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Citizens of Myanmar require a visa to enter Korea and are not eligible for any of Korea's other exemptions such as the transit tourist program.
You can remain airside without a visa, but your proposed itinerary would require crossing immigration to enter Korea and collect your baggage and transfer it to your next flight yourself.
You will need to obtain a visa for Korea, or book a different itinerary.