Sarah Vaughan recorded the songs for this album between 1955 and 1956 for Mercury Records, although it was released as an LP in 1957. The producer was Bob Shad, who worked closely with Vaughan during her time on the label.
The album brings together ballads and romantic standards, showcasing Vaughan's velvety voice and technical control. It includes orchestral arrangements directed by Hal Mooney and other conductors, creating an intimate and sophisticated atmosphere.
Although not one of her most commercial albums, 'In a Romantic Mood' is valued by collectors for its thematic cohesion and the quality of the performances, highlighting tracks like 'I'm Glad There Is You' and 'It's Magic'.