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A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane
We propose a new active nonlinear model of the frequency response of the basilar membrane in biological cochlea called the simple dual path nonlinear (SDPN) model and a novel sound processing strategy for cochlear implants (CIs) based upon this model. The SDPN model was developed to utilize the adva...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3652108/ https://www.ncbi.nlm.nih.gov/pubmed/23690872 http://dx.doi.org/10.1155/2013/153039 |
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author | Kim, Kyung Hwan Choi, Sung Jin Kim, Jin Ho |
author_facet | Kim, Kyung Hwan Choi, Sung Jin Kim, Jin Ho |
author_sort | Kim, Kyung Hwan |
collection | PubMed |
description | We propose a new active nonlinear model of the frequency response of the basilar membrane in biological cochlea called the simple dual path nonlinear (SDPN) model and a novel sound processing strategy for cochlear implants (CIs) based upon this model. The SDPN model was developed to utilize the advantages of the level-dependent frequency response characteristics of the basilar membrane for robust formant representation under noisy conditions. In comparison to the dual resonance nonlinear model (DRNL) which was previously proposed as an active nonlinear model of the basilar membrane, the SDPN model can reproduce similar level-dependent frequency responses with a much simpler structure and is thus better suited for incorporation into CI sound processors. By the analysis of dominant frequency component, it was confirmed that the formants of speech are more robustly represented after frequency decomposition by the nonlinear filterbank using SDPN, compared to a linear bandpass filter array which is used in conventional strategies. Acoustic simulation and hearing experiments in subjects with normal hearing showed that the proposed strategy results in better syllable recognition under speech-shaped noise compared to the conventional strategy based on fixed linear bandpass filters. |
format | Online Article Text |
id | pubmed-3652108 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-36521082013-05-20 A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane Kim, Kyung Hwan Choi, Sung Jin Kim, Jin Ho Comput Math Methods Med Research Article We propose a new active nonlinear model of the frequency response of the basilar membrane in biological cochlea called the simple dual path nonlinear (SDPN) model and a novel sound processing strategy for cochlear implants (CIs) based upon this model. The SDPN model was developed to utilize the advantages of the level-dependent frequency response characteristics of the basilar membrane for robust formant representation under noisy conditions. In comparison to the dual resonance nonlinear model (DRNL) which was previously proposed as an active nonlinear model of the basilar membrane, the SDPN model can reproduce similar level-dependent frequency responses with a much simpler structure and is thus better suited for incorporation into CI sound processors. By the analysis of dominant frequency component, it was confirmed that the formants of speech are more robustly represented after frequency decomposition by the nonlinear filterbank using SDPN, compared to a linear bandpass filter array which is used in conventional strategies. Acoustic simulation and hearing experiments in subjects with normal hearing showed that the proposed strategy results in better syllable recognition under speech-shaped noise compared to the conventional strategy based on fixed linear bandpass filters. Hindawi Publishing Corporation 2013 2013-04-17 /pmc/articles/PMC3652108/ /pubmed/23690872 http://dx.doi.org/10.1155/2013/153039 Text en Copyright © 2013 Kyung Hwan Kim et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Kim, Kyung Hwan Choi, Sung Jin Kim, Jin Ho A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane |
title | A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane |
title_full | A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane |
title_fullStr | A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane |
title_full_unstemmed | A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane |
title_short | A Sound Processor for Cochlear Implant Using a Simple Dual Path Nonlinear Model of Basilar Membrane |
title_sort | sound processor for cochlear implant using a simple dual path nonlinear model of basilar membrane |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3652108/ https://www.ncbi.nlm.nih.gov/pubmed/23690872 http://dx.doi.org/10.1155/2013/153039 |
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