Title :
Harmonic All-Pole Modelling for Glottal Inverse Filtering
Author :
Bäckström, Tom ; Alku, Paavo
Author_Institution :
Lab. of Acoust. & Audio Signal Process., Helsinki Univ. of Technol., Espoo
Abstract :
Glottal inverse filtering is a process, where the acoustic effect of the human vocal tract is removed from the speech signal, to obtain the flow through the vocal folds, the glottal flow. In this article, we present a fully automatic algorithm for inverse filtering, harmonic all-pole inverse filtering, that employs the harmonic structure of speech to obtain the impulse response of both the vocal tract and the glottal flow. The method assumes that the vocal tract and glottal flow waveform can be modelled with minimum- and maximum-phase AR-models, respectively, and that each glottal cycle has a distinct excitation. We present results for male and female speakers for normal, breathy and pressed voices
Keywords :
filtering theory; speech processing; transient response; Glottal filtering; automatic algorithm; harmonic all-pole inverse filtering; human vocal tract; impulse response; speech signal; Acoustics; Autocorrelation; Covariance matrix; Filtering algorithms; Human voice; Inverse problems; Laboratories; Power harmonic filters; Speech analysis; Statistics;
Conference_Titel :
Signal Processing Symposium, 2006. NORSIG 2006. Proceedings of the 7th Nordic
Conference_Location :
Rejkjavik
Print_ISBN :
1-4244-0412-6
Electronic_ISBN :
1-4244-0413-4
DOI :
10.1109/NORSIG.2006.275205