Title :
Multiresolution for the detection of xiphoidal sounds in noisy medical audio signals
Author :
Dellandréa, E. ; Makris, P. ; Boiron, M. ; Vincent, N.
Author_Institution :
Lab. d´´Informatique, Univ. of Tours, France
Abstract :
In this paper a method we have developed in order to detect particular events (xiphoidal sounds) in swallowing audio signals is presented. The difficulty of the problem comes from the noisy nature of our medical audio signals, due to biological and environmental reasons. Besides, xiphoidal sounds have a highly nonstationary behaviour that makes conventional analysis methods such as Fourier transform or parametric model based methods nonsuitable. Thus, the detection method we have developed is based on a wavelet multiresolution analysis of the signal which is a powerful concept particularly adapted to signals dominated by transient behaviour or discontinuities. The decomposition levels of signals that comprise significant information are automatically selected and a multicriteria decision function is used to detect xiphoidal sounds among selected peaks.
Keywords :
audio signal processing; medical signal processing; patient diagnosis; signal resolution; wavelet transforms; audio signal swallowing; multicriteria decision function; noisy medical audio signal; nonstationary behaviour; signal decomposition level; signal wavelet multiresolution analysis; transient behaviour; transient discontinuities; xiphoidal sound detection; Acoustic noise; Adaptive signal detection; Event detection; Fourier transforms; Medical signal detection; Multiresolution analysis; Parametric statistics; Signal resolution; Wavelet analysis; Working environment noise;
Conference_Titel :
Video/Image Processing and Multimedia Communications, 2003. 4th EURASIP Conference focused on
Print_ISBN :
953-184-054-7
DOI :
10.1109/VIPMC.2003.1220532