{"id":"https://openalex.org/W4372266907","doi":"https://doi.org/10.1109/icassp49357.2023.10095135","title":"SPASHT: Semantic and Pragmatic Speech Features for Automatic Assessment of Autism","display_name":"SPASHT: Semantic and Pragmatic Speech Features for Automatic Assessment of Autism","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372266907","doi":"https://doi.org/10.1109/icassp49357.2023.10095135"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10095135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5114986033","display_name":"B Ashwini","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]},{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashwini B","raw_affiliation_strings":["Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi),Human-Machine Interaction (HMI) Lab,New Delhi,India","Human-Machine Interaction (HMI) Lab, Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi), New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi),Human-Machine Interaction (HMI) Lab,New Delhi,India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Human-Machine Interaction (HMI) Lab, Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi), New Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078058536","display_name":"Vrinda Narayan","orcid":null},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]},{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vrinda Narayan","raw_affiliation_strings":["Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi),Human-Machine Interaction (HMI) Lab,New Delhi,India","Human-Machine Interaction (HMI) Lab, Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi), New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi),Human-Machine Interaction (HMI) Lab,New Delhi,India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Human-Machine Interaction (HMI) Lab, Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi), New Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068933672","display_name":"Jainendra Shukla","orcid":"https://orcid.org/0000-0002-6526-0087"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]},{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jainendra Shukla","raw_affiliation_strings":["Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi),Human-Machine Interaction (HMI) Lab,New Delhi,India","Human-Machine Interaction (HMI) Lab, Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi), New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi),Human-Machine Interaction (HMI) Lab,New Delhi,India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Human-Machine Interaction (HMI) Lab, Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi), New Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114986033"],"corresponding_institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"],"apc_list":null,"apc_paid":null,"fwci":0.9052,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71637651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T10730","display_name":"Language Development and Disorders","score":0.9965000152587891,"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/T12060","display_name":"Child Development and Digital Technology","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.749397337436676},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.647209644317627},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5334418416023254},{"id":"https://openalex.org/keywords/pragmatics","display_name":"Pragmatics","score":0.4631687104701996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4190061390399933},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3860138952732086},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2515227198600769},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1620352864265442}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.749397337436676},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.647209644317627},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5334418416023254},{"id":"https://openalex.org/C11693617","wikidata":"https://www.wikidata.org/wiki/Q181839","display_name":"Pragmatics","level":2,"score":0.4631687104701996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4190061390399933},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3860138952732086},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2515227198600769},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1620352864265442},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","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:10.1109/icassp49357.2023.10095135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1506726456","https://openalex.org/W1944399790","https://openalex.org/W1969987452","https://openalex.org/W1971020201","https://openalex.org/W2023967404","https://openalex.org/W2048862905","https://openalex.org/W2072353892","https://openalex.org/W2120899164","https://openalex.org/W2132980159","https://openalex.org/W2162749925","https://openalex.org/W2407637315","https://openalex.org/W2510185473","https://openalex.org/W2618295620","https://openalex.org/W2770923030","https://openalex.org/W2972559945","https://openalex.org/W2990351298","https://openalex.org/W3165069738","https://openalex.org/W3186289055","https://openalex.org/W3214736262","https://openalex.org/W6804223484"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W1898246925","https://openalex.org/W2375878451","https://openalex.org/W4254159134","https://openalex.org/W2227393071","https://openalex.org/W4385582530","https://openalex.org/W1535074856","https://openalex.org/W2359993012","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Language":[0],"and":[1,31,38,41,58,82,92,130,144,154,161,180],"communication":[2],"impairments":[3],"are":[4,148,155],"considered":[5],"one":[6],"of":[7,11,49,74,96,116,125,167,172,190],"the":[8,17,47,56,72,94,113,123,135,142,159,165,183,188,191],"core":[9],"features":[10,33,61,91,147,163,176],"autism":[12,21,65,152],"spectrum":[13],"disorder":[14],"(ASD).":[15],"Quantifying":[16],"language":[18,37,60,79,146],"atypicalities":[19],"in":[20,46,62,71,164],"is":[22],"a":[23],"challenging":[24],"task.":[25],"Prior":[26],"works":[27],"have":[28,42],"explored":[29],"acoustic,":[30],"text-based":[32],"to":[34,67,87,157,182],"assess":[35],"children\u2019s":[36],"communicative":[39],"behaviours":[40,98],"shown":[43],"their":[44,69,110],"relevance":[45],"diagnosis":[48,73,115,153],"autism.":[50,75,117],"In":[51],"this":[52],"work,":[53],"we":[54],"explore":[55],"semantic":[57,102,143],"pragmatic":[59,145],"children":[63,127],"with":[64,112,169],"(CwA)":[66],"understand":[68],"significance":[70],"We":[76,107,118],"use":[77],"natural":[78],"processing":[80],"(NLP)":[81],"machine":[83],"learning":[84],"(ML)":[85],"techniques":[86],"automatically":[88],"extract":[89],"relevant":[90],"detect":[93],"existence":[95],"speech":[97,196],"such":[99],"as":[100],"echolalia,":[101],"coherence,":[103],"repetitive":[104],"language,":[105],"etc.":[106],"further":[108],"analyse":[109],"correlation":[111],"clinical":[114],"conducted":[119],"validation":[120],"experiments":[121],"on":[122],"transcripts":[124],"76":[126],"(35":[128],"ASD":[129],"41":[131],"TD)":[132],"extracted":[133],"from":[134],"CHILDES":[136],"databank.":[137],"Our":[138],"analysis":[139],"shows":[140],"that":[141],"representative":[149],"candidates":[150],"for":[151],"found":[156],"complement":[158],"syntactic":[160],"lexical":[162],"classification":[166],"CwA":[168],"an":[170],"accuracy":[171],"94%.":[173],"Further,":[174],"these":[175],"being":[177],"more":[178],"coherent":[179],"relatable":[181],"standard":[184],"diagnostic":[185,192],"tools":[186],"improves":[187],"interpretability":[189],"predictions":[193],"made":[194],"using":[195],"signals.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}