{"id":"https://openalex.org/W4281552971","doi":"https://doi.org/10.3233/shti220500","title":"Support-Vector Machine-Based Classifier of Cross-Correlated Phoneme Segments for Speech Sound Disorder Screening","display_name":"Support-Vector Machine-Based Classifier of Cross-Correlated Phoneme Segments for Speech Sound Disorder Screening","publication_year":2022,"publication_date":"2022-05-25","ids":{"openalex":"https://openalex.org/W4281552971","doi":"https://doi.org/10.3233/shti220500","pmid":"https://pubmed.ncbi.nlm.nih.gov/35612121"},"language":"en","primary_location":{"id":"doi:10.3233/shti220500","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220500","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220500","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220500","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011793812","display_name":"Emilian-Erman Mahmut","orcid":null},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Emilian-Erman Mahmut","raw_affiliation_strings":["Department of Automation and Applied Informatics, Politehnica University Timisoara, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation and Applied Informatics, Politehnica University Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072779476","display_name":"Stelian Nicola","orcid":"https://orcid.org/0009-0002-4878-6746"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Stelian Nicola","raw_affiliation_strings":["Department of Automation and Applied Informatics, Politehnica University Timisoara, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation and Applied Informatics, Politehnica University Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074982157","display_name":"Vasile Stoicu-Tivadar","orcid":"https://orcid.org/0000-0002-7212-5641"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Vasile Stoicu-Tivadar","raw_affiliation_strings":["Department of Automation and Applied Informatics, Politehnica University Timisoara, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation and Applied Informatics, Politehnica University Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8045,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66857738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"294","issue":null,"first_page":"455","last_page":"459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9919999837875366,"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/T10860","display_name":"Speech and Audio Processing","score":0.9919999837875366,"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/T10863","display_name":"Voice and Speech Disorders","score":0.9914000034332275,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7818527221679688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676751971244812},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.6586465239524841},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5749099254608154},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5682070851325989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4657493531703949},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4367569386959076},{"id":"https://openalex.org/keywords/speech-sound","display_name":"Speech sound","score":0.41486459970474243},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34386852383613586},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3309260606765747},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07931408286094666}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7818527221679688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676751971244812},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.6586465239524841},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5749099254608154},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5682070851325989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4657493531703949},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4367569386959076},{"id":"https://openalex.org/C3018392663","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Speech sound","level":2,"score":0.41486459970474243},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34386852383613586},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3309260606765747},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07931408286094666},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007805","descriptor_name":"Language Development Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007805","descriptor_name":"Language Development Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007805","descriptor_name":"Language Development Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066229","descriptor_name":"Speech Sound Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D066229","descriptor_name":"Speech Sound Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D066229","descriptor_name":"Speech Sound Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220500","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220500","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220500","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:35612121","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35612121","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti220500","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220500","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220500","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281552971.pdf","grobid_xml":"https://content.openalex.org/works/W4281552971.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2146236515","https://openalex.org/W2313649912","https://openalex.org/W2553292466","https://openalex.org/W2888515218","https://openalex.org/W2989852193","https://openalex.org/W3089460656","https://openalex.org/W3120634912","https://openalex.org/W3211130256","https://openalex.org/W4249025349"],"related_works":["https://openalex.org/W2509147714","https://openalex.org/W2579473328","https://openalex.org/W46955353","https://openalex.org/W2090763504","https://openalex.org/W4239898203","https://openalex.org/W2955295882","https://openalex.org/W2603666417","https://openalex.org/W2145869671","https://openalex.org/W2563217655","https://openalex.org/W2357816140"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,70],"Support-Vector":[4],"Machine":[5],"(SVM)":[6],"based":[7],"method":[8],"of":[9,11,17,20,32,67,72,79,86,111,121],"classification":[10,60],"cross-correlated":[12],"phoneme":[13,41],"segments":[14],"as":[15],"part":[16],"the":[18,33,39,46,58,76,84,98,102,108],"development":[19],"an":[21,65,80,115],"automated":[22,116],"Speech":[23,87],"Sound":[24,88],"Disorder":[25],"(SSD)":[26],"Screening":[27],"tool.":[28],"The":[29],"pre-processing":[30],"stage":[31],"algorithm":[34],"uses":[35],"cross-correlation":[36],"to":[37,124],"segment":[38],"target":[40],"and":[42,107],"extracts":[43],"data":[44,53],"from":[45],"new":[47,103],"homogeneously":[48],"trimmed":[49],"audio":[50],"samples.":[51],"Such":[52],"is":[54],"then":[55],"fed":[56],"into":[57],"SVM-based":[59],"script":[61],"which":[62],"currently":[63],"achieves":[64],"accuracy":[66],"97.5%":[68],"on":[69],"dataset":[71],"132":[73],"rows.":[74],"Given":[75],"global":[77],"context":[78],"increasing":[81],"trend":[82],"in":[83],"incidence":[85],"Disorders":[89],"(SSDs)":[90],"amongst":[91],"early-school":[92],"aged":[93],"children":[94],"(5-6":[95],"years":[96],"old),":[97],"constraints":[99],"imposed":[100],"by":[101],"Corona":[104],"virus":[105],"pandemic,":[106],"(consequent)":[109],"shortage":[110],"professionally":[112],"trained":[113],"specialists,":[114],"screening":[117],"tool":[118],"would":[119],"be":[120],"much":[122],"assistance":[123],"Speech-Language":[125],"Pathologists":[126],"(SLPs).":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}