{"id":"https://openalex.org/W2250829396","doi":"https://doi.org/10.18653/v1/w15-5108","title":"Predicting disordered speech comprehensibility from Goodness of Pronunciation scores","display_name":"Predicting disordered speech comprehensibility from Goodness of Pronunciation scores","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2250829396","doi":"https://doi.org/10.18653/v1/w15-5108","mag":"2250829396"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w15-5108","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-5108","pdf_url":"https://www.aclweb.org/anthology/W15-5108.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 SLPAT 2015: 6th Workshop on Speech and Language Processing for Assistive Technologies","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W15-5108.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056701513","display_name":"Lionel Fontan","orcid":"https://orcid.org/0000-0001-7895-8567"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"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/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"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","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Lionel Fontan","raw_affiliation_strings":["Universit de Toulouse; UPS; IRIT; Toulouse, France","Universit\u00e9 de Toulouse; UPS; IRIT; Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Universit de Toulouse; UPS; IRIT; Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210119061"]},{"raw_affiliation_string":"Universit\u00e9 de Toulouse; UPS; IRIT; Toulouse, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210119061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088037163","display_name":"Thomas Pellegrini","orcid":"https://orcid.org/0000-0001-8984-1399"},"institutions":[{"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","https://openalex.org/I4405258862"]},{"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/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Pellegrini","raw_affiliation_strings":["Universit de Toulouse; UPS; IRIT; Toulouse, France","Universit\u00e9 de Toulouse; UPS; IRIT; Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Universit de Toulouse; UPS; IRIT; Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210119061"]},{"raw_affiliation_string":"Universit\u00e9 de Toulouse; UPS; IRIT; Toulouse, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210119061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027073039","display_name":"J\u00falia Olcoz","orcid":null},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julia Olcoz","raw_affiliation_strings":["ViVoLAB -Voice Input Voice Output Laboratory; I3A; Universidad de Zaragoza, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"ViVoLAB -Voice Input Voice Output Laboratory; I3A; Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028432601","display_name":"Alberto Abad","orcid":"https://orcid.org/0000-0003-2122-5148"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alberto Abad","raw_affiliation_strings":["IST -Intituto Superior Tcnico, Universidade de Lisboa, Portugal","L2F -Spoken Language Systems Laboratory; INESC-ID; Lisbon, Portugal","IST -Intituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"IST -Intituto Superior Tcnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201"]},{"raw_affiliation_string":"L2F -Spoken Language Systems Laboratory; INESC-ID; Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201"]},{"raw_affiliation_string":"IST -Intituto Superior T\u00e9cnico, Universidade de Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056701513"],"corresponding_institution_ids":["https://openalex.org/I134560555","https://openalex.org/I17866349","https://openalex.org/I4210119061"],"apc_list":null,"apc_paid":null,"fwci":0.42690192,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7289643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10730","display_name":"Language Development and Disorders","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10730","display_name":"Language Development and Disorders","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10403","display_name":"Phonetics and Phonology Research","score":0.9991999864578247,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pronunciation","display_name":"Pronunciation","score":0.7634034752845764},{"id":"https://openalex.org/keywords/intelligibility","display_name":"Intelligibility (philosophy)","score":0.664540708065033},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6583962440490723},{"id":"https://openalex.org/keywords/goodness-of-fit","display_name":"Goodness of fit","score":0.6236116886138916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6037408709526062},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4647566080093384},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4223962128162384},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4198165833950043},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.4036456048488617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39977046847343445},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.36675649881362915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21977072954177856},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19783464074134827},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11734220385551453},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09686475992202759}],"concepts":[{"id":"https://openalex.org/C2780844864","wikidata":"https://www.wikidata.org/wiki/Q184377","display_name":"Pronunciation","level":2,"score":0.7634034752845764},{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.664540708065033},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6583962440490723},{"id":"https://openalex.org/C132480984","wikidata":"https://www.wikidata.org/wiki/Q2034239","display_name":"Goodness of fit","level":2,"score":0.6236116886138916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6037408709526062},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4647566080093384},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4223962128162384},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4198165833950043},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.4036456048488617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39977046847343445},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.36675649881362915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21977072954177856},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19783464074134827},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11734220385551453},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09686475992202759},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w15-5108","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-5108","pdf_url":"https://www.aclweb.org/anthology/W15-5108.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 SLPAT 2015: 6th Workshop on Speech and Language Processing for Assistive Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w15-5108","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-5108","pdf_url":"https://www.aclweb.org/anthology/W15-5108.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 SLPAT 2015: 6th Workshop on Speech and Language Processing for Assistive Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2250829396.pdf","grobid_xml":"https://content.openalex.org/works/W2250829396.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W149618481","https://openalex.org/W222076935","https://openalex.org/W300616782","https://openalex.org/W323265179","https://openalex.org/W334543181","https://openalex.org/W1271679374","https://openalex.org/W1988596541","https://openalex.org/W2016114400","https://openalex.org/W2139008940","https://openalex.org/W2139565824","https://openalex.org/W2258728211","https://openalex.org/W4366980539"],"related_works":["https://openalex.org/W2183593636","https://openalex.org/W2350724007","https://openalex.org/W2355751417","https://openalex.org/W2423284978","https://openalex.org/W2083922162","https://openalex.org/W2000075989","https://openalex.org/W4220683390","https://openalex.org/W2776838583","https://openalex.org/W2359469050","https://openalex.org/W1607396156"],"abstract_inverted_index":{"Speech":[0],"production":[1],"assessment":[2],"in":[3],"disordered":[4],"speech":[5],"relies":[6],"on":[7,31,42],"tests":[8,15],"such":[9],"as":[10],"intelligibility":[11],"and/or":[12],"comprehensibility":[13,40,70,98],"tests.These":[14],"are":[16],"subjective":[17],"and":[18,24,69,125],"time-consuming":[19],"for":[20],"both":[21,122],"the":[22,25,32,73,80,107,123,126,130,134,138,145,150,159,162,167,170],"patients":[23],"practitioners.In":[26],"this":[27],"paper,":[28],"we":[29],"report":[30],"use":[33,74],"of":[34,48,75,79,117,129,161,169],"automatically-derived":[35],"pronunciation":[36],"scores":[37,68,99,109,164],"to":[38,96,106,166],"predict":[39,97],"ratings,":[41],"a":[43,76,84,101],"pilot":[44],"development":[45],"corpus":[46],"comprised":[47],"120":[49],"utterances":[50],"recorded":[51],"by":[52,111],"12":[53],"speakers":[54,135],"with":[55,83,100],"distinct":[56],"pathologies.We":[57],"found":[58],"high":[59],"correlation":[60,115],"values":[61],"(0.81)":[62],"between":[63,121],"Goodness":[64],"Of":[65],"Pronunciation":[66],"(GOP)":[67],"ratings.We":[71],"compare":[72],"baseline":[77],"implementation":[78],"GOP":[81],"algorithm":[82],"variant":[85],"called":[86],"forced-GOP,":[87],"which":[88],"showed":[89],"better":[90],"results.A":[91],"linear":[92],"regression":[93],"model":[94],"allowed":[95],"20.9%":[102],"relative":[103],"error,":[104],"compared":[105],"reference":[108],"given":[110],"two":[112],"expert":[113],"judges.A":[114],"value":[116],"0.74":[118],"was":[119,154],"obtained":[120],"manual":[124,163],"predicted":[127,151],"scores.Most":[128],"prediction":[131],"errors":[132],"concern":[133],"who":[136],"have":[137],"most":[139],"extreme":[140],"ratings":[141],"(the":[142],"lowest":[143],"or":[144],"largest":[146],"values),":[147],"showing":[148],"that":[149],"score":[152],"range":[153],"globally":[155],"more":[156],"limited":[157],"than":[158],"one":[160],"due":[165],"simplicity":[168],"model.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-02-20T08:17:22.645390","created_date":"2025-10-10T00:00:00"}