Objective Speech Quality Assessment involves the evaluation of speech signals using computational models to predict perceived quality, without relying on human listeners. This approach is crucial for optimizing speech processing systems in telecommunications, hearing aids, and voice-controlled devices, ensuring clarity and intelligibility across various environments and conditions.