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
Link To Document :
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