Sub Auditory Communication and Facial EMG

Sanjay Kumar; Dinesh Kant Kumar; Melaku Alemu

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Paper

Sub Auditory Communication and Facial EMG

In Proceedings of the 1st International Workshop on Biosignal Processing and Classification - Volume 0ICINCO, 142-149, 2005 , Barcelona, Spain

Authors: Sanjay Kumar ; Dinesh Kant Kumar and Melaku Alemu

Affiliation: School of Electrical and computer Engineering RMIT university Melbourne, Australia

Abstract: Availability of speech related information in the facial EMG is discussed. The primary objective of this preliminary work is to investigate the use of facial EMG as a voiceless communication medium. Subjects were asked to utter the five English vowels with no acoustic output (sub-auditory). Three independent EMG signals were acquired from three facial muscles as sub-auditory EMG activations. In order to classify and recognize each vowel based on EMG, RMS of the recorded signals were estimated and used as parametric inputs to a neural network.

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Paper citation in several formats:

Kumar, S.; Kant Kumar, D. and Alemu, M. (2005). Sub Auditory Communication and Facial EMG. In Proceedings of the 1st International Workshop on Biosignal Processing and Classification (ICINCO 2005) - BPC; ISBN 972-8865-35-X, SciTePress, pages 142-149. DOI: 10.5220/0001193301420149

@conference{bpc05,
author={Sanjay Kumar. and Dinesh {Kant Kumar}. and Melaku Alemu.},
title={Sub Auditory Communication and Facial EMG},
booktitle={Proceedings of the 1st International Workshop on Biosignal Processing and Classification (ICINCO 2005) - BPC},
year={2005},
pages={142-149},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001193301420149},
isbn={972-8865-35-X},
}

TY - CONF

JO - Proceedings of the 1st International Workshop on Biosignal Processing and Classification (ICINCO 2005) - BPC
TI - Sub Auditory Communication and Facial EMG
SN - 972-8865-35-X
AU - Kumar, S.
AU - Kant Kumar, D.
AU - Alemu, M.
PY - 2005
SP - 142
EP - 149
DO - 10.5220/0001193301420149
PB - SciTePress