• DocumentCode
    3433819
  • Title

    Combining multiple estimators of speaking rate

  • Author

    Morgan, Nelson ; Fosler-Lussier, Eric

  • Author_Institution
    Int. Comput. Sci. Inst., Berkeley, CA, USA
  • Volume
    2
  • fYear
    1998
  • fDate
    12-15 May 1998
  • Firstpage
    729
  • Abstract
    We report progress in the development of a measure of speaking rate that is computed from the acoustic signal. The newest form of our analysis incorporates multiple estimates of rate; besides the spectral moment for a full-band energy envelope that we have previously reported, we also used pointwise correlation between pairs of compressed sub-band energy envelopes. The complete measure, called mrate, has been compared to a reference syllable rate derived from a manually transcribed subset of the Switchboard database. The correlation with transcribed syllable rate is significantly higher than our earlier measure; estimates are typically within 1-2 syllables/second of the reference syllable rate. We conclude by assessing the use of mrate as a detector for rapid speech
  • Keywords
    acoustic correlation; acoustic signal detection; acoustic signal processing; parameter estimation; spectral analysis; speech processing; speech recognition; Switchboard database; acoustic signal; automatic speech recognition systems; compressed sub-band energy envelopes; full-band energy envelope; long term spectral estimate; manually transcribed subset; mrate; multiple estimators; pointwise correlation; rapid speech detector; reference syllable rate; speaking rate measure; spectral moment; transcribed syllable rate; Acoustic measurements; Automatic speech recognition; Computer science; Databases; Detectors; Error analysis; Gold; Speech analysis; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-4428-6
  • Type

    conf

  • DOI
    10.1109/ICASSP.1998.675368
  • Filename
    675368