{"id":"https://openalex.org/W4386927011","doi":"https://doi.org/10.1039/d3mh01062g","title":"Decoding silent speech commands from articulatory movements through soft magnetic skin and machine learning","display_name":"Decoding silent speech commands from articulatory movements through soft magnetic skin and machine learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386927011","doi":"https://doi.org/10.1039/d3mh01062g","pmid":"https://pubmed.ncbi.nlm.nih.gov/37751158"},"language":"en","primary_location":{"id":"doi:10.1039/d3mh01062g","doi":"https://doi.org/10.1039/d3mh01062g","is_oa":false,"landing_page_url":"https://doi.org/10.1039/d3mh01062g","pdf_url":null,"source":{"id":"https://openalex.org/S2764386229","display_name":"Materials Horizons","issn_l":"2051-6347","issn":["2051-6347","2051-6355"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320556","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/P4310320556"],"host_organization_lineage_names":["Royal Society of Chemistry"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials Horizons","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5004604919","display_name":"Penghao Dong","orcid":"https://orcid.org/0000-0001-8975-3911","observed_orcids":["https://orcid.org/0000-0001-8975-3911"]},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Penghao Dong","raw_affiliation_strings":["Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA"],"raw_orcid":"https://orcid.org/0000-0001-8975-3911","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009395166","display_name":"Yizong Li","orcid":"https://orcid.org/0000-0002-8124-7624","observed_orcids":["https://orcid.org/0000-0002-8124-7624"]},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizong Li","raw_affiliation_strings":["Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100366185","display_name":"Si Chen","orcid":"https://orcid.org/0000-0002-2431-1466","observed_orcids":["https://orcid.org/0000-0002-2431-1466"]},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Si Chen","raw_affiliation_strings":["Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092915776","display_name":"Justin T. Grafstein","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin T. Grafstein","raw_affiliation_strings":["Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101247089","display_name":"Irfaan Khan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Irfaan Khan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Stony Brook University, Stony Brook, New York 11794, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Stony Brook University, Stony Brook, New York 11794, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006482193","display_name":"Shanshan Yao","orcid":"https://orcid.org/0000-0002-2076-162X","observed_orcids":["https://orcid.org/0000-0002-2076-162X"]},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shanshan Yao","raw_affiliation_strings":["Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA"],"raw_orcid":"https://orcid.org/0000-0002-2076-162X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Stony Brook University, Stony Brook, New York 11794, USA","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5006482193"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":2.1434,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88701263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":"12","first_page":"5607","last_page":"5620"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.30219998955726624,"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":0.30219998955726624,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.1534000039100647,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.09099999815225601,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/silent-speech-recognition","display_name":"silent speech recognition","score":0.9390000104904175},{"id":"https://openalex.org/keywords/temporomandibular-joint","display_name":"temporomandibular joint","score":0.8320000171661377},{"id":"https://openalex.org/keywords/articulatory-movements","display_name":"articulatory movements","score":0.7300000190734863},{"id":"https://openalex.org/keywords/assistive-technology","display_name":"assistive technology","score":0.800000011920929},{"id":"https://openalex.org/keywords/phoneme-recognition","display_name":"phoneme recognition","score":0.6520000100135803},{"id":"https://openalex.org/keywords/visemes","display_name":"visemes","score":0.8019999861717224},{"id":"https://openalex.org/keywords/noise-robustness","display_name":"noise robustness","score":0.828000009059906},{"id":"https://openalex.org/keywords/uav-control","display_name":"UAV control","score":0.7900000214576721},{"id":"https://openalex.org/keywords/human-machine-interaction","display_name":"human-machine interaction","score":0.9539999961853027}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7681560516357422},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6425538063049316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49445414543151855},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.3933866322040558},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2988937199115753},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.05113101005554199}],"mesh":[{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013067","descriptor_name":"Speech Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060328","descriptor_name":"Magnetic Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1039/d3mh01062g","doi":"https://doi.org/10.1039/d3mh01062g","is_oa":false,"landing_page_url":"https://doi.org/10.1039/d3mh01062g","pdf_url":null,"source":{"id":"https://openalex.org/S2764386229","display_name":"Materials Horizons","issn_l":"2051-6347","issn":["2051-6347","2051-6355"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320556","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/P4310320556"],"host_organization_lineage_names":["Royal Society of Chemistry"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials Horizons","raw_type":"journal-article"},{"id":"pmid:37751158","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37751158","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials horizons","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3062842692","display_name":"CAREER: Closing the Loop of Human-Machine Interactions via Skin-Like Multimodal Haptic Interfaces","funder_award_id":"2238363","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5586870624","display_name":"EAGER: Lip Reading by Unobtrusive Multimodal Sensors and Machine Learning Algorithms","funder_award_id":"2129673","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2008120082","https://openalex.org/W2018377439","https://openalex.org/W2038971444","https://openalex.org/W2057959448","https://openalex.org/W2112649554","https://openalex.org/W2152056274","https://openalex.org/W2770785043","https://openalex.org/W2806172474","https://openalex.org/W2886945201","https://openalex.org/W3010458192","https://openalex.org/W3017489731","https://openalex.org/W3030558369","https://openalex.org/W3037486115","https://openalex.org/W3083438180","https://openalex.org/W3087167655","https://openalex.org/W3094630323","https://openalex.org/W3113520141","https://openalex.org/W3124032351","https://openalex.org/W3161884104","https://openalex.org/W3212050786","https://openalex.org/W4200129613","https://openalex.org/W4220822444","https://openalex.org/W4280620526","https://openalex.org/W4300716461","https://openalex.org/W4309102546","https://openalex.org/W4309646997","https://openalex.org/W4316015741","https://openalex.org/W4318200316","https://openalex.org/W4321617948"],"related_works":["https://openalex.org/W1969139822","https://openalex.org/W7213549816","https://openalex.org/W2905699130","https://openalex.org/W7164003528","https://openalex.org/W7124241120","https://openalex.org/W4403028954","https://openalex.org/W3011473426","https://openalex.org/W3182888500","https://openalex.org/W2965584382","https://openalex.org/W4366547682"],"abstract_inverted_index":{"Silent":[0],"speech":[1,22,35,61,91,135,160,190,196],"interfaces":[2,102,115],"have":[3],"been":[4],"pursued":[5],"to":[6,16,48],"restore":[7],"spoken":[8],"communication":[9,23],"for":[10,33,63,85,142,146],"individuals":[11],"with":[12,100],"voice":[13],"disorders":[14],"and":[15,46,58,65,87,119,124,144,170,180,194],"facilitate":[17],"intuitive":[18],"communications":[19],"when":[20],"acoustic-based":[21],"is":[24,138,183],"unreliable,":[25],"inappropriate,":[26],"or":[27],"undesired.":[28],"However,":[29],"the":[30,70,83,117,152,157],"current":[31],"methodology":[32],"silent":[34,60,90,159,189,195],"faces":[36],"several":[37,97],"challenges,":[38],"including":[39,107],"bulkiness,":[40],"obtrusiveness,":[41],"low":[42],"accuracy,":[43],"limited":[44],"portability,":[45],"susceptibility":[47],"interferences.":[49],"In":[50],"this":[51],"work,":[52],"we":[53],"present":[54],"a":[55,76,108,147],"wireless,":[56],"unobtrusive,":[57],"robust":[59],"interface":[62,161],"tracking":[64],"decoding":[66],"speech-relevant":[67],"movements":[68],"of":[69,111,149],"temporomandibular":[71],"joint.":[72],"Our":[73],"solution":[74],"employs":[75],"single":[77],"soft":[78],"magnetic":[79],"skin":[80],"placed":[81],"behind":[82],"ear":[84],"wireless":[86],"socially":[88],"acceptable":[89],"recognition.":[92],"The":[93],"developed":[94],"system":[95],"alleviates":[96],"concerns":[98],"associated":[99],"existing":[101],"based":[103],"on":[104,116],"face-worn":[105],"sensors,":[106,112],"large":[109],"number":[110],"highly":[113],"visible":[114],"face,":[118],"obtrusive":[120],"interconnections":[121],"between":[122],"sensors":[123],"data":[125],"acquisition":[126],"components.":[127],"With":[128],"machine":[129],"learning-based":[130],"signal":[131],"processing":[132],"techniques,":[133],"good":[134],"recognition":[136],"accuracy":[137,141],"achieved":[139],"(93.2%":[140],"phonemes,":[143],"87.3%":[145],"list":[148],"words":[150],"from":[151,166],"same":[153],"viseme":[154],"groups).":[155],"Moreover,":[156],"reported":[158],"demonstrates":[162],"robustness":[163],"against":[164],"noises":[165],"both":[167],"ambient":[168],"environments":[169],"users'":[171],"daily":[172],"motions.":[173],"Finally,":[174],"its":[175],"potential":[176],"in":[177],"assistive":[178],"technology":[179],"human-machine":[181],"interactions":[182],"illustrated":[184],"through":[185],"two":[186],"demonstrations":[187],"-":[188],"enabled":[191,197],"smartphone":[192],"assistants":[193],"drone":[198],"control.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-09-22T00:00:00"}
