Guilty is the twenty-second studio album by American singer Barbra Streisand released on September 23, 1980, by Columbia Records.

It was produced by Barry Gibb of the Bee Gees and his group's regular production team of Albhy Galuten and Karl Richardson.

The lead single "Woman in Love" became one of the most successful songs of Streisand's music career and spent a total of three weeks at number one on the Billboard Hot 100 chart.

Two other singles were released, which also peaked within the top ten on Billboard Hot 100: the title track, a duet between Streisand and Gibb, won the Grammy Award for Best Pop Performance by a Duo or Group with Vocal in 1981, released as a second single for the album, and became an instant hit, peaking at number three, and "What Kind of Fool", another duet with Gibb, reached number ten for three weeks.

Robert Christgau gave the album a C+ and criticized Streisand's vocals ("most of the time she oversings") and that "when she dramatizes a soap like "Life Story," the mismatch is ridiculous".

Stephen Holden from Rolling Stone gave the album a favorable review and wrote that "while Guilty is a romantic entertainment with no ambitions beyond making billions of hearts flutter and earning millions of dollars, it's also as beautifully crafted a piece of ear candy as I've heard in years".

"[7] Guilty became Streisand's best-selling album to date internationally, with sales of 15 million copies worldwide as well as spawning several hit singles.

In October 2010, American DJ duo Duck Sauce released a single titled "Barbra Streisand", the cover of which is modeled directly after Guilty.