This paper introduces a novel method to separate voiced frames of noisy speech signals into low-frequency or high-frequency. separation improves the accuracy fundamental frequency (F0) estimators. In this proposal, target signal is analyzed by means ensemble empirical mode decomposition. Next, pitch information extracted from first decomposition modes. feature indicates region where F0 should b...