By Tim Polzehl

This paintings combines interdisciplinary wisdom and event from learn fields of psychology, linguistics, audio-processing, desktop studying, and laptop technological know-how. The paintings systematically explores a unique examine subject dedicated to automatic modeling of character expression from speech. For this objective, it introduces a singular character evaluate questionnaire and offers the result of broad labeling periods to annotate the speech facts with character exams. It offers estimates of the large five character features, i.e. openness, conscientiousness, extroversion, agreeableness, and neuroticism. in keeping with a database outfitted at the questionnaire, the ebook provides versions to differentiate diversified character forms or sessions from speech immediately.

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In an experiment using the German Mary synthesis system, Schröder and Trouvain (2003) and Trouvain et al. (2006) manipulate four prosodic parameters, namely pitch level ( 30 %), pitch range ( 2, 4 and 8 semitones), tempo (0, 15, 30 %) and loudness (soft, modal, loud). Using a 5 point Likert scale, 36 native German speakers were asked how much the modeled utterances fitted a set of intended variation along the Big 5 personality dimensions. Using just one male and one female synthetic voice, the authors wanted to explore if and how much it is possible to model the Big 5 dimensions with the same voice.

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