What explains the fascinating radio bursts from outer space?

You've seen the movie. A weary radio astronomer is sitting in a control room full of complex electronics, with an earphone held sleepily against her ear. She hears a crackle, then another and another, until the unmistakable sound of a radio transmission is heard. Jolted alert, she checks known frequencies and finds that nothing should be there.