{"ID":2834068,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2512.02860","arxiv_id":"2512.02860","title":"RFOP: Rethinking Fusion and Orthogonal Projection for Face-Voice Association","abstract":"Face-voice association in multilingual environment challenge 2026 aims to investigate the face-voice association task in multilingual scenario. The challenge introduces English-German face-voice pairs to be utilized in the evaluation phase. To this end, we revisit the fusion and orthogonal projection for face-voice association by effectively focusing on the relevant semantic information within the two modalities. Our method performs favorably on the English-German data split and ranked 3rd in the FAME 2026 challenge by achieving the EER of 33.1.","short_abstract":"Face-voice association in multilingual environment challenge 2026 aims to investigate the face-voice association task in multilingual scenario. The challenge introduces English-German face-voice pairs to be utilized in the evaluation phase. To this end, we revisit the fusion and orthogonal projection for face-voice ass...","url_abs":"https://arxiv.org/abs/2512.02860","url_pdf":"https://arxiv.org/pdf/2512.02860v1","authors":"[\"Abdul Hannan\",\"Furqan Malik\",\"Hina Jabbar\",\"Syed Suleman Sadiq\",\"Mubashir Noman\"]","published":"2025-12-02T15:21:21Z","proceeding":"cs.CV","tasks":"[\"cs.CV\"]","methods":"[]","has_code":false}