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10 items by relevance
1 Conference paper

Hearing Aid Personalization

Nielsen, Jens Brehm; Nielsen, Jakob; Jensen, Bjørn Sand; Larsen, Jan

Proceedings of the 3rd Nips Workshop on Machine Learning and Interpretation in Neuroimaging 2013 — 2013

Modern digital hearing aids require and offer a great level of personalization. Today, this personalization is not performed based directly on what the user actually perceives, but on a hearing-care professional’s interpretation of what the user explains about what is perceived. In this paper

Year: 2013

Language: English

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2 Journal article

Perception-Based Personalization of Hearing Aids Using Gaussian Processes and Active Learning

Nielsen, Jens Brehm; Nielsen, Jakob; Larsen, Jan

Ieee/acm Transactions on Audio, Speech, and Language Processing — 2015, Volume 23, Issue 1, pp. 162-173

Personalization of multi-parameter hearing aids involves an initial fitting followed by a manual knowledge-based trial-and-error fine-tuning from ambiguous verbal user feedback. The result is an often suboptimal HA setting whereby the full potential of modern hearing aids is not utilized

Year: 2015

Language: English

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3 Master Thesis

Preference based personalization of hearing aids

Nielsen, Jens Brehm

Technical University of Denmark (DTU) — 2010

aid fitting procedures. In this thesis, an iterative interactive framework for personalization of hearing aids based on user preferences is presented. For a particular user, the framework models a preference function over hearing aid settings with a Gaussian process based on a minimum

Year: 2010

Language: Undetermined

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