The proliferation of digital content across the globe has necessitated the development of strategies to make video content accessible to a wider audience. One key strategy is the addition of subtitles in multiple languages. English subtitles, in particular, have become a standard feature for content creators aiming to reach an international audience. The process of converting and adding subtitles, however, presents several challenges, including quality loss, timing inaccuracies, and the need for efficient processing.