Introduction The rapid digitalization of the world has made transcription services increasingly necessary and indispensable. The vast amount of video content being created and circulated on the internet requires transcription for increased accessibility, content optimization, and data analysis. Advancements in technology have streamlined the process of obtaining video transcriptions and