Thorpe was married to Caroline Allpass from 1968 until she was killed in a car crash in 1970. The couple's son was born in 1969. Thorpe was married to pianist Marion Stein (1926-2014) from 1973 until her death. Thorpe was diagnosed with Parkinson's disease. He died from the disease in London on 4 December 2014, aged 85.