{"id":"https://openalex.org/W1997857814","doi":"https://doi.org/10.1109/aiccsa.2014.7073250","title":"Detection and classification of voice pathology using feature selection","display_name":"Detection and classification of voice pathology using feature selection","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W1997857814","doi":"https://doi.org/10.1109/aiccsa.2014.7073250","mag":"1997857814"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2014.7073250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5036139487","display_name":"Malak Al Mojaly","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"funder","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Malak Al Mojaly","raw_affiliation_strings":["Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia."],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia.","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080711681","display_name":"Ghulam Muhammad","orcid":"https://orcid.org/0000-0002-9781-3969"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"funder","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ghulam Muhammad","raw_affiliation_strings":["Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia."],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia.","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060389647","display_name":"Mansour Alsulaiman","orcid":"https://orcid.org/0000-0003-2866-184X"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"funder","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mansour Alsulaiman","raw_affiliation_strings":["Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia."],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia.","institution_ids":["https://openalex.org/I28022161"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.287,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":11,"citation_normalized_percentile":{"value":0.693248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":87},"biblio":{"volume":null,"issue":null,"first_page":"571","last_page":"577"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9981,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9981,"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/T11309","display_name":"Music and Audio Processing","score":0.9963,"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/T10860","display_name":"Speech and Audio Processing","score":0.9947,"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/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.8309947},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6707399},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4738969}],"concepts":[{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.8309947},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.77944255},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.75548816},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6707399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6417607},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.63411725},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6210488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.61898714},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.59749573},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.56350935},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.5244225},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4738969},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21243685},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13096556},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2014.7073250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.74}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":34,"referenced_works":["https://openalex.org/W102958777","https://openalex.org/W114855041","https://openalex.org/W1497256448","https://openalex.org/W1637570796","https://openalex.org/W1971116428","https://openalex.org/W1972057080","https://openalex.org/W1985325151","https://openalex.org/W1999749725","https://openalex.org/W2000486922","https://openalex.org/W2012693810","https://openalex.org/W2014915963","https://openalex.org/W2019858047","https://openalex.org/W2026069639","https://openalex.org/W2048673468","https://openalex.org/W2055775654","https://openalex.org/W2067857293","https://openalex.org/W2079240096","https://openalex.org/W2093862051","https://openalex.org/W2095781983","https://openalex.org/W2100643000","https://openalex.org/W2121771908","https://openalex.org/W2125152551","https://openalex.org/W2139252078","https://openalex.org/W2143903753","https://openalex.org/W2153635508","https://openalex.org/W2162109146","https://openalex.org/W2225312104","https://openalex.org/W2334583484","https://openalex.org/W2460403819","https://openalex.org/W2568428461","https://openalex.org/W2594846030","https://openalex.org/W4205267278","https://openalex.org/W4301173492","https://openalex.org/W779828266"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W4205463238","https://openalex.org/W3103844505","https://openalex.org/W2990982991","https://openalex.org/W259157601","https://openalex.org/W2510961579","https://openalex.org/W2370972896","https://openalex.org/W2153315159","https://openalex.org/W2146591867","https://openalex.org/W2048014685"],"abstract_inverted_index":{"The":[0,103,132],"aim":[1],"of":[2,17,28,40,73,135,142,148,157,161],"this":[3],"study":[4],"is":[5,101,144],"to":[6,13,24],"apply":[7],"automatic":[8],"speech":[9],"recognition":[10],"(ASR)":[11],"mechanism":[12],"improve":[14],"the":[15,21,26,29,114],"amount":[16],"information":[18],"extracted":[19],"from":[20,76],"voice":[22],"and":[23,62,129,150],"increase":[25],"accuracy":[27,134],"system":[30],"by":[31,79],"using":[32,80],"selective":[33],"highly":[34],"discriminative":[35],"features":[36],"among":[37],"different":[38],"types":[39],"acoustic":[41],"features.":[42],"For":[43],"feature":[44],"extraction,":[45],"we":[46],"applied":[47],"three":[48],"techniques":[49],"which":[50],"are":[51],"Mel":[52],"Frequency":[53],"Cepstral":[54,59],"Coefficient":[55],"(MFCC),":[56],"Linear":[57,67],"Prediction":[58],"Coefficients":[60],"(LPCC),":[61],"RelAtive":[63],"SpecTrA":[64],"-":[65],"Perceptual":[66],"Predictive":[68],"(RASTA-PLP)":[69],"with":[70,121,138,153],"a":[71,107,139,154],"number":[72],"selected":[74,108],"coefficients":[75],"each":[77],"technique":[78],"t-test,":[81],"Kruskal-Wallis":[82],"test,":[83],"or":[84,96],"genetic":[85],"algorithm":[86],"(GA).":[87],"Then":[88],"for":[89],"classification,":[90],"either":[91],"support":[92],"vector":[93],"machine":[94],"(SVM)":[95],"Gaussian":[97],"Mixture":[98],"Model":[99],"(GMM)":[100],"used.":[102],"experimental":[104],"results":[105],"on":[106],"MEEI":[109],"subset":[110],"database":[111],"show":[112],"that":[113],"proposed":[115],"method":[116],"gives":[117],"high":[118],"accuracies":[119],"compared":[120],"some":[122],"recent":[123],"related":[124],"methods":[125],"both":[126],"in":[127,146,159],"detection":[128],"classification":[130],"tasks.":[131],"highest":[133],"99.9875":[136],"%":[137,152],"standard":[140,155],"deviation":[141,156],"0.0263":[143],"achieved":[145],"case":[147,160],"detection,":[149],"99.8578":[151],"0.1657":[158],"multi-class":[162],"pathology":[163],"classification.":[164]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1997857814","counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-04-16T03:47:46.702535","created_date":"2016-06-24"}