Featured guest artists include Raekwon, George Clinton, and Erykah Badu. The album reflected a greater level of creative freedom for the group, which led to the members self-producing the majority of the tracks and employing a large number of session musicians who filtered in and out of the studio throughout its recording, exerting a major influence on the album's compositional development. Released as the follow-up to the duo's commercially successful 1996 album ATLiens, Aquemini expands on the previous record's outer space-inspired compositions by incorporating live instrumentation and drawing on 1970s funk, southern soul, gospel, country, psychedelic rock, and other influences.

The group recorded the majority of the album in Bobby Brown's Bosstown Recording Studios and Doppler Studios, both in Atlanta, Georgia. The title is a portmanteau of the two performers' Zodiac signs: Aquarius ( Big Boi) and Gemini ( André 3000), which is indicative of the album's recurring theme of the differing personalities of the two members. It was released on September 29, 1998, by LaFace Records. Aquemini is the third studio album by American hip hop duo Outkast.

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