1. A voicing estimation method for speech recognition, the method comprising: performing a Fourier transform on input voice signals after the input voice signals are pre-processed; detecting peaks in the transformed input voice signals after smoothing the transformed input voice signals; computing frequency bounds respectively associated with each of the detected peaks; and determining a voicing class according to each computed frequency bound.