DocumentCode :
141108
Title :
Surface electromyographic control of speech synthesis
Author :
Cler, Meredith J. ; Nieto-Castanon, Alfonso ; Guenther, Frank H. ; Stepp, Cara E.
Author_Institution :
Grad. Program for Neurosci.-Comput. Neurosci., Boston Univ., Boston, MA, USA
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
5848
Lastpage :
5851
Abstract :
Individuals with very high spinal cord injuries (e.g. C1-C3) may be ventilator-dependent and therefore unable to support speech breathing. However, their facial musculature is intact, given that these muscles are innervated by cranial nerves. We developed a system using surface electromyography (sEMG) recorded from facial muscles to control a phonemic interface and voice synthesizer and tested the system in healthy individuals. Users were able to use five facial gestures to control an onscreen cursor and the phonemic interface. Users had mean information transfer rates (ITRs) of 59.5 bits/min when calculating ITRs using the number of phonemes selected. To compare with orthographic systems, ITRs were also calculated using the equivalent number of letters required to spell the selected word. With this calculation, users had a mean ITR of 70.1. Results are promising for further development and testing in individuals with high spinal cord injuries.
Keywords :
electromyography; medical control systems; neurophysiology; pneumodynamics; speech; speech synthesis; user interfaces; cranial nerves; facial gestures; facial muscles; facial musculature; orthographic systems; phonemic interface; speech breathing; spinal cord injuries; surface electromyographic control; ventilator-dependent; voice synthesizer; Educational institutions; Electrodes; Mice; Muscles; Speech; Spinal cord injury; Training;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944958
Filename :
6944958
Link To Document :
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