Personality in Speech: Assessment and Automatic by Tim Polzehl

By Tim Polzehl

This paintings combines interdisciplinary wisdom and event from learn fields of psychology, linguistics, audio-processing, desktop studying, and computing device technological know-how. The paintings systematically explores a unique study subject dedicated to automatic modeling of character expression from speech. For this target, it introduces a unique character evaluate questionnaire and provides the result of broad labeling classes to annotate the speech information with character checks. It presents estimates of the large five character features, i.e. openness, conscientiousness, extroversion, agreeableness, and
neuroticism. in response to a database equipped at the questionnaire, the e-book provides versions to differentiate various character forms or periods from speech automatically.

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Additional info for Personality in Speech: Assessment and Automatic Classification

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8 corresponds to good classification success. 2 Vocal Cues of Personality Perception 35 fail to capture relevant information for agreeableness while assessing openness seems to be problematic also for human annotators. Comparing this work to the present work there exist a wide range of differences. The personality in these early experiments were analyzed with respect to the speaker’s neutral characteristic. Fewer features which were less advanced and less targeted when compared to this work were extracted.

The questionnaire is explained and analyzed with respect to strengths, weaknesses and factors of influence. Eventually, when speaking about personality in the following chapters and experiments, the overall composition of personality is believed to be captured by the following five traits: openness for experience, conscientiousness, extroversion, agreeableness, and neutoricism. 3 Summary 17 contributed to the NEO-FFI so far as well as common aspects between these models are given in the last section, cf.

Also, while the concept of personality gives us cues on what to expect from others, it can also influence how we in turn behave ourselves in the communication. Consequently, the user’s behavior will be influenced by his or her perception of any system’s personality as well. Nass and Brave developed the so called Computers as Social Actors (CASA) interaction paradigm based on these observations. In Reeves and Nass (1996) the authors declare, that when people encounter someone who seems to have a personality like their own, they tend to have positive feelings toward that person.

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