A comparative study of eight human auditory models of monaural processing

Alejandro Osses Vecchi*, Leo Varnet, Laurel H. Carney, Torsten Dau, Ian C. Bruce, Sarah Verhulst, Piotr Majdak

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

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Abstract

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.

Original languageEnglish
Article number17
JournalActa Acustica
Volume6
Number of pages24
ISSN1022-4793
DOIs
Publication statusPublished - 2022

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