• DocumentCode
    3670720
  • Title

    Software for generation and analysis of vowel polygons

  • Author

    Miroslav Stanek

  • Author_Institution
    Department of Radio Electronics, Brno University of Technology, Brno, Czech Republic
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    721
  • Lastpage
    724
  • Abstract
    This paper presents developed software generating and analyzing vowel polygons. The speaker independent software was developed in MATLAB environment, uses both Mahalanobis distance between vowels based on mel-cepstral coefficients and also feed-forward neural network for vowel recognition in fluent speech in Czech language. Format frequencies were estimated using LPC spectra. In relevant formant planes, all possible polygons are created by formant positions extracted from found vowels. In the comparison with other formant processing programs, described software uses formant polygon as an integral unit not each individual formant separately for the analysis. Developed program can be useful in speaker identification, recognition of actual emotional state of speaker, investigation into some illnesses and other speech processing applications.
  • Keywords
    "Speech","Speech recognition","Speech processing","Software","Algorithm design and analysis","Graphical user interfaces"
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications and Signal Processing (TSP), 2015 38th International Conference on
  • Type

    conf

  • DOI
    10.1109/TSP.2015.7296358
  • Filename
    7296358