As a composer, Greenbaum achieved some recognition with his Parfums de Nuits, three miniatures for oboe and orchestra written for Leon Goossens and performed at the Proms on 12 October 1922. He then conducted the premiere of his orchestral piece A Sea Poem at the 1923 Proms, repeating it the following year.
