{"id":"https://openalex.org/W7126399904","doi":"https://doi.org/10.18653/v1/2024.findings-eacl.75","title":"Autism Detection in Speech \u2013 A Survey","display_name":"Autism Detection in Speech \u2013 A Survey","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7126399904","doi":"https://doi.org/10.18653/v1/2024.findings-eacl.75"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2024.findings-eacl.75","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.75","pdf_url":"https://aclanthology.org/2024.findings-eacl.75.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":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.findings-eacl.75.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007074475","display_name":"Nadine Probol","orcid":null},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nadine Probol","raw_affiliation_strings":["University of Applied Sciences Darmstadt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Darmstadt","institution_ids":["https://openalex.org/I107257983"]}]},{"author_position":"last","author":{"id":null,"display_name":"Margot Mieskes","orcid":null},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Margot Mieskes","raw_affiliation_strings":["University of Applied Sciences Darmstadt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Darmstadt","institution_ids":["https://openalex.org/I107257983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I107257983"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49119302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1115","last_page":"1125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.36329999566078186,"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"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.36329999566078186,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.14790000021457672,"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/T12684","display_name":"Stuttering Research and Treatment","score":0.06700000166893005,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/autism","display_name":"Autism","score":0.7346000075340271},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.3441999852657318},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.32690000534057617},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.30869999527931213},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.26010000705718994}],"concepts":[{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.7346000075340271},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5113999843597412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5005000233650208},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4523000121116638},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45210000872612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3961000144481659},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.3441999852657318},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.325300008058548},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.findings-eacl.75","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.75","pdf_url":"https://aclanthology.org/2024.findings-eacl.75.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":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.findings-eacl.75","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.75","pdf_url":"https://aclanthology.org/2024.findings-eacl.75.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":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.48154720664024353}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7126399904.pdf","grobid_xml":"https://content.openalex.org/works/W7126399904.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"There":[0],"has":[1],"been":[2],"a":[3,111],"range":[4],"of":[5,7,63,113,132],"studies":[6,18],"how":[8],"autism":[9,54],"is":[10,110],"displayed":[11],"in":[12,34,138],"voice,":[13],"speech,":[14],"and":[15,40,55,73,81,88,92,152],"language.We":[16],"analyse":[17],"from":[19,30,150],"the":[20,25,31,60,64,97,103],"biomedical,":[21],"as":[22,24,71,100,102],"well":[23,101],"psychological":[26],"domain,":[27],"but":[28,78],"also":[29,79,84],"NLP":[32,123],"domain":[33],"order":[35],"to":[36,118,144],"find":[37,145],"linguistic,":[38],"prosodic":[39,76],"acoustic":[41],"cues":[42],"that":[43],"could":[44,135],"indicate":[45],"autism.Our":[46],"survey":[47],"looks":[48],"at":[49,68],"all":[50],"three":[51],"domains.We":[52],"define":[53],"which":[56,134],"comorbidities":[57],"might":[58],"influence":[59],"correct":[61],"detection":[62],"disorder.We":[65],"especially":[66],"look":[67],"observations":[69],"such":[70],"verbal":[72],"semantic":[74],"fluency,":[75],"features,":[77],"disfluencies":[80],"speaking":[82],"rate.We":[83],"show":[85],"word-based":[86],"approaches":[87,94],"describe":[89],"machine":[90,128],"learning":[91,129],"transformer-based":[93],"both":[95,148],"on":[96,126],"audio":[98,151],"data":[99],"transcripts.Lastly,":[104],"we":[105,141],"conclude,":[106],"while":[107],"there":[108],"already":[109],"lot":[112],"research,":[114],"female":[115],"patients":[116],"seem":[117],"be":[119,136],"severely":[120],"under-researched.Also,":[121],"most":[122],"research":[124,146],"focuses":[125],"traditional":[127],"methods":[130],"instead":[131],"transformers":[133],"beneficial":[137],"this":[139],"context.Additionally,":[140],"were":[142],"unable":[143],"combining":[147],"features":[149],"transcripts.":[153]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-02-02T00:00:00"}
