• DocumentCode
    2355839
  • Title

    Speech pathological study of epinosic patient using artificial neural network

  • Author

    Zadgaonkar, A.S. ; Shukla, Anupam ; Tiwari, Atul

  • Author_Institution
    Dept. of Electr. Eng., Gov. Eng. Coll., Raipur, India
  • fYear
    1995
  • fDate
    15-18 Feb 1995
  • Firstpage
    31107
  • Lastpage
    31472
  • Abstract
    The use of phonetics in the field of medical study was first reported in 1911 by H. Gutman. Since than things have changed a great deal. Nowadays widely developed computerized equipments are available in phonetics. In the speech utterances of healthy as well as epinosic patients the vowels and voiced consonants may be distinguished easily for pathological studies. In the present study, phonetic information such as vowel amplitude, formant frequency and time duration were extracted from the utterances of healthy and epinosic (mentally and physically disturbed) patients and used as input to a neural network. It was found that an epinosic patient could be easily detected by using the ANN method. It is hoped that proposed ANN method can also be used effectively by speech therapists, as a tool for mass health care for emotionally disturbed as well as epileptic cases
  • Keywords
    medical diagnostic computing; medical signal processing; neural nets; patient diagnosis; speech processing; emotionally disturbed cases; epileptic cases; epinosic patient; formant frequencies; mass health care tool; pathological studies; phonetic information; speech pathological study; speech therapists; speech utterances; time duration; voiced consonants; vowel amplitude; Acoustic reflection; Anatomical structure; Artificial neural networks; Biological neural networks; Frequency; Loudspeakers; Medical services; Pathology; Pressure measurement; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1995 and 14th Conference of the Biomedical Engineering Society of India. An International Meeting, Proceedings of the First Regional Conference., IEEE
  • Conference_Location
    New Delhi
  • Print_ISBN
    0-7803-2711-X
  • Type

    conf

  • DOI
    10.1109/RCEMBS.1995.532989
  • Filename
    532989