{"id":"https://openalex.org/W4205620265","doi":"https://doi.org/10.1109/thms.2021.3125283","title":"EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention","display_name":"EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention","publication_year":2021,"publication_date":"2021-12-02","ids":{"openalex":"https://openalex.org/W4205620265","doi":"https://doi.org/10.1109/thms.2021.3125283"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2021.3125283","is_oa":true,"landing_page_url":"https://doi.org/10.1109/thms.2021.3125283","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221037/9736420/09633231.pdf","source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221037/9736420/09633231.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088380372","display_name":"Siqi Cai","orcid":"https://orcid.org/0000-0003-3282-9246"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN","SG"],"is_corresponding":true,"raw_author_name":"Siqi Cai","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047421780","display_name":"Enze Su","orcid":"https://orcid.org/0000-0001-6761-9420"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enze Su","raw_affiliation_strings":["Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025392221","display_name":"Longhan Xie","orcid":"https://orcid.org/0000-0002-5137-1413"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longhan Xie","raw_affiliation_strings":["Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032690182","display_name":"Haizhou Li","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN","DE","SG"],"is_corresponding":false,"raw_author_name":"Haizhou Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore","Machine Listening Lab, University of Bremen, Bremen, Germany","School of Data Science, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Machine Listening Lab, University of Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]},{"raw_affiliation_string":"School of Data Science, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088380372"],"corresponding_institution_ids":["https://openalex.org/I165932596","https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":2.8419,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9118409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"52","issue":"2","first_page":"256","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.996999979019165,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.686873197555542},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.5430499911308289},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5332512259483337},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.49819254875183105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40849244594573975},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38953906297683716},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3348842263221741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26886436343193054},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2335248589515686},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15573474764823914},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09407606720924377}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.686873197555542},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.5430499911308289},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5332512259483337},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.49819254875183105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40849244594573975},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38953906297683716},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3348842263221741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26886436343193054},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2335248589515686},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15573474764823914},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09407606720924377}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/thms.2021.3125283","is_oa":true,"landing_page_url":"https://doi.org/10.1109/thms.2021.3125283","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221037/9736420/09633231.pdf","source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/232949","is_oa":true,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/232949","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus OA2021","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/thms.2021.3125283","is_oa":true,"landing_page_url":"https://doi.org/10.1109/thms.2021.3125283","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221037/9736420/09633231.pdf","source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/10"}],"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/G1263237017","display_name":null,"funder_award_id":"Project A18A2b0046","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2360582917","display_name":null,"funder_award_id":"52075177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2425286661","display_name":null,"funder_award_id":"EXC 2077","funder_id":"https://openalex.org/F4320324729","funder_display_name":"Universit\u00e4t Bremen"},{"id":"https://openalex.org/G250245310","display_name":null,"funder_award_id":"A1687b0033","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"},{"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/G3616239415","display_name":null,"funder_award_id":"A18A2b0046","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4464239203","display_name":null,"funder_award_id":"EXC 2077","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5921878779","display_name":null,"funder_award_id":"18A2b0046","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","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/G762232396","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8311845039","display_name":null,"funder_award_id":"5207517","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8330397625","display_name":null,"funder_award_id":"Funding","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324729","display_name":"Universit\u00e4t Bremen","ror":"https://ror.org/04ers2y35"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205620265.pdf","grobid_xml":"https://content.openalex.org/works/W4205620265.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1772076007","https://openalex.org/W1971492907","https://openalex.org/W1991139021","https://openalex.org/W1999686891","https://openalex.org/W2005066437","https://openalex.org/W2017347948","https://openalex.org/W2027250573","https://openalex.org/W2046863527","https://openalex.org/W2056486423","https://openalex.org/W2056822907","https://openalex.org/W2082183045","https://openalex.org/W2094850439","https://openalex.org/W2100409538","https://openalex.org/W2107579347","https://openalex.org/W2118980133","https://openalex.org/W2126119586","https://openalex.org/W2137107462","https://openalex.org/W2137172783","https://openalex.org/W2142280324","https://openalex.org/W2142875089","https://openalex.org/W2157617037","https://openalex.org/W2158904676","https://openalex.org/W2163922914","https://openalex.org/W2205067270","https://openalex.org/W2283417180","https://openalex.org/W2310580211","https://openalex.org/W2408166852","https://openalex.org/W2520029811","https://openalex.org/W2556260580","https://openalex.org/W2736507657","https://openalex.org/W2752782242","https://openalex.org/W2765521506","https://openalex.org/W2767841979","https://openalex.org/W2771075519","https://openalex.org/W2775454033","https://openalex.org/W2884585870","https://openalex.org/W2890442302","https://openalex.org/W2950767783","https://openalex.org/W2955058313","https://openalex.org/W2963285578","https://openalex.org/W2968050947","https://openalex.org/W2978943562","https://openalex.org/W2980177172","https://openalex.org/W2989445832","https://openalex.org/W2990116258","https://openalex.org/W3002960783","https://openalex.org/W3038121656","https://openalex.org/W3081992536","https://openalex.org/W3093647835","https://openalex.org/W3094833027","https://openalex.org/W3095452954","https://openalex.org/W3126966983","https://openalex.org/W3159696612","https://openalex.org/W3209938276","https://openalex.org/W4256676695","https://openalex.org/W6685562342","https://openalex.org/W6739901393","https://openalex.org/W6772955768","https://openalex.org/W6802670780","https://openalex.org/W6803274909"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055"],"abstract_inverted_index":{"Humans":[0],"have":[1],"the":[2,10,25,65,68,80,96,104,114,131,136],"ability":[3],"to":[4,7,23,64,73,85,94],"pay":[5],"attention":[6,19,57,89,98,107,116],"one":[8],"of":[9,43,70],"sound":[11],"sources":[12],"in":[13,99],"a":[14,48,55,87],"multispeaker":[15],"acoustic":[16],"environment.":[17],"Auditory":[18],"detection":[20],"(AAD)":[21],"seeks":[22],"detect":[24],"attended":[26],"speaker":[27],"from":[28],"one\u2019s":[29],"brain":[30],"signals":[31,46,72],"that":[32,59,130],"will":[33],"enable":[34],"many":[35],"innovative":[36],"human\u2013machine":[37],"systems.":[38],"However,":[39],"effective":[40],"representation":[41],"learning":[42],"electroencephalography":[44],"(EEG)":[45],"remains":[47],"challenge.":[49],"In":[50,79],"this":[51],"article,":[52],"we":[53,82],"propose":[54],"neural":[56,92,106,115],"mechanism":[58,117],"dynamically":[60],"assigns":[61],"differentiated":[62],"weights":[63],"subbands":[66],"and":[67,112],"channels":[69],"EEG":[71],"derive":[74],"discriminative":[75],"representations":[76],"for":[77],"AAD.":[78],"nutshell,":[81],"would":[83],"like":[84],"build":[86],"computational":[88],"mechanism,":[90],"i.e.,":[91],"attention,":[93],"model":[95],"auditory":[97],"human":[100],"brain.":[101],"We":[102],"incorporate":[103],"proposed":[105,132],"into":[108],"an":[109],"AAD":[110],"system,":[111],"validate":[113],"through":[118],"comprehensive":[119],"experiments":[120],"on":[121],"two":[122],"publicly":[123],"available":[124],"datasets.":[125],"The":[126],"experimental":[127],"results":[128],"demonstrate":[129],"system":[133],"significantly":[134],"outperforms":[135],"state-of-the-art":[137],"reference":[138],"baselines.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}