{"id":"https://openalex.org/W2134400710","doi":"https://doi.org/10.1109/icassp.2015.7178958","title":"Integrated pronunciation learning for automatic speech recognition using probabilistic lexical modeling","display_name":"Integrated pronunciation learning for automatic speech recognition using probabilistic lexical modeling","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W2134400710","doi":"https://doi.org/10.1109/icassp.2015.7178958","mag":"2134400710"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2015.7178958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/206813","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015798689","display_name":"Ramya Rasipuram","orcid":null},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ramya Rasipuram","raw_affiliation_strings":["Idiap Research Institute, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044443491","display_name":"Marzieh Razavi","orcid":"https://orcid.org/0000-0001-6332-9661"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marzieh Razavi","raw_affiliation_strings":["Idiap Research Institute, Switzerland","\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Switzerland","institution_ids":["https://openalex.org/I7495430"]},{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043551083","display_name":"Mathew Magimai.-Doss","orcid":"https://orcid.org/0000-0002-8714-1409"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mathew Magimai-Doss","raw_affiliation_strings":["Idiap Research Institute, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4111,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.582127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5176","last_page":"5180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998999834060669,"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":0.9998999834060669,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9991999864578247,"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":0.9983000159263611,"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/pronunciation","display_name":"Pronunciation","score":0.8916202783584595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8480835556983948},{"id":"https://openalex.org/keywords/grapheme","display_name":"Grapheme","score":0.7208979725837708},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.6767147779464722},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.615481972694397},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5893821716308594},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5512055158615112},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.545778214931488},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5425065755844116},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48081910610198975},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12031999230384827}],"concepts":[{"id":"https://openalex.org/C2780844864","wikidata":"https://www.wikidata.org/wiki/Q184377","display_name":"Pronunciation","level":2,"score":0.8916202783584595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8480835556983948},{"id":"https://openalex.org/C2776779415","wikidata":"https://www.wikidata.org/wiki/Q2545446","display_name":"Grapheme","level":3,"score":0.7208979725837708},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.6767147779464722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.615481972694397},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5893821716308594},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5512055158615112},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.545778214931488},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5425065755844116},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48081910610198975},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12031999230384827},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C30080830","wikidata":"https://www.wikidata.org/wiki/Q169917","display_name":"Graphene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2015.7178958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:206813","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/206813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:206813","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/206813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W129922353","https://openalex.org/W308849112","https://openalex.org/W392508306","https://openalex.org/W1510837697","https://openalex.org/W1526516369","https://openalex.org/W1618885279","https://openalex.org/W1633051326","https://openalex.org/W1643320849","https://openalex.org/W1826247894","https://openalex.org/W1949738355","https://openalex.org/W1995002252","https://openalex.org/W2045211645","https://openalex.org/W2090755665","https://openalex.org/W2097497389","https://openalex.org/W2103487404","https://openalex.org/W2122028591","https://openalex.org/W2137222873","https://openalex.org/W2150557579","https://openalex.org/W2153986034","https://openalex.org/W2161966221","https://openalex.org/W2164098806","https://openalex.org/W2168391696","https://openalex.org/W3150637114","https://openalex.org/W6613627483","https://openalex.org/W6636472884","https://openalex.org/W6638610830","https://openalex.org/W6661965813","https://openalex.org/W6682462026"],"related_works":["https://openalex.org/W2506515307","https://openalex.org/W2060656088","https://openalex.org/W2183593636","https://openalex.org/W2350724007","https://openalex.org/W2355751417","https://openalex.org/W2423284978","https://openalex.org/W2083922162","https://openalex.org/W4391124013","https://openalex.org/W2080578089","https://openalex.org/W2179005426"],"abstract_inverted_index":{"Standard":[0],"automatic":[1],"speech":[2],"recognition":[3],"(ASR)":[4],"systems":[5],"use":[6],"phoneme-based":[7],"pronunciation":[8,78],"lexicon":[9],"prepared":[10],"by":[11,128],"linguistic":[12],"experts.":[13],"When":[14],"the":[15,22,56,70,97,118],"hand":[16],"crafted":[17],"pronunciations":[18,36],"fail":[19],"to":[20,34],"cover":[21],"vocabulary":[23],"of":[24,72,101],"a":[25,28,42,64,81],"new":[26,38],"domain,":[27],"grapheme-to-phoneme":[29],"(G2P)":[30],"converter":[31],"is":[32,47,106,126],"used":[33],"extract":[35],"for":[37],"words":[39],"and":[40,87,91,115],"then":[41],"phoneme":[43],"based":[44,66],"ASR":[45,67,84,113,129],"system":[46,85,130],"trained.":[48],"G2P":[49,124],"converters":[50],"are":[51],"typically":[52],"trained":[53],"only":[54],"on":[55,108],"existing":[57],"lexicons.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"propose":[63],"grapheme":[65],"approach":[68,105,122],"in":[69,83],"framework":[71],"probabilistic":[73],"lexical":[74,92,110],"modeling":[75],"that":[76],"integrates":[77],"learning":[79],"as":[80],"stage":[82,121],"training,":[86],"exploits":[88],"both":[89],"acoustic":[90],"resources":[93],"(not":[94],"necessarily":[95],"from":[96],"domain":[98],"or":[99],"language":[100],"interest).":[102],"The":[103],"proposed":[104],"evaluated":[107],"four":[109],"resource":[111],"constrained":[112],"tasks":[114],"compared":[116],"with":[117],"conventional":[119],"two":[120],"where":[123],"training":[125],"followed":[127],"development.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}
