{"id":"https://openalex.org/W4294310664","doi":"https://doi.org/10.1109/access.2022.3203572","title":"4D Multimodal Speaker Model for Remote Speech Diagnosis","display_name":"4D Multimodal Speaker Model for Remote Speech Diagnosis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4294310664","doi":"https://doi.org/10.1109/access.2022.3203572"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3203572","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3203572","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2022.3203572","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040985649","display_name":"Micha\u0142 Kr\u0119cichwost","orcid":"https://orcid.org/0000-0002-1770-6152"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210125040","display_name":"Institute of Medical Technology and Equipment","ror":"https://ror.org/02ks0br87","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125040"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Michal Krecichwost","raw_affiliation_strings":["Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland"],"raw_orcid":"https://orcid.org/0000-0002-1770-6152","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland","institution_ids":["https://openalex.org/I4210125040","https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054098234","display_name":"Agata Sage","orcid":"https://orcid.org/0000-0002-3687-7707"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210125040","display_name":"Institute of Medical Technology and Equipment","ror":"https://ror.org/02ks0br87","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125040"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Agata Sage","raw_affiliation_strings":["Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland","institution_ids":["https://openalex.org/I4210125040","https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079443474","display_name":"Zuzanna Miodo\u0144ska","orcid":"https://orcid.org/0000-0001-6227-0960"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210125040","display_name":"Institute of Medical Technology and Equipment","ror":"https://ror.org/02ks0br87","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125040"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Zuzanna Miodonska","raw_affiliation_strings":["Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland","institution_ids":["https://openalex.org/I4210125040","https://openalex.org/I119004910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015682504","display_name":"Pawe\u0142 Badura","orcid":"https://orcid.org/0000-0002-3941-4927"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210125040","display_name":"Institute of Medical Technology and Equipment","ror":"https://ror.org/02ks0br87","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125040"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Pawel Badura","raw_affiliation_strings":["Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3941-4927","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland","institution_ids":["https://openalex.org/I4210125040","https://openalex.org/I119004910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0404,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75383461,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"93187","last_page":"93202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9991999864578247,"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":0.9991999864578247,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9919999837875366,"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/T11448","display_name":"Face recognition and analysis","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.8800346851348877},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5171541571617126},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.46369943022727966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46173226833343506},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.44444209337234497},{"id":"https://openalex.org/keywords/concatenation","display_name":"Concatenation (mathematics)","score":0.41565239429473877},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.41473379731178284},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4123658537864685},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11694812774658203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8800346851348877},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5171541571617126},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.46369943022727966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46173226833343506},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.44444209337234497},{"id":"https://openalex.org/C87619178","wikidata":"https://www.wikidata.org/wiki/Q126002","display_name":"Concatenation (mathematics)","level":2,"score":0.41565239429473877},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.41473379731178284},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4123658537864685},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11694812774658203},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3203572","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3203572","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f0a7543f549a498db8b7275fb92f244d","is_oa":true,"landing_page_url":"https://doaj.org/article/f0a7543f549a498db8b7275fb92f244d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 93187-93202 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3203572","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3203572","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G2020098979","display_name":null,"funder_award_id":"2018/30/E/ST7/00525","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"},{"id":"https://openalex.org/G3269605037","display_name":null,"funder_award_id":"BKM-528/RIB1/2022","funder_id":"https://openalex.org/F4320324727","funder_display_name":"Silesian University of Technology"},{"id":"https://openalex.org/G5846165354","display_name":null,"funder_award_id":"07/010/BKM22/1015","funder_id":"https://openalex.org/F4320324727","funder_display_name":"Silesian University of Technology"}],"funders":[{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320324727","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W81726370","https://openalex.org/W1492580370","https://openalex.org/W1970870274","https://openalex.org/W1979393293","https://openalex.org/W2002328018","https://openalex.org/W2004679649","https://openalex.org/W2006994810","https://openalex.org/W2015207482","https://openalex.org/W2016761149","https://openalex.org/W2022583271","https://openalex.org/W2026710098","https://openalex.org/W2027826668","https://openalex.org/W2083115710","https://openalex.org/W2097368509","https://openalex.org/W2105404166","https://openalex.org/W2112208104","https://openalex.org/W2112731915","https://openalex.org/W2117248802","https://openalex.org/W2124399597","https://openalex.org/W2142955705","https://openalex.org/W2167667767","https://openalex.org/W2235458433","https://openalex.org/W2249889437","https://openalex.org/W2397029008","https://openalex.org/W2465954609","https://openalex.org/W2561456080","https://openalex.org/W2576774830","https://openalex.org/W2578745675","https://openalex.org/W2740891788","https://openalex.org/W2755456826","https://openalex.org/W2770531152","https://openalex.org/W2777448780","https://openalex.org/W2807879808","https://openalex.org/W2810618178","https://openalex.org/W2888826281","https://openalex.org/W2889902450","https://openalex.org/W2896599145","https://openalex.org/W2904952609","https://openalex.org/W2907368536","https://openalex.org/W2963422396","https://openalex.org/W2967498147","https://openalex.org/W3003370096","https://openalex.org/W3027782703","https://openalex.org/W3091735869","https://openalex.org/W3144236964","https://openalex.org/W3154111659","https://openalex.org/W3158254305","https://openalex.org/W3173427946","https://openalex.org/W3197643502","https://openalex.org/W3213051687","https://openalex.org/W4206655453","https://openalex.org/W4207076357","https://openalex.org/W4234934976","https://openalex.org/W4235354915","https://openalex.org/W4280631946","https://openalex.org/W4294216947","https://openalex.org/W6677520540","https://openalex.org/W6803376173"],"related_works":["https://openalex.org/W2373577936","https://openalex.org/W4221148444","https://openalex.org/W4387678054","https://openalex.org/W2389596151","https://openalex.org/W3095575180","https://openalex.org/W4306784355","https://openalex.org/W2169308097","https://openalex.org/W4246226292","https://openalex.org/W3091984855","https://openalex.org/W2150768546"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,6,34,81,85,154],"concept":[4,189],"of":[5,74,103,114,123,193],"4D":[7],"multimodal":[8,44],"speaker":[9],"model":[10,195],"(4D-MSM)":[11],"for":[12,36,58,108,212],"asynchronous":[13,218],"remote":[14,209],"speech":[15,29,210],"diagnosis.":[16,30],"Recording":[17],"and":[18,38,41,62,70,79,91,121,136,141,190,196,214,220],"archiving":[19,215],"diagnostically":[20],"significant":[21],"articulation":[22,68],"material":[23],"remain":[24],"an":[25],"issue":[26],"in":[27,125,150,208,224],"computer-aided":[28],"Therefore,":[31],"we":[32,130,146,174,186],"propose":[33],"workflow":[35],"preparing":[37],"storing":[39],"reliable":[40],"easily":[42],"interpretable":[43],"data":[45,52,73,109,133],"regarding":[46],"pronunciation.":[47],"According":[48],"to":[49,134,179,199],"our":[50],"assumptions,":[51],"acquisition":[53],"should":[54],"be":[55,206],"non-invasive,":[56],"comfortable":[57],"both":[59],"the":[60,67,100,104,115,126,138,148,166,176,181,184,188,194,201,222],"patient":[61],"therapist,":[63],"not":[64],"interfere":[65],"with":[66,165,169],"process,":[69],"provide":[71],"essential":[72],"high":[75],"quality.":[76],"We":[77],"developed":[78],"employed":[80,207],"dedicated":[82,155],"device,":[83],"obtaining":[84],"15-channel":[86],"spatially":[87],"distributed":[88],"audio":[89,117,127,177],"signal":[90],"stable":[92],"stereovision":[93],"stream":[94],"from":[95],"two":[96],"cameras":[97],"focused":[98],"on":[99],"lower":[101],"part":[102],"face.":[105],"Our":[106],"framework":[107],"preprocessing":[110],"covers":[111],"digital":[112],"beamforming":[113],"multichannel":[116],"signal,":[118],"audio-video":[119],"synchronization,":[120],"segmentation":[122,157],"words":[124],"signal.":[128],"Then,":[129],"use":[131],"stereo":[132],"calculate":[135],"adjust":[137],"depth":[139],"map":[140],"prepare":[142],"point":[143,160],"clouds.":[144],"Simultaneously,":[145],"delineate":[147],"mouth":[149,171],"video":[151],"frames":[152],"using":[153],"semi-automated":[156],"algorithm.":[158],"The":[159],"clouds":[161],"are":[162],"then":[163],"textured":[164],"camera":[167],"images":[168],"superimposed":[170],"regions.":[172],"Finally,":[173],"add":[175],"track":[178],"constitute":[180],"4D-MSM.":[182],"In":[183],"paper,":[185],"show":[187],"detailed":[191],"specification":[192],"present":[197],"experiments":[198],"justify":[200],"methodology.":[202],"Proposed":[203],"4D-MSMs":[204],"may":[205],"diagnosis":[211],"objectifying":[213],"diagnoses,":[216],"conducting":[217],"consultations,":[219],"documenting":[221],"progress":[223],"therapy.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2025-10-10T00:00:00"}
