Twiss married on 1 May 1786 Frances Kemble (1759–1822), known as Fanny. She was the second daughter of Roger Kemble, the sister of Sarah Siddons, and had been courted unsuccessfully by George Steevens. An actor though not very successful, on marriage she retired from the stage, which gladdened her sister.