{"id":"https://openalex.org/W6892421252","doi":"https://doi.org/10.5281/zenodo.10265257","title":"Decoding Drums, Instrumentals, Vocals, and Mixed Sources in Music Using Human Brain Activity With fMRI","display_name":"Decoding Drums, Instrumentals, Vocals, and Mixed Sources in Music Using Human Brain Activity With fMRI","publication_year":2023,"publication_date":"2023-11-04","ids":{"openalex":"https://openalex.org/W6892421252","doi":"https://doi.org/10.5281/zenodo.10265257"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.10265257","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10265257","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.10265257","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Vincent K. M. Cheung","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vincent K. M. Cheung","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Lana Okuma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lana Okuma","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kazuhisa Shibata","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kazuhisa Shibata","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kosetsu Tsukuda","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kosetsu Tsukuda","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Masataka Goto","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masataka Goto","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Shinichi Furuya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shinichi Furuya","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27558509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10788","display_name":"Neuroscience and Music Perception","score":0.6855000257492065,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.6855000257492065,"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/T11309","display_name":"Music and Audio Processing","score":0.125900000333786,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.040300000458955765,"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/decoding-methods","display_name":"Decoding methods","score":0.7379000186920166},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6930999755859375},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.5774000287055969},{"id":"https://openalex.org/keywords/auditory-cortex","display_name":"Auditory cortex","score":0.5424000024795532},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.5335999727249146},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5141000151634216},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42500001192092896},{"id":"https://openalex.org/keywords/human-brain","display_name":"Human brain","score":0.41609999537467957},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.41600000858306885}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7379000186920166},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6930999755859375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5902000069618225},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.5774000287055969},{"id":"https://openalex.org/C2780297895","wikidata":"https://www.wikidata.org/wiki/Q18676","display_name":"Auditory cortex","level":2,"score":0.5424000024795532},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.5335999727249146},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5141000151634216},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5115000009536743},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4260999858379364},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42500001192092896},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.41609999537467957},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41600000858306885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41499999165534973},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.4090999960899353},{"id":"https://openalex.org/C2984127161","wikidata":"https://www.wikidata.org/wiki/Q969316","display_name":"Neural activity","level":2,"score":0.3917999863624573},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.37619999051094055},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3506999909877777},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C206118826","wikidata":"https://www.wikidata.org/wiki/Q3841682","display_name":"Multiple signal classification","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C73208851","wikidata":"https://www.wikidata.org/wiki/Q5157303","display_name":"Computational auditory scene analysis","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.2621999979019165},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C129564537","wikidata":"https://www.wikidata.org/wiki/Q1460873","display_name":"Neural correlates of consciousness","level":3,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.10265257","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10265257","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.5281/zenodo.10265257","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10265257","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5549125671386719}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Brain":[0],"decoding":[1,48],"allows":[2],"the":[3,24,31,123,133],"read-out":[4],"of":[5,35,69,80,109,125,135],"stimulus":[6],"and":[7,13,66,99,111,131,145],"mental":[8],"content":[9],"from":[10,49,76],"neural":[11,50,93,107,137],"activity,":[12],"has":[14,38],"been":[15,40],"utilised":[16],"in":[17],"various":[18],"neural-driven":[19],"classification":[20,37,89],"tasks":[21],"related":[22],"to":[23],"music":[25,129,141],"information":[26,127],"retrieval":[27],"community.":[28],"However,":[29],"even":[30],"relatively":[32],"simple":[33],"task":[34],"instrument":[36],"only":[39],"demonstrated":[41],"for":[42],"single-":[43],"or":[44],"few-note":[45],"stimuli":[46,72],"when":[47],"data":[51],"recorded":[52,85],"using":[53,86,136],"functional":[54],"magnetic":[55],"resonance":[56],"imaging":[57],"(fMRI).":[58],"Here,":[59],"we":[60],"show":[61],"that":[62],"drums,":[63],"instrumentals,":[64],"vocals,":[65],"mixed":[67,112],"sources":[68],"naturalistic":[70],"musical":[71],"can":[73],"be":[74],"decoded":[75],"single-trial":[77],"spatial":[78],"patterns":[79],"auditory":[81],"cortex":[82],"activation":[83],"as":[84],"fMRI.":[87],"Comparing":[88],"based":[90],"on":[91],"convolutional":[92],"networks":[94],"(CNN),":[95],"random":[96],"forests":[97],"(RF),":[98],"support":[100],"vector":[101],"machines":[102],"(SVM)":[103],"further":[104],"revealed":[105],"similar":[106],"encoding":[108],"vocals":[110,115],"sources,":[113],"despite":[114],"being":[116],"most":[117],"easily":[118],"identifiable.":[119],"These":[120],"results":[121],"highlight":[122],"prominence":[124],"vocal":[126],"during":[128],"perception,":[130],"illustrate":[132],"potential":[134],"representations":[138],"towards":[139],"evaluating":[140],"source":[142],"separation":[143],"performance":[144],"informing":[146],"future":[147],"algorithm":[148],"design.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}