{"id":"https://openalex.org/W4401608886","doi":"https://doi.org/10.1109/icasspw62465.2024.10625969","title":"Self-Supervised Speech Representation and Contextual Text Embedding for Match-Mismatch Classification with EEG Recording","display_name":"Self-Supervised Speech Representation and Contextual Text Embedding for Match-Mismatch Classification with EEG Recording","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4401608886","doi":"https://doi.org/10.1109/icasspw62465.2024.10625969"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw62465.2024.10625969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10625969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","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/A5100728788","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0003-1122-6745"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I111483173","display_name":"King University","ror":"https://ror.org/01evb6z23","country_code":"US","type":"education","lineage":["https://openalex.org/I111483173"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Bo Wang","raw_affiliation_strings":["Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology"],"affiliations":[{"raw_affiliation_string":"Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology","institution_ids":["https://openalex.org/I111483173","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101482592","display_name":"Xiran Xu","orcid":"https://orcid.org/0000-0002-8293-4696"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I111483173","display_name":"King University","ror":"https://ror.org/01evb6z23","country_code":"US","type":"education","lineage":["https://openalex.org/I111483173"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiran Xu","raw_affiliation_strings":["Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology"],"affiliations":[{"raw_affiliation_string":"Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology","institution_ids":["https://openalex.org/I111483173","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100310480","display_name":"Zechen Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I111483173","display_name":"King University","ror":"https://ror.org/01evb6z23","country_code":"US","type":"education","lineage":["https://openalex.org/I111483173"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zechen Zhang","raw_affiliation_strings":["Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology"],"affiliations":[{"raw_affiliation_string":"Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology","institution_ids":["https://openalex.org/I111483173","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089554004","display_name":"Haolin Zhu","orcid":"https://orcid.org/0000-0003-2829-7742"},"institutions":[{"id":"https://openalex.org/I111483173","display_name":"King University","ror":"https://ror.org/01evb6z23","country_code":"US","type":"education","lineage":["https://openalex.org/I111483173"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Haolin Zhu","raw_affiliation_strings":["Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology"],"affiliations":[{"raw_affiliation_string":"Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology","institution_ids":["https://openalex.org/I111483173","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101496394","display_name":"Yujie Yan","orcid":"https://orcid.org/0000-0003-1286-4247"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4401726853","display_name":"Faculdade do Futuro","ror":"https://ror.org/055r0dt08","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726853"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"YuJie Yan","raw_affiliation_strings":["Peking University,National Biomedical Imaging Center, College of Future Technology"],"affiliations":[{"raw_affiliation_string":"Peking University,National Biomedical Imaging Center, College of Future Technology","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166946","https://openalex.org/I4401726853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084685506","display_name":"Xihong Wu","orcid":"https://orcid.org/0009-0004-5236-7469"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I111483173","display_name":"King University","ror":"https://ror.org/01evb6z23","country_code":"US","type":"education","lineage":["https://openalex.org/I111483173"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xihong Wu","raw_affiliation_strings":["Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology"],"affiliations":[{"raw_affiliation_string":"Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology","institution_ids":["https://openalex.org/I111483173","https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102730078","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0003-1894-335X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I111483173","display_name":"King University","ror":"https://ror.org/01evb6z23","country_code":"US","type":"education","lineage":["https://openalex.org/I111483173"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology"],"affiliations":[{"raw_affiliation_string":"Peking University,Speech and Hearing Research Center, School of Intelligence Science and Technology","institution_ids":["https://openalex.org/I111483173","https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100728788"],"corresponding_institution_ids":["https://openalex.org/I111483173","https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":1.658,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86312725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.914900004863739,"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":0.914900004863739,"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/computer-science","display_name":"Computer science","score":0.7470510601997375},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.688939094543457},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6623828411102295},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.64173424243927},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.615240216255188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5711178183555603},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5301034450531006},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43248021602630615},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08996689319610596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7470510601997375},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.688939094543457},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6623828411102295},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.64173424243927},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.615240216255188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5711178183555603},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5301034450531006},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43248021602630615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08996689319610596},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasspw62465.2024.10625969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10625969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W4372346854","https://openalex.org/W4375869350","https://openalex.org/W4385972072","https://openalex.org/W4387378260","https://openalex.org/W4392910587","https://openalex.org/W4401014184","https://openalex.org/W6838662218"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055"],"abstract_inverted_index":{"Relating":[0],"speech":[1,27,36,47,58],"to":[2,19,42,46,95],"EEG":[3,24,44,89],"holds":[4],"considerable":[5],"importance":[6],"but":[7],"is":[8,99],"challenging.":[9],"In":[10],"this":[11],"study,":[12],"a":[13],"deep":[14],"convolutional":[15],"network":[16],"was":[17,40,74,79],"employed":[18],"extract":[20],"spatiotemporal":[21],"features":[22,45],"from":[23],"data.":[25],"Self-supervised":[26],"representation":[28,59],"and":[29,60,67,76],"contextual":[30,61],"text":[31,62],"embedding":[32],"were":[33],"used":[34,41],"as":[35,81],"features.":[37,48],"Contrastive":[38],"learning":[39],"relate":[43],"The":[49,93],"experimental":[50],"results":[51],"demonstrate":[52],"the":[53,77,87],"benefits":[54],"of":[55,72,86],"using":[56],"self-supervised":[57],"embedding.":[63],"Through":[64],"feature":[65],"fusion":[66],"model":[68],"ensemble,":[69],"an":[70],"accuracy":[71],"60.29%":[73],"achieved,":[75],"performance":[78],"ranked":[80],"No.2":[82],"in":[83],"Task":[84],"1":[85],"Auditory":[88],"Challenge":[90],"(ICASSP":[91],"2024).":[92],"code":[94],"implement":[96],"our":[97],"work":[98],"available":[100],"on":[101],"Github:":[102],"https://github.com/bobwangPKU/EEG-Stimulus-Match-Mismatch.":[103]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
