How to add audio in your website?

At the moment I am making a website and I want to have a feature that as soon as the client goes in the website an audio file plays. I also want to add a icon that will allow the user to mute the audio.

Do any of you know how to make add a feature like that or do you guys know any frameworks or plugins?