• DocumentCode
    310993
  • Title

    On optimal and minimum-entropy decoding

  • Author

    Kleijn, W. Bastiaan

  • Author_Institution
    Dept. of Electr. Eng., Delft Univ. of Technol., Netherlands
  • Volume
    3
  • fYear
    1997
  • fDate
    21-24 Apr 1997
  • Firstpage
    1671
  • Abstract
    In the quantization of a signal in speech coding, dependencies between its samples are often neglected. Generally, these dependencies are then also neglected at the decoder. However, usually a priori information about these dependencies is available, making it possible to improve decoder performance by means of enhanced decoding. An attractive feature of enhanced decoding is that it can be applied to existing coding standards. This paper describes several enhanced decoding methods, including a vector decoding method and a method which aims at reducing the differential entropy rate of the decoded signal. Experimental results are used to confirm that both these decoding procedures can provide better performance than conventional decoding for common signal/encoder combinations
  • Keywords
    decoding; minimum entropy methods; optimisation; speech coding; speech processing; constrained optimisation; differential entropy rate reduction; enhanced decoding; minimum-entropy decoding; optimal decoding; set-theoretic estimation; signal quantization; speech coding; vector decoding method; Computational complexity; Constraint optimization; Decoding; Delay; Entropy; Least squares approximation; Quantization; Redundancy; Robustness; Speech coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
  • Conference_Location
    Munich
  • ISSN
    1520-6149
  • Print_ISBN
    0-8186-7919-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1997.598833
  • Filename
    598833