• DocumentCode
    1739542
  • Title

    A psychoacoustic auditory model to evaluate the performance of a voice activity detector

  • Author

    Beritelli, F. ; Casale, S. ; Ruggeri, G.

  • Author_Institution
    Dept. of Eng. Inf. & Telecommun., Catania Univ., Italy
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    807
  • Abstract
    A new psychoacoustic auditory model to evaluate the subjective performance of a voice activity detector (VAD) is presented in this letter. The mathematical model proposed makes it possible to pass from the power spectral density of the speech signal processed by a VAD to an analysis of the subjective loudness density and thus to subjective measures expressed in terms of comparison mean opinion scores (CMOS). In case studies, the correlation between the measured and predicted CMOS values always remained above 0.9, using traditional analytical methods such as regression curves
  • Keywords
    hearing; loudness; spectral analysis; speech processing; VAD; comparison mean opinion scores; performance; power spectral density; psychoacoustic auditory model; regression curves; speech signal; subjective loudness density; subjective measures; voice activity detector; Density measurement; Detectors; Mathematical model; Power measurement; Psychoacoustic models; Psychology; Signal analysis; Signal processing; Speech analysis; Speech processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-5747-7
  • Type

    conf

  • DOI
    10.1109/ICOSP.2000.891634
  • Filename
    891634