Characterizing glottal activity from speech using Empirical Mode Decomposition

2015 21st National Conference on Communications, NCC 2015

Volumn , Issue , 2015, Pages

  Sharma, Rajib ^a   Mahadeva Prasanna, S R ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY GUWAHATI   (India)

Author keywords

EMD; GAD; GIMF; Glottal activity; IMF; pitch

Indexed keywords

FUNCTIONS; SPEECH ANALYSIS; SPEECH COMMUNICATION; SPEECH PROCESSING;

ACTIVITY DETECTION; EMPIRICAL MODE DECOMPOSITION; EXCITATION SOURCES; GIMF; INTRINSIC MODE FUNCTIONS; PITCH; PITCH FREQUENCIES; PROCESSING APPLICATIONS;

AUDIO SIGNAL PROCESSING;

EID: 84929094000     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NCC.2015.7084821     Document Type: Conference Paper

References (18)

1. N. E. Huang, Z. Shen, S. R. Long, M. C. Wu, H. H. Shih, Q. Zheng, N.-C. Yen, C. C. Tung, and H. H. Liu, "The empirical mode decomposition and the hilbert spectrum for nonlinear and non-stationary time series analysis," Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, vol. 454, no. 1971, pp. 903-995, 1998.
2. N. E. Huang and S. S. Shen, Hilbert-Huang transform and its applications. World Scientific, 2005, vol. 5.
3. H. Huang and J. Pan, "Speech pitch determination based on hilberthuang transform," Signal Processing, vol. 86, no. 4, pp. 792-803, 2006.
4. G. Schlotthauer, M. E. Torres, and H. L. Rufiner, "A new algorithm for instantaneous f0 speech extraction based on ensemble empirical mode decomposition," in Proc. of 17th Eur. Sign. Proces. Conf, 2009, pp. 2347-2351.
5. A. Bouzid and N. Ellouze, "Empirical mode decomposition of voiced speech signal," in Control, Communications and Signal Processing, 2004. First International Symposium on. IEEE, 2004, pp. 603-606.
6. Z. Wu and N. E. Huang, "A study of the characteristics of white noise using the empirical mode decomposition method," Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, vol. 460, no. 2046, pp. 1597-1611, 2004.
7. P. Flandrin, G. Rilling, and P. Goncalves, "Empirical mode decomposition as a filter bank," Signal Processing Letters, IEEE, vol. 11, no. 2, pp. 112-114, 2004.
8. Z. Wu and N. E. Huang, "Ensemble empirical mode decomposition: a noise-assisted data analysis method," Advances in adaptive data analysis, vol. 1, no. 01, pp. 1-41, 2009.
9. J.-R. Yeh, J.-S. Shieh, and N. E. Huang, "Complementary ensemble empirical mode decomposition: A novel noise enhanced data analysis method," Advances in Adaptive Data Analysis, vol. 2, no. 02, pp. 135-156, 2010.
10. M. E. Torres, M. A. Colominas, G. Schlotthauer, and P. Flandrin, "A complete ensemble empirical mode decomposition with adaptive noise," in Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. IEEE, 2011, pp. 4144-4147.
11. M. A. Colominas, G. Schlotthauer, and M. E. Torres, "Improved complete ensemble emd: A suitable tool for biomedical signal processing," Biomedical Signal Processing and Control, vol. 14, pp. 19-29, 2014.
12. K. Sri Rama Murty, B. Yegnanarayana, and M. A. Joseph, "Characterization of glottal activity from speech signals," Signal Processing Letters, IEEE, vol. 16, no. 6, pp. 469-472, 2009.
13. N. Dhananjaya and B. Yegnanarayana, "Voiced/nonvoiced detection based on robustness of voiced epochs," Signal Processing Letters, IEEE, vol. 17, no. 3, pp. 273-276, 2010.
14. B. S. Atal and L. Rabiner, "A pattern recognition approach to voicedunvoiced-silence classification with applications to speech recognition," Acoustics, Speech and Signal Processing, IEEE Transactions on, vol. 24, no. 3, pp. 201-212, 1976.
15. R. McAulay and T. F. Quatieri, "Pitch estimation and voicing detection based on a sinusoidal speech model," in Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on. IEEE, 1990, pp. 249-252.
16. K. Molla, K. Hirose, N. Minematsu, and K. Hasan, "Voiced/unvoiced detection of speech signals using empirical mode decomposition model," in Information and Communication Technology, 2007. ICICT'07. International Conference on. IEEE, 2007, pp. 311-314.
17. P. Galhotra and M. K. Patil, "Determine the pitch markers in speech signal using ensemble empirical mode decomposition," IJARCSSE, vol. 2, no. 7, 2012.
18. J. Kominek and A. W. Black, "The cmu arctic speech databases," in Fifth ISCA Workshop on Speech Synthesis, 2004.