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
Link To Document :
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