Wind Noise Reduction Strategy in Hearing Aids Through U-Net Deep Learning and Microphone Enclosure Design

KY Lin, FM Lai, HY Chang - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Wind noise interference can adversely affect the performance of behind-the-ear hearing
aids, particularly when used outdoors. In this study, we developed a novel strategy to …

Speech enhancement for hearing aids with deep learning on environmental noises

G Park, W Cho, KS Kim, S Lee - Applied Sciences, 2020 - mdpi.com
Hearing aids are small electronic devices designed to improve hearing for persons with
impaired hearing, using sophisticated audio signal processing algorithms and technologies …

Efficiency of a wind noise attenuation algorithm

L Lee - Hear Rev, 2016 - sthearingservices.com
By Lidia Lee, PhD Advanced research in hearing aid algorithm development has focused on
speech understanding in adverse listening conditions. Innovative designs with dual …

A smart binaural hearing aid architecture leveraging a smartphone APP with deep-learning speech enhancement

Y Li, F Chen, Z Sun, J Ji, W Jia, Z Wang - IEEE Access, 2020 - ieeexplore.ieee.org
This paper presents a smartphone-based binaural hearing aid architecture for improving the
speech intelligibility of hearing aid users. The proposed system consists of an earpiece, a …

Improving the performance of hearing aids in noisy environments based on deep learning technology

YH Lai, WZ Zheng, ST Tang, SH Fang… - 2018 40th Annual …, 2018 - ieeexplore.ieee.org
The performance of a deep-learning-based speech enhancement (SE) technology for
hearing aid users, called a deep denoising autoencoder (DDAE), was investigated. The …

Multi-objective learning based speech enhancement method to increase speech quality and intelligibility for hearing aid device users

YH Lai, WZ Zheng - Biomedical Signal Processing and Control, 2019 - Elsevier
Background noise is a critical issue for hearing aid device users; a common solution to
address this problem is speech enhancement (SE). In recent times, a novel SE approach …

Wind noise management in hearing aids

P Korhonen - Seminars in Hearing, 2021 - thieme-connect.com
Many hearing aid users are negatively impacted by wind noise when spending time
outdoors. Turbulent airflow around hearing aid microphones caused by the obstruction of …

[PDF][PDF] Environmental Noise Adaptable Hearing Aid using Deep Learning.

SA Nossier, MRM Rizk, S El Shehaby… - Int. Arab J. Inf …, 2022 - researchgate.net
Speech de-nosing is one of the essential processes done inside hearing aids, and has
recently shown a great improvement when applied using deep learning. However, when …

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 …

[PDF][PDF] A cascaded speech enhancement for hearing aids in noisy-reverberant conditions

X Chen, Y Shi, W Xiao, M Wang, T Wu… - … Clarity Workshop on …, 2021 - claritychallenge.org
Hearing aid users suffer from poor listening experiences under noise and reverberation.
This paper introduces a cascaded speech enhancement system to improve the intelligibility …