chart performance personnel barbra streisand - lead vocals barry gibb - lead and backing vocals , guitar , producer george terry - guitar cornell dupree - guitar richard tee - electric piano george bitzer - electric piano harold cowart - bass steve gadd - drums joe lala - percussion barry gibb version '' guilty '' is a song originally recorded by barry gibb as a guideline to barbra streisand for her album guilty .