Identification of confusion and surprise in spoken dialog using prosodic features

INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP

Volumn 4, Issue , 2006, Pages 1842-1845

  Kumar, Rohit ^a   Rosé, Carolyn P ^a   Litman, Diane J ^b  

^a Carnegie Mellon University   (United States)

^b University of Pittsburgh   (United States)

Author keywords

Data collection methodology; Emotion detection; Realistic settings; Self report

Indexed keywords

BASE-LINE PERFORMANCE; CLASSIFICATION OF EMOTIONS; DATA COLLECTION; EMOTION DETECTION; EXPERIMENTAL METHODOLOGY; PROSODIC FEATURES; SELF-REPORT; SPOKEN DIALOG SYSTEMS;

SPEECH RECOGNITION;

EID: 44949214955     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Batliner, A., Fischer, K., Huber, R., Spilker, J., and Noth, E., "How to find trouble in communication", Speech Communications, Vol. 40, 2003, p117-143.
2. Litman, D., Forbes-Riley, K., "Recognizing emotions from student speech in tutoring dialogs", Proc. of IEEE ASRU Workshop, St. Thomas, 2003.
3. Bickmore, T., "Relational Agents: Effecting changes through Human Computer Relationships", Ph.D. thesis, MIT Media Arts and Science, 2003.
4. Bosch, L., "Emotions, speech and the ASR Framework", Speech Communications, Vol. 40, 2003, p213-225.
5. Lee, C. M., and Narayanan, S. S., "Towards Detecting Emotions in Spoken Dialogs", IEEE Trans. on Speech and Audio Processing, Vol. 13-2, 2005, p293-303.
6. Polzin, T. S., and Waibel, A., "Emotion-sensitive Human-Computer Interfaces", Proc. of ISCA Workshop on Speech and Emotions, Newcastle, 2000, p201-206.
7. Ang, J., Dhillon, R., Krupski, A., Shriberg, E., and Stoicke, A., "Prosody-based automatic detection on annoyance and frustration in human computer dialog", Proc. of ICSLP, Denver, 2002, p2037-2040.
8. Johnstone, T., "Emotional speech elicited using computer games", Proc. of ICSLP, Philadelphia, 1996, p1989-1992
9. Beskow, J., Sjlander, K., "Wavesurfer-an open source speech tool", Proc. of ICSLP, Beijing, 2000, p464-467.
10. nd Edition, Morgan Kaufmann, San Francisco, 2005.