Beijing = Northern Chinese pronunciation
Peking = Southern Chinese pronunciation
Peking = Southern Chinese pronunciation
Beijing is Pinyin and Peking is Wade-giles
Both are pronounced the same way
Wade-Giles would be pei-ching. (Pinyin is indeed beijing.)