Background
Voice assistants gained significant popularity, leading major companies to integrate them into their devices and services, with options like Siri, Alexa, Google Assistant, Cortana, and Bixby becoming ubiquitous. However, the accuracy of these assistants in understanding human commands proved to be far from perfect. Users frequently experienced frustration as their spoken commands were misunderstood, leading to repeated attempts and tiring follow-ups to correct errors. This persistent issue of miscommunication made the experience more frustrating than helpful for many users.



