New upper bounds on the redundancy of Huffman codes are provided. A bound that for

is sharper than the bound of Gallager, when the probability of the most likely source letter

is the only known probability is presented. The improved bound is the tightest possible for

. Upper bounds are presented on the redundancy of Huffman codes when the extreme probabilities

and

are known.