Giacomini, A., Magalhães, A., & Sousa, E. (2026). From-Scratch Audio Classification with Multi-Branch Feature Fusion: Comparing CNN, Transformer, and Mamba. In Anais do XLI Simpósio Brasileiro de Bancos de Dados, (pp. 994-1000). Porto Alegre: SBC. doi:10.5753/sbbd.2026.249650