Jacobs was born in Marksville, Louisiana and grew up in Alexandria, Louisiana, where he first learned to play the harmonica. At the age of 12 he left school and travelled around. He played in the streets of New Orleans, Memphis, Helena, Arkansas and St. Louis and made his living. He learned more about playing harp from Sonny Boy Williamson II, Sunnyland Slim, Honeyboy Edwards and others.