Speech recognition with a hearing-aid processing scheme combining beamforming with mask-informed speech enhancement

T Green, G Hilkhuysen, M Huckvale… - Trends in …, 2022 - journals.sagepub.com
A signal processing approach combining beamforming with mask-informed speech
enhancement was assessed by measuring sentence recognition in listeners with mild-to …

ASR-based speech intelligibility prediction: A review

M Karbasi, D Kolossa - Hearing Research, 2022 - Elsevier
Various types of methods and approaches are available to predict the intelligibility of speech
signals, but many of these still suffer from two major problems: first, their required prior …

[HTML][HTML] The virtual reality lab: Realization and application of virtual sound environments

V Hohmann, R Paluch, M Krueger, M Meis… - Ear and …, 2020 - journals.lww.com
To assess perception with and performance of modern and future hearing devices with
advanced adaptive signal processing capabilities, novel evaluation methods are required …

Individual aided speech-recognition performance and predictions of benefit for listeners with impaired hearing employing FADE

MR Schädler, D Hülsmeier, A Warzybok… - Trends in …, 2020 - journals.sagepub.com
The benefit in speech-recognition performance due to the compensation of a hearing loss
can vary between listeners, even if unaided performance and hearing thresholds are similar …

Restoring speech intelligibility for hearing aid users with deep learning

PU Diehl, Y Singer, H Zilly, U Schönfeld… - Scientific Reports, 2023 - nature.com
Almost half a billion people world-wide suffer from disabling hearing loss. While hearing
aids can partially compensate for this, a large proportion of users struggle to understand …

Functionality of hearing aids: State-of-the-art and future model-based solutions

B Kollmeier, J Kiessling - International journal of audiology, 2018 - Taylor & Francis
A review about technical and perceptual factors in hearing aid technology, research and
development is provided, covering current commercial solutions, underlying models of …

Comparing binaural pre-processing strategies II: Speech intelligibility of bilateral cochlear implant users

RM Baumgärtel, H Hu, M Krawczyk-Becker… - Trends in …, 2015 - journals.sagepub.com
Several binaural audio signal enhancement algorithms were evaluated with respect to their
potential to improve speech intelligibility in noise for users of bilateral cochlear implants …

Objective prediction of hearing aid benefit across listener groups using machine learning: Speech recognition performance with binaural noise-reduction algorithms

MR Schädler, A Warzybok, B Kollmeier - Trends in hearing, 2018 - journals.sagepub.com
The simulation framework for auditory discrimination experiments (FADE) was adopted and
validated to predict the individual speech-in-noise recognition performance of listeners with …

Non-intrusive speech intelligibility prediction for hearing-impaired users using intermediate ASR features and human memory models

R Mogridge, G Close, R Sutherland… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Neural networks have been successfully used for non-intrusive speech intelligibility
prediction. Recently, the use of feature representations sourced from intermediate layers of …

The benefit of a visually guided beamformer in a dynamic speech task

V Best, E Roverud, T Streeter, CR Mason… - Trends in …, 2017 - journals.sagepub.com
The aim of this study was to evaluate the performance of a visually guided hearing aid
(VGHA) under conditions designed to capture some aspects of “real-world” communication …