Self-organizing map clustering based on continuous multiresolution entropy

Physica A: Statistical Mechanics and its Applications

Volumn 361, Issue 1, 2006, Pages 337-354

  Torres, H M ^a   Gurlekian, J A ^a   Rufiner, H L ^b   Torres, M E ^b  

^a Facultad de Ciencias Naturales e Instituto M Lillo   (Argentina)

^b UNIVERSIDAD NACIONAL DE ENTRE RÍOS   (Argentina)

Author keywords

Continuous multiresolution entropy; Nonlinear systems; Self organizing maps; Speech segmentation; Wavelet transform

Indexed keywords

ADDITIVE NOISE; CONTINUOUS MULTIRESOLUTION ENTROPY; NONLINEAR DYNAMIC SYSTEMS; SPEECH SEGMENTATION;

ENTROPY; WAVELET TRANSFORMS;

SELF ORGANIZING MAPS;

EID: 34548506167     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2005.05.073     Document Type: Article

References (33)

1. J.P. Eckmann, and D. Ruelle Ergodic theory of chaos and strange attractors Rev. Mod. Phys. 57 57 1985 617 656
2. T. Li, and J. Gibson Speech analysis and segmentation by parametric filtering IEEE Trans. Speech Audio Process. 4 3 1996 207 220
3. A. Wolf, J.B. Swift, H.L. Swinney, and J.A. Vastano Determining Lyapunov exponents from a time series Physica D 16 1985 285 317
4. L.D. Iasemidis, J.C. Sackellares, H.P. Zaveri, and W.J. Williams Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures Brain Topogr. 2 3 1990 187 201
5. J. Van Neerven, Determination of the correlation dimension from a time series, applications to rat EEGs: sleep, theta rhythm and epilepsy, Ph.D. Thesis, Department of Exp. Zoology, University of Amsterdam, 1988.
6. H. Abarbanel, R. Brown, J. Sidorowich, and L. Tsimring The analysis of observed chaotic data in physical systems Rev. Modern Phys. 65 4 1993 1331 1392
7. P. Abry Ondelettes et Turbulences. Multirésolutions, algorithmes de décomposition, invariance d'échelle et signaux de pression 1997 Diderot Multimedia France
8. M.E. Torres, M.M. Añino, L.G. Gamero, and M.A. Gemignani Automatic detection of slight changes in nonlinear dynamical systems using multiresolution entropy tools Int. J. Bifurc. Chaos 11 4 2001 967 981
9. T. Kohonen, Self-organizing maps, Springer Series in Information Sciences, vol. 30, Springer, Berlin, Heidelberg, 1995 (second extended edition 1997).
10. A.M. Borzone Manrique Manual de Fonética Acústica 1980 Hachette Buenos Aires
11. P. Delattre Comparing the Phonetic Features of English, French, German, and Spanish 1965 Julius Groos Verlag Heidelberg Santa Barbara, California, USA
12. C.E. Shannon A mathematical theory of communication Bell Syst. Tech. J. 27 3 1948 379 423
13. M. Torres, L. Gamero, and E. D'Attellis Pattern detection in eeg using multiresolution entropy Latin Am. Appl. Res. 53 1995 53 57
14. M.E. Torres, L. Gamero, P. Flandrin, and P. Abry On a multiresolution entropy measure A.F. Laine Akram Aldroubi M. Unser SPIE'97 Wavelet Applications in Signal and Image Processing V vol. 3169 1997 SPIE International Society for Optical Engineering Washington 400 407
15. C. Tsallis Somm comments on Boltzmann-Gibbs statistical mechanics Chaos Solitons Fractals 6 1995 539 559 (and references therein)
16. Z. Daróczy Generalized information functions Inf. Control 16 1970 36 51
17. J. Havrda, and F. Charvat Quantification method of classification process: concept of structural α -entropy Kybernetica 3 1967 30 35
18. M.E. Torres, El procesamiento de señales ligadas a problemas no lineales, Ph.D. Thesis, Universidad Nacional de Rosario - Argentine, 1999 (Math.D. Thesis).
19. I. Daubechies Ten Lectures on Wavelets May 1992 Society for Industrial and Applied Mathematics Philadelphia, USA
20. S. Mallat A Wavelet Tour of Signal Processing 1999 Academic Press San Diego, California, USA
21. M.E. Torres, and L.G. Gamero Relative complexity changes in time series using information measures Physica A 286 3-4 2000 457 473
22. T. Kohonen, J. Hynninen, J. Kangas, J. Laaksonen, SOM_PAK: The self-organizing map program package, Report A31, Helsinki University of Technology, Laboratory of Computer and Information Science, January 1996.
23. D. Reddy, Segmentation of speech sound, JASA (1966) 307-312.
24. J. Hemeret Automatic segmentation of speech IEEE Trans. Signal Process. 39 4 1991 1008 1012
25. J. Deller, J. Proakis, and J. Hansen Discrete Time Processing of Speech Signals 1993 Macmillan Publishing New York
26. A. Vortersman, J. Martens, and B. Coile Automatic segmentation and labeling of multi-lingual speech data Speech Comunication 19 1996 271 293
27. C. Jeong, and H. Jeong Automatic phone segmentation and labeling of continuous speech Speech Comunication 20 1996 291 311
28. P. Grassberger, T. Schreiber, and C. Schaffrath Nonlinear time sequence analysis Int. J. Bifurc. Chaos 1 3 1995 521 547
29. D.H. Milone, J.J. Merelo, H.L. Rufiner, Evolutionary algorithm for speech segmentation, in: Proceedings of the 2002 IEEE World Congress on Evolutionary Computation, Paper No. 7270, IEEE Press, 2002.
30. W. Wokurek, Corpus based evaluation of entropy rate speech segmentation, in: Proceedings of the International Conference on Phonetic Sciences, ICPhS International Conference on Phonetic Sciences, San Francisco, 1999, pp. 1217-1220.
31. D. Klatt Software for a cascade/parallel formant synthesizer JASA 67 1980 971 995
32. A.M. Borzone de Aronson An acoustic study of /i/, /u/ in the Spanish diphtongs Language and Speech 19 2 1976 121 128
33. J. Gurlekian, H. Rodriguez, L. Colantoni, and H. Torres Development of a prosodic database for an argentine spanish text to speech system B. Bird Liberman Proceedings of the IRCS Workshop on Linguistic Databases, SIAM December 2001 University of Pennsylvania Philadelphia, USA 99 104