This workflow automates the process of transcribing audio files stored in an AWS S3 bucket using AWS Transcribe. When triggered manually, it first retrieves all files from the specified S3 bucket, then transcribes each media file automatically. The process involves a manual trigger, fetching files from S3, and invoking AWS Transcribe to convert speech to text. This setup is particularly useful for content creators, marketers, or developers who need to convert large volumes of audio data into text for documentation, analysis, or accessibility purposes.