Title :
A Simple Continuous Pitch Estimation Algorithm
Author :
Garner, Philip N. ; Cernak, Milos ; Motlicek, Petr
Author_Institution :
Idiap Res. Inst., Martigny, Switzerland
Abstract :
Recent work in text to speech synthesis has pointed to the benefit of using a continuous pitch estimate; that is, one that records pitch even when voicing is not present. Such an approach typically requires interpolation. The purpose of this letter is to show that a continuous pitch estimation is available from a combination of otherwise well known techniques. Further, in the case of an autocorrelation based estimate, the continuous requirement negates the need for other heuristics to correct for common errors. An algorithm is suggested, illustrated, and demonstrated using a parametric vocoder.
Keywords :
interpolation; speech coding; speech synthesis; vocoders; autocorrelation-based estimation; continuous pitch estimation algorithm; interpolation; parametric vocoder; speech synthesis; Bayesian methods; Correlation; Estimation; Harmonic analysis; Hidden Markov models; Mathematical model; Speech; Kalman smoother; pitch estimation; speech coding; speech parameterization;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2012.2231675