A comparative study of eight human auditory models of monaural processing

A number of auditory models have been developed using diverging approaches, either physiological or perceptual, but they share comparable stages of signal processing, as they are inspired by the same constitutive parts of the auditory system. We compare eight monaural models that are openly accessib...

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Autores principales: Osses Vecchi, Alejandro, Varnet, Léo, Carney, Laurel H., Dau, Torsten, Bruce, Ian C., Verhulst, Sarah, Majdak, Piotr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9625898/
https://www.ncbi.nlm.nih.gov/pubmed/36325461
http://dx.doi.org/10.1051/aacus/2022008
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author Osses Vecchi, Alejandro
Varnet, Léo
Carney, Laurel H.
Dau, Torsten
Bruce, Ian C.
Verhulst, Sarah
Majdak, Piotr
author_facet Osses Vecchi, Alejandro
Varnet, Léo
Carney, Laurel H.
Dau, Torsten
Bruce, Ian C.
Verhulst, Sarah
Majdak, Piotr
author_sort Osses Vecchi, Alejandro
collection PubMed
description A number of auditory models have been developed using diverging approaches, either physiological or perceptual, but they share comparable stages of signal processing, as they are inspired by the same constitutive parts of the auditory system. We compare eight monaural models that are openly accessible in the Auditory Modelling Toolbox. We discuss the considerations required to make the model outputs comparable to each other, as well as the results for the following model processing stages or their equivalents: Outer and middle ear, cochlear filter bank, inner hair cell, auditory nerve synapse, cochlear nucleus, and inferior colliculus. The discussion includes a list of recommendations for future applications of auditory models.
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spelling pubmed-96258982022-11-01 A comparative study of eight human auditory models of monaural processing Osses Vecchi, Alejandro Varnet, Léo Carney, Laurel H. Dau, Torsten Bruce, Ian C. Verhulst, Sarah Majdak, Piotr Acta Acust (2020) Article A number of auditory models have been developed using diverging approaches, either physiological or perceptual, but they share comparable stages of signal processing, as they are inspired by the same constitutive parts of the auditory system. We compare eight monaural models that are openly accessible in the Auditory Modelling Toolbox. We discuss the considerations required to make the model outputs comparable to each other, as well as the results for the following model processing stages or their equivalents: Outer and middle ear, cochlear filter bank, inner hair cell, auditory nerve synapse, cochlear nucleus, and inferior colliculus. The discussion includes a list of recommendations for future applications of auditory models. 2022 2022-05-04 /pmc/articles/PMC9625898/ /pubmed/36325461 http://dx.doi.org/10.1051/aacus/2022008 Text en https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0 (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
Osses Vecchi, Alejandro
Varnet, Léo
Carney, Laurel H.
Dau, Torsten
Bruce, Ian C.
Verhulst, Sarah
Majdak, Piotr
A comparative study of eight human auditory models of monaural processing
title A comparative study of eight human auditory models of monaural processing
title_full A comparative study of eight human auditory models of monaural processing
title_fullStr A comparative study of eight human auditory models of monaural processing
title_full_unstemmed A comparative study of eight human auditory models of monaural processing
title_short A comparative study of eight human auditory models of monaural processing
title_sort comparative study of eight human auditory models of monaural processing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9625898/
https://www.ncbi.nlm.nih.gov/pubmed/36325461
http://dx.doi.org/10.1051/aacus/2022008
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