An analysis of PCA-based vocal entrainment measures in married couples' affective spoken interactions

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

Volumn , Issue , 2011, Pages 3101-3104

  Lee, Chi Chun ^a   Katsamanis, Athanasios ^a   Black, Matthew P ^a   Baucom, Brian R ^b   Georgiou, Panayiotis G ^a   Narayanan, Shrikanth S ^a,b  

^a Signal Analysis and Interpretation Laboratory SAIL   (United States)

^b UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

Behavioral signal processing; Couples therapy; Principal component analysis; Vocal entrainment

Indexed keywords

AFFECTIVE INTERACTION; COUPLES THERAPY; NOVEL TECHNIQUES; POSITIVE EMOTIONS; PREDICTION MODEL; SPOKEN INTERACTION;

SIGNAL PROCESSING;

PRINCIPAL COMPONENT ANALYSIS;

EID: 84865788344     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. A. R. McGarva and R. M. Warner, "Attraction and social coordination: Mutual entrainment of vocal activity rhymes," Journal of Psycholinguistic Research, vol. 32, no. 3, pp. 335-354, 2003.
2. M. J. Richardson, K. L. Marsh, and R. Schmit, "Effects of visual and verbal interaction on unintentional interpersonal coordination," Journal of Experimental Psychology: Human Perception and Performance, vol. 31, no. 1, pp. 62-79, 2005.
3. K. Eldridge and B. Baucom, Positive pathways for couples and families: Meeting the challenges of relationships. WileyBlackwell, ch. (in press) Couples and consequences of the demandwithdraw interaction pattern.
4. J. Dauwels, F. Vialatte, and A. Cichocki, "Diagnosis of alzheimers disease from eeg signals: Where are we standing?" Current Alzheimer's Research (Invited Paper), 2011.
5. C.-C. Lee, M. P. Black, A. Katsamanis, A. C. Lammert, B. R. Baucom, A. Christensen, P. G. Georgiou, and S. S. Narayanan, "Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples," in Proceedings of Interspeech, 2010.
6. M. Kimura and I. Daibo, "Interactional synchrony in conversations about emotional episodes: A measurement by 'the betweenparticipants pseudosynchrony experimental paradigm'," Journal of Nonverbal Behavior, vol. 30, pp. 115-126, 2006.
7. L. L. Verhofstadt, A. Buysse,W. Ickes, M. Davis, and I. Devoldre, "Support provision in marriage: The role of emotional similarity and empathic accuracy," Emotion, vol. 8, no. 6, pp. 792-802, 2008.
8. J. M. Gottman, "The roles of conflict engagement, escalation, and avoidance in marital interaction: A longitudinal view of five types of couples," Journal of Consulting and Clinical Psychology, vol. 61, no. 1, pp. 6-15, 1993.
9. A. Christensen, D. Atkins, S. Berns, J. Wheeler, D. H. Baucom, and L. Simpson, "Traditional versus integrative behavioral couple therapy for significantly and chronically distressed married couples," J. of Consulting and Clinical Psychology, vol. 72, pp. 176-191, 2004.
10. A. Katsamanis, M. P. Black, P. G. Georgiou, L. Goldstein, and S. S. Narayanan, "SailAlign: Robust long speech-text alignment," in Very-Large-Scale Phonetics Workshop, Jan. 2011.
11. M. P. Black, A. Katsamanis, C.-C. Lee, A. C. Lammert, B. R. Baucom, A. Christensen, P. G. Georgiou, and S. S. Narayanan, "Automatic classification of married couples' behavior using audio features," in Proceedings of Interspeech, 2010.
12. C.-C. Lee, A. Katsamanis, M. P. Black, B. R. Baucom, P. G. Georgiou, and S. S. Narayanan, "Affective state recognition in married couples' interactions using pca-based vocal entrainment measures with multiple instance learning," in Submitted to ACII, 2011.