Gender Classification in Emotional Speech
Mohammad Hossein · InTech eBooks · 2008
Formant features 1-4Mean value of the first, second, third, and fourth formant.5-8Maximum value of the first, second, third, and fourth formant.9-12 Minimum value of the first, second, third, and fourth formant.13-16Variance of the first, second, third, and fourth formant. Pitch features 17-21Maximum, minimum, mean, median, interquartile range of pitch values.22 Pitch existence in the utterance expressed in percentage (0-100%).www.intechopen.comGender Classification in Emotional Speech 365 23-26 Maximum, mean, median, interquartile range of durations for the plateaux at minima.27-29 Mean, median, interquartile range of pitch values for the plateaux at minima.30-34 Maximum, mean, median, interquartile range, upper limit (90%) of durations for the plateaux at maxima.35-37 Mean, median, interquartile range of the pitch values within the plateaux at maxima.38-41 Maximum, mean, median, interquartile range of durations of the rising slopes of pitch contours.42-44 Mean, median, interquartile range of the pitch values within the rising slopes of pitch contours.45-48 Maximum, mean, median, interquartile range of durations of the falling slopes of pitch contours.49-51 Mean, median, interquartile range of the pitch values within the falling slopes of pitch contours.Intensity (Energy) features 52-56 Maximum, minimum, mean, median, interquartile range of energy values.57-60 Maximum, mean, median, interquartile range of durations for the plateaux at minima.61-63 Mean, median, interquartile range of energy values for the plateaux at minima.64-68 Maximum, mean, median, interquartile range, upper limit (90%) of duration for the plateaux at maxima.69-71 Mean, median, interquartile range of the energy values within the plateaux at maxima.72-75 Maximum, mean, median, interquartile range of durations of the rising slopes of energy contours.76-78 Mean, median, interquartile range of the energy values within the rising slopes of energy contours.79-82 Maximum, mean, median, interquartile range of durations of the falling slopes of energy contours.83-85 Mean, median, interquartile range of the energy values within the falling slopes of energy contours.