[HTML][HTML] Computational modeling of the human auditory periphery: Auditory-nerve responses, evoked potentials and hearing loss

S Verhulst, A Altoe, V Vasilkov - Hearing research, 2018 - Elsevier
Abstract Models of the human auditory periphery range from very basic functional
descriptions of auditory filtering to detailed computational models of cochlear mechanics …

Harnessing the power of artificial intelligence to transform hearing healthcare and research

NA Lesica, N Mehta, JG Manjaly, L Deng… - Nature Machine …, 2021 - nature.com
The advances in artificial intelligence that are transforming many fields have yet to make an
impact in hearing. Hearing healthcare continues to rely on a labour-intensive service model …

A comparative study of eight human auditory models of monaural processing

AO Vecchi, L Varnet, LH Carney, T Dau… - Acta …, 2022 - acta-acustica.edpsciences.org
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 …

A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications

D Baby, A Van Den Broucke, S Verhulst - Nature machine intelligence, 2021 - nature.com
Auditory models are commonly used as feature extractors for automatic speech-recognition
systems or as front-ends for robotics, machine-hearing and hearing-aid applications …

Age-related changes in neural coding of envelope cues: peripheral declines and central compensation

A Parthasarathy, EL Bartlett, SG Kujawa - Neuroscience, 2019 - Elsevier
Aging listeners often experience difficulties in perceiving temporally complex acoustic cues
in noisy environments. These difficulties likely have neurophysiological contributors from …

A Bayesian model for human directional localization of broadband static sound sources

R Barumerli, P Majdak, M Geronazzo… - Acta …, 2023 - acta-acustica.edpsciences.org
Humans estimate sound-source directions by combining prior beliefs with sensory evidence.
Prior beliefs represent statistical knowledge about the environment, and the sensory …

A FPGA implementation of the CAR-FAC cochlear model

Y Xu, CS Thakur, RK Singh, TJ Hamilton… - Frontiers in …, 2018 - frontiersin.org
This paper presents a digital implementation of the Cascade of Asymmetric Resonators with
Fast-Acting Compression (CAR-FAC) cochlear model. The CAR part simulates the basilar …

Physiological models of the lateral superior olive

G Ashida, DJ Tollin, J Kretzberg - PLOS Computational Biology, 2017 - journals.plos.org
In computational biology, modeling is a fundamental tool for formulating, analyzing and
predicting complex phenomena. Most neuron models, however, are designed to reproduce …

Auditory sensory saliency as a better predictor of change than sound amplitude in pleasantness assessment of reproduced urban soundscapes

K Filipan, B De Coensel, P Aumond, A Can… - Building and …, 2019 - Elsevier
The sonic environment of the urban public space is often experienced while walking through
it. Nevertheless, city dwellers are usually not actively listening to the environment when …

A framework for testing and comparing binaural models

M Dietz, JH Lestang, P Majdak, RM Stern, T Marquardt… - Hearing Research, 2018 - Elsevier
Auditory research has a rich history of combining experimental evidence with computational
simulations of auditory processing in order to deepen our theoretical understanding of how …