New Adventures in Hi-Fi is the tenth studio album by the American alternative rock band R.E.M. It was their fifth major-label release for Warner Bros. Records, released on September 9, 1996, in Europe and Australia, and the following day in the United States. New Adventures in Hi-Fi was the band's final album recorded with founding drummer Bill Berry, original manager Jefferson Holt, and long-time producer Scott Litt. The members of R.E.M. consider the recorded album representative of the band at their peak, and fans generally regard it as the band's last great record before a perceived artistic decline during the late 1990s and early 2000s. It has sold around seven million units, growing in cult status years after its release, with several retrospectives ranking it among the top of the band's recorded catalogue.

R.E.M. was an American alternative rock band from Athens, Georgia, formed in 1980 by drummer Bill Berry, guitarist Peter Buck, bassist Mike Mills, and lead vocalist Michael Stipe, who were students at the University of Georgia. One of the first alternative rock bands, R.E.M. was noted for Buck's ringing, arpeggiated guitar style; Stipe's distinctive vocal quality, unique stage presence, and obscure lyrics; Mills's melodic bass lines and backing vocals; and Berry's tight, economical drumming style. In the early 1990s, other alternative rock acts such as Nirvana and Pavement viewed R.E.M. as a pioneer of the genre. After Berry left the band in 1997, the band continued its career in the 2000s with mixed critical and commercial success. The band broke up amicably in 2011 with members devoting time to solo projects after having sold more than 90 million albums worldwide and becoming one of the world's best-selling music acts.