The song 'Contigo Aprendí' by Armando Manzanero talks about the transformative power of love and how it can bring new emotions, joys, and perspectives to life. The lyrics express gratitude for the presence of a loved one, highlighting how love can make even the simplest things more meaningful and beautiful.