There is also a group called ` American sparrows ' , or New World sparrows . These are also in a different family , the Emberizidae ( Buntings ) . American sparrows , or New World sparrows , are in a different family , Emberizidae , despite some physical resemblance such as the seed-eater 's bill and frequently well-marked heads .