{"id":"https://openalex.org/W2902529584","doi":"https://doi.org/10.1109/mmsp.2018.8547051","title":"Decoding Music in the Human Brain Using EEG Data","display_name":"Decoding Music in the Human Brain Using EEG Data","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2902529584","doi":"https://doi.org/10.1109/mmsp.2018.8547051","mag":"2902529584"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2018.8547051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2018.8547051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP)","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/A5005372369","display_name":"Chris Foster","orcid":"https://orcid.org/0000-0002-4754-3577"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chris Foster","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034750259","display_name":"Dhanush Dharmaretnam","orcid":null},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dhanush Dharmaretnam","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110133782","display_name":"Haoyan Xu","orcid":"https://orcid.org/0009-0005-3103-8639"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Haoyan Xu","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085831385","display_name":"Alona Fyshe","orcid":"https://orcid.org/0000-0003-4367-0306"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alona Fyshe","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010445045","display_name":"George Tzanetakis","orcid":"https://orcid.org/0000-0002-6844-7912"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"George Tzanetakis","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":0.7216,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70270617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9997000098228455,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9941999912261963,"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":0.7545924782752991},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5578373074531555},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5461968779563904},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5341704487800598},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.533611536026001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5287796258926392},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5182685256004333},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5172551274299622},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4657752215862274},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.46076512336730957},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44456902146339417},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.4326298236846924},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.21594983339309692},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1780627965927124},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.1347174346446991}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7545924782752991},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5578373074531555},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5461968779563904},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5341704487800598},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.533611536026001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5287796258926392},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5182685256004333},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5172551274299622},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4657752215862274},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.46076512336730957},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44456902146339417},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.4326298236846924},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.21594983339309692},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1780627965927124},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.1347174346446991},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmsp.2018.8547051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2018.8547051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1980592753","https://openalex.org/W2008950211","https://openalex.org/W2160654481","https://openalex.org/W2168217710","https://openalex.org/W2191779130","https://openalex.org/W2295532525","https://openalex.org/W2335841209","https://openalex.org/W2414894569","https://openalex.org/W2415399965","https://openalex.org/W2538521505","https://openalex.org/W2563767109","https://openalex.org/W2600638094","https://openalex.org/W2615013209","https://openalex.org/W2624856358","https://openalex.org/W2632654127","https://openalex.org/W2739745468","https://openalex.org/W2772946543","https://openalex.org/W2775816866","https://openalex.org/W2950577311","https://openalex.org/W4394672129","https://openalex.org/W6696915628","https://openalex.org/W6703310998","https://openalex.org/W6735387942","https://openalex.org/W6746265271","https://openalex.org/W6903914253"],"related_works":["https://openalex.org/W2317723112","https://openalex.org/W2368824897","https://openalex.org/W1508050556","https://openalex.org/W1910862367","https://openalex.org/W2379365082","https://openalex.org/W2370747590","https://openalex.org/W2030109976","https://openalex.org/W2369260257","https://openalex.org/W2389120450","https://openalex.org/W55249799"],"abstract_inverted_index":{"Semantic":[0],"vectors,":[1],"or":[2],"language":[3,12,27,49],"embeddings,":[4],"are":[5],"used":[6,95],"in":[7,37,50,127],"computational":[8,128],"linguistics":[9],"to":[10,23,69,91,115],"represent":[11],"for":[13,96],"a":[14],"variety":[15],"of":[16,48,88,112],"machine":[17],"related":[18],"tasks":[19],"including":[20],"translation,":[21],"speech":[22],"text,":[24],"and":[25,76,99,117,140],"natural":[26],"understanding.":[28],"These":[29],"semantic":[30,125],"vectors":[31,59,121,126],"have":[32,66],"also":[33],"been":[34,67,83],"extensively":[35],"studied":[36],"correlation":[38],"with":[39,60],"human":[40,52,73],"brain":[41,53,74,138],"data,":[42],"showing":[43],"evidence":[44],"that":[45,85],"the":[46,51,72,106,109,118,124,137],"representation":[47],"can":[54,93],"be":[55,94],"modeled":[56,122],"through":[57],"these":[58],"high":[61],"correlation.":[62],"Further,":[63],"various":[64],"attempts":[65],"made":[68],"study":[70],"how":[71,136],"represents":[75],"understands":[77,141],"music.":[78,142],"For":[79],"example,":[80],"it":[81],"has":[82],"shown":[84],"EEG":[86,110],"data":[87,111],"subjects":[89,113],"listening":[90,114],"music":[92],"tempo":[97],"detection":[98],"singer":[100],"gender":[101],"recognition.":[102],"We":[103],"propose":[104],"studying":[105],"relationship":[107],"between":[108],"audio":[116,119],"feature":[120],"after":[123],"linguistics.":[129],"This":[130],"could":[131],"provide":[132],"new":[133],"insight":[134],"into":[135],"processes":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
