Towards modelling active sound localisation based on Bayesian inference in a static environment

G McLachlan, P Majdak, J Reijniers… - Acta …, 2021 - acta-acustica.edpsciences.org
Over the decades, Bayesian statistical inference has become a staple technique for
modelling human multisensory perception. Many studies have successfully shown how …

Enhanced Place Specificity of the Parallel Auditory Brainstem Response: A Modeling Study

TJ Stoll, RK Maddox - Trends in Hearing, 2023 - journals.sagepub.com
While each place on the cochlea is most sensitive to a specific frequency, it will generally
respond to a sufficiently high-level stimulus over a wide range of frequencies. This spread of …

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 …

Assessing HRTF preprocessing methods for Ambisonics rendering through perceptual models

I Engel, DFM Goodman, L Picinali - Acta Acustica, 2022 - acta-acustica.edpsciences.org
Binaural rendering of Ambisonics signals is a common way to reproduce spatial audio
content. Processing Ambisonics signals at low spatial orders is desirable in order to reduce …

The sonicom hrtf dataset

I Engel, R Daugintis, T Vicente, AOT Hogg… - Journal of the Audio …, 2023 - aes.org
Immersive audio technologies, ranging from rendering spatialized sounds accurately to
efficient room simulations, are vital to the success of augmented and virtual realities. To …

A neural-network framework for the design of individualised hearing-loss compensation

F Drakopoulos, S Verhulst - IEEE/ACM Transactions on Audio …, 2023 - ieeexplore.ieee.org
Sound processing in the human auditory system is complex and highly non-linear, whereas
hearing aids (HAs) still rely on simplified descriptions of auditory processing or hearing loss …

Predictors for estimating subcortical EEG responses to continuous speech

JP Kulasingham, FL Bachmann, K Eskelund, M Enqvist… - Plos one, 2024 - journals.plos.org
Perception of sounds and speech involves structures in the auditory brainstem that rapidly
process ongoing auditory stimuli. The role of these structures in speech processing can be …

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 …

Spatial up-sampling of HRTF sets using generative adversarial networks: A pilot study

P Siripornpitak, I Engel, I Squires, SJ Cooper… - Frontiers in Signal …, 2022 - frontiersin.org
Headphones-based spatial audio simulations rely on Head-related Transfer Functions
(HRTFs) in order to reconstruct the sound field at the entrance of the listener's ears. A HRTF …

[HTML][HTML] Speech intelligibility prediction based on modulation frequency-selective processing

H Relaño-Iborra, T Dau - Hearing Research, 2022 - Elsevier
Speech intelligibility models can provide insights regarding the auditory processes involved
in human speech perception and communication. One successful approach to modelling …