Title :
Statistical variability of auditory responses to amplitude modulation
Author :
Gourevitch, Boris ; Le Bouquin, Regine ; Faucon, Gerard
Author_Institution :
Lab. Traitement du Signal et de l´Image, Univ. de Rennes 1, Rennes, France
Abstract :
The response of the human auditory system to amplitude modulation (AM) presents oscillating activity in stereoelectroencephalographic (SEEG) signals, the oscillation frequency being very close to the modulation frequency (MF). Numerical studies that may be realized on these SEEG signals mainly focus on the estimation of three parameters: the amplitude, phase and frequency of the oscillation. To improve their estimation, noise reduction techniques are discussed. The estimations errors are analyzed on simulated and real data. Results show that the parameters variability may be explained only by the signal-to-noise ratio (SNR) level in SEEG recordings.
Keywords :
amplitude modulation; audio signal processing; electroencephalography; medical signal detection; signal denoising; statistical analysis; AM; MF; SEEG signal recording; SNR level; amplitude modulation; auditory responses; human auditory system; modulation frequency; noise reduction techniques; oscillating activity; oscillation frequency; parameter estimation error improvement; parameter variability; signal-to-noise ratio level; statistical variability; stereoelectroencephalographic signals; Abstracts; Modulation; Oscillators; Physiology;
Conference_Titel :
Signal Processing Conference, 2004 12th European
Conference_Location :
Vienna
Print_ISBN :
978-320-0001-65-7