DocumentCode
3569157
Title
Detection of hypernasal speech using a nonlinear operator
Author
Cairns, Doug ; Hansen, John H L ; Riski, John E.
Author_Institution
Dept. of Electr. Eng., Duke Univ., Durham, NC, USA
fYear
1994
Firstpage
253
Abstract
Hypernasal speech is indicative of an underlying problem in the speech production system that results from either a physical defect, or a dysfunctional nervous system. Current clinical methods for determining whether speech is normal or hypernasal are invasive or awkward. A noninvasive system is proposed to classify speech as normal or hypernasal based on the nonlinear Teager Energy operator. The performance of the system is evaluated using normal and simulated hypernasal speech. Results show that the Teager Energy metric reliably detects the presence of hypernasality in a speech sample
Keywords
medical signal processing; speech processing; Teager Energy metric; clinical methods; dysfunctional nervous system; hypernasal speech detection; noninvasive system; nonlinear Teager Energy operator; nonlinear operator; normal speech; physical defect; speech sample; Birth disorders; Cancer; Frequency modulation; Nervous system; Production systems; Resonance; Speech analysis; Speech processing; Stress; Surgery;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Print_ISBN
0-7803-2050-6
Type
conf
DOI
10.1109/IEMBS.1994.412058
Filename
412058
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