Donatus, R.E. et al. 2026. A Structured Survey of Attention Mechanisms in Audio-Visual Fusion: Architectures, Challenges, and Evaluation Frameworks. Scientific Journal of Computer Science. 2, 2 (May 2026), 237–252. DOI:https://doi.org/10.64539/sjcs.v2i2.2026.438.