{"id":"https://openalex.org/W2963907370","doi":"https://doi.org/10.21437/interspeech.2017-456","title":"A Study on Replay Attack and Anti-Spoofing for Automatic Speaker Verification","display_name":"A Study on Replay Attack and Anti-Spoofing for Automatic Speaker Verification","publication_year":2017,"publication_date":"2017-08-16","ids":{"openalex":"https://openalex.org/W2963907370","doi":"https://doi.org/10.21437/interspeech.2017-456","mag":"2963907370"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2017-456","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2017-456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2017","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/A5050701255","display_name":"Lantian Li","orcid":"https://orcid.org/0000-0003-4274-7930"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lantian Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","Center for Speech and Language Technologies, Research Institute of Information Technology"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Center for Speech and Language Technologies, Research Institute of Information Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087953918","display_name":"Yixiang Chen","orcid":"https://orcid.org/0000-0001-8596-7963"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixiang Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","Center for Speech and Language Technologies, Research Institute of Information Technology"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Center for Speech and Language Technologies, Research Institute of Information Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391494","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0002-6992-7950"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Wang","raw_affiliation_strings":["Center for Speech and Language Technologies, Research Institute of Information Technology","Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Center for Speech and Language Technologies, Research Institute of Information Technology","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084318285","display_name":"Thomas Fang Zheng","orcid":"https://orcid.org/0000-0002-0249-4767"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Thomas Fang Zheng","raw_affiliation_strings":["Center for Speech and Language Technologies, Research Institute of Information Technology","Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Center for Speech and Language Technologies, Research Institute of Information Technology","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100391494"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":6.2363,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.97101227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"92","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9940000176429749,"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":0.9940000176429749,"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/replay-attack","display_name":"Replay attack","score":0.9096461534500122},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.8930516839027405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8400238752365112},{"id":"https://openalex.org/keywords/speaker-verification","display_name":"Speaker verification","score":0.7111198902130127},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6941524147987366},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6025579571723938},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.584587574005127},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.5628810524940491},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5551587343215942},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.47997260093688965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31764328479766846},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.28216394782066345},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.17593607306480408},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13333266973495483},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.09333276748657227}],"concepts":[{"id":"https://openalex.org/C11560541","wikidata":"https://www.wikidata.org/wiki/Q1756025","display_name":"Replay attack","level":3,"score":0.9096461534500122},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.8930516839027405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8400238752365112},{"id":"https://openalex.org/C2982762665","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker verification","level":3,"score":0.7111198902130127},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6941524147987366},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6025579571723938},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.584587574005127},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.5628810524940491},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5551587343215942},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.47997260093688965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31764328479766846},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.28216394782066345},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.17593607306480408},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13333266973495483},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09333276748657227},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2017-456","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2017-456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2017","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1598214476","display_name":null,"funder_award_id":"61633013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G465702083","display_name":null,"funder_award_id":"2013CB329302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5348753833","display_name":null,"funder_award_id":"6163301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6194230105","display_name":null,"funder_award_id":"2013CB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G803898012","display_name":null,"funder_award_id":"61371136","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1490120479","https://openalex.org/W1688416049","https://openalex.org/W1980581462","https://openalex.org/W2049586080","https://openalex.org/W2062703747","https://openalex.org/W2112606109","https://openalex.org/W2176804518","https://openalex.org/W2301316866","https://openalex.org/W2398971481","https://openalex.org/W2585365199","https://openalex.org/W3198123200"],"related_works":["https://openalex.org/W4294437891","https://openalex.org/W2335896301","https://openalex.org/W2012393389","https://openalex.org/W2333240621","https://openalex.org/W2547760228","https://openalex.org/W4226389478","https://openalex.org/W3006618853","https://openalex.org/W2790784932","https://openalex.org/W4297792928","https://openalex.org/W2836844603"],"abstract_inverted_index":{"For":[0],"practical":[1],"automatic":[2],"speaker":[3,71],"verification":[4],"(ASV)":[5],"systems,":[6],"replay":[7,30,45],"attack":[8],"poses":[9],"a":[10,14,41],"true":[11],"risk.By":[12],"replaying":[13],"pre-recorded":[15],"speech":[16,55,73],"signal":[17],"of":[18],"the":[19,47,85,91,102,108],"genuine":[20],"speaker,":[21],"ASV":[22],"systems":[23],"tend":[24],"to":[25,100],"be":[26],"easily":[27],"fooled.An":[28],"effective":[29],"detection":[31],"method":[32],"is":[33,60,84,98],"therefore":[34],"highly":[35],"desirable.In":[36],"this":[37,69],"study,":[38],"we":[39],"investigate":[40],"major":[42],"difficulty":[43],"in":[44,54],"detection:":[46],"over-fitting":[48,93,103],"problem":[49],"caused":[50],"by":[51],"variability":[52,64],"factors":[53,65],"signal.An":[56],"F-ratio":[57],"probing":[58],"tool":[59],"proposed":[61],"and":[62,75],"three":[63],"are":[66],"investigated":[67],"using":[68],"tool:":[70],"identity,":[72],"content":[74],"playback":[76],"&":[77],"recording":[78],"device.The":[79],"analysis":[80],"shows":[81],"that":[82,89],"device":[83],"most":[86],"influential":[87],"factor":[88],"contributes":[90],"highest":[92],"risk.A":[94],"frequency":[95],"warping":[96],"approach":[97],"studied":[99],"alleviate":[101],"problem,":[104],"as":[105],"verified":[106],"on":[107],"ASV-spoof":[109],"2017":[110],"database.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":9}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
