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Considerations on Adaptive Gain and Frequency Response in Hearing Aids
Joost M Festen1, Janette N Van Dijkhuizen1, Reinier Plomp1
1Department of Otolaryngology, Free University Hospital, Amsterdam, The Netherlands.
Sensorineural hearing loss requires improved signal-to-noise ratio for speech. Adaptive hearing aids can selectively amplify intelligible speech frequencies, enhancing audibility and reducing masking effects for better communication.
Area of Science:
- Audiology
- Signal Processing
- Hearing Science
Background:
- Sensorineural hearing loss (SNHL) impairs speech reception, necessitating higher signal-to-noise ratios (SNR) compared to normal hearing.
- Hearing impairment can cause cross-frequency masking, where noise in one frequency band affects audibility in others.
- Existing hearing aids may not adequately address the complex spectral and temporal processing deficits in SNHL.
Purpose of the Study:
- To propose an adaptive hearing aid signal-processing scheme to improve speech intelligibility for individuals with SNHL.
- To selectively amplify frequency bands crucial for speech intelligibility while maintaining audibility in other bands.
- To investigate the audiological principles and signal processing characteristics for effective hearing aid design.
Main Methods:
- Development of a signal-processing scheme for adaptive hearing aids based on audiological principles.
- Utilizing the Articulation Theory to define spectral amplification characteristics.
- Employing the Modulation Transfer Function (MTF) to determine temporal adaptation requirements.
- Evaluating speech transmission quality using the Speech Transmission Index (STI).
Main Results:
- A signal-processing strategy is proposed to selectively amplify relevant speech frequencies, reducing masking.
- The Articulation Theory provides a framework for optimizing spectral shaping in hearing aids.
- Modulation Transfer Function analysis informs the necessary temporal adaptation capabilities.
- Short-time constant amplitude compression was found to degrade speech transmission quality (STI).
Conclusions:
- Adaptive hearing aids with selective frequency band amplification can enhance speech reception in noise for SNHL listeners.
- The proposed signal-processing scheme offers a potential solution to mitigate masking effects in impaired hearing.
- Careful consideration of spectral and temporal processing is crucial for effective hearing aid design, avoiding detrimental effects like those from rapid amplitude compression.
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