DocumentCode
2809020
Title
F0 contour estimation using ELS-based robust time-varying complex speech analysis
Author
Funaki, Keiichi
Author_Institution
Comput. & Networking Center, Univ. of the Ryukyus, Okinawa, Japan
fYear
2011
fDate
4-7 Jan. 2011
Firstpage
313
Lastpage
316
Abstract
Robust F0 (Fundamental frequency) estimation plays an important role in speech processing. This paper proposes simple F0 contour estimation algorithm based on the robust TV-CAR speech analysis, in which the F0 contour is estimated by peak-picking for the estimated time-varying spectrum by means of ELS-based robust complex speech analysis for an analytic speech signal. The experimental results demonstrate that the proposed method leads to more accurate continuous F0 estimation than the conventional ones for high-pitched speech.
Keywords
least squares approximations; speech processing; ELS-based robust time-varying complex speech analysis; F0 contour estimation; extended least square; speech processing; time-varying spectrum; Equations; Estimation; Frequency estimation; Mathematical model; Robustness; Speech; Speech analysis; ELS (Extended Least Square); F0 contour estimation; robust complex speech analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), 2011 IEEE
Conference_Location
Sedona, AZ
Print_ISBN
978-1-61284-226-4
Type
conf
DOI
10.1109/DSP-SPE.2011.5739231
Filename
5739231
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