Audio Event Detection (AED) is a technology that identifies and categorizes sounds within audio recordings, enabling machines to understand and react to auditory information. It leverages machine learning and signal processing techniques to analyze audio signals, making it crucial for applications like surveillance, healthcare monitoring, and smart home devices.