Description
Bullying Decoder turns everyday classroom audio, previously unused, into a live stream of structured behavioural data, making verbal bullying measurable in real time. Trained on hours of real classroom interactions, the system continuously analyses tone, context, repetition, and emotional intensity to decode the evolving sentiment of each class as it happens. It maps classroom locations with the school timetable, enabling CCTVs to accurately attribute behaviour to the correct grade, even in shared spaces like labs and music rooms. These conversations reveal the severity of verbal harm and emerging risks as they develop. Visualised through a real-time dashboard, the system reflects behavioural shifts, turning scattered conversations into a responsive intelligence system. By converting classroom audio into decision-ready insights, it enables immediate interventions, while reinforcing parental confidence and contributing to increased student applications in the new academic year.
