{"id":"https://openalex.org/W4283730082","doi":"https://doi.org/10.21437/interspeech.2022-921","title":"Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting","display_name":"Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4283730082","doi":"https://doi.org/10.21437/interspeech.2022-921"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2022-921","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-921","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/A5114080342","display_name":"Byeonggeun Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Byeonggeun Kim","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012112492","display_name":"Seung-Han Yang","orcid":"https://orcid.org/0000-0001-7842-0492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seunghan Yang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001948765","display_name":"Inseop Chung","orcid":"https://orcid.org/0000-0002-7701-6639"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Inseop Chung","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5112998078","display_name":"Simyung Chang","orcid":"https://orcid.org/0000-0001-7750-191X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simyung Chang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114080342"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5935,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85845182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4621","last_page":"4625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9894999861717224,"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/shot","display_name":"Shot (pellet)","score":0.8029104471206665},{"id":"https://openalex.org/keywords/spotting","display_name":"Spotting","score":0.7695945501327515},{"id":"https://openalex.org/keywords/keyword-spotting","display_name":"Keyword spotting","score":0.760826826095581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.718459963798523},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5430012345314026},{"id":"https://openalex.org/keywords/one-shot","display_name":"One shot","score":0.508342444896698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43073397874832153},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08970946073532104}],"concepts":[{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.8029104471206665},{"id":"https://openalex.org/C2779506182","wikidata":"https://www.wikidata.org/wiki/Q7580141","display_name":"Spotting","level":2,"score":0.7695945501327515},{"id":"https://openalex.org/C2781213101","wikidata":"https://www.wikidata.org/wiki/Q6398558","display_name":"Keyword spotting","level":2,"score":0.760826826095581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.718459963798523},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5430012345314026},{"id":"https://openalex.org/C2992734406","wikidata":"https://www.wikidata.org/wiki/Q413267","display_name":"One shot","level":2,"score":0.508342444896698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43073397874832153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08970946073532104},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2022-921","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-921","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2742860341","https://openalex.org/W2559372442","https://openalex.org/W4248007934","https://openalex.org/W3018114492","https://openalex.org/W1554833030","https://openalex.org/W2323788589","https://openalex.org/W2001208534","https://openalex.org/W4311033380","https://openalex.org/W4283730082","https://openalex.org/W2905970125"],"abstract_inverted_index":{"Keyword":[0],"spotting":[1,14,71],"is":[2,21],"the":[3,59,63,118,134],"task":[4],"of":[5,58],"detecting":[6],"a":[7,73,95,127],"keyword":[8,13,27,70],"in":[9,24,37,117,139],"streaming":[10],"audio.":[11],"Conventional":[12],"targets":[15],"predefined":[16],"keywords":[17],"classification,":[18],"but":[19],"there":[20,40],"growing":[22],"attention":[23],"few-shot":[25,68,112],"(query-by-example)":[26],"spotting,":[28],"e.g.,":[29],"N-way":[30],"classification":[31],"given":[32],"M-shot":[33],"support":[34],"samples.":[35],"Moreover,":[36],"real-world":[38],"scenarios,":[39],"can":[41],"be":[42,51],"utterances":[43],"from":[44],"unexpected":[45],"categories":[46],"(open-set)":[47],"which":[48],"need":[49],"to":[50,88,110],"rejected":[52],"rather":[53],"than":[54],"classified":[55],"as":[56],"one":[57],"N":[60],"classes.":[61],"Combining":[62],"two":[64],"needs,":[65],"we":[66],"tackle":[67],"open-set":[69,91,113,136],"with":[72],"new":[74],"benchmark":[75],"setting,":[76],"named":[77],"splitGSC.":[78,120],"We":[79,121],"propose":[80],"episode-known":[81],"dummy":[82],"prototypes":[83],"based":[84],"on":[85,126],"metric":[86],"learning":[87],"detect":[89],"an":[90],"better":[92],"and":[93,97,131],"introduce":[94],"simple":[96],"powerful":[98],"approach,":[99],"Dummy":[100],"Prototypical":[101],"Networks":[102],"(D-ProtoNets).":[103],"Our":[104],"D-ProtoNets":[105,132],"shows":[106,133],"clear":[107],"margins":[108],"compared":[109],"recent":[111],"recognition":[114],"(FSOSR)":[115],"approaches":[116],"suggested":[119],"also":[122],"verify":[123],"our":[124],"method":[125],"standard":[128],"benchmark,":[129],"miniImageNet,":[130],"state-of-the-art":[135],"detection":[137],"rate":[138],"FSOSR.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
