{"id":"https://openalex.org/W4410341322","doi":"https://doi.org/10.1109/ncc63735.2025.10983181","title":"Raw-Speech DirichNet Model for Early Detection of Autism Spectrum Disorder in Children","display_name":"Raw-Speech DirichNet Model for Early Detection of Autism Spectrum Disorder in Children","publication_year":2025,"publication_date":"2025-03-06","ids":{"openalex":"https://openalex.org/W4410341322","doi":"https://doi.org/10.1109/ncc63735.2025.10983181"},"language":"en","primary_location":{"id":"doi:10.1109/ncc63735.2025.10983181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ncc63735.2025.10983181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 National Conference on Communications (NCC)","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/A5047015649","display_name":"Kodali Radha","orcid":"https://orcid.org/0000-0002-8064-0440"},"institutions":[{"id":"https://openalex.org/I160606119","display_name":"University of Tennessee Health Science Center","ror":"https://ror.org/0011qv509","country_code":"US","type":"education","lineage":["https://openalex.org/I160606119"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kodali Radha","raw_affiliation_strings":["University of Tennessee Health Science Center,Department of Pediatrics,Memphis,TN,SA,38103"],"affiliations":[{"raw_affiliation_string":"University of Tennessee Health Science Center,Department of Pediatrics,Memphis,TN,SA,38103","institution_ids":["https://openalex.org/I160606119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047040752","display_name":"Dhulipalla Venkata Rao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dhulipalla Venkata Rao","raw_affiliation_strings":["Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007"],"affiliations":[{"raw_affiliation_string":"Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094248262","display_name":"Kurma Venkata Keerthana Sai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kurma Venkata Keerthana Sai","raw_affiliation_strings":["Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007"],"affiliations":[{"raw_affiliation_string":"Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114240139","display_name":"Rompicharla Thanmayee Krishna","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rompicharla Thanmayee Krishna","raw_affiliation_strings":["Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007"],"affiliations":[{"raw_affiliation_string":"Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074589907","display_name":"Abdul Muneera","orcid":"https://orcid.org/0000-0001-7095-6073"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdul Muneera","raw_affiliation_strings":["Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007"],"affiliations":[{"raw_affiliation_string":"Velagapudi Ramakrishna Siddhartha Engineering College,Department of Electronics & Communication Engineering,Kanuru,India,520007","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004083560","display_name":"Mohan Bansal","orcid":"https://orcid.org/0000-0003-0524-8251"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohan Bansal","raw_affiliation_strings":["Indian Institute of Information Technology Sonepat,Department of Electronics and Communication Engineering,Sonipat,Haryana,India,131001"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Sonepat,Department of Electronics and Communication Engineering,Sonipat,Haryana,India,131001","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013719665","display_name":"G. Pradeep Reddy","orcid":"https://orcid.org/0000-0002-5624-5547"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gogulamudi Pradeep Reddy","raw_affiliation_strings":["Manipal Institute of Technology, Manipal Academy of Higher Education,Department of Information and Communication Technology,Manipal,Karnataka,India,576104"],"affiliations":[{"raw_affiliation_string":"Manipal Institute of Technology, Manipal Academy of Higher Education,Department of Information and Communication Technology,Manipal,Karnataka,India,576104","institution_ids":["https://openalex.org/I164861460"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047015649"],"corresponding_institution_ids":["https://openalex.org/I160606119"],"apc_list":null,"apc_paid":null,"fwci":1.327,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79185045,"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":"6"},"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/T12060","display_name":"Child Development and Digital Technology","score":0.972599983215332,"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"}},{"id":"https://openalex.org/T11135","display_name":"Virology and Viral Diseases","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.8415995240211487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5368118286132812},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5288777351379395},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5184402465820312},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3235270380973816},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2971378266811371},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.16449284553527832},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14101135730743408}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.8415995240211487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5368118286132812},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5288777351379395},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5184402465820312},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3235270380973816},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2971378266811371},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.16449284553527832},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14101135730743408}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ncc63735.2025.10983181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ncc63735.2025.10983181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 National Conference on Communications (NCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1551896154","https://openalex.org/W1963736913","https://openalex.org/W1980014198","https://openalex.org/W1994888226","https://openalex.org/W2064974707","https://openalex.org/W2110421990","https://openalex.org/W2271070350","https://openalex.org/W2339747551","https://openalex.org/W2654480565","https://openalex.org/W3016043130","https://openalex.org/W3176045131","https://openalex.org/W3184737574","https://openalex.org/W4224252851","https://openalex.org/W4313244887","https://openalex.org/W4377139118","https://openalex.org/W4386547320","https://openalex.org/W4388938264","https://openalex.org/W4389830631","https://openalex.org/W4390486090","https://openalex.org/W4390517533","https://openalex.org/W4393186092","https://openalex.org/W4393973448","https://openalex.org/W4394008661","https://openalex.org/W4401010695","https://openalex.org/W4402396378","https://openalex.org/W4402445852","https://openalex.org/W4403607904","https://openalex.org/W4409288914","https://openalex.org/W6739830646","https://openalex.org/W6865962736"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W4402326599","https://openalex.org/W1995350144","https://openalex.org/W2082102603","https://openalex.org/W2166141227"],"abstract_inverted_index":{"Autism":[0],"Spectrum":[1],"Disorder":[2],"(ASD)":[3],"significantly":[4],"af-fects":[5],"communication,":[6],"social":[7],"interactions,":[8],"and":[9,68,92],"behavior.":[10],"Early":[11],"diagnosis":[12],"in":[13,57,132],"children":[14],"is":[15,71],"critical":[16],"for":[17,32,129],"initiating":[18],"timely":[19],"interventions":[20],"to":[21,118],"improve":[22],"developmental":[23],"outcomes.":[24],"This":[25],"study":[26],"explores":[27],"a":[28,106,126],"deep":[29],"learning-based":[30],"method":[31],"ASD":[33,133],"detection":[34],"using":[35],"raw":[36],"audio":[37],"signals,":[38],"which":[39],"contain":[40],"subtle":[41],"speech":[42],"characteristics":[43],"indicative":[44],"of":[45,51,109],"ASD.":[46],"To":[47],"address":[48],"the":[49,86,97,112,119,122],"limitations":[50],"conventional":[52],"convolutional":[53],"neural":[54],"networks":[55],"(CNNs)":[56],"capturing":[58],"complex":[59],"auditory":[60],"features,":[61,76],"an":[62],"enhanced":[63],"CNN":[64],"architecture":[65],"with":[66,100],"sinc":[67],"Dirichlet":[69,78,98],"layers":[70,79],"proposed.":[72],"Sinc":[73],"extracts":[74],"frequency-specific":[75],"while":[77],"offer":[80],"fine-tuned":[81],"frequency":[82],"control.":[83],"Experiments":[84],"on":[85,111],"CASD-SC":[87],"dataset":[88],"across":[89],"Mel,":[90],"Bark,":[91],"ERB":[93],"scales":[94],"revealed":[95],"that":[96],"layer":[99],"N":[101],"-":[102],"Even":[103],"configuration":[104],"achieved":[105],"superior":[107],"accuracy":[108],"85.9%":[110],"Mel":[113],"scale.":[114],"With":[115],"performance":[116],"similar":[117],"SincNet":[120],"model,":[121],"DirichNet":[123],"model":[124],"introduces":[125],"new":[127],"approach":[128],"advancing":[130],"research":[131],"detection.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}