{"id":"https://openalex.org/W3185924299","doi":"https://doi.org/10.1186/s13634-021-00763-1","title":"Spatial and temporal learning representation for end-to-end recording device identification","display_name":"Spatial and temporal learning representation for end-to-end recording device identification","publication_year":2021,"publication_date":"2021-07-17","ids":{"openalex":"https://openalex.org/W3185924299","doi":"https://doi.org/10.1186/s13634-021-00763-1","mag":"3185924299"},"language":"en","primary_location":{"id":"doi:10.1186/s13634-021-00763-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-021-00763-1","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-021-00763-1","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1110-8657","issn":["1110-8657","1687-0433","1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-021-00763-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005777441","display_name":"Chunyan Zeng","orcid":"https://orcid.org/0000-0002-5799-6692"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyan Zeng","raw_affiliation_strings":["Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103538350","display_name":"Dong\u2010Liang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongliang Zhu","raw_affiliation_strings":["Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008033496","display_name":"Zhifeng Wang","orcid":"https://orcid.org/0000-0001-6960-509X"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhifeng Wang","raw_affiliation_strings":["Department of Digital Media Technology, Central China Normal University, Luoyu Road 152, Wuhan, 430079, China"],"raw_orcid":"https://orcid.org/0000-0001-6960-509X","affiliations":[{"raw_affiliation_string":"Department of Digital Media Technology, Central China Normal University, Luoyu Road 152, Wuhan, 430079, China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101421342","display_name":"Minghu Wu","orcid":"https://orcid.org/0000-0003-4189-2212"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghu Wu","raw_affiliation_strings":["Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101967554","display_name":"Wei Xiong","orcid":"https://orcid.org/0000-0002-3322-8955"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xiong","raw_affiliation_strings":["Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101836300","display_name":"Nan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhao","raw_affiliation_strings":["Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Nanli Road 28, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008033496"],"corresponding_institution_ids":["https://openalex.org/I40963666"],"apc_list":{"value":1665,"currency":"USD","value_usd":1665},"apc_paid":{"value":1665,"currency":"USD","value_usd":1665},"fwci":2.0871,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.8801523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9973999857902527,"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/T13996","display_name":"Diverse Musicological Studies","score":0.9682000279426575,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8429780006408691},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6640655994415283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6387006044387817},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.577520489692688},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5706537961959839},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5393469333648682},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5167140364646912},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4974410831928253},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4779760539531708},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45946502685546875},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3290320038795471},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.08406078815460205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8429780006408691},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6640655994415283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6387006044387817},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.577520489692688},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5706537961959839},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5393469333648682},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5167140364646912},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4974410831928253},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4779760539531708},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45946502685546875},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3290320038795471},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.08406078815460205},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13634-021-00763-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-021-00763-1","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-021-00763-1","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1110-8657","issn":["1110-8657","1687-0433","1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:59a5510658c64ca4b5502a1923604b6d","is_oa":true,"landing_page_url":"https://doaj.org/article/59a5510658c64ca4b5502a1923604b6d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Advances in Signal Processing, Vol 2021, Iss 1, Pp 1-19 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13634-021-00763-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-021-00763-1","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-021-00763-1","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1110-8657","issn":["1110-8657","1687-0433","1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2167415974","display_name":null,"funder_award_id":"61501199","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5243396600","display_name":null,"funder_award_id":"61901165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G723037969","display_name":null,"funder_award_id":"No. 61901165","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/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320323173","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3185924299.pdf","grobid_xml":"https://content.openalex.org/works/W3185924299.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1590855855","https://openalex.org/W2003096918","https://openalex.org/W2009659264","https://openalex.org/W2011264579","https://openalex.org/W2014457225","https://openalex.org/W2016419400","https://openalex.org/W2027805700","https://openalex.org/W2032958878","https://openalex.org/W2049993107","https://openalex.org/W2089522373","https://openalex.org/W2102473096","https://openalex.org/W2114854443","https://openalex.org/W2147147599","https://openalex.org/W2150689955","https://openalex.org/W2160547390","https://openalex.org/W2194775991","https://openalex.org/W2338503798","https://openalex.org/W2397549422","https://openalex.org/W2525579820","https://openalex.org/W2547467124","https://openalex.org/W2606332932","https://openalex.org/W2711078980","https://openalex.org/W2769732779","https://openalex.org/W2794045137","https://openalex.org/W2886831611","https://openalex.org/W2908651953","https://openalex.org/W2924675185","https://openalex.org/W2945492101","https://openalex.org/W2950355465","https://openalex.org/W2959546144","https://openalex.org/W2963611454","https://openalex.org/W2971747798","https://openalex.org/W2986157519","https://openalex.org/W3015247149","https://openalex.org/W3047883753","https://openalex.org/W3110962504","https://openalex.org/W3145606929","https://openalex.org/W4205256241"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2905271011","https://openalex.org/W3048601286","https://openalex.org/W3164948662","https://openalex.org/W4289536128","https://openalex.org/W2965925734","https://openalex.org/W3153597579","https://openalex.org/W1872833176"],"abstract_inverted_index":{"Abstract":[0],"Deep":[1],"learning":[2,35,40],"techniques":[3],"have":[4],"achieved":[5],"specific":[6],"results":[7,185],"in":[8,57],"recording":[9,14,27,42,52,70,79,112],"device":[10,15,28,43,53,71,80,113],"source":[11,16,29,44,54,81,114],"identification.":[12],"The":[13,184],"features":[17],"include":[18],"spatial":[19,38,64,88,115,131,156],"information":[20,65,68,90,94,132,135],"and":[21,66,91,116,133,158,161,165,181,197],"certain":[22],"temporal":[23,67,92,117,134,159],"information.":[24,55,118],"However,":[25],"most":[26],"identification":[30,82],"methods":[31],"based":[32,83],"on":[33,84],"deep":[34,153,164],"only":[36],"use":[37,50,121],"representation":[39,154],"from":[41,155],"features,":[45],"which":[46],"cannot":[47],"make":[48],"full":[49],"of":[51,69,87,108,130],"Therefore,":[56],"this":[58],"paper,":[59],"to":[60,110,125,136,150,168],"fully":[61],"explore":[62],"the":[63,85,122,128,152,188],"source,":[72],"we":[73,104,120],"propose":[74],"a":[75,101,141],"new":[76],"method":[77,174,190],"for":[78],"fusion":[86,138],"feature":[89,93,102,157,160],"by":[95],"using":[96,163],"an":[97,147],"end-to-end":[98,148],"framework.":[99],"From":[100,140],"perspective,":[103,143],"designed":[105],"two":[106],"kinds":[107],"networks":[109],"extract":[111],"Afterward,":[119],"attention":[123],"mechanism":[124],"adaptively":[126],"assign":[127],"weight":[129],"obtain":[137],"features.":[139],"model":[142,145],"our":[144,171,178,194],"uses":[146],"framework":[149],"learn":[151],"train":[162],"shallow":[166],"loss":[167],"joint":[169],"optimize":[170],"network.":[172],"This":[173],"is":[175,191],"compared":[176],"with":[177],"previous":[179,195],"work":[180,196],"baseline":[182,198],"system.":[183],"show":[186],"that":[187],"proposed":[189],"better":[192],"than":[193],"system":[199],"under":[200],"general":[201],"conditions.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}