The authors describe their experiences, over five decades, in the digital signal processing revolution. Collaborating with BBN scientists from other disciplines, they have been challenged to find the best technical solutions to a given problem. The area addressed is acoustic signal processing for detecting the source of acoustic energy. Examples are monitoring airport noise and detecting sound from submarines in the oceans.