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This paper reports on the design and outcomes of the ICASSP SP ClarityChallenge: Speech Enhancement for Hearing Aids. The scenario was a listenerattending to a target speaker in a noisy, domestic environment. There weremultiple interferers and head rotation by the listener. The challenge extendedthe second Clarity Enhancement Challenge (CEC2) by fixing the amplificationstage of the hearing aid; evaluating with a combined metric for speechintelligibility and quality; and providing two evaluation sets, one based onsimulation and the other on real-room measurements. Five teams improved on thebaseline system for the simulated evaluation set, but the performance on themeasured evaluation set was much poorer. Investigations are on-going todetermine the exact cause of the mismatch between the simulated and measureddata sets. The presence of transducer noise in the measurements, lower orderAmbisonics harming the ability for systems to exploit binaural cues and thedifferences between real and simulated room impulse responses are suggestedcauses

Overview Of The 2023 Icassp Sp Clarity Challenge: Speech Enhancement For Hearing Aids