Develop real-time audio-visual source separation, speaker tracking, and sound-field reconstruction with hardware acceleration for smart-glasses hearing-assistive systems, integrating low-latency DSP, FPGA/GPU platforms, and multimodal sensing for social acoustic reconstructions.