Aria
Shouldn't it be "have known"? Did she omitted "have"?

Yes, to be grammatically correct, it should be "have known". "Have" was omitted because this is a song, so the lyrics are stylized.
Yes, to be grammatically correct, it should be "have known". "Have" was omitted because this is a song, so the lyrics are stylized.