Some Acoustic Cues to Human and Machine Estimation of Speaker Age
Susanne Schötz · Lund University Publications (Lund University) · 2004
Two experiments were carried out in order to learn more about the relation between the vari-ous acoustic cues to speaker age. The first in-cluded listening tests with resynthesized stimuli, and the second comprised automatic estimation of age using the CART (Classification And Re-gression Trees) technique. In the first experi-ment, results indicate that human listeners seem to rely more on spectral cues than on F0 and duration when judging age. The results of the second experiment seem to agree with the first, as formant frequencies outperformed the other features in the CART tests. The acoustics and perception of speaker age will be studied further using a larger material and additional methods.