{"id":"https://openalex.org/W2906725053","doi":"https://doi.org/10.1109/access.2018.2882917","title":"Convolutional Bidirectional Long Short-Term Memory for Deception Detection With Acoustic Features","display_name":"Convolutional Bidirectional Long Short-Term Memory for Deception Detection With Acoustic Features","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2906725053","doi":"https://doi.org/10.1109/access.2018.2882917","mag":"2906725053"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2882917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2882917","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2882917","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052217750","display_name":"Yue Xie","orcid":"https://orcid.org/0000-0002-5750-5873"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Xie","raw_affiliation_strings":["Laboratory of Underwater Acoustic Signal Processing, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5750-5873","affiliations":[{"raw_affiliation_string":"Laboratory of Underwater Acoustic Signal Processing, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089624396","display_name":"Ruiyu Liang","orcid":"https://orcid.org/0000-0002-6813-4203"},"institutions":[{"id":"https://openalex.org/I2799736854","display_name":"Nanjing Institute of Technology","ror":"https://ror.org/00n6txq60","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799736854"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiyu Liang","raw_affiliation_strings":["School of Communication Engineering, Nanjing Institute of Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Nanjing Institute of Technology, Nanjing, China","institution_ids":["https://openalex.org/I2799736854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075748715","display_name":"Huawei Tao","orcid":"https://orcid.org/0000-0002-9194-0297"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huawei Tao","raw_affiliation_strings":["School of Information Science and Engineering, Henan University of Technology, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Henan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101728884","display_name":"Yue Zhu","orcid":"https://orcid.org/0000-0001-6253-4583"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhu","raw_affiliation_strings":["Laboratory of Underwater Acoustic Signal Processing, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Underwater Acoustic Signal Processing, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101872700","display_name":"Li Zhao","orcid":"https://orcid.org/0000-0002-1067-0185"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhao","raw_affiliation_strings":["Laboratory of Underwater Acoustic Signal Processing, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Underwater Acoustic Signal Processing, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052217750"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8487,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.90471631,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"76527","last_page":"76534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10565","display_name":"Psychopathy, Forensic Psychiatry, Sexual Offending","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9555000066757202,"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":0.8084398508071899},{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.6377222537994385},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6140156984329224},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5208802223205566},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5190023183822632},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.48644208908081055},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47876325249671936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4497905373573303},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.43189001083374023},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4258444607257843},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4007832705974579},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.24089333415031433},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08179119229316711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8084398508071899},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.6377222537994385},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6140156984329224},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5208802223205566},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5190023183822632},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.48644208908081055},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47876325249671936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4497905373573303},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.43189001083374023},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4258444607257843},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4007832705974579},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.24089333415031433},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08179119229316711},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2882917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2882917","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:41fbc96fbcaf4cce876c4e87f5bb3d3d","is_oa":true,"landing_page_url":"https://doaj.org/article/41fbc96fbcaf4cce876c4e87f5bb3d3d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 76527-76534 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2882917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2882917","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2594683185","display_name":null,"funder_award_id":"61871213","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3444775938","display_name":null,"funder_award_id":"61673108","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5146319374","display_name":null,"funder_award_id":"61571106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6985469635","display_name":null,"funder_award_id":"2016-DZXX-023","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1483928431","https://openalex.org/W1501669607","https://openalex.org/W1553813876","https://openalex.org/W1591801644","https://openalex.org/W1689711448","https://openalex.org/W1815076433","https://openalex.org/W1836465849","https://openalex.org/W2025176298","https://openalex.org/W2040012077","https://openalex.org/W2065299987","https://openalex.org/W2079558089","https://openalex.org/W2084250910","https://openalex.org/W2089594500","https://openalex.org/W2092495673","https://openalex.org/W2103181859","https://openalex.org/W2121570781","https://openalex.org/W2124606326","https://openalex.org/W2131774270","https://openalex.org/W2160640786","https://openalex.org/W2164151453","https://openalex.org/W2318711035","https://openalex.org/W2329819652","https://openalex.org/W2399733683","https://openalex.org/W2475988411","https://openalex.org/W2497576583","https://openalex.org/W2585008440","https://openalex.org/W2761514455","https://openalex.org/W2963467407","https://openalex.org/W2964090065","https://openalex.org/W4248892918","https://openalex.org/W4390911890","https://openalex.org/W6638545294","https://openalex.org/W6638667902","https://openalex.org/W6678310917","https://openalex.org/W6684178659","https://openalex.org/W6733028014","https://openalex.org/W7018558945"],"related_works":["https://openalex.org/W2165717120","https://openalex.org/W2039390456","https://openalex.org/W2948663225","https://openalex.org/W2029954793","https://openalex.org/W4295295666","https://openalex.org/W1978059949","https://openalex.org/W2512387791","https://openalex.org/W2128448209","https://openalex.org/W2766995408","https://openalex.org/W621619118"],"abstract_inverted_index":{"Despite":[0],"the":[1,17,60,68,72,90,96,102,117,128],"widespread":[2],"use":[3],"of":[4,20,62,116],"multi-physiological":[5],"parameters":[6],"for":[7,30],"deception":[8,31],"detection,":[9],"they":[10],"have":[11],"been":[12],"severely":[13],"restricted":[14],"due":[15],"to":[16,66,79,88,108],"high":[18],"degree":[19],"cooperation":[21],"in":[22,64,71,86,93,101],"contacting-detection.":[23],"Therefore,":[24],"a":[25,47],"noncontacting":[26],"method":[27],"is":[28,106,125],"proposed":[29],"detection":[32],"using":[33],"acoustic":[34,53],"features":[35,54,82],"as":[36,46],"an":[37],"input":[38],"and":[39],"convolutional":[40],"bidirectional":[41],"long":[42],"short-term":[43],"memory":[44],"(LSTM)":[45],"classifier.":[48],"The":[49,113],"algorithm":[50],"extracts":[51],"frame-level":[52],"whose":[55],"dimension":[56,85],"dynamically":[57],"varies":[58],"with":[59,83,131],"length":[61],"speech,":[63],"order":[65,87],"preserve":[67],"temporal":[69,81],"information":[70],"original":[73],"speech.":[74,94],"Bidirectional":[75],"LSTM":[76],"was":[77],"applied":[78],"match":[80],"variable":[84],"learn":[89],"context":[91],"dependences":[92],"Furthermore,":[95],"convolution":[97],"operation":[98],"replaces":[99],"multiplication":[100],"traditional":[103],"LSTM,":[104],"which":[105,124],"used":[107],"excavate":[109],"time-frequency":[110],"mixed":[111],"data.":[112],"average":[114],"accuracy":[115],"experiment":[118],"on":[119],"Columbia-SRI-Colorado":[120],"corpus":[121],"reaches":[122],"70.3%,":[123],"better":[126],"than":[127],"previous":[129],"works":[130],"non-contacting":[132],"modes.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}