{"id":"https://openalex.org/W3160545708","doi":"https://doi.org/10.1109/icassp39728.2021.9414860","title":"An Attention Model for Hypernasality Prediction in Children with Cleft Palate","display_name":"An Attention Model for Hypernasality Prediction in Children with Cleft Palate","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3160545708","doi":"https://doi.org/10.1109/icassp39728.2021.9414860","mag":"3160545708"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9414860","doi":"https://doi.org/10.1109/icassp39728.2021.9414860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414860","pdf_url":null,"source":{"id":"https://openalex.org/S4363607879","display_name":"IEEE International Conference on Acoustics Speech and Signal Processing","issn_l":"1520-6149","issn":["1520-6149","2379-190X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5110712427","display_name":"Vikram C. Mathad","orcid":"https://orcid.org/0000-0001-5509-8955","observed_orcids":["https://orcid.org/0000-0001-5509-8955"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikram C. Mathad","raw_affiliation_strings":["Arizona State University,College of Health Solutions,Tempe,AZ,USA","College of Health Solutions, Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University,College of Health Solutions,Tempe,AZ,USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"College of Health Solutions, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022887197","display_name":"Nancy J. Scherer","orcid":"https://orcid.org/0000-0001-5175-0192","observed_orcids":["https://orcid.org/0000-0001-5175-0192"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nancy Scherer","raw_affiliation_strings":["Arizona State University,College of Health Solutions,Tempe,AZ,USA","College of Health Solutions, Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University,College of Health Solutions,Tempe,AZ,USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"College of Health Solutions, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kathy Chapman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathy Chapman","raw_affiliation_strings":["University of Utah,USA,Salt Lake City,UT,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Utah,USA,Salt Lake City,UT,USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056934840","display_name":"Julie Liss","orcid":"https://orcid.org/0000-0001-8782-2901","observed_orcids":["https://orcid.org/0000-0001-8782-2901"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julie Liss","raw_affiliation_strings":["Arizona State University,College of Health Solutions,Tempe,AZ,USA","College of Health Solutions, Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University,College of Health Solutions,Tempe,AZ,USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"College of Health Solutions, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021646973","display_name":"Visar Berisha","orcid":"https://orcid.org/0000-0001-8804-8874","observed_orcids":["https://orcid.org/0000-0001-8804-8874"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Visar Berisha","raw_affiliation_strings":["Arizona State University,College of Health Solutions,Tempe,AZ,USA","College of Health Solutions, Arizona State University, Tempe, AZ, USA","School of Electrical, Computer, & Energy Engineering, Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University,College of Health Solutions,Tempe,AZ,USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"College of Health Solutions, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"School of Electrical, Computer, & Energy Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1682,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94148936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"7248","last_page":"7252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11374","display_name":"Cleft Lip and Palate Research","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11374","display_name":"Cleft Lip and Palate Research","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.016499999910593033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10863","display_name":"Voice and Speech Disorders","score":0.003100000089034438,"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/hypernasality","display_name":"hypernasality","score":0.9049999713897705},{"id":"https://openalex.org/keywords/cleft-palate","display_name":"cleft palate","score":0.9919999837875366},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.7559999823570251},{"id":"https://openalex.org/keywords/bidirectional-lstm","display_name":"bidirectional LSTM","score":0.9810000061988831},{"id":"https://openalex.org/keywords/nasal-resonance","display_name":"nasal resonance","score":0.6809999942779541},{"id":"https://openalex.org/keywords/connected-speech","display_name":"connected speech","score":0.6769999861717224},{"id":"https://openalex.org/keywords/clinical-rating","display_name":"clinical rating","score":0.3930000066757202},{"id":"https://openalex.org/keywords/speech-perception","display_name":"speech perception","score":0.4819999933242798},{"id":"https://openalex.org/keywords/attention-weights","display_name":"attention weights","score":0.5519999861717224},{"id":"https://openalex.org/keywords/phonetic-categories","display_name":"phonetic categories","score":0.7429999709129333},{"id":"https://openalex.org/keywords/children","display_name":"children","score":0.4339999854564667}],"concepts":[{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.8369936943054199},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6625485420227051},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6225182414054871},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5668431520462036},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5463966131210327},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.5257583260536194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5020341873168945},{"id":"https://openalex.org/C99209842","wikidata":"https://www.wikidata.org/wiki/Q643696","display_name":"Speech perception","level":3,"score":0.41880345344543457},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3843216598033905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20734915137290955},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16543766856193542},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp39728.2021.9414860","doi":"https://doi.org/10.1109/icassp39728.2021.9414860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414860","pdf_url":null,"source":{"id":"https://openalex.org/S4363607879","display_name":"IEEE International Conference on Acoustics Speech and Signal Processing","issn_l":"1520-6149","issn":["1520-6149","2379-190X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/4","score":0.8199999928474426,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1973999412","https://openalex.org/W2043665083","https://openalex.org/W2115560088","https://openalex.org/W2128144746","https://openalex.org/W2174736112","https://openalex.org/W2516532117","https://openalex.org/W2588491049","https://openalex.org/W2625297138","https://openalex.org/W2747874407","https://openalex.org/W2888807234","https://openalex.org/W2938850633","https://openalex.org/W2945176360","https://openalex.org/W2945331428","https://openalex.org/W3047775423","https://openalex.org/W3047941363","https://openalex.org/W3088325611","https://openalex.org/W3135041399","https://openalex.org/W4251756105","https://openalex.org/W4252739345"],"related_works":["https://openalex.org/W4296068592","https://openalex.org/W20102864","https://openalex.org/W2945176360","https://openalex.org/W1578695120","https://openalex.org/W2538997842","https://openalex.org/W3088325611","https://openalex.org/W1511417655","https://openalex.org/W1999236832","https://openalex.org/W4400879334","https://openalex.org/W2974813003"],"abstract_inverted_index":{"Hypernasality":[0],"refers":[1],"to":[2,43,66,138],"the":[3,27,44,63,85,103,113,123,128,131],"perception":[4,45],"of":[5,15,34,46,91,99],"abnormal":[6],"nasal":[7],"resonances":[8],"in":[9,122],"vowels":[10],"and":[11,30,96,110,133,147,155],"voiced":[12],"consonants.":[13],"Estimation":[14],"hypernasality":[16],"severity":[17],"from":[18],"connected":[19],"speech":[20,39,74,89,124],"samples":[21,90],"involves":[22],"learning":[23],"a":[24],"mapping":[25],"between":[26,130],"frame-level":[28,64],"features":[29,65],"utterance-level":[31,67],"clinical":[32,97],"ratings":[33,68,98],"hypernasality.":[35,47,100],"However,":[36],"not":[37],"all":[38],"frames":[40,75],"contribute":[41],"equally":[42],"In":[48],"this":[49],"work,":[50],"we":[51],"propose":[52],"an":[53],"attention-based":[54],"bidirectional":[55],"long-short":[56],"memory":[57],"(BLSTM)":[58],"model":[59,114],"that":[60,112],"directly":[61],"maps":[62],"by":[69],"focusing":[70],"only":[71],"on":[72,84],"specific":[73],"carrying":[76],"hyper-nasal":[77],"cues.":[78],"The":[79],"models":[80],"performance":[81],"is":[82,120,136],"evaluated":[83],"Americleft":[86],"database":[87],"containing":[88],"children":[92],"with":[93,118],"cleft":[94],"palate":[95],"We":[101],"analyzed":[102],"attention":[104],"weights":[105],"over":[106],"broad":[107],"phonetic":[108],"categories":[109],"found":[111,137],"yields":[115],"results":[116],"consistent":[117],"what":[119],"known":[121],"science":[125],"literature.":[126],"Further,":[127],"correlation":[129],"predicted":[132],"perceptual":[134],"rating":[135],"be":[139],"significant":[140],"(r":[141],"=":[142],"0.684,":[143],"p":[144],"<":[145],"0.001)":[146],"better":[148],"than":[149],"conventional":[150],"BLSTMs":[151],"trained":[152],"using":[153],"frame-wise":[154],"last-frame":[156],"approaches.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-05-24T00:00:00"}
