We develop fast computations of discrete Gabor transforms. We present algorithms for computations of both Gabor analysis and Gabor synthesis via the fast Fourier transform. The algorithms are performed with complexity O(N log N). In addition, we propose an algorithm for computing the dual Gabor wavelets with complexity less than O(N log N). (C) 1999 Elsevier Science B.V. All rights reserved.