Use the sentence in passive: I didn't realize that somebody was recording our conversation.     

1  I didn't realize that our conversation was being recorded.            
2 I don't realize that our conversation is being recorded.
3 I didn't realize that somebody recorded our conversation.
4 I didn't recorded our conversation.  
5 I didn't realize that our conversation were being recorded.