Title :
On the appearance of a positive real pole in the results of glottal closed phase linear prediction
Author :
Cinneide, Alan O. ; Dorran, David ; Gainza, Mikel ; Coyle, Eugene
Author_Institution :
Audio Res. Group, Dublin Inst. of Technol., Dublin, Ireland
Abstract :
Often when performing glottal closed phase covariance linear prediction, a positive real pole can appear in the resulting filter transfer function. The commonly adopted approach is to discard this pole, as it does not fit with the usual model of the all-pole vocal tract filter. However, this real pole describes some aspect of the speech signal; this paper provides a novel perspective on its occurrence. This viewpoint has a useful implication to the speech community, especially from the perspective of fitting a glottal pulse to the inverse filtered signal, as the real pole describes the return phase of the glottal flow for certain voice types that adhere to a reasonable criterion. Tests with synthetic signals are performed to validate this approach.
Keywords :
covariance analysis; signal processing; speech processing; transfer functions; all-pole vocal tract filter; filter transfer function; glottal closed phase linear prediction; inverse filtered signal; phase covariance linear prediction; positive real pole; speech community; speech signal; Acoustics; Analytical models; Mathematical model; Production; Speech; Speech processing; Time-domain analysis;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg