Title :
Usage of emotion recognition in military health care
Author :
Tokuno, Shinichi ; Tsumatori, Gentaro ; Shono, Satoshi ; Takei, Eriko ; Suzuki, Goro ; Yamamoto, Takayuki ; Mituyoshi, Shunnji ; Shimura, M.
Author_Institution :
Dept. of Defense Med., Nat. Defense Med. Collage (NDMC), Saitama, Japan
Abstract :
Post Traumatic Stress Disorder (PTSD), depression and suicide are major psychiatric problem in both military and civilian situation. These mental diseases combine with emotion change. Recently, the technology of emotion recognition has been developed rapidly and highly. Therefore, we investigate if the emotion recognition by natural speaking voice could detect the emotion change which would occur when exposing mental stress. We used "Sensibility technology ST Emotion" (AGI Japan Inc.) for emotion voice analysis system. This system determines emotional elements as including anger, joy, sorrow, and calmness. It also measures feeling of excitement. Voice data were collected from the personnel of military medical corps participating in a special stressful mission. The voice data were divided into two groups depending on participating period. Some subject\´s feelings during experimental period were changed. There is a tendency that "joy" of long stay group (Group L) is lower than short stay group (Group S) and "sorrow" of Group L is higher than Group S. The result suggested that the techniques of emotion recognition may be used for screening of mental status in military situation. However, further development is necessary for practical use.
Keywords :
biomedical measurement; diseases; emotion recognition; health care; medical signal processing; natural language processing; occupational health; psychology; speech recognition; PTSD; Sensibility Technology ST Emotion; anger; calmness; depression; emotion recognition; emotion voice analysis system; emotional change detection; excitement; joy; mental diseases; military health care; natural speaking voice; post traumatic stress disorder; psychiatric problems; sorrow; suicide; Emotion recognition; Medical services; Mental disorders; Psychology; Speech analysis; Stress; Depression; Emotion Recognition; Mental Health; Mental Stress; Screening System;
Conference_Titel :
Defense Science Research Conference and Expo (DSR), 2011
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-9276-3
DOI :
10.1109/DSR.2011.6026823