Listen to Don't Think Twice It's Alright online. Don't Think Twice It's Alright is an English language song and is sung by Joan Baez. Don't Think Twice It's Alright, from the album The Anthology Album, was released in the year 2015. The duration of the song is 3:11. Download English songs online from JioSaavn.