• DocumentCode
    1257590
  • Title

    Robustness of group-delay-based method for extraction of significant instants of excitation from speech signals

  • Author

    Murthy, P. Satyanarayana ; Yegnanarayana, B.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol., Madras, India
  • Volume
    7
  • Issue
    6
  • fYear
    1999
  • fDate
    11/1/1999 12:00:00 AM
  • Firstpage
    609
  • Lastpage
    619
  • Abstract
    We study the robustness of a group-delay-based method for determining the instants of significant excitation in speech signals. These instants correspond to the instants of glottal closure for voiced speech. The method uses the properties of the global phase characteristics of minimum phase signals. Robustness of the method against noise and distortion is due to the fact that the average phase characteristics of a signal is determined mainly by the strength of the excitation impulse. The strength of excitation is determined by the energy of the residual error signal around the instant of excitation. We propose a measure for the strength of the excitation based on Frobenius norm of the differenced signal. The robustness of the group-delay-based method is illustrated for speech under different types of degradations and for speech from different speakers
  • Keywords
    delays; feature extraction; matrix algebra; noise; prediction theory; reverberation; speech processing; Frobenius norm; differenced signal; distortion robustness; excitation impulse strength; global phase characteristics; glottal closure; group-delay-based method; minimum phase signals; noise robustness; prediction matrix; residual error signal energy; reverberation; significant excitation instants extraction; speech signals; voiced speech; Acoustic noise; Additive noise; Degradation; Distortion measurement; Noise robustness; Phase distortion; Phase noise; Speech analysis; Speech enhancement; Speech synthesis;
  • fLanguage
    English
  • Journal_Title
    Speech and Audio Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6676
  • Type

    jour

  • DOI
    10.1109/89.799686
  • Filename
    799686