EMBridge: Enhancing Gesture Generalization from EMG Signals through Cross-Modal Representation Learning

EMBridge is a new AI framework that enhances gesture recognition from EMG biosignals by aligning them with high-quality structured data from videos and images. The technology enables zero-shot gesture generalization on low-power wearable devices, potentially advancing human-computer interaction applications.