{"id":"https://openalex.org/W4408353616","doi":"https://doi.org/10.1109/icassp49660.2025.10889658","title":"SEE: Semantically Aligned EEG-to-Text Translation","display_name":"SEE: Semantically Aligned EEG-to-Text Translation","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408353616","doi":"https://doi.org/10.1109/icassp49660.2025.10889658"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088317619","display_name":"Yitian Tao","orcid":"https://orcid.org/0000-0002-1973-5360"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitian Tao","raw_affiliation_strings":["ShanghaiTech University,School of Biomedical Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,School of Biomedical Engineering,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101679990","display_name":"Yan Liang","orcid":"https://orcid.org/0000-0003-2976-885X"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Liang","raw_affiliation_strings":["ShanghaiTech University,School of Biomedical Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,School of Biomedical Engineering,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016972607","display_name":"Luoyu Wang","orcid":"https://orcid.org/0000-0002-7780-7190"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luoyu Wang","raw_affiliation_strings":["ShanghaiTech University,School of Biomedical Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,School of Biomedical Engineering,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711512","display_name":"Yongqing Li","orcid":"https://orcid.org/0000-0003-1507-1429"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqing Li","raw_affiliation_strings":["ShanghaiTech University,School of Biomedical Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,School of Biomedical Engineering,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102425320","display_name":"Qing Yang","orcid":"https://orcid.org/0009-0002-8015-1978"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Yang","raw_affiliation_strings":["ShanghaiTech University,School of Biomedical Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,School of Biomedical Engineering,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100399265","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0001-8498-3451"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Zhang","raw_affiliation_strings":["ShanghaiTech University,School of Biomedical Engineering,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShanghaiTech University,School of Biomedical Engineering,China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.6577000021934509,"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":0.6577000021934509,"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/computer-science","display_name":"Computer science","score":0.7119786143302917},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7037737369537354},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6412957906723022},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5373005270957947},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.46382489800453186},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.46275779604911804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44081786274909973},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14201316237449646},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07343265414237976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119786143302917},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7037737369537354},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6412957906723022},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5373005270957947},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.46382489800453186},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46275779604911804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44081786274909973},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14201316237449646},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07343265414237976},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2905110202","https://openalex.org/W2963688765","https://openalex.org/W2972998015","https://openalex.org/W3024029929","https://openalex.org/W3034999214","https://openalex.org/W3095432487","https://openalex.org/W3155986091","https://openalex.org/W3161343553","https://openalex.org/W3173688449","https://openalex.org/W3180220247","https://openalex.org/W4200630739","https://openalex.org/W4220946819","https://openalex.org/W4224943994","https://openalex.org/W4366463345","https://openalex.org/W4385245566","https://openalex.org/W4385573131","https://openalex.org/W4386634592","https://openalex.org/W4395096791","https://openalex.org/W4406461282","https://openalex.org/W6682631176","https://openalex.org/W6770873518","https://openalex.org/W6774314701","https://openalex.org/W6791353385"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W2775554247","https://openalex.org/W2883671469","https://openalex.org/W2728761353","https://openalex.org/W2110168585","https://openalex.org/W3107474891","https://openalex.org/W2250213760","https://openalex.org/W4386247111","https://openalex.org/W4327642362","https://openalex.org/W2587014613"],"abstract_inverted_index":{"Decoding":[0],"neurophysiological":[1],"signals":[2],"into":[3,83],"language":[4,87],"is":[5],"of":[6,22,160,166],"great":[7],"research":[8],"interest":[9],"within":[10],"brain-computer":[11],"interface":[12],"(BCI)":[13],"applications.":[14],"Electroencephalography":[15],"(EEG),":[16],"known":[17],"for":[18],"its":[19],"non-invasiveness,":[20],"ease":[21],"use,":[23],"and":[24,50,56,105,109],"cost-effectiveness,":[25],"has":[26],"been":[27],"a":[28,70,84,94,111],"popular":[29],"method":[30,72],"in":[31],"this":[32,61],"field.":[33],"However,":[34],"current":[35],"EEG-to-Text":[36,68,76,168],"decoding":[37,77],"approaches":[38],"face":[39],"challenges":[40],"due":[41],"to":[42,101,121],"the":[43,150,158,164],"huge":[44],"domain":[45,107],"gap":[46],"between":[47],"EEG":[48],"recordings":[49],"raw":[51],"texts,":[52],"inherent":[53],"data":[54,137],"bias,":[55],"small":[57],"closed":[58],"vocabularies.":[59],"In":[60],"paper,":[62],"we":[63],"propose":[64],"SEE:":[65],"Semantically":[66],"Aligned":[67],"Translation,":[69],"novel":[71],"aimed":[73],"at":[74],"improving":[75],"by":[78,133],"seamlessly":[79],"integrating":[80],"two":[81,90],"modules":[82,91],"pre-trained":[85,118],"BART":[86],"model.":[88],"These":[89],"include":[92],"(1)":[93],"Cross-Modal":[95],"Codebook":[96],"that":[97,115,142],"learns":[98],"cross-modal":[99],"representations":[100,120],"enhance":[102],"feature":[103],"consolidation":[104],"mitigate":[106],"gap,":[108],"(2)":[110],"Semantic":[112],"Matching":[113],"Module":[114],"fully":[116],"utilizes":[117],"text":[119],"align":[122],"multi-modal":[123],"features":[124],"extracted":[125],"from":[126,138],"EEG-Text":[127,140],"pairs":[128,141],"while":[129],"considering":[130],"noise":[131],"caused":[132],"false":[134],"negatives,":[135],"i.e.,":[136],"different":[139],"have":[143],"similar":[144],"semantic":[145],"meanings.":[146],"Experimental":[147],"results":[148],"on":[149],"Zurich":[151],"Cognitive":[152],"Language":[153],"Processing":[154],"Corpus":[155],"(ZuCo)":[156],"demonstrate":[157],"effectiveness":[159],"SEE,":[161],"which":[162],"enhances":[163],"feasibility":[165],"accurate":[167],"decoding.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}