Personality factors in human deception detection: Comparing human to machine performance

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn 2, Issue , 2006, Pages 813-816

  Enos, Frank ^a   Benus, Stefan ^a   Cautin, Robin L ^b   Graciarena, Martin ^c   Hirschberg, Julia ^a   Shriberg, Elizabeth ^c,d  

^a Och Spine at New York Presbyterian Hospitals

^b MANHATTANVILLE COLLEGE   (United States)

^c SRI

^d ICSI

Author keywords

Deception; Deceptive; Perception; Personality

Indexed keywords

LEARNING SYSTEMS; SENSORY PERCEPTION;

AUTOMATED PROCEDURES; DECEPTION; DECEPTION DETECTION; DECEPTIVE; HUMAN PERFORMANCE; MACHINE PERFORMANCE; PERSONALITY; PERSONALITY TESTS;

SPEECH RECOGNITION;

EID: 44949232506     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. M. Aamodt, H. Custer, "Who Can Best Catch a Liar?", Forensic Examiner, 15(1), 6-11, 2006.
2. American Psychiatric Association, (DSM-IV-TR) Diagnostic and Statistical Manual of Mental Disorders, 4th edition, text revision. American Psychiatric Press, Inc. ,Washington, DC, 2000.
3. S. Benus, F. Enos, J. Hirschberg, E. Shriberg. "Pauses in Deceptive Speech", To appear in Speech Prosody 2006, Dresden.
4. P. Boersma, D. Weenink. Praat: doing phonetics by computer [Computer program], http://www.praat.org/, 2005.
5. P.T. Costa, R.R McCrae. Revised NEO Personality Inventory (NEO PI-R) and NEO Five-Factor Inventory (NEO-FFI) Professional Manual, Psychological Assessment Resources, Inc. Odessa, FL, 1992.
6. P.T. Costa, R.R McCrae. Personality in Adulthood: A Five-Factor Theory Perspective, 2nd Edition. Guilford Publications, New York, 2002.
7. B. M. DePaulo, J. J. Lindsay, B. E. Malone, L. Muhlenbruck, K. Charlton, H. Cooper. "Cues to Deception", Psychological Bulletin, 129(1):74-118, 2003.
8. M. Graciarena, E. Shriberg, A. Stolcke, F. Enos, J. Hirschberg, S. Kajarekar. "Combining Prosodic, Lexical and Cepstral Systems for Deceptive Speech Detection", To appear in Proc. IEEE ICASSP, Toulouse, 2006.
9. J. Hirschberg, S. Benus, J. M. Brenier, F. Enos, S. Friedman, S. Gilman, C. Girand, M. Graciarena, A. Kathol, L. Michaelis, B. Pellom, E. Shriberg, A. Stolcke, "Distinguishing Deceptive from Non-Deceptive Speech", Proc. Eurospeech, Lisbon, 2005.
10. J. Neter, M. Kutner, C. Nachtsheim, W. Wasserman, Applied Linear Statistical Models, 4th Ed. Irwin, Chicago, 1996.
11. NIST. Fall 2004 Rich Transcription (RT-04f) evaluation plan, August 2004. http://www.nist.gov/speech/ tests/rt/rt2004/fall/docs/rt04f-eval-plan-v14.pdf.
12. M. O'sullivan, P. Ekman. The Wizards of Deception Detection. In The Detection of Deception in Forensic Contexts, Cambridge University Press, Cambridge, 2004.
13. A. Stolcke, X. Anguera, K. Boakye, O. Cetin, F. Grezl, A. Janin, A. Mandal, B. Peskin, C. Wooters, J. Zheng. "Further Progress in Meeting Recognition: The ICSI-SRI Spring 2005 Speech-to-Text Evaluation System", Proc. NIST MLMI Meeting Recognition Workshop, Edinburgh, 2005.