Abstract: This paper studies the problem of signal reconstruction from spectral phase. The convergence problem of relaxed iterative algorithm is discussed based on the convenience proof using normalized correlation factor. Three modification methods are presented and compared. The first modification method presented in this paper, of relaxed iterative algorithm with order one or two, is recommended.