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Inter-experimental discrepancy in facial muscle activity during vowel utterance
Authors:Ganesh R Naik  Dinesh K Kumar
Institution:1. School of Electrical and Computer Engineering, RMIT University , GPO BOX 2476V, Melbourne, Victoria, 3001, Australia ganesh.naik@rmit.edu.au;3. School of Electrical and Computer Engineering, RMIT University , GPO BOX 2476V, Melbourne, Victoria, 3001, Australia
Abstract:This paper analyses the inter-experimental similarities in the muscle activation during vowel sound production by an individual. Surface electromyography has been used as an indicator of muscle activity and independent component analysis has been used to separate the electrical activity from different muscles. The results indicate that there is a ‘reasonable’ relationship between muscle activities of the corresponding muscles when the experiments are repeated. The results demonstrate that when people speak, they use a similar set of muscles when they repeat the same sound. The results also indicate that there is a variation when the same sound is spoken at different speeds of utterances. This can be attributable to the lack of audio feedback when the same sound is uttered.
Keywords:independent component analysis  blind source separation  surface electromyography  motor unit action potential  artificial neural network  root mean square
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