Natalie Cole's rendition of "Pick Yourself Up" appears on her 1997 album Stardust, a project that solidified her reputation as a premier interpreter of the Great American Songbook. Drawing from her father Nat King Cole's legacy, Cole delivers a performance characterized by her signature warm, velvety tone and impeccable phrasing. The track exemplifies the sophisticated jazz and pop standards that defined much of her later career, showcasing her ability to breathe new life into classic compositions. This recording highlights her enduring connection to traditional vocal jazz, offering a polished and emotionally resonant take on the material. As part of a celebrated discography that spans decades, the song remains a testament to her skill in navigating complex harmonies and timeless melodies within the genre.