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http://hdl.handle.net/11375/21878
Title: | Efficiently Combining Multiband Compression and Improved Contrast-Enhancing Frequency Shaping in Hearing Aids |
Authors: | Ansari, Shahabuddin |
Advisor: | Bruce, Ian C. |
Department: | Electrical and Computer Engineering |
Keywords: | Multiband Compression, Hearing Aids, Contrast-enhancing Frequency, Sensorineural hearing, reduced frequency selectivity, Amplification in hearing, Neurophysiology, Impaired cochlea |
Publication Date: | Jul-2005 |
Abstract: | <p>Sensorineural hearing loss imparts two serious hearing deficits in hearing-impaired people: reduced dynamic range of hearing and reduced frequency selectivity. Psychophysically, these deficits render loss of speech audibility and speech intelligibility to a hearing-impaired person. Studies of an impaired cochlea in cats have shown that the hearing loss originates from damage to or complete loss of inner and outer hair cells. Neurophysiology of an impaired cochlea in cats shows that the tuning curves of the auditory nerve fibers become elevated and broadened. Amplification in hearing aids has been used to restore audibility in hearing-impaired people. Multiband compression has been commercially available in conventional hearing aids to compensate for the reduced dynamic range of hearing. However, little has been achieved to improve the intelligibility of speech in the hearing-impaired people. The aim of this thesis is to restore not only the speech audibility in a hearing-impaired person, but also to improve their speech intelligibility through some hearing-aid signal processing. The compensation technique used in this thesis for speech intelligibility is based on the hypothesis that a narrowband response of the auditory nerve fibers to speech signals ensure phonemic discriminability in the central nervous system.</p><p>Miller et al. [1999] have proposed contrast-enhancing frequency shaping ( CEFS) to compensate for the broadband responses of the fibers to first and second formants (Fl and F2) of a speech stimulus. Bruce [2004] has shown that the multiband compression can be combined with CEFS without counteracting each other. In Bruce's algorithm, a multiband compressor is serially combined with a time-domain CEFS filter. The MICEFS algorithm, herein presented, is a combination of multiband compression and an improved version of CEFS implemented in the frequency domain. The frequency domain implementation of MICEFS has improved the time delay response of the algorithm by 10 ms as compared to series implementation proposed by Bruce. The total time delay of the MICEFS algorithm is 16 ms, which is still longer than the standard time delay of 10 ms in hearing aids. The MICEFS algorithm was tested on a computational model of auditory periphery [Bruce et al., 2003] using a synthetic vowel and a synthetic sentence. The testing paradigm consisted of five conditions: 1) unmodified speech presented to a normal cochlea; 2) speech modified with halfgain rule presented to an impaired cochlea; 3) CEFS modified speech presented to the impaired cochlea; 4) speech modified with MICEFS presented to the impaired cochlea, and; 5) MICEFS-modified speech with some added noise in the formant estimation presented to an impaired cochlea. The spectral enhancement filter used in MICEFS has improved the synchrony capture of the fibers to the first three formants of a speech stimulus. MICEFS has also restored the correct tonotopic representation in the average discharge rate of the fibers at the first three formants of the speech.</p> |
URI: | http://hdl.handle.net/11375/21878 |
Appears in Collections: | Digitized Open Access Dissertations and Theses |
Files in This Item:
File | Description | Size | Format | |
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Ansari_Shahabuddin_2005July_Masters..pdf | 12.53 MB | Adobe PDF | View/Open |
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