{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T21:16:43Z","timestamp":1768425403052,"version":"3.49.0"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2011,3,16]],"date-time":"2011-03-16T00:00:00Z","timestamp":1300233600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2011,7]]},"DOI":"10.1007\/s11517-011-0751-1","type":"journal-article","created":{"date-parts":[[2011,3,25]],"date-time":"2011-03-25T19:52:38Z","timestamp":1301082758000},"page":"811-818","source":"Crossref","is-referenced-by-count":26,"title":["Voiceless Arabic vowels recognition using facial EMG"],"prefix":"10.1007","volume":"49","author":[{"given":"Luay","family":"Fraiwan","sequence":"first","affiliation":[]},{"given":"Khaldon","family":"Lweesy","sequence":"additional","affiliation":[]},{"given":"Ayat","family":"Al-Nemrawi","sequence":"additional","affiliation":[]},{"given":"Sondos","family":"Addabass","sequence":"additional","affiliation":[]},{"given":"Rasha","family":"Saifan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2011,3,16]]},"reference":[{"key":"751_CR1","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/S0004-3702(01)00141-2","volume":"133","author":"O Al-Jarrah","year":"2001","unstructured":"Al-Jarrah O, Halawani A (2001) Recognition of gestures in Arabic sign language using neuro-fuzzy systems. Artif Intell 133:117\u2013138","journal-title":"Artif Intell"},{"key":"751_CR2","unstructured":"Arjunan S, Weghorn H, Kumar D, Yau W (2006) Vowel recognition in English and German language using facial movement (SEMG) for speech control based HCI. In: Conferences in research and practice in information technology (CRPIT), vol 56, pp 13\u201318"},{"issue":"10","key":"751_CR3","doi-asserted-by":"crossref","first-page":"919","DOI":"10.1007\/s11517-006-0106-5","volume":"44","author":"V Asadpour","year":"2006","unstructured":"Asadpour V, Towhidkhah F, Homayounpour M (2006) Performance enhancement for audio-visual speaker identification using dynamic facial muscle model. Med Biol Eng Comput 44(10):919\u2013930","journal-title":"Med Biol Eng Comput"},{"key":"751_CR4","doi-asserted-by":"crossref","first-page":"1569","DOI":"10.1016\/j.sigpro.2006.12.018","volume":"87","author":"Y Bang-hua","year":"2007","unstructured":"Bang-hua Y, Guo-zheng Y, Ting W, Rong-guo Y (2007) Subject-based feature extraction using fuzzy wavelet packet in brain-computer interfaces. Signal Process 87:1569\u20131574","journal-title":"Signal Process"},{"key":"751_CR5","doi-asserted-by":"crossref","unstructured":"Betts B, Jorgensen C (2006) Small vocabulary communication and control using surface electromyography in an acoustically noisy environment. In: Proceedings of HICSS, Hawaii","DOI":"10.1016\/j.intcom.2006.08.012"},{"key":"751_CR6","doi-asserted-by":"crossref","first-page":"1242","DOI":"10.1016\/j.intcom.2006.08.012","volume":"18","author":"B Betts","year":"2006","unstructured":"Betts B, Binsted K, Jorgensen C (2006) Small vocabulary speech recognition using electromyography. Interact Comput 18:1242\u20131259","journal-title":"Interact Comput"},{"key":"751_CR7","volume-title":"Neural networks primer","author":"M Caudill","year":"1989","unstructured":"Caudill M (1989) Neural networks primer. Miller Freeman Publications, San Francisco, CA"},{"key":"751_CR8","volume-title":"Clinical neurophysiology","author":"J Daube","year":"2002","unstructured":"Daube J (2002) Clinical neurophysiology. Oxford University Press, Oxford"},{"key":"751_CR9","doi-asserted-by":"crossref","unstructured":"Englehart K, Hudgins B, Parker P, Stevenson M (1998) Time-frequency representation for classification of the transient myoelectric signal. In: Proceedings of the 20th annual international conference on engineering in medicine and biology, vol 5, pp 2627\u20132630","DOI":"10.1109\/IEMBS.1998.745109"},{"key":"751_CR10","unstructured":"Fraiwan L, Kasawneh N, Lweesy K (2009) Automatic sleep stage scoring with wavelet packets based on single EEG recording. In: Proceedings of the international conference on medical informatics and biomedical engineering (ICMIBE), Paris, vol 54, pp 513\u2013516"},{"key":"751_CR11","unstructured":"Hall M, Smith L (1998) Practical feature subset selection for machine learning. In: Proceedings of the 21st Australian computer science conference, pp 181\u2013191"},{"key":"751_CR12","doi-asserted-by":"crossref","first-page":"1173","DOI":"10.1109\/TBME.1986.325697","volume":"33","author":"B Hannaford","year":"1986","unstructured":"Hannaford B, Lehman S (1986) Short time Fourier analysis of the electromyogram: fast movements and constant contraction. IEEE Trans Biomed Eng 33:1173\u20131181","journal-title":"IEEE Trans Biomed Eng"},{"issue":"1","key":"751_CR13","first-page":"15","volume":"25","author":"C Huang","year":"2005","unstructured":"Huang C, Chen C, Chung H (2005) The review of applications and measurements in facial electromyography. J Med Biol Eng 25(1):15\u201320","journal-title":"J Med Biol Eng"},{"issue":"2","key":"751_CR14","first-page":"43","volume":"23","author":"Y Itoh","year":"2007","unstructured":"Itoh Y, Uematsu H, Nogata F, Nemoto T, Inamori A, Koide K, Matsuura H (2007) Finger curvature movement recognition interface technique using SEMG signals. J Achiev Mater Manuf Eng 23(2):43\u201346","journal-title":"J Achiev Mater Manuf Eng"},{"issue":"3","key":"751_CR15","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1109\/21.256541","volume":"23","author":"J Jang","year":"1993","unstructured":"Jang J (1993) ANFIS: adaptive-network-based fuzzy inference systems. IEEE Trans Syst Man Cybern 23(3):665\u2013685","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"751_CR16","doi-asserted-by":"crossref","unstructured":"Jou S, Schultz T, Walliczek M, Kraft F, Waibel A (2006) Towards continuous speech recognition using surface electromyography. In: Proceedings of ninth international conference on spoken language processing (ISCLP 2006), pp 573\u2013576","DOI":"10.21437\/Interspeech.2006-212"},{"key":"751_CR17","first-page":"3","volume":"2","author":"R Khushaba","year":"2006","unstructured":"Khushaba R, Al-Jumaily A (2006) Fuzzy wavelet packet based feature extraction method for multifunction myoelectric control. Int J Biol Life Sci 2:3","journal-title":"Int J Biol Life Sci"},{"issue":"2","key":"751_CR18","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1109\/3468.485752","volume":"26","author":"J Kim","year":"1996","unstructured":"Kim J, Jang W, Bein Z (1996) A dynamic gesture recognition system for Korean sign language (KSL). IEEE Trans Syst Man Cyber B 26(2):254\u2013359","journal-title":"IEEE Trans Syst Man Cyber B"},{"key":"751_CR19","volume-title":"Principles of multivariate analysis","author":"W Krzanowski","year":"1988","unstructured":"Krzanowski W (1988) Principles of multivariate analysis. Oxford University Press, Oxford"},{"issue":"5","key":"751_CR20","doi-asserted-by":"crossref","first-page":"648","DOI":"10.1007\/BF02351039","volume":"43","author":"PC Li","year":"2005","unstructured":"Li PC, Chiang YY, Tsai KS, Young ST (2005) Genetic algorithm for the efficient selection of disyllabic word lists used in Mandarin speech discrimination tests. Med Biol Eng Comput 43(5):648\u2013657","journal-title":"Med Biol Eng Comput"},{"key":"751_CR21","doi-asserted-by":"crossref","unstructured":"Manabe H, Hiraiwa A, Sugimura T (2003) Unvoiced speech recognition using EMG-mime speech recognition. In: Proceedings of HFCS, Ft. Lauderdale, FL","DOI":"10.1145\/765995.765996"},{"key":"751_CR22","volume-title":"Introduction to signal processing","author":"J Orfanidis","year":"1996","unstructured":"Orfanidis J (1996) Introduction to signal processing. Prentice-Hall, Englewood Cliffs, NJ"},{"key":"751_CR23","volume-title":"Voice and speech processing","author":"T Parsons","year":"1986","unstructured":"Parsons T (1986) Voice and speech processing. McGraw-Hill, New York"},{"issue":"5","key":"751_CR24","doi-asserted-by":"crossref","first-page":"652","DOI":"10.1007\/BF02513362","volume":"37","author":"E Perrin","year":"1999","unstructured":"Perrin E, Berger-Vachon C, Collet L (1999) Acoustical recognition of laryngeal pathology: a comparison of two strategies based on sets of features. Med Biol Eng Comput 37(5):652\u2013658","journal-title":"Med Biol Eng Comput"},{"issue":"1","key":"751_CR25","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1251\/bpo115","volume":"8","author":"M Reaz","year":"2006","unstructured":"Reaz M, Hussain M, Mohd-Yasin F (2006) Techniques of EMG signal analysis: detection, processing, classification and applications. Biol Proced Online 8(1):11\u201335","journal-title":"Biol Proced Online"},{"issue":"2","key":"751_CR26","first-page":"254","volume":"26","author":"T Shanabeh","year":"2007","unstructured":"Shanabeh T, Assaleh K, AL-Rousan M (2007) Spatio-temporal feature extraction techniques for isolated gesture recognition in Arabic sign language. IEEE Trans Syst Man Cybern B 26(2):254\u2013359","journal-title":"IEEE Trans Syst Man Cybern B"},{"key":"751_CR27","unstructured":"Silverman J (2010) EMG segmentation for wireless access. http:\/\/stargate.uwaterloo.ca\/~jzelek\/teaching\/syde361\/ficcdat2007\/Full%20Papers\/CMBEC30\/M0194.pdf . Accessed 24 June 2010"},{"key":"751_CR28","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1155\/S1110865701000191","volume":"2","author":"G Staude","year":"2001","unstructured":"Staude G, Flachenecker C, Daumer M, Wolf W (2001) Onset detection in surface electromyographic signals: a systematic comparison of methods. EURASIP J Appl Signal Process 2:67\u201381","journal-title":"EURASIP J Appl Signal Process"},{"key":"751_CR29","unstructured":"Stylianou A, Luchies C, Insana M (2003) EMG onset detection using the maximum likelihood method. In: Summer bioengineering conference, Key Biscayne, FL, pp 1075\u20131076"},{"issue":"1","key":"751_CR30","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1111\/1469-8986.3810022","volume":"38","author":"G Boxtel Van","year":"2001","unstructured":"Van Boxtel G (2001) Optimal signal bandwidth for the recording of surface EMG activity of facial, jaw, oral, and neck muscles. Psychophysiology 38(1):22\u201334","journal-title":"Psychophysiology"},{"key":"751_CR31","unstructured":"Vuskovic M, Du S (2005) Spectral moments for feature extraction from temporal signals. In: International conference on intelligent computing, pp 1063\u20131072"},{"key":"751_CR32","doi-asserted-by":"crossref","unstructured":"Wang C, Gao W, Xuang Z (2001) A real-time large vocabulary continuous recognition system for Chinese sign language. In: Proceedings of IEEE pacific rim conference on multimedia, pp 150\u2013157","DOI":"10.1007\/3-540-45453-5_20"},{"key":"751_CR33","volume-title":"Data mining: practical machine learning tools and techniques","author":"I Witten","year":"2005","unstructured":"Witten I, Frank E (2005) Data mining: practical machine learning tools and techniques, 2nd edn. Morgan Kaufmann, San Francisco, CA","edition":"2"},{"key":"751_CR34","unstructured":"Xiao H, Qun Y, Waixi L, Jian Q (2008) Feature extraction of surface EMG signal based on wavelet coefficient entropy. Proceedings of the 2nd international conference on bioinformatics and biomedical engineering (ICBBE), pp 1758\u20131760"},{"key":"751_CR35","doi-asserted-by":"crossref","first-page":"459","DOI":"10.1615\/CritRevBiomedEng.v30.i456.80","volume":"30","author":"M Zecca","year":"2002","unstructured":"Zecca M, Micera S, Carrozza M, Dario P (2002) Control of multifunctional prosthetic hands by processing the electromyographic signal. Crit Rev Biomed Eng 30:459\u2013485","journal-title":"Crit Rev Biomed Eng"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-011-0751-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11517-011-0751-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-011-0751-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,20]],"date-time":"2021-11-20T18:46:18Z","timestamp":1637433978000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11517-011-0751-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,3,16]]},"references-count":35,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2011,7]]}},"alternative-id":["751"],"URL":"https:\/\/doi.org\/10.1007\/s11517-011-0751-1","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,3,16]]}}}