Beach House just released their latest album Thank Your Lucky Stars less than three months after putting out their fifth LP Depression Cherry. The group made it clear on Twitter that it was "not a companion to depression cherry or a surprise or b-sides" but an album that they were releasing they way they wanted to release it. The day they released the album, the duo played on The Late Show with Stephen Colbert, performing the cut "One Thing." Singer Victoria Legrand's laidback vocals complement the almost drone-esque chugging of the song perfectly. Watch above.