Systems and methods for assisting the hearing-impaired using machine learning for ambient sound analysis and alerts

This invention describes a system designed to assist people with hearing impairments by analyzing sounds in their environment. It uses a device to capture ambient audio, which is then processed to identify specific sound events, such as emergency sirens or animal noises. The system then sends customizable alerts directly to the user's mobile phone as push notifications, and can also clean up and amplify sounds for a hearing device.