Pitch Detection Method Based on HHT

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Abstract:

A new method of pitch detection is proposed based on Hilbert-Huang Transform (HHT). Firstly noisy speech signal is filtered by morphological filtering to remove the noise, and then HHT is employed to get Hilbert-Huang spectrum and to calculate instantaneous energy and its derivative. Distinguish the unvoiced and voiced using mutation of instantaneous energy and track pitch.

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Advanced Materials Research (Volumes 846-847)

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1111-1114

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November 2013

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© 2014 Trans Tech Publications Ltd. All Rights Reserved

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[1] Shi-Huang Chen, Rodrigo Capobianco Guido, Trieu-kien Truong, Yaotsu Chang. Improved voice activity detection algorithm using wavelet and support vector machine[J]. Computer Speech and Language. 2010, 24 (3): 531-543.

DOI: 10.1016/j.csl.2009.06.002

Google Scholar

[2] Zhang Jun, Wang Heping. A New Approach of Pitch Detection Based on Morphology Filter and Wavelet Transform[C]. 2010 Second International Workshop on Education Technology and Computer Science (ETCS). Wuhan, Hubei, China. 6-7 March 2010: 751 – 753.

DOI: 10.1109/etcs.2010.556

Google Scholar

[3] WANG Yao-qi, WANG Xiao-peng, ZHANG Zhong-ling . A pitch detection method in low SNR environment[J]. Journal of The China Railway Society, 2012, 34(2): 58-62.

Google Scholar

[4] CHEN Shi-huang, RODRIGO C G, TRUONG Trieu-kien. Improved Voice Activity Detection Algorithm Using Wavelet and Support Vector Machine[J]. Computer Speech and Language. 2010, 24 (3): 531-543.

DOI: 10.1016/j.csl.2009.06.002

Google Scholar

[5] YANG Xiang-ling, YAN Hong, XU Zhi. ECG De-noising Based on Hilbert-Huang Transform[J]. Acta Electronica Sinica, 2011, 39(4): 819-824.

Google Scholar

[6] ZHANG Jun, WANG He-ping. A New Approach of Pitch Detection Based on Morphology Filter and Wavelet Transform[C]/ 2010 Second International Workshop on Education Technology and Computer Science (ETCS). Wuhan, China: 6-7 March 2010: 751- 753.

DOI: 10.1109/etcs.2010.556

Google Scholar

[7] Carlos Ferrer, Diana Torres, Marı´a E. Hernández-Dı´az. Using dynamic time warping of T0 contours in the evaluation of cycle-to-cycle Pitch Detection Algorithms [J]. Pattern Recognition Letters. 2010, 31(6): 517-522.

DOI: 10.1016/j.patrec.2009.07.021

Google Scholar

[8] Cai Runshen, Shi Shaoqiang, Zhu Yaoting. A modified pitch detection method based on wavelet transform[C]. 2010 International Conference on Multimedia and Information Technology (MMIT). Kaifeng, China. 24-25 April 2010. IEEE Computer Society Washington, DC, USA . 2010, 2: 246-249.

DOI: 10.1109/mmit.2010.122

Google Scholar