 Peloquin was born in Northbridge, Massachusetts, the son of Noe G. and Marie Louise (Bernard) Peloquin.Peloquin began his musical training at the age of eight, studying piano and organ.At the age of eleven, he performed classical piano on his own radio program for WTAG in Worcester, Massachusetts.