Online Personalization of Hearing Instruments. (16th September 2008)
- Record Type:
- Journal Article
- Title:
- Online Personalization of Hearing Instruments. (16th September 2008)
- Main Title:
- Online Personalization of Hearing Instruments
- Authors:
- Ypma, Alexander
Geurts, Job
Özer, Serkan
van der Werf, Erik
de Vries, Bert - Other Names:
- Gan Woon-Seng Academic Editor.
- Abstract:
- Abstract : Online personalization of hearing instruments refers to learning preferred tuning parameter values from user feedback through a control wheel (or remote control), during normal operation of the hearing aid. We perform hearing aid parameter steering by applying a linear map from acoustic features to tuning parameters. We formulate personalization of the steering parameters as the maximization of an expected utility function. A sparse Bayesian approach is then investigated for its suitability to find efficient feature representations. The feasibility of our approach is demonstrated in an application to online personalization of a noise reduction algorithm. A patient trial indicates that the acoustic features chosen for learning noise control are meaningful, that environmental steering of noise reduction makes sense, and that our personalization algorithm learns proper values for tuning parameters.
- Is Part Of:
- EURASIP journal on audio, speech, and music processing. Volume 2008(2008)
- Journal:
- EURASIP journal on audio, speech, and music processing
- Issue:
- Volume 2008(2008)
- Issue Display:
- Volume 2008, Issue 2008 (2008)
- Year:
- 2008
- Volume:
- 2008
- Issue:
- 2008
- Issue Sort Value:
- 2008-2008-2008-0000
- Page Start:
- Page End:
- Publication Date:
- 2008-09-16
- Subjects:
- Sound -- Recording and reproducing -- Digital techniques -- Periodicals
Computer sound processing -- Periodicals
Computer sound processing
Sound -- Recording and reproducing -- Digital techniques
Periodicals
Electronic journal
Electronic journals
620.2 - Journal URLs:
- https://asmp-eurasipjournals.springeropen.com/ ↗
http://www.hindawi.com/GetJournal.aspx?journal=ASMP ↗
http://www.hindawi.com/journals/asmp/contents.html ↗
http://link.springer.com/ ↗ - DOI:
- 10.1155/2008/183456 ↗
- Languages:
- English
- ISSNs:
- 1687-4714
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10486.xml