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2010 | OriginalPaper | Buchkapitel

5. Deceptive Speech: Clues from Spoken Language

verfasst von : Julia Hirschberg

Erschienen in: Speech Technology

Verlag: Springer US

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Abstract

Deception is generally defined as ‘a deliberate attempt to mislead others’ [1]; thus, deceivers are those trying to convince others that something the deceivers know to be false is in fact true. Distinguishing the behavior of deceivers from that of truth-tellers has long been a topic of interest, both to behavioral scientists and to law enforcement personnel. To the latter, research into deception may help to improve human performance in deception detection by pointing out reliable cues to deceptive behavior [2]. However, numerous studies have found that, even when subjects are trained to look for cues highly correlated with deception, many still perform very poorly at deception detection [3, 4]. Alternatively, research into the objectively observable correlates of detection may help us to develop new technologies to identify such behavior automatically, augmenting current technology such as the polygraph as a tool for deception detection.

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Literatur
1.
Zurück zum Zitat DePaulo, B. M., Lindsay, J. J., Malone, B. E., Muhlenbruck, L., Charlton, K., Cooper, H. (2003). Cues to deception. Psychol. Bull., 129, 74–118.CrossRef DePaulo, B. M., Lindsay, J. J., Malone, B. E., Muhlenbruck, L., Charlton, K., Cooper, H. (2003). Cues to deception. Psychol. Bull., 129, 74–118.CrossRef
2.
Zurück zum Zitat Frank, M. G., Feeley, T. H. (2003). To catch a liar: Challenges for research in lie detection training. J. Appl. Commun. Res., 31(1), 58–75.CrossRef Frank, M. G., Feeley, T. H. (2003). To catch a liar: Challenges for research in lie detection training. J. Appl. Commun. Res., 31(1), 58–75.CrossRef
3.
Zurück zum Zitat Vrij, A. (1994). The impact of information and setting on detection of deception by police detectives. J. Nonverbal Behav., 18(2), 117–136.CrossRef Vrij, A. (1994). The impact of information and setting on detection of deception by police detectives. J. Nonverbal Behav., 18(2), 117–136.CrossRef
4.
Zurück zum Zitat Aamodt, M. G., Mitchell, H. (2004). Who can best detect deception: A meta-analysis. Paper presented at the Annual Meeting of the Society for Police and Criminal Psychology, Rome. Aamodt, M. G., Mitchell, H. (2004). Who can best detect deception: A meta-analysis. Paper presented at the Annual Meeting of the Society for Police and Criminal Psychology, Rome.
5.
Zurück zum Zitat Ekman, P., Friesen, W. V. (1976). Pictures of Facial Affect. Consulting Psychologists Press, Palo Alto, CA. Ekman, P., Friesen, W. V. (1976). Pictures of Facial Affect. Consulting Psychologists Press, Palo Alto, CA.
6.
Zurück zum Zitat Burgoon, J. K., Buller, D. B. (1994). Interpersonal deception: iii. Effects of deceit on perceived communication and nonverbal behavior dynamics. J. Nonverbal Behav., 18(2), 155–184.CrossRef Burgoon, J. K., Buller, D. B. (1994). Interpersonal deception: iii. Effects of deceit on perceived communication and nonverbal behavior dynamics. J. Nonverbal Behav., 18(2), 155–184.CrossRef
7.
Zurück zum Zitat Horvath, F. (1973). Verbal and nonverbal clues to truth and deception during poligraph examinations. J. Police Sci. Admin., 1(2), 138–152. Horvath, F. (1973). Verbal and nonverbal clues to truth and deception during poligraph examinations. J. Police Sci. Admin., 1(2), 138–152.
8.
Zurück zum Zitat Haddad, D., Ratley, R. (2002). Investigation and evaluation of voice stress analysis technology. Technical report, National Criminal Justice Reference Service. Haddad, D., Ratley, R. (2002). Investigation and evaluation of voice stress analysis technology. Technical report, National Criminal Justice Reference Service.
9.
Zurück zum Zitat Hopkins, C. S., Ratley, R. J., Benincasa, D. S., Grieco, J. J. (2005). Evaluation of voice stress analysis technology. In: Proc. 38th Hawaii Int. Conf. on System Sciences, Hilton Waikoloa Village Island of Hawaii. Hopkins, C. S., Ratley, R. J., Benincasa, D. S., Grieco, J. J. (2005). Evaluation of voice stress analysis technology. In: Proc. 38th Hawaii Int. Conf. on System Sciences, Hilton Waikoloa Village Island of Hawaii.
10.
Zurück zum Zitat Cowie, R., Douglas-Cowie, E., Campbell, N., eds. (2003). Speech communication: Special issue on speech and emotion. Cowie, R., Douglas-Cowie, E., Campbell, N., eds. (2003). Speech communication: Special issue on speech and emotion.
11.
Zurück zum Zitat Lee, C. M., Narayanan, S., Pieraccini, R. (2002). Combining acoustic and language information for emotion recognition. In: Proc. Int. Conf. on Spoken Language Processing 2002, Denver, 873–876. Lee, C. M., Narayanan, S., Pieraccini, R. (2002). Combining acoustic and language information for emotion recognition. In: Proc. Int. Conf. on Spoken Language Processing 2002, Denver, 873–876.
12.
Zurück zum Zitat Ang, J., Dhillon, R., Krupski, A., Shriberg, E., Stolcke, A. (2002). Prosody-based automatic detection of annoyance and frustration in human-computer dialog. In: Proc. Int. Conf. on Spoken Language Processing, Denver, 2037–2039. Ang, J., Dhillon, R., Krupski, A., Shriberg, E., Stolcke, A. (2002). Prosody-based automatic detection of annoyance and frustration in human-computer dialog. In: Proc. Int. Conf. on Spoken Language Processing, Denver, 2037–2039.
13.
Zurück zum Zitat Batliner, A., Fischer, R., Huber, R., Spilker, J., Nöth, E. (2003). How to find trouble in communication. Speech Commun., 40(1-2), 117–143.CrossRef Batliner, A., Fischer, R., Huber, R., Spilker, J., Nöth, E. (2003). How to find trouble in communication. Speech Commun., 40(1-2), 117–143.CrossRef
14.
Zurück zum Zitat Litman, D., Forbes-Riley, K. (2004). Predicting student emotions in computer-human dialogues. In: Proc. ACL-2004, Barcelona. Litman, D., Forbes-Riley, K. (2004). Predicting student emotions in computer-human dialogues. In: Proc. ACL-2004, Barcelona.
15.
Zurück zum Zitat Liscombe, J., Venditti, J., Hirschberg, J. (2005). Detecting certainness in spoken tutorial dialogues. In: Proc. INTERSPEECH 2005, Lisbon. Liscombe, J., Venditti, J., Hirschberg, J. (2005). Detecting certainness in spoken tutorial dialogues. In: Proc. INTERSPEECH 2005, Lisbon.
16.
Zurück zum Zitat Hirschberg, J., Benus, S., Brenier, J. M., Enos, F., Friedman, S., Gilman, S., Girand, C., Graciarena, M., Kathol, A., Michaelis, L., Pellom, B., Shriberg, E., Stolcke, A. (2005). Distinguishing deceptive from non-deceptive speech. In: Proc. INTERSPEECH 2005, Lisbon. Hirschberg, J., Benus, S., Brenier, J. M., Enos, F., Friedman, S., Gilman, S., Girand, C., Graciarena, M., Kathol, A., Michaelis, L., Pellom, B., Shriberg, E., Stolcke, A. (2005). Distinguishing deceptive from non-deceptive speech. In: Proc. INTERSPEECH 2005, Lisbon.
17.
Zurück zum Zitat Liu, X. (2005). Voice stress analysis: Detection of deception. Master’s Thesis at the University of Sheffield, Department of Computer Science. Liu, X. (2005). Voice stress analysis: Detection of deception. Master’s Thesis at the University of Sheffield, Department of Computer Science.
18.
Zurück zum Zitat Fadden, L. (2006). The prosody of suspects’ responses during police interviews. In: Speech Prosody 2006, Dresden. Fadden, L. (2006). The prosody of suspects’ responses during police interviews. In: Speech Prosody 2006, Dresden.
19.
Zurück zum Zitat Enos, F., Benus, S., Cautin, R. L., Graciarena, M., Hirschberg, J., Shriberg, E. (2006). Personality factors in human deception detection: Comparing human to machine performance. In: Proc. INTERSPEECH 2006, Pittsburgh, PA. Enos, F., Benus, S., Cautin, R. L., Graciarena, M., Hirschberg, J., Shriberg, E. (2006). Personality factors in human deception detection: Comparing human to machine performance. In: Proc. INTERSPEECH 2006, Pittsburgh, PA.
20.
Zurück zum Zitat Graciarena, M., Shriberg, E., Stolcke, A., Enos, F., Hirschberg, J., Kajarekar, S., Haddad, D., Ratley, R. (2006). Combining prosodic lexical and cepstral systems for deceptive speech detection Investigation and evaluation of voice stress analysis technology. In: Proc. ICASSP–2006 toulouse. Graciarena, M., Shriberg, E., Stolcke, A., Enos, F., Hirschberg, J., Kajarekar, S., Haddad, D., Ratley, R. (2006). Combining prosodic lexical and cepstral systems for deceptive speech detection Investigation and evaluation of voice stress analysis technology. In: Proc. ICASSP–2006 toulouse.
21.
Zurück zum Zitat Ekman, P. (1992). Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage. Norton, New York, NY. Ekman, P. (1992). Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage. Norton, New York, NY.
22.
Zurück zum Zitat Frank, M. G. Ekman, P. (1997). The ability to detect deceit generalizes across different types of high stake lies. J. Personality Social Psychol., 72, 1429–1439.CrossRef Frank, M. G. Ekman, P. (1997). The ability to detect deceit generalizes across different types of high stake lies. J. Personality Social Psychol., 72, 1429–1439.CrossRef
23.
Zurück zum Zitat Mehrabian, A. (1971). Nonverbal betrayal of feeling. J. Exp. Res. Personality, 5, 64–73. Mehrabian, A. (1971). Nonverbal betrayal of feeling. J. Exp. Res. Personality, 5, 64–73.
24.
Zurück zum Zitat Harrison, A. A., Hwalek, M., Raney, D. F., Fritz, J. G. (1978). Cues to deception in an interview situation. Social Psychol., 41, 156–161.CrossRef Harrison, A. A., Hwalek, M., Raney, D. F., Fritz, J. G. (1978). Cues to deception in an interview situation. Social Psychol., 41, 156–161.CrossRef
25.
Zurück zum Zitat Baskett, G. D. a R. O. F. (1974). Aspects of language pragmatics and the social perception of lying. J. Psycholinguist. Res., 117–130. Baskett, G. D. a R. O. F. (1974). Aspects of language pragmatics and the social perception of lying. J. Psycholinguist. Res., 117–130.
26.
Zurück zum Zitat Vrij, A., Edward, K., Roberts, K. P., Bull, R. (2000). Detecting deceit via analysis of verbal and nonverbal behavior. J. Nonverbal Behav., 24(4), 239–263.CrossRef Vrij, A., Edward, K., Roberts, K. P., Bull, R. (2000). Detecting deceit via analysis of verbal and nonverbal behavior. J. Nonverbal Behav., 24(4), 239–263.CrossRef
27.
Zurück zum Zitat Gozna, L. F., Babooram, N. (2004). Nontraditional interviews: Deception in a simulated customs baggage search. Paper presented at the 14th European Conference of Psychology and Law, Krakow, Poland, July 7–10. Gozna, L. F., Babooram, N. (2004). Nontraditional interviews: Deception in a simulated customs baggage search. Paper presented at the 14th European Conference of Psychology and Law, Krakow, Poland, July 7–10.
28.
Zurück zum Zitat Ekman, P., Friesen, W. V., Scherer, K. R. (1976). Body movement and voice pitch in deceptive interaction. Semiotica, 16(1), 23–77.CrossRef Ekman, P., Friesen, W. V., Scherer, K. R. (1976). Body movement and voice pitch in deceptive interaction. Semiotica, 16(1), 23–77.CrossRef
29.
Zurück zum Zitat Streeter, L. A., Krauss, R. M., Geller, V., Olson, C., Apple, W. (1977). Pitch changes during attempted deception. J. Personality Social Psychol., 35(5), 345–350.CrossRef Streeter, L. A., Krauss, R. M., Geller, V., Olson, C., Apple, W. (1977). Pitch changes during attempted deception. J. Personality Social Psychol., 35(5), 345–350.CrossRef
30.
Zurück zum Zitat Benus, S., Enos, F., Hirschberg, J., Shriberg, E. (2006). Pauses in deceptive speech. In: Speech Prosody 2006, Dresden. Benus, S., Enos, F., Hirschberg, J., Shriberg, E. (2006). Pauses in deceptive speech. In: Speech Prosody 2006, Dresden.
31.
Zurück zum Zitat Wiener, M. Mehrabian, A. (1968). Language within Language: Immediacy, a Channel in Verbal Communication. Appleton-Century-Crofts, New York, NY. Wiener, M. Mehrabian, A. (1968). Language within Language: Immediacy, a Channel in Verbal Communication. Appleton-Century-Crofts, New York, NY.
32.
Zurück zum Zitat Zuckerman, M., DePaulo, B. M., Rosenthal, R. (1981). Verbal and Nonverbal Communication of Deception. Academic Press, New York, NY, 1–59. Zuckerman, M., DePaulo, B. M., Rosenthal, R. (1981). Verbal and Nonverbal Communication of Deception. Academic Press, New York, NY, 1–59.
33.
Zurück zum Zitat Zaparniuk, J., Yuille, J. C., Taylor, S. (1995). Assessing the credibility of true and false statements. Int. J. Law Psychiatry, 18, 343–352.CrossRef Zaparniuk, J., Yuille, J. C., Taylor, S. (1995). Assessing the credibility of true and false statements. Int. J. Law Psychiatry, 18, 343–352.CrossRef
34.
Zurück zum Zitat Steller, M. Koehnken, G. (1989). Criteria Based Content Analysis. Springer-Verlag, New York, NY, 217–245. Steller, M. Koehnken, G. (1989). Criteria Based Content Analysis. Springer-Verlag, New York, NY, 217–245.
35.
Zurück zum Zitat Masip, J., Sporer, S. L., Garrido, E., Herrero, C. (2005). The detection of deception with the Reality Monitoring approach: A review of the empirical evidence. Psychology, Crime, Law, 11(1), 99–122.CrossRef Masip, J., Sporer, S. L., Garrido, E., Herrero, C. (2005). The detection of deception with the Reality Monitoring approach: A review of the empirical evidence. Psychology, Crime, Law, 11(1), 99–122.CrossRef
36.
Zurück zum Zitat Reid, J. E. and Associates (2000). The Reid Technique of Interviewing and Interrogation. Chicago: John E. Reid and Associates, Inc. Reid, J. E. and Associates (2000). The Reid Technique of Interviewing and Interrogation. Chicago: John E. Reid and Associates, Inc.
37.
Zurück zum Zitat Adams, S. H. (1996). Statement analysis: What do suspects’ words really reveal? FBI Law Enforcement Bull. October, 1996. Adams, S. H. (1996). Statement analysis: What do suspects’ words really reveal? FBI Law Enforcement Bull. October, 1996.
38.
Zurück zum Zitat Pennebaker, J. W., Francis, M. E., Booth, R. J. (2001). Linguistic Inquiry and Word Count. Erlbaum Publishers, Mahwah, NJ. Pennebaker, J. W., Francis, M. E., Booth, R. J. (2001). Linguistic Inquiry and Word Count. Erlbaum Publishers, Mahwah, NJ.
39.
Zurück zum Zitat Newman, M. L., Pennebaker, J. W., Berry, D. S., Richards, J. M. (2003). Lying words: Predicting deception from linguistic style. Personality Social Psychol. Bull., 29, 665–675.CrossRef Newman, M. L., Pennebaker, J. W., Berry, D. S., Richards, J. M. (2003). Lying words: Predicting deception from linguistic style. Personality Social Psychol. Bull., 29, 665–675.CrossRef
40.
Zurück zum Zitat Qin, T., Burgoon, J. K., Nunamaker, J. F. (2004). An exploratory study on promising cues in deception detection and application of decision tree. In: Proc. 37th Annual Hawaii Int. Conf. on System Sciences, 23–32. Big Island, Hawaii, USA. Qin, T., Burgoon, J. K., Nunamaker, J. F. (2004). An exploratory study on promising cues in deception detection and application of decision tree. In: Proc. 37th Annual Hawaii Int. Conf. on System Sciences, 23–32. Big Island, Hawaii, USA.
41.
Zurück zum Zitat NIST (2004). Fall 2004 rich transcription (rt-04f) evaluation plan. NIST (2004). Fall 2004 rich transcription (rt-04f) evaluation plan.
Metadaten
Titel
Deceptive Speech: Clues from Spoken Language
verfasst von
Julia Hirschberg
Copyright-Jahr
2010
Verlag
Springer US
DOI
https://doi.org/10.1007/978-0-387-73819-2_5

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