{"id":"https://openalex.org/W2397344988","doi":null,"title":"Connecting the Perception of Emotion to Music Signals","display_name":"Connecting the Perception of Emotion to Music Signals","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2397344988","mag":"2397344988"},"language":"en","primary_location":{"id":"pmh:oai:mountainscholar.org:10976/166583","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10976/166583","pdf_url":null,"source":{"id":"https://openalex.org/S4306402292","display_name":"Digital Collections of Colorado (Colorado State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I92446798","host_organization_name":"Colorado State University","host_organization_lineage":["https://openalex.org/I92446798"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5013964848","display_name":"Pamela A. Wood","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wood, Pamela A.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5013964848"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04698497,"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":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.8295999765396118,"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":0.8295999765396118,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.15060000121593475,"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"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.010300000198185444,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/music-emotion-perception","display_name":"music emotion perception","score":0.8730000257492065},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"emotion classification","score":0.3919999897480011},{"id":"https://openalex.org/keywords/partial-least-squares","display_name":"partial least squares","score":0.8759999871253967},{"id":"https://openalex.org/keywords/orchestral-music","display_name":"orchestral music","score":0.8610000014305115}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7000540494918823},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5310220122337341},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.47138458490371704},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.4112618863582611},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32168325781822205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23572173714637756},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:mountainscholar.org:10976/166583","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10976/166583","pdf_url":null,"source":{"id":"https://openalex.org/S4306402292","display_name":"Digital Collections of Colorado (Colorado State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I92446798","host_organization_name":"Colorado State University","host_organization_lineage":["https://openalex.org/I92446798"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W189408774","https://openalex.org/W207683342","https://openalex.org/W751684614","https://openalex.org/W1477632190","https://openalex.org/W1486260793","https://openalex.org/W1507901999","https://openalex.org/W1529972356","https://openalex.org/W1549998098","https://openalex.org/W1570448133","https://openalex.org/W1591470100","https://openalex.org/W1666229076","https://openalex.org/W1781794689","https://openalex.org/W1974760327","https://openalex.org/W1979955134","https://openalex.org/W1981903823","https://openalex.org/W1983507146","https://openalex.org/W1990298425","https://openalex.org/W2006533296","https://openalex.org/W2007178835","https://openalex.org/W2034682623","https://openalex.org/W2046255764","https://openalex.org/W2047866469","https://openalex.org/W2061504941","https://openalex.org/W2061935394","https://openalex.org/W2076954995","https://openalex.org/W2080223458","https://openalex.org/W2083817706","https://openalex.org/W2087407704","https://openalex.org/W2108488321","https://openalex.org/W2121938245","https://openalex.org/W2126302787","https://openalex.org/W2129668876","https://openalex.org/W2133990480","https://openalex.org/W2138695073","https://openalex.org/W2158863190","https://openalex.org/W2163293471","https://openalex.org/W2177226811","https://openalex.org/W2250745056","https://openalex.org/W2398831245","https://openalex.org/W2989567029","https://openalex.org/W3010414986","https://openalex.org/W6939298440"],"related_works":["https://openalex.org/W7039533424","https://openalex.org/W7130430810","https://openalex.org/W7207397781","https://openalex.org/W6995696266","https://openalex.org/W6983558261","https://openalex.org/W7128995684","https://openalex.org/W7130376883","https://openalex.org/W7130565780","https://openalex.org/W7013293511","https://openalex.org/W2890081186"],"abstract_inverted_index":{"Determining":[0],"the":[1,42,63,67,84,111,121,127,136,143,149,157,160,167,178,229,233,238,246,255,263,267,281,291,304,325,334,340],"emotional":[2,230],"impact":[3],"of":[4,83,220,232,321,327],"a":[5,28,51,92,102,106,117,197,278,328],"particular":[6],"musical":[7,37,52,64],"excerpt":[8,53,65],"can":[9],"be":[10,202,311],"challenging":[11],"when":[12],"dealing":[13],"with":[14],"human":[15],"perceptions.":[16],"It":[17,152],"is":[18,225,324],"not":[19,196],"possible":[20],"to":[21,61,90,133,191,204,218,241,261,286,293,308,310],"ensure":[22],"that":[23,77,155,219,227,275],"each":[24],"person":[25],"will":[26],"have":[27],"comparable":[29],"experience.":[30],"In":[31,214],"addition,":[32],"cultural":[33],"differences":[34],"may":[35],"influence":[36],"preference.":[38],"This":[39,259],"dissertation":[40],"studies":[41],"linear":[43,113,300,305],"relationship":[44,93,118],"between":[45,94],"signal":[46,96,138,162,175,330],"processing":[47],"data":[48,58,97,147,190,337],"extracted":[49],"from":[50],"and":[54,98,180,250,266],"user":[55],"perceived":[56,74,99,207],"emotion":[57,68,75,100,146,248],"in":[59,131,209,280],"order":[60,132],"classify":[62,287],"by":[66],"it":[69,224,296],"evokes.":[70],"When":[71],"using":[72,105,110],"only":[73],"ratings":[76],"fell":[78],"within":[79,101],"one":[80,212],"standard":[81],"deviation":[82],"mean":[85],"rating,":[86],"we":[87],"were":[88],"able":[89,203],"identify":[91,166],"music":[95,130,182,234,292,329,341],"single":[103,198],"genre":[104],"weighing":[107,176,199],"algorithm":[108,200],"generated":[109],"Weka":[112],"regression":[114],"classifier.":[115],"Once":[116],"was":[119,124,183,188],"identified,":[120],"same":[122],"process":[123],"run":[125],"on":[126],"marching":[128],"band":[129,150,161,181],"determine":[134],"if":[135],"orchestral":[137,158],"weightings":[139,163],"would":[140,164,201],"correctly":[141,165],"predict":[142,206],"ground":[144,170,335],"truth":[145,171,336],"for":[148,177,245,254,339],"music.":[151,288],"became":[153],"apparent":[154,226],"neither":[156],"nor":[159],"other":[168],"genre's":[169],"emotion.":[172],"A":[173],"combined":[174],"orchestra":[179],"more":[184,210,312],"successful":[185],"but":[186],"there":[187],"insufficient":[189],"conclusively":[192],"say":[193],"whether":[194],"or":[195],"accurately":[205],"emotions":[208],"than":[211,243,252,314],"genre.":[213],"comparing":[215],"our":[216],"results":[217],"[Eerola,":[221],"et":[222],"al.2009],":[223],"expanding":[228],"content":[231],"studied":[235],"significantly":[236],"reduced":[237],"correlation":[239],"coefficients":[240],"less":[242,251],"40\\\\%":[244],"eight":[247],"sliders":[249],"50\\\\%":[253],"energy":[256],"level":[257],"slider.":[258],"applied":[260],"both":[262],"Linear":[264],"Regression":[265],"Partial":[268],"Least":[269],"Squares":[270],"classification":[271],"algorithms.":[272],"We":[273],"believe":[274],"this":[276,322],"exposes":[277],"flaw":[279],"current":[282],"methods":[283],"being":[284],"employed":[285],"By":[289],"limiting":[290],"specific":[294],"emotions,":[295],"creates":[297],"an":[298],"artificially":[299],"input":[301],"dataset":[302],"causing":[303],"based":[306],"algorithms":[307],"appear":[309],"effective":[313],"they":[315],"actually":[316],"are.":[317],"An":[318],"important":[319],"outcome":[320],"research":[323],"creation":[326],"database":[331],"which":[332],"includes":[333],"collected":[338],"excerpts.":[342]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2025-10-10T00:00:00"}