Title :
Speech formant frequency and bandwidth tracking using multiband energy demodulation
Author :
Potamianos, Alexandros ; Maragos, Petros
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The AM-FM modulation model and a multiband analysis/demodulation scheme is applied to speech formant frequency and bandwidth tracking. Filtering is performed by a bank of Gabor bandpass filters. Each band is demodulated to amplitude envelope and instantaneous frequency signals using the energy separation algorithm. Short-time formant frequency and bandwidth estimates are obtained from the instantaneous amplitude and frequency signals and their merits are presented. The estimates are used to determine the formant locations and bandwidths. Performance and computational issues (frequency domain implementation) are discussed. Overall, the multiband demodulation approach to formant tracking is easy to implement, provides accurate formant frequency and realistic bandwidth estimates, and performs well in the presence of nasalization
Keywords :
amplitude modulation; band-pass filters; demodulation; filtering theory; frequency estimation; frequency modulation; speech processing; tracking filters; AM-FM modulation model; Gabor bandpass filter bank; amplitude envelope signals; computational issues; energy separation algorithm; filtering; formant locations; frequency domain implementation; instantaneous frequency signals; multiband analysis; multiband demodulation; multiband energy demodulation; nasalization; performance; short-time bandwidth estimates; short-time formant frequency estimates; speech bandwidth tracking; speech formant frequency tracking; Amplitude estimation; Amplitude modulation; Band pass filters; Bandwidth; Demodulation; Filtering; Frequency domain analysis; Frequency estimation; Gabor filters; Resonance; Speech analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479811