{"ID":2885705,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2508.04283","arxiv_id":"2508.04283","title":"A Multi-stage Low-latency Enhancement System for Hearing Aids","abstract":"This paper proposes an end-to-end system for the ICASSP 2023 Clarity Challenge. In this work, we introduce four major novelties: (1) a novel multi-stage system in both the magnitude and complex domains to better utilize phase information; (2) an asymmetric window pair to achieve higher frequency resolution with the 5ms latency constraint; (3) the integration of head rotation information and the mixture signals to achieve better enhancement; (4) a post-processing module that achieves higher hearing aid speech perception index (HASPI) scores with the hearing aid amplification stage provided by the baseline system.","short_abstract":"This paper proposes an end-to-end system for the ICASSP 2023 Clarity Challenge. In this work, we introduce four major novelties: (1) a novel multi-stage system in both the magnitude and complex domains to better utilize phase information; (2) an asymmetric window pair to achieve higher frequency resolution with the 5ms...","url_abs":"https://arxiv.org/abs/2508.04283","url_pdf":"https://arxiv.org/pdf/2508.04283v1","authors":"[\"Chengwei Ouyang\",\"Kexin Fei\",\"Haoshuai Zhou\",\"Congxi Lu\",\"Linkai Li\"]","published":"2025-08-06T10:15:09Z","proceeding":"eess.AS","tasks":"[\"eess.AS\",\"cs.SD\"]","methods":"[]","has_code":false}