Title :
F0 estimation using SRH based on TV-CAR speech analysis
Author :
Funaki, Kenta ; Higa, T.
Author_Institution :
Comput. & Networking Center, Univ. of the Ryukyus, Okinawa, Japan
Abstract :
This paper proposes novel robust speech F0 estimation using SRH (Summation Residual Harmonics) based on TV-CAR (Time-Varying Complex AR) analysis. We have already proposed robust F0 estimation based on the TV-CAR analysis in which weighted auto-correlation for complex residual signals is used as the criterion. In the SRH method, the criterion is calculated from LP residual signals. The criterion is summation of residual spectrum value for harmonics. In this paper, we propose SRH-based F0 estimation based on the TV-CAR analysis, in which the criterion is calculated from the complex AR residual. Since complex AR residual provides higher resolution of spectrum, the criterion might be effective for F0 estimation. The experimental results demonstrate that the proposed method performs better than conventional methods.
Keywords :
speech processing; LP residual signals; SRH method; TV-CAR speech analysis; complex AR residual; complex residual signals; residual spectrum value; robust speech estimation; summation residual harmonics; time-varying complex AR; weighted auto-correlation; Additives; Estimation; Harmonic analysis; Noise; Robustness; Speech; Speech analysis; F0 estimation; Summation Residual Harmonics (SRH); analytic signal; complex analysis;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1068-0