We improved the spectral resolution of THz time domain spectroscopy beyond the limit given by the delay line length. The constraint reconstruction algorithm used successfully depicted the 1.21 THz NH3 doublet separated by ~400MHz in experimental data despite the 1.2 GHz delay line limitation.