{"id":"https://openalex.org/W2032018075","doi":"https://doi.org/10.1080/08839514.2015.1016389","title":"Music Emotion Recognition with Standard and Melodic Audio Features","display_name":"Music Emotion Recognition with Standard and Melodic Audio Features","publication_year":2015,"publication_date":"2015-04-18","ids":{"openalex":"https://openalex.org/W2032018075","doi":"https://doi.org/10.1080/08839514.2015.1016389","mag":"2032018075"},"language":"en","primary_location":{"id":"doi:10.1080/08839514.2015.1016389","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08839514.2015.1016389","pdf_url":null,"source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10316/94384","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059889398","display_name":"Renato Panda","orcid":"https://orcid.org/0000-0003-2539-5590"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Renato Panda","raw_affiliation_strings":["CISUC, Dept. of Informatics Engineering, Univ. of Coimbra, Coimbra, Portugal#TAB#"],"affiliations":[{"raw_affiliation_string":"CISUC, Dept. of Informatics Engineering, Univ. of Coimbra, Coimbra, Portugal#TAB#","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041369043","display_name":"Bruno Rocha","orcid":"https://orcid.org/0000-0003-1643-667X"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Rocha","raw_affiliation_strings":["CISUC, Dept. of Informatics Engineering, Univ. of Coimbra, Coimbra, Portugal#TAB#"],"affiliations":[{"raw_affiliation_string":"CISUC, Dept. of Informatics Engineering, Univ. of Coimbra, Coimbra, Portugal#TAB#","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038315186","display_name":"Rui Pedro Paiva","orcid":"https://orcid.org/0000-0003-3215-3960"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Pedro Paiva","raw_affiliation_strings":["CISUC, Dept. of Informatics Engineering, Univ. of Coimbra, Coimbra, Portugal#TAB#"],"affiliations":[{"raw_affiliation_string":"CISUC, Dept. of Informatics Engineering, Univ. of Coimbra, Coimbra, Portugal#TAB#","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059889398"],"corresponding_institution_ids":["https://openalex.org/I76903346"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":3.4463,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.93196129,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":"4","first_page":"313","last_page":"334"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9977999925613403,"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":0.9976000189781189,"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/melody","display_name":"Melody","score":0.908381462097168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8445015549659729},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6349023580551147},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5820795297622681},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5232721567153931},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4821207523345947},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4731791317462921},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4642895460128784},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.45232826471328735},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.4209993779659271}],"concepts":[{"id":"https://openalex.org/C43803900","wikidata":"https://www.wikidata.org/wiki/Q170412","display_name":"Melody","level":3,"score":0.908381462097168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8445015549659729},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6349023580551147},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5820795297622681},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5232721567153931},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4821207523345947},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4731791317462921},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4642895460128784},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.45232826471328735},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.4209993779659271},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/08839514.2015.1016389","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08839514.2015.1016389","pdf_url":null,"source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:estudogeral.sib.uc.pt:10316/94384","is_oa":true,"landing_page_url":"http://hdl.handle.net/10316/94384","pdf_url":null,"source":{"id":"https://openalex.org/S4306402070","display_name":"Estudo Geral (Universidad de Coimbra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I76903346","host_organization_name":"University of Coimbra","host_organization_lineage":["https://openalex.org/I76903346"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:estudogeral.sib.uc.pt:10316/94384","is_oa":true,"landing_page_url":"http://hdl.handle.net/10316/94384","pdf_url":null,"source":{"id":"https://openalex.org/S4306402070","display_name":"Estudo Geral (Universidad de Coimbra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I76903346","host_organization_name":"University of Coimbra","host_organization_lineage":["https://openalex.org/I76903346"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/coar/resource_type/c_6501"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W24912070","https://openalex.org/W41198089","https://openalex.org/W103423544","https://openalex.org/W179394430","https://openalex.org/W181304695","https://openalex.org/W277355160","https://openalex.org/W395933519","https://openalex.org/W658341431","https://openalex.org/W1483976196","https://openalex.org/W1500895378","https://openalex.org/W1528099392","https://openalex.org/W1566337733","https://openalex.org/W1581879603","https://openalex.org/W1586146562","https://openalex.org/W1866281937","https://openalex.org/W1966797434","https://openalex.org/W1973717998","https://openalex.org/W1976069042","https://openalex.org/W1988060680","https://openalex.org/W2045456197","https://openalex.org/W2052866566","https://openalex.org/W2101252291","https://openalex.org/W2103662883","https://openalex.org/W2133990480","https://openalex.org/W2135475818","https://openalex.org/W2135949113","https://openalex.org/W2148600927","https://openalex.org/W2149628368","https://openalex.org/W2154611638","https://openalex.org/W2171770233","https://openalex.org/W2171848217","https://openalex.org/W2257074395","https://openalex.org/W2293932197","https://openalex.org/W2293996892","https://openalex.org/W2316918280","https://openalex.org/W2405190343","https://openalex.org/W2604292070","https://openalex.org/W2609300858","https://openalex.org/W3041281612","https://openalex.org/W3129824823","https://openalex.org/W3146222330","https://openalex.org/W3184697466","https://openalex.org/W3217467030","https://openalex.org/W4285719527","https://openalex.org/W4386908759"],"related_works":["https://openalex.org/W1908769745","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W2039049596","https://openalex.org/W2144131839","https://openalex.org/W2092287538","https://openalex.org/W3012755723","https://openalex.org/W2023541445","https://openalex.org/W4243499289","https://openalex.org/W2291136386"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,22],"novel":[3],"approach":[4],"to":[5,28],"music":[6],"emotion":[7],"recognition":[8],"by":[9],"combining":[10],"standard":[11,43,66],"and":[12,44,50,79,88],"melodic":[13,46,61,78],"features":[14,47,62,76],"extracted":[15,49],"directly":[16],"from":[17],"audio.":[18,67],"To":[19],"this":[20],"end,":[21],"new":[23],"audio":[24],"dataset":[25],"organized":[26],"similarly":[27],"the":[29,40],"one":[30],"used":[31,51],"in":[32],"MIREX":[33],"mood":[34],"task":[35],"comparison":[36],"was":[37,82],"created.":[38],"From":[39],"data,":[41],"253":[42],"98":[45],"are":[48],"with":[52,73,84],"several":[53],"supervised":[54],"learning":[55],"techniques.":[56],"Results":[57],"show":[58],"that,":[59],"generally,":[60],"perform":[63],"better":[64],"than":[65],"The":[68],"best":[69],"result,":[70],"64%":[71],"f-measure,":[72],"only":[74],"11":[75],"(9":[77],"2":[80],"standard),":[81],"obtained":[83],"ReliefF":[85],"feature":[86],"selection":[87],"Support":[89],"Vector":[90],"Machines.":[91]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
