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Real-Time Multirate Multiband Amplification for Hearing Aids

Hearing loss is a common problem affecting the quality of life for thousands of people. However, many individuals with hearing loss are dissatisfied with the quality of modern hearing aids. Amplification is the main method of compensating for hearing loss in modern hearing aids. One common amplifica...

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Autores principales: SOKOLOVA, ALICE, SENGUPTA, DHIMAN, HUNT, MARTIN, GUPTA, RAJESH, AKSANLI, BARIS, HARRIS, FREDRIC, GARUDADRI, HARINATH
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10260239/
https://www.ncbi.nlm.nih.gov/pubmed/37309510
http://dx.doi.org/10.1109/access.2022.3176368
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author SOKOLOVA, ALICE
SENGUPTA, DHIMAN
HUNT, MARTIN
GUPTA, RAJESH
AKSANLI, BARIS
HARRIS, FREDRIC
GARUDADRI, HARINATH
author_facet SOKOLOVA, ALICE
SENGUPTA, DHIMAN
HUNT, MARTIN
GUPTA, RAJESH
AKSANLI, BARIS
HARRIS, FREDRIC
GARUDADRI, HARINATH
author_sort SOKOLOVA, ALICE
collection PubMed
description Hearing loss is a common problem affecting the quality of life for thousands of people. However, many individuals with hearing loss are dissatisfied with the quality of modern hearing aids. Amplification is the main method of compensating for hearing loss in modern hearing aids. One common amplification technique is dynamic range compression, which maps audio signals onto a person’s hearing range using an amplification curve. However, due to the frequency dependent nature of the human cochlea, compression is often performed independently in different frequency bands. This paper presents a real-time multirate multiband amplification system for hearing aids, which includes a multirate channelizer for separating an audio signal into eleven standard audiometric frequency bands, and an automatic gain control system for accurate control of the steady state and dynamic behavior of audio compression as specified by ANSI standards. The spectral channelizer offers high frequency resolution with low latency of 5.4 ms and about 14× improvement in complexity over a baseline design. Our automatic gain control includes a closed-form solution for satisfying any designated attack and release times for any desired compression parameters. The increased frequency resolution and precise gain adjustment allow our system to more accurately fulfill audiometric hearing aid prescriptions.
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spelling pubmed-102602392023-06-12 Real-Time Multirate Multiband Amplification for Hearing Aids SOKOLOVA, ALICE SENGUPTA, DHIMAN HUNT, MARTIN GUPTA, RAJESH AKSANLI, BARIS HARRIS, FREDRIC GARUDADRI, HARINATH IEEE Access Article Hearing loss is a common problem affecting the quality of life for thousands of people. However, many individuals with hearing loss are dissatisfied with the quality of modern hearing aids. Amplification is the main method of compensating for hearing loss in modern hearing aids. One common amplification technique is dynamic range compression, which maps audio signals onto a person’s hearing range using an amplification curve. However, due to the frequency dependent nature of the human cochlea, compression is often performed independently in different frequency bands. This paper presents a real-time multirate multiband amplification system for hearing aids, which includes a multirate channelizer for separating an audio signal into eleven standard audiometric frequency bands, and an automatic gain control system for accurate control of the steady state and dynamic behavior of audio compression as specified by ANSI standards. The spectral channelizer offers high frequency resolution with low latency of 5.4 ms and about 14× improvement in complexity over a baseline design. Our automatic gain control includes a closed-form solution for satisfying any designated attack and release times for any desired compression parameters. The increased frequency resolution and precise gain adjustment allow our system to more accurately fulfill audiometric hearing aid prescriptions. 2022 2022-05-20 /pmc/articles/PMC10260239/ /pubmed/37309510 http://dx.doi.org/10.1109/access.2022.3176368 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. For more information, see https://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Article
SOKOLOVA, ALICE
SENGUPTA, DHIMAN
HUNT, MARTIN
GUPTA, RAJESH
AKSANLI, BARIS
HARRIS, FREDRIC
GARUDADRI, HARINATH
Real-Time Multirate Multiband Amplification for Hearing Aids
title Real-Time Multirate Multiband Amplification for Hearing Aids
title_full Real-Time Multirate Multiband Amplification for Hearing Aids
title_fullStr Real-Time Multirate Multiband Amplification for Hearing Aids
title_full_unstemmed Real-Time Multirate Multiband Amplification for Hearing Aids
title_short Real-Time Multirate Multiband Amplification for Hearing Aids
title_sort real-time multirate multiband amplification for hearing aids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10260239/
https://www.ncbi.nlm.nih.gov/pubmed/37309510
http://dx.doi.org/10.1109/access.2022.3176368
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