• DocumentCode
    2703526
  • Title

    Dual Parameters for Voiced-Unvoiced Speech Signal Determination

  • Author

    Arifianto, Dhany

  • Author_Institution
    Dept. of Eng. Phys., Sepuluh Nopember Inst. of Technol., Indonesia
  • Volume
    4
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    This paper describes the application of the notion of instantaneous frequency amplitude spectrum (IFAS) to discriminate voiced and unvoiced segment of speech signal. The classification procedures of speech signal into voiced and unvoiced is determined by using harmonicity measure acquired after evaluating instantaneous frequency amplitude spectrum. For accuracy improvement, we use secondary parameter during transition from voiced-to-unvoiced and unvoiced-to-unvoiced to confirm the voiced area estimated by IFAS. Entropy of magnitude spectrum and instantaneous power are considered in this investigation. The performance of the dual method is compared to single thresholding using IFAS and also ESPS, AMDF and TEMPO to demonstrate its effectiveness.
  • Keywords
    speech processing; dual parameters; harmonicity measure; instantaneous frequency amplitude spectrum; magnitude spectrum; speech signal; voiced-unvoiced speech signal determination; Acoustic measurements; Band pass filters; Electrostatic precipitators; Entropy; Fourier transforms; Frequency estimation; Frequency measurement; Physics; Power measurement; Speech analysis; entropy; harmonicity measure; instantaneous frequency; instantaneous power; voiced/unvoiced determination;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.367021
  • Filename
    4218209