• DocumentCode
    3523151
  • Title

    An LSP based speech quality measure

  • Author

    Coetzee, H.J. ; Barnwell, T.P., III

  • Author_Institution
    Sch. of Electr. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • fYear
    1989
  • fDate
    23-26 May 1989
  • Firstpage
    596
  • Abstract
    An objective measure is introduced for predicting the subjective quality of a distorted speech signal. The unique feature of the measure is that it explicitly uses a parametric model of speech perception (rather than a signal fidelity measure) in the design of an objective measure for speech quality. Specifically, the known sensitivity of human auditory perception to perturbations in the speech formants is combined with a simple (statistical) relationship between the line spectrum pair (LSP) coefficients and the vocal tract formants to form a simple objective speech quality measure that performs better than any other known simple measure. A detailed description is given of the LSP measure, the performance results are presented, and its associated implementational advantages are discussed
  • Keywords
    speech analysis and processing; speech intelligibility; human auditory perception; line spectrum pair; parametric model; speech formants; speech perception; speech quality measure; Bandwidth; Distortion measurement; Electric variables measurement; Laboratories; Linear predictive coding; Parametric statistics; Performance evaluation; Polynomials; Speech; System testing;
  • 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.1989.266497
  • Filename
    266497