Based on the Shalvi-Weinstein criterion, a super-exponential algorithm for Raman spectra blind deconvolution is proposed. The actual spectral data and the unit-impulse response of measurement instruments can be estimated simultaneously. By the experiments on some real Raman spectra,this algorithm has a very fast convergence,and can improve the resolving power and correct the relative intensity distortion considerably.