Title :
Speech modeling with time varying amplitude and phase
Author :
Giannakis, Georgios B. ; Zhou, Guotong
Author_Institution :
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
Abstract :
Formant transitions contain important information related to hearing and perception. The concept of moving poles is used in this paper in relation to the time-varying impulse response model of the vocal tract and describes the trajectory of a formant. The model allows for amplitude modulation as well as other nonstationarities present such as formant bandwidth variations. The moving poles are modeled as polynomial functions of time, whose linear (albeit suboptimal) estimates ate obtained from the higher-order ambiguity function. An overall optimal but nonlinear least squares scheme is developed to improve upon the linear estimates and both algorithms are tested by simulations
Keywords :
amplitude estimation; amplitude modulation; least mean squares methods; phase estimation; poles and zeros; polynomials; speech processing; transient response; algorithms; amplitude modulation; formant bandwidth variations; formant trajectory; formant transitions; hearing; higher-order ambiguity function; linear suboptimal estimates; moving poles; nonstationarities; optimal nonlinear least squares; perception; polynomial time functions; simulations; speech modeling; time varying amplitude; time varying phase; time-varying impulse response model; vocal tract; Auditory system; Bandwidth; Frequency modulation; Least squares methods; Linear predictive coding; Polynomials; Shape; Speech; TV; Testing;
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1994., Proceedings of the IEEE-SP International Symposium on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-2127-8
DOI :
10.1109/TFSA.1994.467279