Chu made her singing debut on television when she was eight years old. She studied at the Chinese Academy of Traditional Chinese Opera. Chu was a soprano opera singer. She specialized in Peking Opera. She created the song and dance "Farewell My Concubine" for the Peking Opera. She sang during the 2008 Summer Olympics.