Enhancing spatial hearing with cochlear implants: exploring the role of AI, multimodal interaction and perceptual training
Lorenzo Picinali, Robert Baumgartner, Valerie Gaveau, Antonino Greco, Stefanie Liebe, Paul Oomen, Christoph Braun

TL;DR
This paper proposes a multidisciplinary framework to improve spatial hearing in cochlear implant users by integrating AI, multimodal interaction, and perceptual training, addressing a previously neglected aspect of CI performance.
Contribution
It introduces a novel collaborative research approach combining expertise from medicine, psychology, and engineering to enhance spatial hearing in CI users.
Findings
Framework promotes interdisciplinary collaboration
Highlights importance of spatial hearing in CI performance
Lays groundwork for future AI-driven enhancements
Abstract
Cochlear implants (CIs) have been developed to the point where they can restore hearing and speech understanding in a large proportion of patients. Although spatial hearing is central to controlling and directing attention and to enabling speech understanding in noisy environments, it has been largely neglected in the past. We propose here a multi-disciplinary research framework in which physicians, psychologists and engineers collaborate to improve spatial hearing for CI users.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsHearing Loss and Rehabilitation · Hearing Impairment and Communication · Tactile and Sensory Interactions
