Date of Original Version

8-2011

Type

Conference Proceeding

Journal Title

Proceedings of INTERSPEECH

First Page

2369

Last Page

2372

Rights Management

Copyright 2011 ISCA

Abstract or Description

In this paper, we validate the application of an established personality assessment and modeling paradigm to speech input, and extend earlier work towards text independent speech input. We show that human labelers can consistently label acted speech data generated across multiple recording sessions, and investigate further which of the 5 scales in the NEO-FFI scheme can be assessed from speech, and how a manipulation of one scale influences the perception of another. Finally, we present a clustering of human labels of perceived personality traits, which will be useful in future experiments on automatic classification and generation of personality traits from speech.

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Published In

Proceedings of INTERSPEECH, 2369-2372.