{“id”:“https://openalex.org/W3154932257“,”doi“:”https://doi.org/10.109/taslp.2021.3066274“,”title“:“从外部纯文本数据将知识集成到端到端语音识别中”,”display_name“:”从外部纯文字数据将知识融入端到端的语音识别中“,”publication_year“:2021,”publitation_date“:”2021-01-01“,”ids“:{”openalex“:”https://openalex.org/W3154932257“,”doi“:”https://doi.org/10.109/taslp.2021.3066274“,”mag“:”3154932257“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/taslp.2021.3066274“,”pdf_url“:null,”source“:{”id“:”https://openalex.org/S4210169297“,”display_name“:”音频、语音和语言处理的IEEE/ACM事务“,”issn_l“:”2329-9290“,”isn“:[”2329-92“,”2329-9304“],”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:nully,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“],‘open_access’:{”is_oa“:true,”“oa_status”:“green”,“oa_url”:“”https://arxiv.org/pdf/1912.01777“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5012439063“,”display_name“:”叶白“,”兽人“:”https://orcid.org/0000-0003-0691-9707},“机构”:[{“id”:https://openalex.org/I4210165038“,”display_name“:”中科院大学“,”ror“:”https://ror.org/05qbk4x57“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I19820366","https://openalex.org/I4210165038“]],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”叶白“,”raw_affiation_strings“:[”中国科学院大学,中国北京“],”附属机构“:[{”raw_affiation_string“:”中国科学院大学,中国北京“,”机构_ids“:[”https://openalex.org/I4210165038“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5078525423“,”display_name“:”姜堰易“,”兽人“:”https://orcid.org/0000-0003-2422-4618},“机构”:[{“id”:https://openalex.org/I4210112150“,”display_name“:”自动化研究所“,”ror“:”https://ror.org/022c3hy66“,”“country_code”“:”CN“,”type“:”facility“,”lineage“:[”https://openalex.org/I19820366","https://openalex.org/I4210112150“]},{”id“:”https://openalex.org/I19820366“,”display_name“:”中国科学院“,”ror“:”https://ror.org/034t30j35“,”country_code“:”CN“,”type“:”government“,”沿袭“:[”https://openalex.org/I19820366“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Jiangyan Yi“,”raw _affiliation_strings“:【”中国科学院自动化研究所NLPR,中国北京“】,”affiliations“:[{”raw _affiliation_string“:”中国科学学院自动化研究所,中国北京”,“institution_ids”:【”https://openalex.org/I4210112150","https://openalex.org/I19820366“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5071074705“,”display_name“:”Jianhua Tao“,”orcid“:”https://orcid.org/0000-0001-9116-2635},“机构”:[{“id”:https://openalex.org/I4210112150“,”display_name“:”自动化研究所“,”ror“:”https://ror.org/022c3hy66“,”“country_code”“:”CN“,”type“:”facility“,”lineage“:[”https://openalex.org/I19820366","https://openalex.org/I4210112150“]},{”id“:”https://openalex.org/I19820366“,”display_name“:”中国科学院“,”ror“:”https://ror.org/034t30j35“,”country_code“:”CN“,”type“:“政府”,”世系“:[”https://openalex.org/I19820366“]},{”id“:”https://openalex.org/I4210097554“,”display_name“:”脑科学与智能技术卓越中心“,”ror“:”https://ror.org/00vpwhm04“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I19820366","https://openalex.org/I4210097554“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”陶建华“,”raw _ afiliation_strings“:[中国科学院脑科学与智能技术卓越中心,北京“,”NLPR,中国科学院自动化研究所,北京“],“affiliations”:[{“raw_affiliation_string”:“NLPR,中国科学院自动化研究所,中国北京”,“institution_ids”:[“https://openalex.org/I4210112150","https://openalex.org/I19820366“]},{”raw_affiliation_string“:”中国科学院脑科学与智能技术卓越中心,中国北京“,”institution_ids“:[”https://openalex.org/I4210097554“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5015229685“,”display_name“:”正气文“,”兽人“:”https://orcid.org/0000-0001-7764-6510},“机构”:[{“id”:https://openalex.org/I4210112150“,”display_name“:”自动化研究所“,”ror“:”https://ror.org/022c3hy66“,”“country_code”“:”CN“,”type“:”facility“,”lineage“:[”https://openalex.org/I19820366","https://openalex.org/I4210112150“]},{”id“:”https://openalex.org/I19820366“,”display_name“:”中国科学院“,”ror“:”https://ror.org/034t30j35“,”country_code“:”CN“,”type“:“政府”,”世系“:[”https://openalex.org/I19820366“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”郑启文“,”raw _ afiliation_strings“:[“中国科学院自动化研究所NLPR,北京”],“affiliations”:[{“raw_affiliation_strong”:“中国科学学院自动化研究所,北京”,“institution_ids”:[”https://openalex.org/I4210112150","https://openalex.org/I19820366“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5061191464“,”display_name“:”郑坤田“,”兽人“:”https://orcid.org/0000-0001-5569-2591},“机构”:[{“id”:https://openalex.org/I4210165038“,”display_name“:”中科院大学“,”ror“:”https://ror.org/05qbk4x57“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I19820366","https://openalex.org/I4210165038“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Zhengkun Tian“,”raw _ afiliation_strings“:【”中国科学院北京大学“】,”affiliations“:[{”raw_ afiliation _string“:”中国科学学院北京大学“,”institution_ids“:[“https://openalex.org/I4210165038“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5007322337“,”display_name“:”帅章“,”兽人“:”https://orcid.org/0000-0002-3119-1992},“机构”:[{“id”:https://openalex.org/I4210165038“,”display_name“:”中科院大学“,”ror“:”https://ror.org/05qbk4x57“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I19820366","https://openalex.org/I4210165038“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Shuai Zhang“,”rau_affiliation_strings“:[“中国科学院北京大学”],”affiliations“:[{”raw_affiliation_string“:”中科院北京大学“,”institution_ids“:[https://openalex.org/I4210165038“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:4,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]、“apc_list”:null,”apc_payed“:null、”has_fulltext“:false、”cited_by_count“:”1340“,”last_page“:”1351“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10201“,”display_name“:”语音识别技术“,”score“:0.9999,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10201“,”display_name“:”语音识别技术“,”score“:0.9999,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10181“,”display_name“:”统计机器翻译和自然语言处理“,”score“:0.9994,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10028“,”display_name“:”自然语言处理“,”score“:0.9981,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/end-to-end-speech-recognition(https://openalex.org/关键词/端到端语音识别)“,”display_name“:”端到端语音识别“,”score“:0.598614},{”id“:”https://openalex.org/keywords/language-modeling“,”display_name“:”语言建模“,”score“:0.530654},{”id“:”https://openalex.org/keywords/aoustic-modeling“,”display_name“:”声学建模“,”score“:0.528608},{”id“:”https://openalex.org/keywords/automatic-speech-re认知“,”display_name“:”自动语音识别“,”score“:0.517581},{”id“:”https://openalex.org/keywords/named-entity-recognition网站“,”display_name“:”命名实体识别“,”score“:0.513985}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.79658425},{”id“:”https://openalex.org/C48145219,“wikidata”:https://www.wikidata.org/wiki/Q1335365“,”display_name“:”安全令牌“,”level“:2,”score“:0.7085691},{”id“:”https://openalex.org/C2777530160,“wikidata”:https://www.wikidata.org/wiki/Q41796“,”display_name“:”句子“,”级别“:2,”分数“:0.6615685},{”id“:”https://openalex.org/C153083717,“wikidata”:https://www.wikidata.org/wiki/Q6535263“,”display_name“:”Leverage(statistics)“,”level“:2,”score“:0.64313626},{”id“:”https://openalex.org/C137293760,“wikidata”:https://www.wikidata.org/wiki/Q3621696“,”display_name“:”语言模型“,”level“:2,”score“:0.61434793},{”id“:”https://openalex.org/C2776214188,“wikidata”:https://www.wikidata.org/wiki/Q408386“,”display_name“:”推断“,”级别“:2,”分数“:0.5722947},{”id“:”https://openalex.org/C204321447,“wikidata”:https://www.wikidata.org/wiki/Q30642“,”display_name“:”自然语言处理“,”level“:1,”score“:0.5653076},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5594699},{”id“:”https://openalex.org/C2779343474,“wikidata”:https://www.wikidata.org/wiki/Q3109175“,”display_name“:”Context(考古学)“,”level“:2,”score“:0.54081494},{”id“:”https://openalex.org/C28490314,“wikidata”:https://www.wikidata.org/wiki/Q189436“,”display_name“:”语音识别“,”level“:1,”score“:0.52643955},{”id“:”https://openalex.org/C151730666,“wikidata”:https://www.wikidata.org/wiki/Q7205“,”display_name“:”古生物学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C38652104,“wikidata”:https://www.wikidata.org/wiki/Q3510521“,”display_name“:”计算机安全“,”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,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/taslp.2021.3066274“,”pdf_url“:null,”source“:{”id“:”https://openalex.org/S4210169297“,”display_name“:”音频、语音和语言处理的IEEE/ACM事务“,”issn_l“:”2329-9290“,”isn“:[”2329-92“,”2329-9304“],”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/1912.01777,“pdf_url”:https://arxiv.org/pdf/1912.01777,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/1912.01777,“pdf_url”:https://arxiv.org/pdf/1912.01777,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/4“,”score“:0.69,”display_name“:”素质教育“}],”grants“:[{”funder“:”https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“61773379”},{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“61901473”},{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“61771472”},{“funder”:“https://openalex.org/F4320321001“,”funder_display_name“:”国家自然科学基金“,”award_id“:”61831022“}],”datasets“:[],”versions“:[],”referenced_works_count“:67,”referrenced_works“:[”https://openalex.org/W1524579289","https://openalex.org/W1821462560","https://openalex.org/W1915251500","https://openalex.org/W1984635093","https://openalex.org/W2050971845","https://openalex.org/W2110006374","https://openalex.org/W2112739286","https://openalex.org/W2117278770","https://openalex.org/W2131342762","https://openalex.org/W2160451571","https://openalex.org/W2167717037","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2270070752","https://openalex.org/W2275115695","https://openalex.org/W2294370754","https://openalex.org/W2327501763","https://openalex.org/W2402040300","https://openalex.org/W2402146185","https://openalex.org/W2466062786","https://openalex.org/W2471933213","https://openalex.org/W2526425061","https://openalex.org/W2567070169","https://openalex.org/W2577366047","https://openalex.org/W2608339501","https://openalex.org/W2740586471","https://openalex.org/W2747917286","https://openalex.org/W2886776719","https://openalex.org/W2888779557","https://openalex.org/W2889048668","https://openalex.org/W2889181648","https://openalex.org/W2889504751","https://openalex.org/W2889796598","https://openalex.org/W2892009249","https://openalex.org/W2935811960","https://openalex.org/W2936774411","https://openalex.org/W2939111082","https://openalex.org/W2943845043","https://openalex.org/W2944073381","https://openalex.org/W2952613254","https://openalex.org/W2953356739","https://openalex.org/W2962739339","https://openalex.org/W2962824709","https://openalex.org/W2962826786","https://openalex.org/W2962894366","https://openalex.org/W2963240019","https://openalex.org/W2963242190","https://openalex.org/W2963414781","https://openalex.org/W2963736842","https://openalex.org/W2963807318","https://openalex.org/W2964118293","https://openalex.org/W2964121744","https://openalex.org/W2965116050","https://openalex.org/W2969521066","https://openalex.org/W2970119519","https://openalex.org/W2970597249","https://openalex.org/W2972818416","https://openalex.org/W2972991710","https://openalex.org/W2991509857","https://openalex.org/W3094800360","https://openalex.org/W3097777922","https://openalex.org/W4256161595","https://openalex.org/W4297727296","https://openalex.org/W4297798436","https://openalex.org/W4385245566","https://openalex.org/W648786980","https://openalex.org/W854541894“],”related_works“:[”https://openalex.org/W4388335561","https://openalex.org/W4385572700","https://openalex.org/W4385009901","https://openalex.org/W4379251913","https://openalex.org/W4307309205网址","https://openalex.org/W428261899","https://openalex.org/W4285141722","https://openalex.org/W2997152889","https://openalex.org/W2970530566","https://openalex.org/W2967478618“],”ngrams_url“:”https://api.openalex.org/works/W3154932257/ngrams“,”“abstract_inverted_index”:{“基于注意”:[0],“编码器-解码器”:[1],“(AED)”:[2],“模型”:[3],“有”:[4],“实现”:[5],“有希望”:[6],“性能”:[7],“in”:[8,95106126199253],“语音”:[9],“识别”:[10],“然而,”:[11],“因为”:[12],“of”:[13,40,53156173185231244],”“:[14,41,50,59,63,86,9210711612413213613914415317117818219119620021222242250],“端到端”:[15],“训练”,“训练,”:[16190],“an”:[17,82162],“AED”:[18,36,42,83145192266],“模型”:[19,43,84112146193267],“是”:[20,28,4410011329141],“通常”:[21],“经过训练”:[22114],“有”:[23188256261],”演讲文本“:[24],”成对的“:[25],”数据。“:[26],”It“:[27118],”挑战“:[29],”to“:[30,78143],”incorporate“:[31],”external“:[32,87246],“text-only”:[33,88247],“data”:[34,89248],“into”:[35,81102131],“models。“:[37],”另一个“:[38],”问题“:[39],”那“:[45123],”它“:[46],”做“:[47215],”不是“:[48216],”使用“:[49152208],”权利“:[51183],”上下文“:[52,94155180184198252],”a“:[54,69,96110174254],”文本“:[55128158],”令牌“:[56],”while“:[57],”预测“:[58],”token。“:[60],”To“:[61150],”release“:[62],”abover“:[64],”two“:[65103229],”issues“,”:[66],”we“:/67160],“propose”:[68161],“unified”:[70],”method“:[71,99214],“called”:[72164],“LST”:[73189],“(Learn”:[74],“Spelling”:[75],“from”:[76,85203],“Teachers)”:[77],“integrate”:[79],“知识”:[80125140],“和”:[90181236249265],“杠杆”:[91195],“整句“:[93154197251],”句子。“:[97201],”The“:[98238],”divided“:[101],”stages。“:[104],”第一,“:[105],”表征“:[108],”舞台“:[109138],”语言“:[111],”关于“:[115228],”文本。“:[117],”can“:[1194],”be“:[120],”seen“:[121],”as“:[122],”compressed“:[130],”LM。“:[133],”Then,“:[134],”at“:[135221],”transferring“:[137],”ransferred“:[142],”via“:[147],”师生“:[148],”学习。“:[149],”进一步“:[151],”句子,“:[159],”LM“:[163209],”因果“:[165],”完形填空“:[166],”完成符“:[167],”(COR),“:%168],”which“:[169207],”估计“:[170],”概率“:[172],”token“:[175],”给定“:[176],”both“:[177],”left“:[179],”it.“:[186],”South,““不同”:[202],“融合”:[204],“基于”:[205268],“方法”,“:[206],”期间“:[210],”解码,“:[211],”建议“:[213258],”增加“:[217],”任何“:[218],”额外“:[219],”复杂性“:[220],”推断“:[223],”阶段。“:[224],“We”:[225],“conduct”:[226],“experimentals”:[227],“scales”:[230],“public”:[232],“Chinese”:[233],“datasets”:[234],“AISHELL-1”:[235],“AISHELL-2.”:[237],“testrial”:[239],“results”:/240],“display”:[241],“effectivity”:[243],“leverage”:[245],“sence”:[255],“our”:[257],“方法,”:[259],“比较”:[260],“基线”:[262],“混合”:[263],“系统“:[264],”系统。“:[269]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3154932257“,”counts_by_year“:[{”年份“:2023,”cited_by_count“:2},{”年“:2022,”ciped_by_cunt“:1},”{“年份”:2021,“cited_by_count”:2}],”updated_date“:”2024-06-14T20:42:42:45.730670“,”created_date:“2021-04-26”}