• DocumentCode
    2330857
  • Title

    Speech analysis and synthesis using a glottal excited AR model with DTW-based glottal determination

  • Author

    Cohen, G. ; Malah, D.

  • Author_Institution
    Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
  • fYear
    1995
  • fDate
    7-8 March 1995
  • Abstract
    In this paper we present, a new method for determining the excitation waveform of a glottal excited speech synthesizer. In the glottal excited speech model, voiced speech is decomposed into a parametric glottal shaped excitation signal and an AR vocal tract filter. The new glottal determination method can be used iteratively with vocal tract filter updates in model analysis. In each iteration the new glottal pulse positioning is determined at sub-sample resolution using by a Multi-Dimensional Dynamic Time Warping (MD-DTW) algorithm, using an analysis-by-synthesis approach to minimize the squared-error between the original and the synthetic speech.
  • Keywords
    autoregressive processes; iterative methods; speech processing; speech synthesis; AR vocal tract filter; DTW-based glottal determination; analysis-by-synthesis approach; excitation waveform; glottal excited AR model; glottal pulse positioning; iteration; multi-dimensional dynamic time warping; parametric glottal shaped excitation signal; speech analysis; speech synthesis; squared-error minimisation; sub-sample resolution; vocal tract filter updates; voiced speech; Filtering; Man machine systems; Nonlinear filters; Pulse generation; Signal resolution; Speech analysis; Speech coding; Speech synthesis; Synthesizers; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Electronics Engineers in Israel, 1995., Eighteenth Convention of
  • Conference_Location
    Tel Aviv, Israel
  • Print_ISBN
    0-7803-2498-6
  • Type

    conf

  • DOI
    10.1109/EEIS.1995.513822
  • Filename
    513822