{"id":"https://openalex.org/W4387446695","doi":"https://doi.org/10.1145/3611659.3615682","title":"Visual Hearing Aids: Artificial Visual Speech Stimuli for Audiovisual Speech Perception in Noise","display_name":"Visual Hearing Aids: Artificial Visual Speech Stimuli for Audiovisual Speech Perception in Noise","publication_year":2023,"publication_date":"2023-10-09","ids":{"openalex":"https://openalex.org/W4387446695","doi":"https://doi.org/10.1145/3611659.3615682"},"language":"en","primary_location":{"id":"doi:10.1145/3611659.3615682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3611659.3615682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"29th ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-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/A5042817126","display_name":"Zubin Choudhary","orcid":"https://orcid.org/0000-0003-4303-5759"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zubin Choudhary","raw_affiliation_strings":["University of Central Florida, United States"],"raw_orcid":"https://orcid.org/0000-0003-4303-5759","affiliations":[{"raw_affiliation_string":"University of Central Florida, United States","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057377597","display_name":"Gerd Bruder","orcid":"https://orcid.org/0000-0003-1450-1802"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gerd Bruder","raw_affiliation_strings":["Institute for Simulation and Training, University of Central Florida, United States and University of Central Florida, United States"],"raw_orcid":"https://orcid.org/0000-0003-1450-1802","affiliations":[{"raw_affiliation_string":"Institute for Simulation and Training, University of Central Florida, United States and University of Central Florida, United States","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000643470","display_name":"Greg Welch","orcid":"https://orcid.org/0000-0002-8243-646X"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Welch","raw_affiliation_strings":["University of Central Florida, United States and University of Central Florida, United States"],"raw_orcid":"https://orcid.org/0000-0002-8243-646X","affiliations":[{"raw_affiliation_string":"University of Central Florida, United States and University of Central Florida, United States","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042817126"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":0.2488,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6029404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12032","display_name":"Multisensory perception and integration","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12032","display_name":"Multisensory perception and integration","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.995199978351593,"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/T12496","display_name":"Color perception and design","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5912665128707886},{"id":"https://openalex.org/keywords/speech-perception","display_name":"Speech perception","score":0.537317156791687},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5368554592132568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5122570395469666},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.507961094379425},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5069437026977539},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33765149116516113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19482281804084778},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07454782724380493},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.064412921667099}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5912665128707886},{"id":"https://openalex.org/C99209842","wikidata":"https://www.wikidata.org/wiki/Q643696","display_name":"Speech perception","level":3,"score":0.537317156791687},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5368554592132568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5122570395469666},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.507961094379425},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5069437026977539},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33765149116516113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19482281804084778},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07454782724380493},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.064412921667099},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3611659.3615682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3611659.3615682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"29th ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2167083218","display_name":null,"funder_award_id":"2235066","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2593115997","display_name":null,"funder_award_id":"Code 34","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G2760376453","display_name":null,"funder_award_id":"N00014-21-1-2882","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4059464794","display_name":null,"funder_award_id":"1800961","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4752595560","display_name":null,"funder_award_id":"235066, 1800961","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G600677152","display_name":null,"funder_award_id":"N00014-21-1-2882,N00014-21-1-2578","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G7040739189","display_name":null,"funder_award_id":"N00014-21-1-2578","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1994464777","https://openalex.org/W2007415209","https://openalex.org/W2026157250","https://openalex.org/W2069096644","https://openalex.org/W2073636254","https://openalex.org/W2105162527","https://openalex.org/W2122204971","https://openalex.org/W2123795719","https://openalex.org/W2140722218","https://openalex.org/W2145839404","https://openalex.org/W2149595999","https://openalex.org/W2157562541","https://openalex.org/W2201699278","https://openalex.org/W2738406145","https://openalex.org/W2756029264","https://openalex.org/W3081492798","https://openalex.org/W3101631197","https://openalex.org/W4244559625","https://openalex.org/W4255279941","https://openalex.org/W6649059852"],"related_works":["https://openalex.org/W2628861693","https://openalex.org/W3203087560","https://openalex.org/W2974389624","https://openalex.org/W2241753696","https://openalex.org/W1931231382","https://openalex.org/W1997436241","https://openalex.org/W2164958657","https://openalex.org/W3087916769","https://openalex.org/W2129943590","https://openalex.org/W3152454717"],"abstract_inverted_index":{"Speech":[0],"perception":[1,45,126,201],"is":[2,24,49,206],"optimal":[3],"in":[4,46,69,127,226],"quiet":[5],"environments,":[6],"but":[7,22,183],"noise":[8],"can":[9,20,198],"impair":[10],"comprehension":[11],"and":[12,79,94,105,162,220],"increase":[13],"errors.":[14],"In":[15,58],"these":[16,47,122],"situations,":[17],"lip":[18,55,217],"reading":[19,56],"help,":[21],"it":[23],"not":[25,207],"always":[26],"possible,":[27],"such":[28],"as":[29],"during":[30],"an":[31,52,102],"audio":[32,76],"call":[33],"or":[34],"when":[35,202],"wearing":[36],"a":[37,63,106,143],"face":[38,205],"mask.":[39],"One":[40],"approach":[41],"to":[42,50,117,145,178],"improve":[43,199],"speech":[44,92,113,125,137,148,175,200,230],"situations":[48],"use":[51],"artificial":[53,171],"visual":[54],"aid.":[57],"this":[59],"paper,":[60],"we":[61,71,95,155,210],"present":[62],"user":[64,164],"study":[65],"(N":[66],"=":[67],"17)":[68],"which":[70],"compared":[72,96,177],"three":[73],"levels":[74,81,134],"of":[75,82,86,121,135,151,159,214,223,229],"stimuli":[77],"visualizations":[78,123,172,197],"two":[80,99],"modulating":[83],"the":[84,87,91,119,132,136,147,152,157,160,163,169,179,189,203,224,227],"appearance":[85],"visualization":[88],"based":[89],"on":[90,124],"signal,":[93],"them":[97],"against":[98],"control":[100],"conditions:":[101],"audio-only":[103,180],"condition,":[104,182],"real":[107,190],"human":[108,191],"speaking.":[109],"We":[110,166],"measured":[111,156],"participants\u2019":[112,174],"reception":[114,176],"thresholds":[115,130],"(SRTs)":[116],"understand":[118],"effects":[120],"noise.":[128],"These":[129],"indicate":[131],"decibel":[133],"signal":[138],"that":[139,168,195],"are":[140],"necessary":[141],"for":[142],"listener":[144],"receive":[146],"correctly":[149],"50%":[150],"time.":[153],"Additionally,":[154],"usability":[158],"approaches":[161],"experience.":[165],"found":[167],"different":[170,196],"improved":[173],"baseline":[181],"they":[184],"were":[185],"significantly":[186],"poorer":[187],"than":[188],"condition.":[192],"This":[193],"suggests":[194],"speaker\u2019s":[204],"available.":[208],"However,":[209],"also":[211],"discuss":[212],"limitations":[213],"current":[215],"plug-and-play":[216],"sync":[218],"software":[219],"abstract":[221],"representations":[222],"speaker":[225],"context":[228],"perception.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
