• DocumentCode
    1863456
  • Title

    A measure of aperiodicity and periodicity in speech

  • Author

    Deshmukh, Om ; Wilson, Carol Espy

  • Author_Institution
    Dept. of Electron. Comput. Eeng., Maryland Univ., College Park, MD, USA
  • Volume
    1
  • fYear
    2003
  • fDate
    6-9 July 2003
  • Abstract
    In this paper, we discuss a direct measure for aperiodic energy and periodic energy in speech signals. Most measures for aperiodicity have been indirect, such as zero crossing rate, high- frequency energy and the ratio of high-frequency energy to low- frequency energy. Such indirect measurements will usually fail in situations where there is both strong periodic and aperiodic energy in the speech signal, as in the case of some voiced fricatives or when there is a need to distinguish between high frequency periodic versus high frequency aperiodic energy. We propose an AMDF based temporal method to estimate directly the amount of periodic and aperiodic energy in the speech signal. The algorithm also gives an estimate of the pitch period in periodic regions.
  • Keywords
    speech processing; aperiodic energy; aperiodicity; high- frequency energy; periodic regions; pitch period; speech signals; zero crossing rate; Acoustic noise; Databases; Educational institutions; Energy measurement; Frequency measurement; Noise measurement; Oral communication; Signal analysis; Signal processing algorithms; Speech analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
  • Print_ISBN
    0-7803-7965-9
  • Type

    conf

  • DOI
    10.1109/ICME.2003.1220935
  • Filename
    1220935