Acoustic and para-verbal indicators of persuasiveness in social multimedia

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2015-August, Issue , 2015, Pages 2239-2243

  Shim, Han Suk ^a   Park, Sunghyun ^a   Chatterjee, Moitreya ^a   Scherer, Stefan ^a   Sagae, Kenji ^a   Morency, Louis Philippe ^a  

^a University of Southern California   (United States)

Author keywords

online social multimedia content; persuasion; Persuasiveness; social multimedia; speech analysis

Indexed keywords

SOCIAL NETWORKING (ONLINE); SPEECH; SPEECH ANALYSIS; SPEECH COMMUNICATION;

ACOUSTIC CHARACTERISTIC; COMMUNICATION AND INTERACTION; MOVIE REVIEWS; MULTIMEDIA CONTENTS; PERSUASION; PERSUASIVENESS; PREDICTION PERFORMANCE; SOCIAL MULTIMEDIA;

AUDIO SIGNAL PROCESSING;

EID: 84946015786     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2015.7178369     Document Type: Conference Paper

References (25)

1. Kathleen Kelley Reardon, Persuasion in practice, Sage, 1991.
2. Michael E Roloff and Gerald R Miller, Persuasion: New directions in theory and research, Sage Beverly Hills, 1980.
3. Judith A Hall, "Voice tone and persuasion.," Journal of Personality and Social Psychology, vol. 38, no. 6, pp. 924, 1980.
4. W Barnett Pearce and Bernard J Brommel, "Vocalic communication in persuasion," Quarterly Journal of Speech, vol. 58, no. 3, pp. 298-306, 1972.
5. Julia Bell Hirschberg and Andrew Rosenberg, "Acoustic/ prosodic and lexical correlates of charismatic speech," in Proceedings of Eurospeech'05, 2005.
6. Albert Mehrabian and Martin Williams, "Nonverbal concomitants of perceived and intended persuasiveness.," Journal of Personality and Social Psychology, vol. 13, no. 1, pp. 37, 1969.
7. Judee K Burgoon, Thomas Birk, and Michael Pfau, "Nonverbal behaviors, persuasion, and credibility," Human Communication Research, vol. 17, no. 1, pp. 140-169, 1990.
8. Klaus R Scherer and Ursula Scherer, "Speech behavior and personality," Speech evaluation in psychiatry, pp. 115-135, 1981.
9. Norman Miller, Geoffrey Maruyama, Rex J Beaber, and Keith Valone, "Speed of speech and persuasion.," Journal of Personality and Social Psychology, vol. 34, no. 4, pp. 615, 1976.
10. Moataz El Ayadi, Mohamed S Kamel, and Fakhri Karray, "Survey on speech emotion recognition: Features, classification schemes, and databases," Pattern Recognition, vol. 44, no. 3, pp. 572-587, 2011.
11. François Mairesse, Joseph Polifroni, and Giuseppe Di Fabbrizio, "Can prosody inform sentiment analysis? experiments on short spoken reviews," in Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on. IEEE, 2012, pp. 5093-5096.
12. Gelareh Mohammadi, Sunghyun Park, Kenji Sagae, Alessandro Vinciarelli, and Louis-Philippe Morency, "Who is persuasive?: the role of perceived personality and communication modality in social multimedia," in Proceedings of the 15th ACM on International conference on multimodal interaction. ACM, 2013, pp. 19-26.
13. Sunghyun Park, Gelareh Mohammadi, Ron Artstein, and Louis-Philippe Morency, "Crowdsourcing micro-level multimedia annotations: The challenges of evaluation and interface," in Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia. ACM, 2012, pp. 29-34.
14. Sunghyun Park, Philippa Shoemark, and Louis-Philippe Morency, "Toward crowdsourcing micro-level behavior annotations: the challenges of interface, training, and generalization," in Proceedings of the 19th international conference on Intelligent User Interfaces. ACM, 2014, pp. 37-46.
15. Björn Schuller, Stefan Steidl, and Anton Batliner, "The interspeech 2009 emotion challenge.," in INTERSPEECH. Citeseer, 2009, vol. 2009, pp. 312-315.
16. Gilles Degottex, John Kane, Thomas Drugman, Tuomo Raitio, and Stefan Scherer, "Covarep-a collaborative voice analysis repository for speech technologies," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP14), Florence, Italy, 2014.
17. Carlos Busso, Sungbok Lee, and Shrikanth Narayanan, "Analysis of emotionally salient aspects of fundamental frequency for emotion detection," Audio, Speech, and Language Processing, IEEE Transactions on, vol. 17, no. 4, pp. 582-596, 2009.
18. Christer Gobl and Ailbhe N? Chasaide, "The role of voice quality in communicating emotion, mood and attitude," Speech communication, vol. 40, no. 1, pp. 189-212, 2003.
19. John Kane, Stefan Scherer, Matthew Aylett, Louis-Philippe Morency, and Christer Gobl, "Speaker and language independent voice quality classification applied to unlabelled corpora of expressive speech," in Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. IEEE, 2013, pp. 7982-7986.
20. John Kane, Christer Gobl, Stefan Scherer, and Louis-Philippe Morency, "A comparative study of glottal open quotient estimation techniques," BDL, vol. 178, no. 15. 17, pp. 0-41, 2013.
21. Stefan Scherer, John Kane, Christer Gobl, and Friedhelm Schwenker, "Investigating fuzzy-input fuzzy-output support vector machines for robust voice quality classification," Computer Speech & Language, vol. 27, no. 1, pp. 263-287, 2013.
22. Peipei Shen, Zhou Changjun, and Xiong Chen, "Automatic speech emotion recognition using support vector machine," in Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on. IEEE, 2011, vol. 2, pp. 621-625.
23. Jana Dankovicová, "Articulation rate variation within the intonation phrase in czech and english," age, vol. 2, pp. 2, 1999.
24. George F Mahl, "Disturbances and silences in the patient's speech in psychotherapy.," The Journal of Abnormal and Social Psychology, vol. 53, no. 1, pp. 1, 1956.
25. Chih-Chung Chang and Chih-Jen Lin, "Libsvm: a library for support vector machines," ACM Transactions on Intelligent Systems and Technology (TIST), vol. 2, no. 3, pp. 27, 2011.