Title :
A breakpoint analysis procedure based on temporal decomposition
Author :
Dix, Paul J. ; Bloothooft, Gerrit
Author_Institution :
Dept. of Comput. and Humanities, Achter de Dom, Utrecht, Netherlands
Abstract :
Temporal decomposition (TD), which is an analysis procedure based on a linear model of the effects of coarticulation, yields a linear approximation of a time sequence of speech parameters in terms of a series of time-overlapping interpolation functions and an associated series of data vectors. The number and positions of these interpolation functions show a high correspondence with phonetic events present in the speech signal. A new and more robust interpolation scheme for TD that gives it a geometric interpretation as a breakpoint analysis procedure in a multidimensional parameter space is described, where breakpoints are connected by straight line segments. The interpolation scheme can be viewed as a generalization of segmentation, allowing for a gradual transition from one segment towards the next.
Keywords :
interpolation; speech analysis and processing; breakpoint analysis procedure; coarticulation; data vectors; geometric interpretation; linear approximation; multidimensional parameter space; phonetic events; segmentation; speech signal; straight line segments; temporal decomposition; time sequence of speech parameters; time-overlapping interpolation functions; Interpolation; Iterative algorithms; Linear approximation; Multidimensional systems; Robustness; Speech analysis; Speech coding; Speech synthesis; Time series analysis; Vectors;
Journal_Title :
Speech and Audio Processing, IEEE Transactions on