{"id":"https://openalex.org/W4387391827","doi":"https://doi.org/10.1109/asru57964.2023.10389794","title":"Can We Use Speaker Embeddings On Spontaneous Speech Obtained From Medical Conversations To Predict Intelligibility?","display_name":"Can We Use Speaker Embeddings On Spontaneous Speech Obtained From Medical Conversations To Predict Intelligibility?","publication_year":2023,"publication_date":"2023-12-16","ids":{"openalex":"https://openalex.org/W4387391827","doi":"https://doi.org/10.1109/asru57964.2023.10389794"},"language":"en","primary_location":{"id":"doi:10.1109/asru57964.2023.10389794","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/asru57964.2023.10389794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04230836/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032270275","display_name":"Sebasti\u00e3o Quintas","orcid":"https://orcid.org/0000-0002-8693-9638"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebasti\u00e3o Quintas","raw_affiliation_strings":["IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210160189","https://openalex.org/I4210152422","https://openalex.org/I1294671590","https://openalex.org/I4210119061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011961771","display_name":"Mathieu Balaguer","orcid":"https://orcid.org/0000-0003-1311-4501"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Balaguer","raw_affiliation_strings":["IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210160189","https://openalex.org/I4210152422","https://openalex.org/I1294671590","https://openalex.org/I4210119061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054719301","display_name":"Julie Mauclair","orcid":"https://orcid.org/0000-0002-2740-5118"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julie Mauclair","raw_affiliation_strings":["IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210160189","https://openalex.org/I4210152422","https://openalex.org/I1294671590","https://openalex.org/I4210119061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066517969","display_name":"Virginie Woisard","orcid":"https://orcid.org/0000-0003-3895-2827"},"institutions":[{"id":"https://openalex.org/I4210127828","display_name":"H\u00f4pital Larrey","ror":"https://ror.org/03471w967","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3019448017","https://openalex.org/I4210127828"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Virginie Woisard","raw_affiliation_strings":["IUC Toulouse, CHU Toulouse, Service ORL de l&#x2019;H&#x00F4;pital Larrey,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IUC Toulouse, CHU Toulouse, Service ORL de l&#x2019;H&#x00F4;pital Larrey,Toulouse,France","institution_ids":["https://openalex.org/I4210127828"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018248112","display_name":"Julien Pinquier","orcid":"https://orcid.org/0000-0003-1556-1284"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Pinquier","raw_affiliation_strings":["IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT, Universit&#x00E9; de Toulouse, CNRS, Toulouse INP, UT3,Toulouse,France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210160189","https://openalex.org/I4210152422","https://openalex.org/I1294671590","https://openalex.org/I4210119061"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1632,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56571901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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":0.9998000264167786,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","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"}}],"keywords":[{"id":"https://openalex.org/keywords/intelligibility","display_name":"Intelligibility (philosophy)","score":0.8167727589607239},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7269356846809387},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6228344440460205},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.49005234241485596},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.45514610409736633},{"id":"https://openalex.org/keywords/speech-error","display_name":"Speech error","score":0.44528666138648987},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.41428685188293457},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33012205362319946},{"id":"https://openalex.org/keywords/speech-production","display_name":"Speech production","score":0.29976677894592285}],"concepts":[{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.8167727589607239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7269356846809387},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6228344440460205},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.49005234241485596},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.45514610409736633},{"id":"https://openalex.org/C541956065","wikidata":"https://www.wikidata.org/wiki/Q2250680","display_name":"Speech error","level":3,"score":0.44528666138648987},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.41428685188293457},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33012205362319946},{"id":"https://openalex.org/C43617652","wikidata":"https://www.wikidata.org/wiki/Q7575399","display_name":"Speech production","level":2,"score":0.29976677894592285},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asru57964.2023.10389794","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/asru57964.2023.10389794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04230836v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04230836","pdf_url":"https://hal.science/hal-04230836/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.asru2023.org/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04230836v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04230836","pdf_url":"https://hal.science/hal-04230836/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.asru2023.org/","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387391827.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1967572563","https://openalex.org/W2003713556","https://openalex.org/W2034917949","https://openalex.org/W2065840343","https://openalex.org/W2165084404","https://openalex.org/W2401277329","https://openalex.org/W2407080277","https://openalex.org/W2524643686","https://openalex.org/W2726515241","https://openalex.org/W2742830501","https://openalex.org/W2808631503","https://openalex.org/W2809874909","https://openalex.org/W2888807255","https://openalex.org/W2889543932","https://openalex.org/W2914524276","https://openalex.org/W2950093234","https://openalex.org/W2977806333","https://openalex.org/W2977892863","https://openalex.org/W3014696143","https://openalex.org/W3024869864","https://openalex.org/W3036132020","https://openalex.org/W3038235024","https://openalex.org/W3094748844","https://openalex.org/W3161656685","https://openalex.org/W3162747758","https://openalex.org/W3167533889","https://openalex.org/W3217784634","https://openalex.org/W4212800565","https://openalex.org/W4285335793","https://openalex.org/W6682679797","https://openalex.org/W6769053574","https://openalex.org/W6770032384"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2287505527","https://openalex.org/W2114688254","https://openalex.org/W1964109203","https://openalex.org/W2031423761","https://openalex.org/W2131028262","https://openalex.org/W2075706796","https://openalex.org/W4376644932"],"abstract_inverted_index":{"The":[0,96,155],"automatic":[1,126],"prediction":[2],"of":[3,13,50,64,120,131,148,166],"speech":[4,26,90,93,121,133,149],"intelligibility":[5,52,91],"is":[6],"a":[7,37,76,84,111,163,171],"recurrent":[8],"problem":[9],"in":[10,29,57,60,124,170],"the":[11,41,48,61,100,118,129,135,159,167],"context":[12],"pathological":[14],"speech.":[15],"Despite":[16],"recent":[17],"developments,":[18],"these":[19,125],"systems":[20,169],"are":[21],"normally":[22],"applied":[23],"to":[24,46,71,87,117],"specific":[25,62],"tasks":[27,103,161],"recorded":[28],"clean":[30],"conditions":[31],"that":[32],"do":[33,72],"not":[34],"necessarily":[35],"reflect":[36],"healthcare":[38],"environment.":[39],"In":[40,69],"present":[42,75],"paper,":[43],"we":[44,74],"intend":[45],"test":[47],"reliability":[49,156],"an":[51,140],"predictor":[53],"on":[54,79,83,99,110,139],"data":[55],"obtained":[56,98],"clinical":[58],"conditions,":[59],"case":[63],"head":[65],"and":[66,92],"neck":[67],"cancer.":[68],"order":[70],"so,":[73],"system":[77],"based":[78],"speaker":[80],"embeddings":[81],"trained":[82],"multi-task":[85],"methodology":[86],"simultaneous":[88],"predict":[89],"disorder":[94],"severity.":[95],"results":[97],"different":[101,160],"evaluation":[102,136],"display":[104],"correlations":[105],"as":[106,108],"high":[107],"0.891":[109],"hospital":[112,172],"patient":[113],"set,":[114],"showing":[115],"robustness":[116],"type":[119,147],"material":[122,150],"used":[123],"assessments.":[127],"Moreover,":[128],"usage":[130],"spontaneous":[132],"during":[134],"shed":[137],"light":[138],"understudied,":[141],"but":[142],"with":[143],"more":[144],"ecological":[145],"validity,":[146],"which":[151],"displayed":[152,157],"promising":[153],"results.":[154],"across":[158],"suggests":[162],"direct":[164],"deployment":[165],"developed":[168],"setting.":[173]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
