Pole-zero analysis of voiced speech using group delay characteristics
Naoki Mikami, Ryohji Ohba · IEEE Transactions on Acoustics Speech and Signal Processing · 1984
The group delay characteristics of the vocal tract are derived from the approximate spectral envelope defined by peaks at the harmonics of the pitch frequency. Formant and anti-formant frequencies are extracted from the group delay by a simple peak-picking method.