{"id":"https://openalex.org/W2799715431","doi":"https://doi.org/10.1109/icassp.2018.8462514","title":"Verbal Protest Recognition in Children with Autism","display_name":"Verbal Protest Recognition in Children with Autism","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2799715431","doi":"https://doi.org/10.1109/icassp.2018.8462514","mag":"2799715431"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2018.8462514","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8462514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 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/A5014125577","display_name":"Jonah Casebeer","orcid":"https://orcid.org/0000-0002-8741-9773"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonah Casebeer","raw_affiliation_strings":["IBM Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037285485","display_name":"Hillol Sarker","orcid":"https://orcid.org/0009-0007-5394-8777"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hillol Sarker","raw_affiliation_strings":["IBM Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081460348","display_name":"Murtaza Dhuliawala","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murtaza Dhuliawala","raw_affiliation_strings":["IBM Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018625867","display_name":"Nicholas Fay","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicholas Fay","raw_affiliation_strings":["IBM Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052211274","display_name":"Mary Pietrowicz","orcid":"https://orcid.org/0000-0001-5944-0543"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mary Pietrowicz","raw_affiliation_strings":["IBM Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060076409","display_name":"Amar K. Das","orcid":"https://orcid.org/0000-0003-3556-0844"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amar Das","raw_affiliation_strings":["IBM Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1663,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.42195138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13289","display_name":"Infant Health and Development","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/autism","display_name":"Autism","score":0.7913199663162231},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.7497999668121338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5590211153030396},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5321447253227234},{"id":"https://openalex.org/keywords/crying","display_name":"Crying","score":0.5280507206916809},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5210654139518738},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4353964924812317},{"id":"https://openalex.org/keywords/freak","display_name":"FREAK","score":0.4133136570453644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3616024851799011},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.26794469356536865}],"concepts":[{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.7913199663162231},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7497999668121338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5590211153030396},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5321447253227234},{"id":"https://openalex.org/C2778013503","wikidata":"https://www.wikidata.org/wiki/Q152247","display_name":"Crying","level":2,"score":0.5280507206916809},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5210654139518738},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4353964924812317},{"id":"https://openalex.org/C2776717989","wikidata":"https://www.wikidata.org/wiki/Q19410276","display_name":"FREAK","level":2,"score":0.4133136570453644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3616024851799011},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.26794469356536865},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2018.8462514","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8462514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2038484192","https://openalex.org/W2157297238","https://openalex.org/W2282821441","https://openalex.org/W2342547278","https://openalex.org/W2398313355","https://openalex.org/W2404132239","https://openalex.org/W2476646335","https://openalex.org/W2509065397","https://openalex.org/W2593116425","https://openalex.org/W3098357269","https://openalex.org/W3121328487","https://openalex.org/W3141819983","https://openalex.org/W6712785922","https://openalex.org/W6713526673","https://openalex.org/W6734260513"],"related_works":["https://openalex.org/W2763857245","https://openalex.org/W2058533044","https://openalex.org/W2588917404","https://openalex.org/W2761581696","https://openalex.org/W2763975335","https://openalex.org/W1539138098","https://openalex.org/W2179947151","https://openalex.org/W4235482302","https://openalex.org/W2414960831","https://openalex.org/W1901139056"],"abstract_inverted_index":{"Real-time":[0],"detection":[1,48],"of":[2,20,27,119,125],"verbal":[3,28,65],"protest":[4,29,66],"(sensory":[5],"overload-induced":[6],"crying)":[7],"in":[8,37,45,49],"children":[9,72],"with":[10,24,73,88,109],"autism":[11,34,74],"is":[12,30,82],"a":[13,83,110],"first":[14,79],"step":[15],"towards":[16],"understanding":[17],"the":[18,123],"precursors":[19],"challenging":[21],"behaviors":[22],"associated":[23],"autism.":[25],"Detection":[26],"useful":[31],"for":[32,64,71],"both":[33],"researchers":[35,43],"interested":[36,44],"exploring":[38],"just-in-time":[39],"intervention":[40],"techniques":[41,63],"and":[42,59,68,117,127],"audio":[46],"event":[47],"routine":[50],"living":[51],"environments.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56],"examine,":[57],"adapt,":[58],"improve":[60],"upon":[61],"two":[62],"recognition":[67],"tailor":[69],"them":[70],"spectrum":[75],"disorder":[76],"(ASD).":[77],"The":[78,90],"technique":[80,92],"investigated":[81],"Gaussian":[84],"Mixture":[85],"Model":[86],"(GMM)":[87],"stacking.":[89],"second":[91],"uses":[93],"Convolutional":[94],"Neural":[95],"Networks":[96],"(CNN)":[97],"trained":[98],"on":[99,112],"log":[100],"Mel-filter":[101],"banks":[102],"(LMFB).":[103],"We":[104],"proceed":[105],"to":[106],"examine":[107],"accuracy":[108],"focus":[111],"real-world":[113],"false":[114],"positive":[115],"rates":[116],"minimization":[118],"dataset":[120],"biases":[121],"through":[122],"introduction":[124],"noise":[126],"input":[128],"perturbation.":[129]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}