DocumentCode
1089359
Title
Pitch Contour Stylization Using an Optimal Piecewise Polynomial Approximation
Author
Ghosh, Prasanta Kumar ; Narayanan, Shrikanth S.
Author_Institution
Signal Anal. & Interpretation Lab., Univ. of Southern California, Los Angeles, CA, USA
Volume
16
Issue
9
fYear
2009
Firstpage
810
Lastpage
813
Abstract
We propose a dynamic programming (DP) based piecewise polynomial approximation of discrete data such that the L 2 norm of the approximation error is minimized. We apply this technique for the stylization of speech pitch contour. Objective evaluation verifies that the DP based technique indeed yields minimum mean square error (MSE) compared to other approximation methods. Subjective evaluation reveals that the quality of the synthesized speech using stylized pitch contour obtained by the DP method is almost identical to that of the original speech.
Keywords
dynamic programming; least mean squares methods; piecewise polynomial techniques; speech synthesis; MSE; approximation error; discrete data; dynamic programming; minimum mean square error; optimal piecewise polynomial approximation; pitch contour stylization; speech pitch contour; synthesized speech; Piecewise polynomial approximation; pitch stylization;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2009.2025824
Filename
5089445
Link To Document