• DocumentCode
    2037043
  • Title

    Wavelet packet analysis for reducing the effect of spectral masking to improve auditory perception

  • Author

    Dhulekar, P.A. ; Nalbalwar, S.L. ; Chopade, J.J.

  • Author_Institution
    Dept. of E & TC, Dr. B.A. Tech. Univ., Lonere, India
  • Volume
    2
  • fYear
    2011
  • fDate
    8-10 April 2011
  • Firstpage
    409
  • Lastpage
    413
  • Abstract
    Sensorineural hearing impaired person experiences degraded frequency selectivity of the ear, due to increase in spectral masking along the cochlear partition, results in degraded speech perception. Splitting the speech signal by means of filtering and down sampling at each decomposition level, using wavelet packets with different wavelet functions, helps to reduce the effect of spectral masking, through which it improve speech intelligibility. This experiment was carried out with vowel-consonant-vowel syllables for fifteen English consonants; they are decomposed in eight frequency bands with desired band selection. Dichotic presentation of the processed speech signal showed improvement in speech quality, recognition scores and less response time in the reception of speech feature of voicing, place, and manner, indicating usefulness of the scheme for better reception of spectral characteristics.
  • Keywords
    acoustic signal processing; hearing; medical signal processing; speech intelligibility; speech recognition; wavelet transforms; auditory perception; cochlear partition; decomposition level; degraded frequency selectivity; dichotic presentation; recognition scores; sampling; sensorineural hearing impaired person; signal filtering; spectral characteristics; spectral masking; speech intelligibility; speech quality; speech signal splitting; vowel-consonant-vowel syllables; wavelet packet analysis; Auditory system; Discrete wavelet transforms; Ear; Speech; Speech processing; Wavelet analysis; Wavelet packets; Dichotic Presentation; Frequency selectivity; Sensorineural hearing impairment; Spectral masking; Wavelet packet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics Computer Technology (ICECT), 2011 3rd International Conference on
  • Conference_Location
    Kanyakumari
  • Print_ISBN
    978-1-4244-8678-6
  • Electronic_ISBN
    978-1-4244-8679-3
  • Type

    conf

  • DOI
    10.1109/ICECTECH.2011.5941728
  • Filename
    5941728