Xinyuan Zhou obtained the B.Eng. degree in Electrical Engineering from Chengdu University of Information Technology, Chengdu, China in 2018. Now, He is an exchange M.Eng. student at National University of Singapore from September 2019 to September 2020 under the supervision of Prof. Haizhou Li. His current research focuses on the Mandarin-English Code-switching speech recognition.