Analysis of the Hilbert Spectrum for Text-Dependent Speaker Verification.

•Seven different features are obtained from the instantaneous frequencies and energies of the IMFs, obtained using MEMD.•The seven features are useful at very low dimensions (<= 4). Thus, only the first few IMFs are useful in extracting features.•The seven features are effective even under telephone channel conditions, Babble noise, and environmental noise.