{"id":"https://openalex.org/W171323179","doi":"https://doi.org/10.21437/interspeech.2006-136","title":"Improved language identification using support vector machines for language modeling","display_name":"Improved language identification using support vector machines for language modeling","publication_year":2006,"publication_date":"2006-09-17","ids":{"openalex":"https://openalex.org/W171323179","doi":"https://doi.org/10.21437/interspeech.2006-136","mag":"171323179"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2006-136","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2006-136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2006","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/A5100613753","display_name":"Xi Yang","orcid":"https://orcid.org/0000-0002-6828-7744"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xi Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071977732","display_name":"Lu-Feng Zhai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu-Feng Zhai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067041166","display_name":"Man-Hung Siu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manhung Siu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065713279","display_name":"H. Gish","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herbert Gish","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9325,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79404054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"paper 1450","last_page":"Mon2CaP.5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.6545000076293945,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.6545000076293945,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.5764999985694885,"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/computer-science","display_name":"Computer science","score":0.776250958442688},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6526868939399719},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6487317085266113},{"id":"https://openalex.org/keywords/language-identification","display_name":"Language identification","score":0.6379085779190063},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5840031504631042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5603757500648499},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4402523338794708},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.39002496004104614}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.776250958442688},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6526868939399719},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6487317085266113},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.6379085779190063},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5840031504631042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5603757500648499},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4402523338794708},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.39002496004104614},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2006-136","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2006-136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2006","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-37773","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-37773","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W226586525","https://openalex.org/W2924380321","https://openalex.org/W1998541766","https://openalex.org/W2064542902","https://openalex.org/W2262900283","https://openalex.org/W1985349217","https://openalex.org/W2362145681","https://openalex.org/W2098508228","https://openalex.org/W2532974797","https://openalex.org/W2913520953"],"abstract_inverted_index":{"Automatic":[0],"language":[1,11],"identification":[2],"(LID)":[3],"decisions":[4],"are":[5],"made":[6],"based":[7],"on":[8,41,67,131],"scores":[9,102],"of":[10,31,56,129],"models":[12],"(LM).":[13],"In":[14,59,94],"our":[15,108,122],"previous":[16],"paper":[17],"[1],":[18],"we":[19,62,84],"have":[20],"shown":[21],"that":[22,86],"replacing":[23],"n-gram":[24,92,147],"LMs":[25],"with":[26,100],"SVMs":[27],"significantly":[28],"improved":[29],"performance":[30],"both":[32],"the":[33,42,46,53,57,64,68,74,111,116,145],"PPRLM":[34],"and":[35,77,119],"GMM-tokenization-based":[36],"LID":[37,123],"systems":[38],"when":[39],"tested":[40],"OGI-TS":[43,112],"corpus.":[44,113],"However,":[45],"relatively":[47],"small":[48],"corpus":[49,71],"size":[50],"may":[51],"limit":[52],"general":[54],"applicability":[55],"findings.":[58],"this":[60],"paper,":[61],"extend":[63],"SVM-based":[65,117],"approach":[66],"larger":[69],"CallFriend":[70,104],"evaluated":[72],"using":[73],"NIST":[75,132],"1996":[76],"2003":[78,133],"evaluation":[79,134],"sets.":[80],"With":[81],"more":[82,138],"data,":[83],"found":[85],"SVM":[87,101],"is":[88,98,137],"still":[89],"better":[90,143],"than":[91,139,144],"models.":[93],"addition,":[95],"back-end":[96],"processing":[97],"useful":[99],"in":[103,110],"which":[105,136],"differs":[106],"from":[107],"observation":[109],"By":[114],"combining":[115],"GMM":[118],"phonotactic":[120],"systems,":[121],"system":[124],"attains":[125],"an":[126],"ID":[127],"error":[128],"12.1%":[130],"set":[135],"4%":[140],"(25%":[141],"relatively)":[142],"baseline":[146],"system.":[148]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
