Is it correct to say you are going to sing karaoke?

Yes, it is correct to say you are going to sing Karaoke. The phrase clearly conveys the intention to participate in a karaoke activity, which involves singing along to music. It's a common expression used in social settings where people gather to enjoy singing together.