{"id":"https://openalex.org/W2963667133","doi":"https://doi.org/10.18653/v1/w19-1703","title":"Permanent Magnetic Articulograph (PMA) vs Electromagnetic Articulograph (EMA) in Articulation-to-Speech Synthesis for Silent Speech Interface","display_name":"Permanent Magnetic Articulograph (PMA) vs Electromagnetic Articulograph (EMA) in Articulation-to-Speech Synthesis for Silent Speech Interface","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2963667133","doi":"https://doi.org/10.18653/v1/w19-1703","mag":"2963667133"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w19-1703","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-1703","pdf_url":"https://www.aclweb.org/anthology/W19-1703.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W19-1703.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060549263","display_name":"Beiming Cao","orcid":"https://orcid.org/0000-0003-1223-3146"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Beiming Cao","raw_affiliation_strings":["Speech Disorders & Technology Lab, Department of Bioengineering"],"affiliations":[{"raw_affiliation_string":"Speech Disorders & Technology Lab, Department of Bioengineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071008311","display_name":"Nordine Sebkhi","orcid":"https://orcid.org/0000-0002-0034-0051"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nordine Sebkhi","raw_affiliation_strings":["Inan Research Lab, School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Inan Research Lab, School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068828027","display_name":"Ted Mau","orcid":"https://orcid.org/0000-0002-1804-6707"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ted Mau","raw_affiliation_strings":["Department of Otolaryngology -Head and Neck Surgery University of Texas Southwestern Medical Center, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Otolaryngology -Head and Neck Surgery University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076927036","display_name":"Omer T. Inan","orcid":"https://orcid.org/0000-0002-7952-1794"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omer T. Inan","raw_affiliation_strings":["Inan Research Lab, School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Inan Research Lab, School of Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100384655","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9223-2615"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Callier Center for Communication Disorders University of Texas at Dallas, Richardson, TX, USA","Speech Disorders & Technology Lab, Department of Bioengineering"],"affiliations":[{"raw_affiliation_string":"Callier Center for Communication Disorders University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"Speech Disorders & Technology Lab, Department of Bioengineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060549263"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0018,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76256847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9995999932289124,"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/T12031","display_name":"Speech and dialogue systems","score":0.9993000030517578,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9991000294685364,"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/articulator","display_name":"Articulator","score":0.8601133823394775},{"id":"https://openalex.org/keywords/articulation","display_name":"Articulation (sociology)","score":0.78168123960495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6507765650749207},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6183369159698486},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5549830198287964},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5109671354293823},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.45873039960861206},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4512249529361725},{"id":"https://openalex.org/keywords/speech-production","display_name":"Speech production","score":0.43399810791015625},{"id":"https://openalex.org/keywords/manner-of-articulation","display_name":"Manner of articulation","score":0.42319169640541077},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3311786651611328},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.151178240776062},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07245409488677979}],"concepts":[{"id":"https://openalex.org/C2778415344","wikidata":"https://www.wikidata.org/wiki/Q443216","display_name":"Articulator","level":2,"score":0.8601133823394775},{"id":"https://openalex.org/C2779337067","wikidata":"https://www.wikidata.org/wiki/Q4800961","display_name":"Articulation (sociology)","level":3,"score":0.78168123960495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6507765650749207},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6183369159698486},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5549830198287964},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5109671354293823},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.45873039960861206},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4512249529361725},{"id":"https://openalex.org/C43617652","wikidata":"https://www.wikidata.org/wiki/Q7575399","display_name":"Speech production","level":2,"score":0.43399810791015625},{"id":"https://openalex.org/C66029223","wikidata":"https://www.wikidata.org/wiki/Q210847","display_name":"Manner of articulation","level":2,"score":0.42319169640541077},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3311786651611328},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.151178240776062},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07245409488677979},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w19-1703","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-1703","pdf_url":"https://www.aclweb.org/anthology/W19-1703.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w19-1703","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w19-1703","pdf_url":"https://www.aclweb.org/anthology/W19-1703.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3497591915","display_name":null,"funder_award_id":"(NIH)","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5010305092","display_name":null,"funder_award_id":"R03DC013990","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320307170","display_name":"American Speech-Language-Hearing Foundation","ror":"https://ror.org/03wjf5d60"},{"id":"https://openalex.org/F4320319173","display_name":"Fondation Pour l'Audition","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963667133.pdf","grobid_xml":"https://content.openalex.org/works/W2963667133.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W624015803","https://openalex.org/W1522301498","https://openalex.org/W1972706454","https://openalex.org/W1984877726","https://openalex.org/W2004477469","https://openalex.org/W2008120082","https://openalex.org/W2010125705","https://openalex.org/W2012086895","https://openalex.org/W2013317861","https://openalex.org/W2032618685","https://openalex.org/W2044383628","https://openalex.org/W2048134217","https://openalex.org/W2062923610","https://openalex.org/W2160800342","https://openalex.org/W2322303359","https://openalex.org/W2408675983","https://openalex.org/W2519648275","https://openalex.org/W2554625447","https://openalex.org/W2576774830","https://openalex.org/W2608036320","https://openalex.org/W2745751587","https://openalex.org/W2746109435","https://openalex.org/W2769531941","https://openalex.org/W2770785043","https://openalex.org/W2789252873","https://openalex.org/W2888917702","https://openalex.org/W2905699130","https://openalex.org/W2953384591","https://openalex.org/W2964121744","https://openalex.org/W3013977855","https://openalex.org/W6630213941"],"related_works":["https://openalex.org/W2328773894","https://openalex.org/W2037042749","https://openalex.org/W2777500320","https://openalex.org/W1544536563","https://openalex.org/W2748448327","https://openalex.org/W1810206424","https://openalex.org/W2005271160","https://openalex.org/W2004780548","https://openalex.org/W2088222388","https://openalex.org/W2498954928"],"abstract_inverted_index":{"Silent":[0],"speech":[1,8,12,32],"interfaces":[2],"(SSIs)":[3],"are":[4],"devices":[5],"that":[6,24,45,109,137],"enable":[7],"communication":[9],"when":[10,75],"audible":[11,31],"is":[13,18,38,46,65,73],"unavailable.":[14],"Articulation-to-speech":[15],"(ATS)":[16],"synthesis":[17],"a":[19,39,90,96],"software":[20],"design":[21],"in":[22,117,141,164],"SSI":[23,61],"directly":[25],"converts":[26],"articulatory":[27],"movement":[28],"information":[29],"into":[30],"signals.":[33],"Permanent":[34],"magnetic":[35,146],"articulograph":[36],"(PMA)":[37],"wireless":[40],"articulator":[41],"motion":[42],"tracking":[43],"technology":[44],"similar":[47],"to":[48,148,176],"commercial,":[49],"wired":[50],"Electromagnetic":[51],"Articulograph":[52],"(EMA).":[53],"PMA":[54,91,127],"has":[55],"shown":[56],"great":[57],"potential":[58],"for":[59],"practical":[60],"applications,":[62],"because":[63],"it":[64],"wireless.":[66],"The":[67,120],"ATS":[68,88,166],"performance":[69,86,125,156],"of":[70,87,126,138,157,173,180],"PMA,":[71,142],"however,":[72],"unknown":[74],"comparing":[76],"with":[77,104],"current":[78],"EMA.":[79,139],"In":[80],"this":[81],"study,":[82],"we":[83,92],"compared":[84],"the":[85,118,124,144,155,161,171,178],"using":[89],"recently":[93],"developed":[94],"and":[95,107],"commercially":[97],"available":[98],"EMA":[99],"(NDI":[100],"Wave":[101],"system).":[102],"Datasets":[103],"same":[105],"stimuli":[106],"size":[108],"were":[110,115],"collected":[111],"from":[112],"tongue":[113],"tip":[114],"used":[116],"comparison.":[119],"experimental":[121],"results":[122],"indicated":[123],"was":[128],"close":[129],"to,":[130],"although":[131],"not":[132,152],"as":[133,136],"equally":[134],"good":[135],"Furthermore,":[140],"converting":[143],"raw":[145],"signals":[147,150,175],"positional":[149,174],"did":[151],"significantly":[153],"affect":[154],"ATS,":[158],"which":[159],"support":[160],"future":[162],"direction":[163],"PMA-based":[165],"can":[167],"be":[168],"focused":[169],"on":[170],"use":[172],"maximize":[177],"benefit":[179],"spatial":[181],"analysis.":[182]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
