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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Bibliographic Details
Published inActa acustica Vol. 6; p. 17
Main Authors Osses Vecchi, Alejandro, Varnet, Léo, Carney, Laurel H., Dau, Torsten, Bruce, Ian C., Verhulst, Sarah, Majdak, Piotr
Format Journal Article
LanguageEnglish
Published France EDP Sciences 2022
Subjects
Acoustics
Approximation
Cognitive science
Comparative studies
Computer Science
Engineering Sciences
Filter banks
Life Sciences
Middle ear
Neurons and Cognition
Physiology
Programming Languages
Psychology and behavior
Signal processing
Simulation
Sound
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Summary: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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ISSN:2681-4617
1610-1928
2681-4617
1861-9959
DOI:10.1051/aacus/2022008