How I use FFmpeg and Whisper to add subtitles for free to my videos

I didn't find a decent priced solution to add subtitles to my videos, so I ended up exploring how to use Whisper and FFMpeg to do it and found a pretty decent solution, that is both free and fast.

Hope someone else can benefit from it to