Title :
Toward a memory assistant companion for the individuals with mild memory impairment
Author :
Huang, Hung-Hsuan ; Matsushita, Hiroki ; Kawagoe, Kyoji ; Sakai, Yoichi ; Nonaka, Yuuko ; Nakano, Yukiko ; Yasuda, Kiyoshi
Author_Institution :
Dept. of Inf. & Commun. Sci., Ritsumeikan Univ., Kusatsu, Japan
Abstract :
With the increasing average life expectancy of world population, there are more and more dementia patients, and the needs of assistive technology emerges. According to the literature, the progress of cognitive impairment can be suppressed to be slower if the patients is constantly in calm mood. An effective way is suggested by keeping them in social relationship with others. With the goal of developing a conversational humanoid that can serve as a companion for dementia patients, we propose an autonomous virtual agent that can generate back channel feedback, such as head nods and verbal acknowledgment, on the basis of acoustic information in the user´s speech. The system is also capable of speech recognition and language understanding functionalities. In order to compensate the companionship of the agent and the ability to assist the user´s memory, we are developing a memory vest which is equipped with portable devices including an Android smartphone, two IC audio recorders, and a digital video recorder to log the daily life of the patient. The gathered activity history database can then be used to enrich the dialogue ability of the agent and for helping the user to recall his / her own memory.
Keywords :
acoustic signal processing; audio recording; cognition; feedback; handicapped aids; medical disorders; neurophysiology; smart phones; speech recognition; video recording; virtual reality; Android smartphone; IC audio recorder; acoustic information; activity history database; assistive technology; autonomous virtual agent; back channel feedback; cognitive impairment; conversational humanoid; dementia patient; dialogue ability; digital video recorder; head nod; language understanding functionalities; life expectancy; memory assistant companion; memory vest; mild memory impairment; portable device; social relationship; speech recognition; user memory; user speech; verbal acknowledgment; world population; Dementia; Robots; Senior citizens; Sociology; Speech; Speech recognition; Statistics;
Conference_Titel :
Cognitive Informatics & Cognitive Computing (ICCI*CC), 2012 IEEE 11th International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-2794-7
DOI :
10.1109/ICCI-CC.2012.6311164