Based on the level of respect or formality, you can say "I'm sorry! (if you don't hear something)" in Korean in 3 ways:

• Informal: mworago? (뭐라고?)
• Formal: mworayo? (뭐라고요?)
• Very formal: mworago hasheotsseumnikka? (뭐라고 하셨습니까?)