Real-Time Audio Classification for Educational Assessment

This presentation explores an AI-driven audio classification system with applications in surveillance and healthcare, addressing real-time challenges through technologies like YAMNet and Python. Assessment-focused insights highlight user pain points, empathy mapping, and evaluation findings to refine user needs. A detailed synthesis of user personas and desired outcomes informs the project's functional value and psychological impact, reinforcing its goals for practical and transformative...