The song 'Caruso' by Lucio Dalla tells a story of love, loss, and the power of music. It describes the emotional journey of a man who finds solace in singing despite the pain of lost love, using metaphors like the sea, wind, and music to convey deep emotions and the bittersweet nature of life.