2017 release. A Girl, A Bottle, A Boat is Train's first album without lead guitarist and founding member Jimmy Stafford. Although he is not on the new album, he is currently still partially involved with the band, as he continues to play with them at some live performances and events. It marks the band's first new music since their 2014 album Bulletproof Picasso. The album's first single "Play That Song" borrows the central melody from the 1938 single "Heart and Soul" by Howard Hoagland "Hoagy" Carmichael.