Performance analysis of acoustic emotion recognition for in-car conversational interfaces

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4555 LNCS, Issue PART 2, 2007, Pages 411-420

  Jones, Christian Martyn ^a   Jonsson, Ing Marie ^b  

^a UNIVERSITY OF THE SUNSHINE COAST   (Australia)

^b STANFORD UNIVERSITY   (United States)

Author keywords

Affective computing; Driving simulator; Emotion recognition; Emotional responses; In car systems; Speech recognition

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; AUTOMOBILE DRIVERS; AUTOMOTIVE INDUSTRY; SPEECH RECOGNITION;

AFFECTIVE COMPUTING; DRIVING SIMULATORS; EMOTION RECOGNITION; EMOTIONAL RESPONSES; IN-CAR SYSTEMS;

USER INTERFACES;

EID: 38149138823     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73281-5_44     Document Type: Conference Paper

References (17)

1. Lunenfeld, H.: Human factor considerations of motorist navigation and information systems. In: Vehicle Navigation and Information Systems Conference Proceedings, pp. 35-42 (1989)
2. Galovski, T., Blanchard, E.: Road rage: a domain for psychological intervention? Aggressive Violent Behavior 9(2), 105-127 (2004)
3. Groeger, J.A.: Understanding driving: Applying cognitive psychology to a complex everyday task. U.K. Psychology Press, Hove (2000)
4. Nass, C., Jonsson, I.-M., Harris, H., Reaves, B., Endo, J., Brave, S., Takayama, L.: Increasing safety in cars by matching driver emotion and car voice emotion. In: Proceedings of CHI 2005, Portland, Oregon, USA (2005)
5. Cowie, R., Douglas-Cowie, E., Tsapatsoulis, N., Votsis, G., Kollias, S., Fellenz, W., Taylor, J.G.: Emotion recognition in human-computer interaction. IEEE Signal Proc, pp. 32-80 (2001)
6. Humaine Portal.: Research on affective computing http://www.emotion- research.net/
7. Jones, C.: Project to develop voice-driven emotive technologies, Scottish Executive, Enterprise transport and lifelong learning department, UK (2004)
8. Kapoor, A., Qi, Y., Picard, R.: Fully automatic upper facial action recognition, IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003) held in conjunction with ICCV 2003. Nice, France (2003)
9. Khan, M., Ward, R., Ingleby, M.: Distinguishing facial expressions by thermal imaging using facial thermal feature points. In: Proceedings of HCI 2005, pp. 5-9. Edinburgh, UK (2005)
10. Healey, J., Picard, R.: SmartCar: Detecting driver stress. In: Proceedings of ICPR 2000, Barcelona, Spain (2000)
11. Nass, C., Brave, S.: Wired for speech: How voice activates and advances die humancomputer relationship. MIT Press, Cambridge, MA (2005)
12. Jones, C., Jonsson, L-M.: Speech patterns for older adults while driving. In: Proceedings of HCI International 2005, Las Vegas, Nevada, USA (2005)
13. Jones, C., Jonsson, I.-M.: Automatic recognition of affective cues in me speech of car drivers to allow appropriate responses. In: Proceedings of OZCHI, Canberra, Australia (2005)
14. STISIM drive system: Systems technology, Inc. California http://www.systemstech.com/
15. Izard, C.: Human Emotions. Plenum Press, New York (1977)
16. Isen, A.M.: Positive affect and decision making. In: Lewis, M., Haviland-Jones, J.M. (eds.) Handbook of emotions, pp. 417-435. The Guilford Press, New York (2000)
17. Brave, S.: Agents that care: Investigating the effects of orientation of emotion exhibited by an embodied computer agent, Doctoral dissertation. Stanford University, CA (2003)