • Filename
    266390