Analyzing speech of patients with vocal polyps based on channel parameters and fuzzy logic systems

Analyzing speech of patients with vocal polyps based on channel parameters and fuzzy logic systems

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Article ID: iaor20119613
Volume: 62
Issue: 7
Start Page Number: 2834
End Page Number: 2842
Publication Date: Oct 2011
Journal: Computers and Mathematics with Applications
Authors: , , , ,
Keywords: computers: information, statistics: general
Abstract:

In this paper, the spectrum map of speech samples is used to identify patients with vocal polypus. Comparing the spectrum map with impulse response in wireless communication channels, statistical characteristic root‐mean square‐delay spread (RMSD) and standard deviation (SD) are employed to describe the speech frequency domain characteristics. Fuzzy logic system (FLS) is used to make polypus patients diagnosis. RMSD and SD are used as two antecedents and fuzzy rules are designed based on the data we collected from polypus patients and normal people. Based on the real data, we demonstrate that the FLS could be used in polypus patients’ diagnosis with very low probability of miss detection and 0% false alarm rate.

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