Title :
Signal acquisition and processing techniques for sEMG based silent speech recognition
Author :
Meltzner, Geoffrey S. ; Colby, Glen ; Deng, Yunbin ; Heaton, James T.
Author_Institution :
BAE Syst. Inc., Burlington, MA, USA
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
sEMG based silent speech recognition systems seek to bypass the limitations of acoustic speech recognition by measuring and interpreting muscle activity of the facial and neck musculature involved in speech production. However, this speech recognition modality introduces unique challenges of its own. This paper describes signal acquisition and processing strategies that we have employed to address these challenges during our development of a silent speech recognition system.
Keywords :
biomechanics; electromyography; medical signal detection; medical signal processing; speech recognition; acoustic speech recognition; facial musculature; muscle activity; neck musculature; sEMG; signal acquisition; signal processing; silent speech recognition; speech production; Acoustics; Muscles; Neck; Sensors; Speech; Speech recognition; Vocabulary; Electromyography; Humans; Signal Processing, Computer-Assisted; Speech;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091201