Having the a decent Spotify playlist (music only, no words) on while working can help focus you a lot more than overhearing constant inane chats across the office. Also let's people know you'd rather be left alone to get your work done.
I don't wear headphones at my desk as my job role wouldn't suit it but a lot of the other teams do (mainly developers) and it works for them.