How to stop Facebook autoplaying video and sound

One of the most commonly shared type of posts, video is huge on Facebook. Video also autoplays on Facebook's mobile apps, which is irritating, and it's just got even more annoying with autoplaying sound. Here's how to stop Facebook automatically playing video and sound.