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"Aerosmith's Greatest Hits," released in 1980, stands as the band's most commercially successful album and a testament to Joe Perry's guitar prowess. This compilation album features some of Aerosmith's most iconic tracks, including "Dream On," "Walk This Way," and "Sweet Emotion," which showcase Perry's signature blues-influenced riffs and electrifying solos, making it a definitive collection for both Aerosmith fans and rock music enthusiasts alike.