Let h be a generalized frame in a separable Hilbert space H indexed by a me
asure space (M, S, mu), and assume its analysing operator is surjective. It
is shown that h is essentially discrete; that is, the corresponding index
measure space (M, S, mu) can be decomposed into atoms E-1, E-2,... such tha
t L-2(mu) is isometrically isomorphic to the weighted space l(w)(2) of all
sequences {c(i)} of complex numbers with \ \ {c(i)}\ \ (2) = Sigma \c(i)\ (
2)w(i) < <infinity>, where w(i) = mu (E-i), i= 1, 2,.... This provides a ne
w proof for the redundancy of the windowed Fourier transform as well as any
wavelet family in L-2(R).