Signal Processing and Analysis of Pathological Speech Using Artificial Intelligence and Learning Systems Methods

• Authors: W. Wszołek , A. Izworski , G. Izworski
• Languages of publication: EN

Abstracts

EN

In this paper, selected results are presented of research which is carried on for over a decade and covers valuation of chosen signal processing methods suitable to analyze and valuate pathological speech. This valuation is necessary during solving many medical diagnostics problems and when planning therapy and rehabilitation of certain types of diseases. All presented examples are used in clinical practice in the area of dentistry, dental surgery, otolaryngology and most of all, in phoniatrics and speech correction.

Keywords

EN

43.70.+I; 84.35.+i

Discipline

• 84.35.+i: Neural networks(for optical neural networks, see 42.79.Ta; see also 07.05.Mh Neural networks, fuzzy logic, artificial intelligence in computers in experimental physics; 87.18.Sn in biological complexity)

• Publisher: Institute of Physics, Polish Academy of Sciences
• Journal: Acta Physica Polonica A
• Year: 2013
• Volume: 123
• Issue: 6
• Pages: 995-1000

Dates

published

2013-06

Contributors

author

W. Wszołek

• Faculty of Mechanical Engineering and Robotics, al. A. Mickiewicza 30, 30-059 Krakow, Poland

author

A. Izworski

• Faculty of Automatics and Biomedical Engineering, al. A. Mickiewicza 30, 30-059 Krakow, Poland

author

G. Izworski

• Faculty of Mechanical Engineering and Robotics, al. A. Mickiewicza 30, 30-059 Krakow, Poland

References

• [1] R. Tadeusiewicz, Speech Signal, WKŁ, Warszawa 1988, (In Polish)
• [2] Cz. Basztura, Acoustical Sources, Signals and Images, WKŁ, Warsaw 1988, (in Polish)
• [3] R. Tadeusiewicz, A. Izworski, in: ICONIP 2006, Springer, Berlin 2006, p. 211
• [4] http://www.cleftadvocate.org/galleryk.html
• [5] W. Wszołek, M. Modrzejewski, R. Tadeusiewicz, T. Wszołek, in: Proc. EMBEC'02 Vienna 2002, Eds. H. Hutten, P. Krösl, 2002, Vienna 2002, p. 536
• [6] W. Wszołek, Methods of cognitive categorization for analysis and classification of selected cases of pathological speech, Monograph 232, AGH Publishing, Kraków 2011, (in Polish)
• [7] R. Gubrynowicz, J. Phonet. 14, 525 (1986)
• [8] W. Wszołek, T. Wszołek, in: Intelligent Information Processing and Web Mining, Eds. A. Kłopotek, S. Wierzchoń, K. Trojanowski, Springer, Berlin 2004, p. 609
• [9] W. Wszołek, M. Kłaczyński, in: Fundamentals of Biomedical Engineering, Eds. R. Tadeusiewicz, P. Augustyniak, AGH Publishing, Kraków 2009, p. 339, (in Polish)
• [10] S. Howard, The Cleft Palate-Craniofacial Journal 50, 207 (2013)
• [11] K. Fukushima, N. Wake, IEEE Trans. on Neural Networks 2, (1991)
• [12] A.I. Maren, C. Harston, R.M. Papm, Handbook of Neural Computing Applications, Academic Press, London 1990

Identifiers

DOI

10.12693/APhysPolA.123.995