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.

After the success of the Bee Gees in the late 1970s, there was some time to write songs for other artists and Streisand, one of those artists, asked Gibb to write an album for her. It became her best-selling album to date internationally, with sales between 15–20 million copies worldwide as well as spawning several hit singles. According to the liner notes of Barbra's retrospective box set: Just for the Record, the album also received a record certification in Austria, Brazil, Denmark, Israel, Italy, Japan, the Netherlands, Portugal, Spain. Sweden, Switzerland, and Russia.

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 in 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. The fourth single, "Promises", a more disco-oriented track released in May 1981, reached as high as number 48 in both the U.S. and Canada. It was a much bigger Adult Contemporary hit in both nations, reaching number eight and number five, respectively. This song was also released on Streisand's first commercially released 12" single as a solo artist following her 1979 duet with Donna Summer, "No More Tears (Enough Is Enough)", and two promotional singles released for "Shake Me, Wake Me (When It's Over)" in 1975, and "The Main Event/Fight" in 1979.

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