From GUI Tests to Conversational Interaction: A New Perspective on App-Specific Voice Assistants

Voice assistants are widely deployed on mobile platforms, yet most are designed as system-level services that remain poorly aligned with application-specific behavior. As a result, enabling voice interaction at the app level requires developers to manually reimplement application logic, leading to h...