Data-driven audiogram classifier using data normalization and multi-stage feature selection

Abstract Audiograms are used to show the hearing capability of a person at different frequencies. The filter bank in a hearing aid is designed to match the shape of patients’ audiograms. Configuring the hearing aid is done by modifying the designed filters’ gains to match the patient’s audiogram. Th...

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Bibliographic Details
Main Authors: Abeer Elkhouly, Allan Melvin Andrew, Hasliza A Rahim, Nidhal Abdulaziz, Mohd Fareq Abd Malek, Shafiquzzaman Siddique
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-25411-y