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Clarity Machine Learning Challenges to Revolutionise Hearing Device Processing

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Abstract: In the Clarity project, we will run a series of machine learning challengesto revolutionise speech processing for hearing devices. Over five years, therewill be three paired challenges. Each pair will consist of a competitionfocussed on hearing-device processing ( "enhancement ") and another focussed onspeech perception modelling ( "prediction "). The enhancement challenges willdeliver new and improved approaches for hearing device signal processing forspeech. The parallel prediction challenges will develop and improve methods forpredicting speech intelligibility and quality for hearing impaired listeners.This Engineering and Physical Sciences Research Council (EPSRC) funded projectinvolves researchers from the Universities of Sheffield, Salford, Nottinghamand Cardiff in conjunction with the Hearing Industry Research Consortium,Action on Hearing Loss, Amazon, and Honda. To register interest in thechallenges, go to this http URL.

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