About

Log in?

DTU users get better search results including licensed content and discounts on order fees.

Anyone can log in and get personalized features such as favorites, tags and feeds.

Log in as DTU user Log in as non-DTU user No thanks

DTU Findit

Conference paper

Data-driven hearing care with time-stamped data-logging

In Proceedings of the International Symposium on Auditory and Audiological Research — 2018
From

Eriksholm Research Centre1

Oticon Danmark AS2

Cognitive Systems, Department of Applied Mathematics and Computer Science, Technical University of Denmark3

Department of Applied Mathematics and Computer Science, Technical University of Denmark4

Modern hearing aids holds significant personalization potentials while the processes associated with the administration do not fully accommodate the dialogue for finding the optimized and personalized settings. The hearing aids presented here use a connected smartphone to log a snapshot of 21 sound environment parameters every minute, e.g., sound pressure level in low, mid, and high frequencies and broadband, the estimate of the signal-to-noise ratio in the same 4 bands, the sound environment detector, etc.

This data stream shows the sound environments that the user of the hearing aids experiences. The continuous stream of sound environment data is supplemented by the user’s operation of the hearing aid, e.g., which program is chosen when, and how is the volume control adjusted as well. Whenever the user changes program or volume, the change is logged with the time stamp.

Together, the continuous and event based data logging reveals in which situations the user prefers a given program and on the bigger time-scale, which program that should be the default program. The close integration of the hearing aid, the mobile phone, and cloud services turning the hearing aid into an Internet of Things device not only enable the learning and adaptation but also supplementing the dialogue between user and audiologist with objective data about the actual use of the hearing aids.

Language: English
Publisher: The Danavox Jubilee Foundation
Year: 2018
Proceedings: International Symposium on Auditory and Audiological Research
ISBN: 8799001365 and 9788799001361
Types: Conference paper
ORCIDs: Johansen, Benjamin and Petersen, Michael Kai

DTU users get better search results including licensed content and discounts on order fees.

Log in as DTU user

Access

Analysis