{"id":"https://openalex.org/W4297841227","doi":"https://doi.org/10.21437/interspeech.2022-569","title":"Streaming Intended Query Detection using E2E Modeling for Continued Conversation","display_name":"Streaming Intended Query Detection using E2E Modeling for Continued Conversation","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4297841227","doi":"https://doi.org/10.21437/interspeech.2022-569"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2022-569","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-569","pdf_url":null,"source":{"id":"https://openalex.org/S4363604309","display_name":"Interspeech 2022","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2022","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/A5001306222","display_name":"Shuo-Yiin Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shuo-Yiin Chang","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057360812","display_name":"Guru Prakash","orcid":"https://orcid.org/0000-0003-0884-709X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guru Prakash","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038427980","display_name":"Zelin Wu","orcid":"https://orcid.org/0000-0003-1616-6470"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zelin Wu","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070513394","display_name":"Tara N. Sainath","orcid":"https://orcid.org/0000-0002-4126-6556"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tara Sainath","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374360","display_name":"Bo Li","orcid":"https://orcid.org/0000-0001-6709-0942"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100308586","display_name":"Qiao Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiao Liang","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037865448","display_name":"Adam Stambler","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Stambler","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056769987","display_name":"Shyam Upadhyay","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shyam Upadhyay","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014855689","display_name":"Manaal Faruqui","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manaal Faruqui","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032931723","display_name":"Trevor Strohman","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trevor Strohman","raw_affiliation_strings":["Google Inc., U"],"affiliations":[{"raw_affiliation_string":"Google Inc., U","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5001306222"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":0.4158,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58015514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1826","last_page":"1830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9908999800682068,"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/T12031","display_name":"Speech and dialogue systems","score":0.9908999800682068,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9700999855995178,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.965399980545044,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7919179201126099},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.7787266969680786},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.45715659856796265},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19551250338554382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7919179201126099},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.7787266969680786},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.45715659856796265},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19551250338554382},{"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":[{"id":"doi:10.21437/interspeech.2022-569","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-569","pdf_url":null,"source":{"id":"https://openalex.org/S4363604309","display_name":"Interspeech 2022","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2022","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":19,"referenced_works":["https://openalex.org/W2074671152","https://openalex.org/W2121879602","https://openalex.org/W2252004408","https://openalex.org/W2404045576","https://openalex.org/W2526425061","https://openalex.org/W2887080793","https://openalex.org/W2935756939","https://openalex.org/W2937769560","https://openalex.org/W2952436057","https://openalex.org/W2962824709","https://openalex.org/W2963050656","https://openalex.org/W2964187693","https://openalex.org/W2972549707","https://openalex.org/W3007227084","https://openalex.org/W3015927303","https://openalex.org/W3016234571","https://openalex.org/W3028545098","https://openalex.org/W3097777922","https://openalex.org/W3163907627"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W2384129116"],"abstract_inverted_index":{"In":[0],"voice-enabled":[1],"applications,":[2],"a":[3,11,24,29,37,41,104,133,173],"predetermined":[4],"hotword":[5,25],"is":[6,116,167],"usually":[7],"used":[8],"to":[9,15,17,102,118,169],"activate":[10],"device":[12,55,171],"in":[13,32],"order":[14],"attend":[16],"the":[18,50,54,68,73,82,123,128,143,160,165,170],"query.However,":[19],"speaking":[20],"queries":[21],"followed":[22],"by":[23],"each":[26],"time":[27],"introduces":[28],"cognitive":[30],"burden":[31],"continued":[33],"conversations.To":[34],"avoid":[35],"repeating":[36],"hotword,":[38],"we":[39],"propose":[40],"streaming":[42],"end-to-end":[43],"(E2E)":[44],"intended":[45,69,96,106,155],"query":[46,70,97,107,156],"detector":[47,71],"that":[48,76,127],"identifies":[49],"utterances":[51,60],"directed":[52,62],"towards":[53,63],"and":[56,95,121,146],"filters":[57],"out":[58],"other":[59],"not":[61],"device.The":[64],"proposed":[65,129,161],"approach":[66,131],"incorporates":[67],"into":[72,86],"E2E":[74,90,130],"model":[75,162],"already":[77],"folds":[78],"different":[79],"components":[80],"of":[81,179],"speech":[83,93],"recognition":[84,113],"pipeline":[85],"one":[87],"neural":[88],"network.The":[89],"modeling":[91],"on":[92,110,137],"decoding":[94],"detection":[98,108,144],"also":[99],"allows":[100],"us":[101],"declare":[103],"quick":[105],"based":[109],"early":[111],"partial":[112],"result,":[114],"which":[115],"important":[117],"decrease":[119],"latency":[120,149,181],"make":[122],"system":[124],"responsive.We":[125],"demonstrate":[126],"yields":[132],"22%":[134],"relative":[135],"improvement":[136,150],"equal":[138],"error":[139],"rate":[140],"(EER)":[141],"for":[142],"accuracy":[145],"600":[147],"ms":[148],"compared":[151],"with":[152,172],"an":[153],"independent":[154],"detector.In":[157],"our":[158],"experiment,":[159],"detects":[163],"whether":[164],"user":[166,183],"talking":[168],"8.7%":[174],"EER":[175],"within":[176],"1.4":[177],"seconds":[178],"median":[180],"after":[182],"starts":[184],"speaking.":[185]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}