Evaluating and Optimizing Hearing-Aid Self-Fitting Methods using Population Coverage. (arXiv:2210.13732v1 [cs.LG])

Adults with mild-to-moderate hearing loss can use over-the-counter hearing
aids to treat their hearing loss at a fraction of traditional hearing care
costs. These products incorporate self-fitting methods that allow end-users to
configure their hearing aids without the help of an audiologist. A self-fitting
method helps users configure the gain-frequency responses that control the
amplification for each frequency band of the incoming sound. This paper
considers how to design effective self-fitting methods and whether we may
evaluate certain aspects of …

arxiv hearing population