Title :
The SEMAINE corpus of emotionally coloured character interactions
Author :
McKeown, Gary ; Valstar, Michel F. ; Cowie, Roderick ; Pantic, Maja
Author_Institution :
Dept. of Psychol., Queen´´s Univ. Belfast, Belfast, UK
Abstract :
We have recorded a new corpus of emotionally coloured conversations. Users were recorded while holding conversations with an operator who adopts in sequence four roles designed to evoke emotional reactions. The operator and the user are seated in separate rooms; they see each other through teleprompter screens, and hear each other through speakers. To allow high quality recording, they are recorded by five high-resolution, high framerate cameras, and by four microphones. All sensor information is recorded synchronously, with an accuracy of 25 μs. In total, we have recorded 20 participants, for a total of 100 character conversational and 50 non-conversational recordings of approximately 5 minutes each. All recorded conversations have been fully transcribed and annotated for five affective dimensions and partially annotated for 27 other dimensions. The corpus has been made available to the scientific community through a web-accessible database.
Keywords :
natural language processing; speaker recognition; SEMAINE corpus; emotional reactions; emotionally coloured character interactions; emotionally coloured conversations; high quality recording; teleprompter screens; Cameras; Databases; Face; Humans; Image color analysis; Microphones; Pixel; Affective Computing; Emotional Annotations; Emotional Corpora; Multimedia Databases; Sensitive Artificial Listener;
Conference_Titel :
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location :
Suntec City
Print_ISBN :
978-1-4244-7491-2
DOI :
10.1109/ICME.2010.5583006