Donatus, R. E.; Awodele, O.; Oguike, O. E.; Sambo-Magaji, A. A Structured Survey of Attention Mechanisms in Audio-Visual Fusion: Architectures, Challenges, and Evaluation Frameworks. Sci. J. Comput. Sci. 2026, 2, 237-252.