{"id":"https://openalex.org/W4394879572","doi":"https://doi.org/10.3390/info15040224","title":"Violin Music Emotion Recognition with Fusion of CNN\u2013BiGRU and Attention Mechanism","display_name":"Violin Music Emotion Recognition with Fusion of CNN\u2013BiGRU and Attention Mechanism","publication_year":2024,"publication_date":"2024-04-16","ids":{"openalex":"https://openalex.org/W4394879572","doi":"https://doi.org/10.3390/info15040224"},"language":"en","primary_location":{"id":"doi:10.3390/info15040224","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040224","pdf_url":"https://www.mdpi.com/2078-2489/15/4/224/pdf?version=1713336933","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/15/4/224/pdf?version=1713336933","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078011349","display_name":"Sihan Ma","orcid":"https://orcid.org/0000-0001-8548-8209"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sihan Ma","raw_affiliation_strings":["Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China;"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China;","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013306597","display_name":"Ruohua Zhou","orcid":"https://orcid.org/0000-0002-2956-0680"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruohua Zhou","raw_affiliation_strings":["Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China;"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China;","institution_ids":["https://openalex.org/I62853816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013306597"],"corresponding_institution_ids":["https://openalex.org/I62853816"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.4942,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81072977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":"4","first_page":"224","last_page":"224"},"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":0.9993000030517578,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/violin","display_name":"Violin","score":0.9394615292549133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48361077904701233},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4789488911628723},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40666061639785767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3821337819099426},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.364515095949173},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.14019331336021423},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09717848896980286}],"concepts":[{"id":"https://openalex.org/C129554576","wikidata":"https://www.wikidata.org/wiki/Q8355","display_name":"Violin","level":2,"score":0.9394615292549133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48361077904701233},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4789488911628723},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40666061639785767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3821337819099426},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.364515095949173},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.14019331336021423},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09717848896980286},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info15040224","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040224","pdf_url":"https://www.mdpi.com/2078-2489/15/4/224/pdf?version=1713336933","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4d261d9def8446fdab69298770deeae7","is_oa":true,"landing_page_url":"https://doaj.org/article/4d261d9def8446fdab69298770deeae7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 15, Iss 4, p 224 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info15040224","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15040224","pdf_url":"https://www.mdpi.com/2078-2489/15/4/224/pdf?version=1713336933","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4394879572.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1539620591","https://openalex.org/W2002055708","https://openalex.org/W2087407704","https://openalex.org/W2116373735","https://openalex.org/W2147885545","https://openalex.org/W2149628368","https://openalex.org/W2164480306","https://openalex.org/W2191779130","https://openalex.org/W2403076886","https://openalex.org/W2592535880","https://openalex.org/W2619697695","https://openalex.org/W2959546144","https://openalex.org/W2963978237","https://openalex.org/W3019821141","https://openalex.org/W3032122114","https://openalex.org/W3041508568","https://openalex.org/W3189205145","https://openalex.org/W3213457043","https://openalex.org/W4223606270","https://openalex.org/W6786465516","https://openalex.org/W6803595723"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3005665219","https://openalex.org/W2377398662","https://openalex.org/W2333469993","https://openalex.org/W2022759485","https://openalex.org/W656498565","https://openalex.org/W2036805226","https://openalex.org/W639295560","https://openalex.org/W2371135719"],"abstract_inverted_index":{"Music":[0],"emotion":[1,57,97,137],"recognition":[2,58,138],"has":[3,32],"garnered":[4],"significant":[5],"interest":[6],"in":[7,37,75,112,139],"recent":[8],"years,":[9],"as":[10],"the":[11,44,70,86,104,109,134],"emotions":[12],"expressed":[13],"through":[14],"music":[15,56,96],"can":[16],"profoundly":[17],"enhance":[18],"our":[19],"understanding":[20],"of":[21,40,46,72,120,136],"its":[22,28],"deeper":[23],"meanings.":[24],"The":[25,124],"violin,":[26],"with":[27],"distinctive":[29],"emotional":[30,73,110],"expressiveness,":[31],"become":[33],"a":[34,51,64,92,146],"focal":[35],"point":[36],"this":[38],"field":[39],"research.":[41,151],"To":[42],"address":[43],"scarcity":[45],"specialized":[47,79],"data,":[48],"we":[49,84],"developed":[50],"dataset":[52,62,126],"specifically":[53],"for":[54,69,95,132,149],"violin":[55,76,113,140],"named":[59],"VioMusic.":[60],"This":[61],"offers":[63],"precise":[65],"and":[66,81,122,145],"comprehensive":[67],"platform":[68],"analysis":[71],"expressions":[74],"music,":[77,114,141],"featuring":[78],"samples":[80],"evaluations.":[82],"Moreover,":[83],"implemented":[85],"CNN\u2013BiGRU\u2013Attention":[87],"(CBA)":[88],"model":[89,106],"to":[90,128],"establish":[91],"baseline":[93],"system":[94],"recognition.":[98],"Our":[99],"experimental":[100],"findings":[101],"show":[102],"that":[103],"CBA":[105],"effectively":[107],"captures":[108],"nuances":[111],"achieving":[115],"mean":[116],"absolute":[117],"errors":[118],"(MAE)":[119],"0.124":[121],"0.129.":[123],"VioMusic":[125],"proves":[127],"be":[129],"highly":[130],"practical":[131],"advancing":[133],"study":[135],"providing":[142],"valuable":[143],"insights":[144],"robust":[147],"framework":[148],"future":[150]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}