{"id":"https://openalex.org/W2041930770","doi":"https://doi.org/10.1145/2818869.2818927","title":"A Statistical Out-of-Speaker Detection Approach for Smart Home Voice-Control Scenario of Protective Warming Care on FPGA","display_name":"A Statistical Out-of-Speaker Detection Approach for Smart Home Voice-Control Scenario of Protective Warming Care on FPGA","publication_year":2015,"publication_date":"2015-10-07","ids":{"openalex":"https://openalex.org/W2041930770","doi":"https://doi.org/10.1145/2818869.2818927","mag":"2041930770"},"language":"en","primary_location":{"id":"doi:10.1145/2818869.2818927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818869.2818927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ASE BigData &amp; SocialInformatics 2015","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/A5018765153","display_name":"Chih-Hung Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chih-Hung Chou","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052274369","display_name":"Ta\u2010Wen Kuan","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ta-Wen Kuan","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088136847","display_name":"Jhing-Fa Wang","orcid":"https://orcid.org/0009-0000-2816-2480"},"institutions":[{"id":"https://openalex.org/I32303042","display_name":"Tajen University","ror":"https://ror.org/01fvf0d84","country_code":"TW","type":"education","lineage":["https://openalex.org/I32303042"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jhing-Fa Wang","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan and Department of Digital Media Design, Tajen University, PingTung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan and Department of Digital Media Design, Tajen University, PingTung, Taiwan","institution_ids":["https://openalex.org/I32303042","https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020738319","display_name":"An\u2010Chao Tsai","orcid":"https://orcid.org/0000-0003-4364-6760"},"institutions":[{"id":"https://openalex.org/I32303042","display_name":"Tajen University","ror":"https://ror.org/01fvf0d84","country_code":"TW","type":"education","lineage":["https://openalex.org/I32303042"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"An-Chao Tsai","raw_affiliation_strings":["Department of Digital Media Design, Tajen University, PingTung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Digital Media Design, Tajen University, PingTung, Taiwan","institution_ids":["https://openalex.org/I32303042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032753590","display_name":"Pen-Yuan Yo","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pen-Yuan Yo","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018765153"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04449674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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":0.9998000264167786,"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/T10860","display_name":"Speech and Audio Processing","score":0.9997000098228455,"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/T11309","display_name":"Music and Audio Processing","score":0.9886000156402588,"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/computer-science","display_name":"Computer science","score":0.8001192808151245},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7494784593582153},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.5906611680984497},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.5732179284095764},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.556688129901886},{"id":"https://openalex.org/keywords/verilog","display_name":"Verilog","score":0.43041855096817017},{"id":"https://openalex.org/keywords/utterance","display_name":"Utterance","score":0.4291347563266754},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42316561937332153},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.41282325983047485},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.41264110803604126},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.38070768117904663},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35516464710235596},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19721457362174988}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001192808151245},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7494784593582153},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.5906611680984497},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.5732179284095764},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.556688129901886},{"id":"https://openalex.org/C2779030575","wikidata":"https://www.wikidata.org/wiki/Q827773","display_name":"Verilog","level":3,"score":0.43041855096817017},{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.4291347563266754},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42316561937332153},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.41282325983047485},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.41264110803604126},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.38070768117904663},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35516464710235596},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19721457362174988},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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":1,"locations":[{"id":"doi:10.1145/2818869.2818927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818869.2818927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ASE BigData &amp; SocialInformatics 2015","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":9,"referenced_works":["https://openalex.org/W2002123483","https://openalex.org/W2034247056","https://openalex.org/W2041823554","https://openalex.org/W2090324313","https://openalex.org/W2099124598","https://openalex.org/W2144760012","https://openalex.org/W2162501025","https://openalex.org/W2967185035","https://openalex.org/W4239770677"],"related_works":["https://openalex.org/W2529301793","https://openalex.org/W2384121599","https://openalex.org/W2038083449","https://openalex.org/W3177678247","https://openalex.org/W1999617572","https://openalex.org/W2944572343","https://openalex.org/W2333799855","https://openalex.org/W2351687372","https://openalex.org/W2004087835","https://openalex.org/W2314871050"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3],"Out-Of-Speaker":[4],"(OOS)":[5],"detection":[6],"algorithm":[7,111],"based":[8],"on":[9,26],"the":[10,19,36,46,51,55,58,70,89,94,104,109,116,122,131,142],"statistical":[11],"approach":[12],"is":[13,33,42,128,135,149,155],"newly":[14],"proposed":[15,31,95,110],"and":[16,50,57,65,78,103,141],"embedded":[17],"in":[18,45,69],"previous":[20,47],"automatic":[21],"speaker-speech":[22],"recognition":[23,39],"(ASSR)":[24],"work":[25,32],"a":[27,73,79,160],"FPGA":[28,92],"platform.":[29],"The":[30,125],"to":[34,63,120,137],"build":[35],"unenrolled":[37,132],"speaker":[38,133],"task":[40],"which":[41],"not":[43],"addressed":[44],"ASSR":[48],"system,":[49],"experiment":[52],"shows":[53],"that":[54,130],"accuracy":[56],"EER":[59],"rate":[60,134],"can":[61,112],"reach":[62,138],"86.7%":[64],"19.8%,":[66],"respectively,":[67],"particularly":[68],"cases":[71],"of":[72,100,108,145,164],"few":[74],"data":[75],"for":[76,83],"training":[77],"short":[80],"utterance":[81],"(2s)":[82],"testing.":[84],"For":[85],"hardware":[86],"realization,":[87],"considered":[88],"limited":[90],"resource":[91],"platform,":[93],"architecture":[96],"only":[97,150,156],"utilizes":[98],"29%":[99],"memory":[101,153],"space,":[102],"highly":[105],"recursive":[106],"computation":[107],"be":[113],"realized":[114],"through":[115],"reuse":[117],"design":[118],"methodology":[119],"benefit":[121],"small-area":[123],"design.":[124],"experimental":[126],"results":[127],"shown":[129],"able":[136],"88.3%":[139],"accuracy,":[140],"total":[143],"number":[144],"utilized":[146],"logical":[147],"elements":[148],"13355":[151],"with":[152],"usage":[154],"40.41K":[157],"bytes,":[158],"under":[159],"50MHz":[161],"working":[162],"frequency":[163],"ALTERA":[165],"DE2-70":[166],"FPGA.":[167]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
