DocumentCode
590708
Title
Toward multi-command auditory brain computer interfacing using speech stimuli
Author
Yoshimoto, Shusuke ; Washizawa, Yoshikazu ; Tanaka, T. ; Higashi, Hiroshi ; Tamura, Junji
Author_Institution
Univ. of Electro-Commun., Chofu, Japan
fYear
2012
fDate
3-6 Dec. 2012
Firstpage
1
Lastpage
4
Abstract
Brain-computer interfaces (BCIs) based on event-related potentials (ERP) are promising tools to communicate with patients suffering from some severe disabled diseases. ERP is evoked by various stimuli such as auditory, olfactory, and visual stimuli. Some auditory based BCIs with certain synthetic tone have been proposed, however, it is still challenging to increase the number of commands in auditory-based BCIs, since it is usually difficult for users to remember and distinguish multiple tones that corresponds to commands. We propose a new auditory BCI framework using speech stimuli. It is easier for users to distinguish different speech stimuli than different simple tones. We show experimental results of four-command BCI. The proposed speech-based BCI achieved a classification accuracy of more than 70 percents.
Keywords
bioelectric potentials; brain-computer interfaces; diseases; medical signal processing; speech; auditory stimuli; classification accuracy; event related potential; multicommand auditory brain computer interfacing; olfactory stimuli; severe disabled diseases; speech stimuli; synthetic tone; visual stimuli; Accuracy; Electroencephalography; Principal component analysis; Speech; Training; Vectors; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific
Conference_Location
Hollywood, CA
Print_ISBN
978-1-4673-4863-8
Type
conf
Filename
6411855
Link To Document