Autumn Story is the third extended play by South Korean boy band Astro.

It was released by Fantagio Music on November 10, 2016 and distributed by Interpark.

The EP contains 5 tracks, including the lead single, "Confession".

[1] The hidden track, called "Confession talk (고백 Talk)" is an audio message from the group members.

[2] The Red version of the album features MJ, Moonbin, and Sanha talking on the confession, while the Orange version has JinJin, Cha Eun-woo, and Rocky talking on the confession.