{"id":"https://openalex.org/W2013783148","doi":"https://doi.org/10.1109/iccsce.2011.6190572","title":"Malaysian English accents identification using LPC and formant analysis","display_name":"Malaysian English accents identification using LPC and formant analysis","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2013783148","doi":"https://doi.org/10.1109/iccsce.2011.6190572","mag":"2013783148"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce.2011.6190572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2011.6190572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Control System, Computing and Engineering","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/A5111472223","display_name":"M.A. Yusnita","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"M.A. Yusnita","raw_affiliation_strings":["Faculty of Electrical Engineering, Universiti Teknologi MARA Malaysia, Shah Alam, Malaysia","Faculty of Electrical Engineering, Universiti Teknologi MARA, Malaysia Shah Alam, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Universiti Teknologi MARA Malaysia, Shah Alam, Malaysia","institution_ids":["https://openalex.org/I82724352"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Universiti Teknologi MARA, Malaysia Shah Alam, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103143905","display_name":"M.P. Paulraj","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M.P. Paulraj","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109484446","display_name":"Sazali Yaacob","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sazali Yaacob","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shahriman Abu Bakar","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Shahriman Abu Bakar","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082499911","display_name":"A. Saidatul","orcid":"https://orcid.org/0000-0003-1255-6287"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"A. Saidatul","raw_affiliation_strings":["School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, Universiti Malaysia Perlis, Pauh, Malaysia","institution_ids":["https://openalex.org/I65079550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111472223"],"corresponding_institution_ids":["https://openalex.org/I82724352"],"apc_list":null,"apc_paid":null,"fwci":2.1924,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.88826747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"1","issue":null,"first_page":"472","last_page":"476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9958000183105469,"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":0.9958000183105469,"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/T10403","display_name":"Phonetics and Phonology Research","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11640","display_name":"Linguistic Variation and Morphology","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/3310","display_name":"Linguistics and Language"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/formant","display_name":"Formant","score":0.8167169094085693},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7546895742416382},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.739682674407959},{"id":"https://openalex.org/keywords/malay","display_name":"Malay","score":0.6029794812202454},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.4735623598098755},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.46764490008354187},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4535475969314575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44959557056427},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.44946011900901794},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4022882282733917},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2140273153781891}],"concepts":[{"id":"https://openalex.org/C158215666","wikidata":"https://www.wikidata.org/wiki/Q1414685","display_name":"Formant","level":3,"score":0.8167169094085693},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7546895742416382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.739682674407959},{"id":"https://openalex.org/C2776938241","wikidata":"https://www.wikidata.org/wiki/Q9237","display_name":"Malay","level":2,"score":0.6029794812202454},{"id":"https://openalex.org/C2776756274","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4735623598098755},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.46764490008354187},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4535475969314575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44959557056427},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.44946011900901794},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4022882282733917},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2140273153781891},{"id":"https://openalex.org/C2779581591","wikidata":"https://www.wikidata.org/wiki/Q36244","display_name":"Vowel","level":2,"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":[{"id":"doi:10.1109/iccsce.2011.6190572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2011.6190572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Control System, Computing and Engineering","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":24,"referenced_works":["https://openalex.org/W5524598","https://openalex.org/W143647774","https://openalex.org/W614822286","https://openalex.org/W1560013842","https://openalex.org/W1595289649","https://openalex.org/W1784682743","https://openalex.org/W1966264494","https://openalex.org/W1971072872","https://openalex.org/W2025480315","https://openalex.org/W2066086299","https://openalex.org/W2084859282","https://openalex.org/W2093438499","https://openalex.org/W2100279897","https://openalex.org/W2101231039","https://openalex.org/W2102893423","https://openalex.org/W2135427994","https://openalex.org/W2137354628","https://openalex.org/W2150722744","https://openalex.org/W2160564400","https://openalex.org/W2295754094","https://openalex.org/W2588117228","https://openalex.org/W2907162034","https://openalex.org/W6600211438","https://openalex.org/W6643393666"],"related_works":["https://openalex.org/W3079964180","https://openalex.org/W2046217390","https://openalex.org/W375642441","https://openalex.org/W4253184376","https://openalex.org/W3044024082","https://openalex.org/W2487295014","https://openalex.org/W3206187814","https://openalex.org/W2041804915","https://openalex.org/W2078051384","https://openalex.org/W4225315139"],"abstract_inverted_index":{"In":[0,103,131],"Malaysia,":[1],"most":[2,45,107],"people":[3],"speak":[4,34],"several":[5],"varieties":[6],"of":[7,21,24,82,111,115,138,186,189,207,213],"English":[8,12,42,55],"known":[9],"as":[10,179],"Malaysian":[11],"(MalE)":[13],"and":[14,126,157,216],"there":[15],"is":[16,28,58,141,170],"no":[17],"uniform":[18],"version":[19],"because":[20],"the":[22,83,106,132,135,150,154,165,184],"existence":[23],"multi-ethnic":[25],"population.":[26],"It":[27],"a":[29,35,53,59,139,173,202],"common":[30],"scenario":[31],"that":[32,94],"Malaysians":[33],"particular":[36],"local":[37],"Malay,":[38],"Chinese":[39],"or":[40],"Indian":[41],"accent.":[43],"As":[44],"commercial":[46],"speech":[47,70,89,109,166,176],"recognizers":[48],"have":[49],"been":[50,195],"developed":[51,178],"using":[52,120,143],"standard":[54],"language,":[56],"it":[57],"challenging":[60],"task":[61],"for":[62],"achieving":[63],"highly":[64,203],"efficient":[65],"performance":[66,99],"when":[67],"other":[68],"accented":[69],"are":[71,118,160],"presented":[72],"to":[73,162,182],"this":[74,104],"system.":[75],"Accent":[76],"identification":[77],"(AccID)":[78],"can":[79,100],"be":[80,101],"one":[81],"subsystem":[84],"in":[85,97],"speaker":[86,140],"independent":[87],"automatic":[88,187],"recognition":[90,205],"(SI-ASR)":[91],"system":[92],"so":[93],"deterioration":[95],"issue":[96],"its":[98],"tackled.":[102],"paper,":[105],"important":[108],"features":[110],"three":[112],"ethnic":[113],"groups":[114],"MalE":[116,190],"speakers":[117,191],"extracted":[119,151],"Linear":[121],"Predictive":[122],"Coding":[123],"(LPC),":[124],"formant":[125],"log":[127,217],"energy":[128],"feature":[129,210],"vectors.":[130],"subsequent":[133],"stage,":[134],"accent":[136],"identity":[137],"predicted":[142],"K-Nearest":[144],"Neighbors":[145],"(KNN)":[146],"classifier":[147],"based":[148],"on":[149,172],"information.":[152],"Prior,":[153],"preprocessing":[155],"parameters":[156],"LPC":[158],"order":[159],"investigated":[161],"properly":[163],"extract":[164],"features.":[167],"This":[168],"study":[169,181],"conducted":[171],"small":[174],"set":[175],"corpus":[177],"pilot":[180],"determine":[183],"feasibility":[185],"AccID":[188],"which":[192],"has":[193],"never":[194],"reported":[196],"before.":[197],"The":[198],"experimental":[199],"results":[200],"indicate":[201],"promising":[204],"accuracy":[206],"94.2%":[208],"upon":[209],"fusion":[211],"sets":[212],"LPC,":[214],"formants":[215],"energy.":[218]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
