A comparative study of eight human auditory models of monaural processing.


Journal

Acta acustica. European Acoustics Association
ISSN: 2681-4617
Titre abrégé: Acta Acust (2020)
Pays: France
ID NLM: 101767681

Informations de publication

Date de publication:
2022
Historique:
entrez: 3 11 2022
pubmed: 4 11 2022
medline: 4 11 2022
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 36325461
doi: 10.1051/aacus/2022008
pmc: PMC9625898
mid: NIHMS1845525
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : NIDCD NIH HHS
ID : R01 DC010813
Pays : United States

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Auteurs

Alejandro Osses Vecchi (A)

Laboratoire des systèmes perceptifs, Département d'études cognitives, École Normale Supérieure, PSL University, CNRS, 75005 Paris, France.

Léo Varnet (L)

Laboratoire des systèmes perceptifs, Département d'études cognitives, École Normale Supérieure, PSL University, CNRS, 75005 Paris, France.

Laurel H Carney (LH)

Departments of Biomedical Engineering and Neuroscience, University of Rochester, Rochester, NY 14642, USA.

Torsten Dau (T)

Hearing Systems Section, Department of Health Technology, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.

Ian C Bruce (IC)

Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON L8S 4K1, Canada.

Sarah Verhulst (S)

Hearing Technology group, WAVES, Department of Information Technology, Ghent University, 9000 Ghent, Belgium.

Piotr Majdak (P)

Acoustics Research Institute, Austrian Academy of Sciences, 1040 Vienna, Austria.

Classifications MeSH