12th International Conference on Signal Processing (SP 2026) is a premier global forum dedicated to advancing the science and engineering of signal processing in all its modern dimensions. As the field evolves toward AI driven, data centric and computationally intensive paradigms, SP 2026 brings together leading researchers, industry innovators, and practitioners to explore breakthroughs that are shaping next generation communication systems, intelligent sensing, computational imaging, and multimodal signal understanding.