{"id":"https://openalex.org/W2802971989","doi":"https://doi.org/10.3233/jifs-161067","title":"Classification of myoelectric signal for sub-vocal Hindi phoneme speech recognition","display_name":"Classification of myoelectric signal for sub-vocal Hindi phoneme speech recognition","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2802971989","doi":"https://doi.org/10.3233/jifs-161067","mag":"2802971989"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-161067","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-161067","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041156673","display_name":"Munna Khan","orcid":"https://orcid.org/0000-0003-4226-1260"},"institutions":[{"id":"https://openalex.org/I59475050","display_name":"Jamia Millia Islamia","ror":"https://ror.org/00pnhhv55","country_code":"IN","type":"education","lineage":["https://openalex.org/I59475050"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Munna Khan","raw_affiliation_strings":["Faculty of Engineering and Technology, Department of Electrical Engineering, Jamia Millia Islamia, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Department of Electrical Engineering, Jamia Millia Islamia, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081364889","display_name":"Mosarrat Jahan","orcid":"https://orcid.org/0000-0001-8834-0242"},"institutions":[{"id":"https://openalex.org/I59475050","display_name":"Jamia Millia Islamia","ror":"https://ror.org/00pnhhv55","country_code":"IN","type":"education","lineage":["https://openalex.org/I59475050"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mosarrat Jahan","raw_affiliation_strings":["Faculty of Engineering and Technology, Department of Electrical Engineering, Jamia Millia Islamia, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Department of Electrical Engineering, Jamia Millia Islamia, New Delhi, India","institution_ids":["https://openalex.org/I59475050"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041156673"],"corresponding_institution_ids":["https://openalex.org/I59475050"],"apc_list":null,"apc_paid":null,"fwci":0.6515,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76004664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"35","issue":"5","first_page":"5585","last_page":"5592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.8117223978042603},{"id":"https://openalex.org/keywords/hindi","display_name":"Hindi","score":0.7936313152313232},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6593179702758789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6572325229644775},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.631624698638916},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6002988815307617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.567876935005188}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.8117223978042603},{"id":"https://openalex.org/C519982507","wikidata":"https://www.wikidata.org/wiki/Q1568","display_name":"Hindi","level":2,"score":0.7936313152313232},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6593179702758789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6572325229644775},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.631624698638916},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6002988815307617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.567876935005188}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-161067","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-161067","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1954441744","https://openalex.org/W1967225830","https://openalex.org/W1967954218","https://openalex.org/W1983846434","https://openalex.org/W2008120082","https://openalex.org/W2018377439","https://openalex.org/W2043268735","https://openalex.org/W2046573360","https://openalex.org/W2078174864","https://openalex.org/W2095661886","https://openalex.org/W2103806586","https://openalex.org/W2119477976","https://openalex.org/W2135631461","https://openalex.org/W2170151952","https://openalex.org/W2336159719","https://openalex.org/W2462089124"],"related_works":["https://openalex.org/W2384553807","https://openalex.org/W1557888283","https://openalex.org/W2738278463","https://openalex.org/W3089999372","https://openalex.org/W2265245145","https://openalex.org/W3110423299","https://openalex.org/W4308939443","https://openalex.org/W4299528489","https://openalex.org/W2243342922","https://openalex.org/W2049864679"],"abstract_inverted_index":{"Sub-vocal":[0],"speech":[1,204],"(SVS)":[2],"recognition":[3],"is":[4],"highly":[5],"desirable":[6],"for":[7,33,71,84,104,182,197],"silent":[8],"communications":[9],"among":[10,179],"defence":[11],"personnel":[12],"and":[13,81,96,119,153,162],"underwater":[14],"operations.":[15],"The":[16,65,136],"SVS":[17,66,185],"of":[18,44,62,67,91,125,134,184,199],"Hindi":[19,45,68,73,186,201],"phoneme":[20,69,158],"has":[21,38,108],"a":[22],"great":[23],"role":[24,196],"to":[25,41,148,157,192],"transform":[26],"the":[27,56,60,63,169],"sub-auditory":[28],"signals":[29,43,48,190],"into":[30],"textual":[31],"information":[32],"deaf":[34],"Indians.":[35],"Electromyography":[36],"(EMG)":[37],"been":[39,109],"applied":[40],"record":[42],"phoneme.":[46],"EMG":[47],"are":[49,129,146,176],"picked":[50],"up":[51],"by":[52],"placing":[53],"electrodes":[54],"over":[55],"neck":[57],"areas":[58],"below":[59],"chin":[61],"subject.":[64],"recorded":[70],"four":[72],"alphabets":[74],"\u0915":[75],"(Ka),":[76],"\u0916":[77],"(Kha),":[78],"\u0917":[79,161],"(Ga)":[80],"\u0918":[82,163],"(Gha)":[83],"10":[85,141],"healthy":[86],"Indian":[87],"subjects.":[88],"Two":[89],"types":[90],"features;":[92],"Wavelet":[93],"based":[94,171],"features":[95,101,172],"Auto":[97],"Regressive":[98],"(AR)":[99],"coefficient":[100],"were":[102],"extracted":[103],"these":[105],"phonemes.":[106],"Analysis":[107],"made":[110],"using":[111],"three":[112,127,180],"classifiers":[113,128,181],"namely":[114],"linear":[115],"classifier,":[116],"quadratic":[117],"classifier":[118,145,175],"Support":[120],"Vector":[121],"Machine":[122],"(SVM).":[123],"Performances":[124],"all":[126],"also":[130,166],"evaluated":[131],"in":[132,203],"terms":[133],"accuracies.":[135],"classification":[137,198],"accuracies":[138],"averaged":[139],"on":[140],"subjects":[142],"with":[143,173],"SVM":[144,174],"found":[147],"be":[149],"75.00%,":[150],"78.05%,":[151],"80.50%":[152],"81.30":[154],"%":[155],"corresponding":[156],"\u0915,":[159],"\u0916,":[160],"respectively.":[164],"Results":[165],"indicated":[167],"that":[168],"wavelet":[170],"best":[177],"suited":[178],"accuracy":[183],"phonemes":[187,202],"discrimination.":[188],"Myoelectric":[189],"proved":[191],"have":[193],"an":[194],"important":[195],"sub-vocal":[200],"pattern":[205],"recognition.":[206]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}