According to another aspect of the present invention, there is provided a method of detecting a pitch in input voice signals, the method including performing a Fourier transform on the input voice signals after performing a pre-processing on the input voice signals, performing an interpolation on the transformed voice signals, calculating a normalized local center of gravity (NLCG) on a spectrum o