• DocumentCode
    1686149
  • Title

    Speech active level estimation in noisy conditions

  • Author

    Gonzalez, S. ; Brookes, Mike

  • Author_Institution
    Imperial Coll. London, London, UK
  • fYear
    2013
  • Firstpage
    6684
  • Lastpage
    6688
  • Abstract
    We present a new method for speech active level estimation which combines a novel algorithm based on voiced speech energy extraction with the standardized ITU-T Recommendation P.56. At poor signal-to-noise ratios, the algorithm estimates the active level by identifying intervals of voiced speech and summing the energy of the pitch harmonics in the time-frequency domain while rejecting that of the noise. We compare the performance of our method with that of ITU-T P.56 on the TIMIT database and demonstrate that it performs exceptionally well in both high and low levels of additive noise.
  • Keywords
    database management systems; signal denoising; speech processing; time-frequency analysis; TIMIT database; additive noise; high levels; interval identification; low levels; noise rejection; pitch harmonics; signal-to-noise ratios; speech active level estimation; standardized ITU-T Recommendation P.56; time-frequency domain; voiced speech energy extraction; Databases; Estimation; Harmonic analysis; Signal to noise ratio; Speech; Training; fundamental frequency; noisy speech; pitch; speech active level; speech processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2013.6638955
  • Filename
    6638955