All you need to have is headphones with remote (like Apple's EarPods)
- Open Youtube and put your video
- Let the video start (important)
- Lock your phone or go the homepage or whatever but leave the YouTube app
- Click on your remote like you want to put the music on (or off) [Max 5 sec after]
- Enjoy!