Franklin Sales de Oliveira, Diognei de Matos, and Caio Henrique de Miranda Onofre. 2026. Mining Multimodal Patterns: Interpretable Video-Audio Relationships for Dataset Characterization and Semantic Retrieval. In Proceedings of the 32nd Brazilian Symposium on Multimedia and the Web, outubro 27, 2026, Lavras/MG, Brasil. SBC, Porto Alegre, Brasil, 319-327. DOI: https://doi.org/10.5753/webmedia.2026.30927.