Hi! There's no way to discover or remove the password. That would be against system and file security.
Did you create this compressed file, or did someone else create and send it?
Perhaps you accidentally set a password when you created it, or the file may have been corrupted.
Was this file sent from another device or via email? Or has it always been on your computer?
Are other compressed files also having the same problem?