By Tim Polzehl
This paintings combines interdisciplinary wisdom and adventure from learn fields of psychology, linguistics, audio-processing, desktop studying, and laptop technology. The paintings systematically explores a unique examine subject dedicated to computerized modeling of character expression from speech. For this target, it introduces a unique character review questionnaire and offers the result of wide labeling periods to annotate the speech info with character checks. It presents estimates of the large five character features, i.e. openness, conscientiousness, extroversion, agreeableness, and
neuroticism. in keeping with a database equipped at the questionnaire, the booklet provides versions to distinguish diversified character varieties or sessions from speech automatically.
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Additional info for Personality in Speech: Assessment and Automatic Classification
If a person at hand is unknown, humans nevertheless assume certain characteristics, which may be taken from persons we assume to be similar. We automatically predict a wide range of attitudes, behavior, and other properties. After prediction, we expect to encounter the predicted behavior. In many cases, we are even able to sense small deviations from this expected behavior. In this respect, perceived personality may be seen as the entity of all possible behavior sensible in speech communication that manifest personality traits.
Bad synthesis quality corresponds to unnatural listening experiences. The mere fact, that the speech may have sounded unnatural could potentially have changed the perception of the actual simuli. Note, that the addressed acoustic parameters are not completely independent from each other, as spectral characteristics and pitch change when humans speak louder, for example. Manipulation of only one factor out of a compound of naturally associated factors can also exert a distorting or unnatural influence.
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