{"id":"https://openalex.org/W4416798102","doi":"https://doi.org/10.1109/access.2025.3638409","title":"Vivify\u2014Emotion Recognition and Music Recommendation Using Transformers","display_name":"Vivify\u2014Emotion Recognition and Music Recommendation Using Transformers","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416798102","doi":"https://doi.org/10.1109/access.2025.3638409"},"language":null,"primary_location":{"id":"doi:10.1109/access.2025.3638409","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3638409","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3638409","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bettina Shirley Richard","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bettina Shirley Richard","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120437432","display_name":"Bhuvana Jayaraman","orcid":"https://orcid.org/0000-0002-9328-6989"},"institutions":[{"id":"https://openalex.org/I916357946","display_name":"Sri Sivasubramaniya Nadar College of Engineering","ror":"https://ror.org/054psm803","country_code":null,"type":"education","lineage":["https://openalex.org/I916357946"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhuvana Jayaraman","raw_affiliation_strings":["Department of CSE, Sri Sivasubramaniya Nadar College of Engineering, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-9328-6989","affiliations":[{"raw_affiliation_string":"Department of CSE, Sri Sivasubramaniya Nadar College of Engineering, Chennai, India","institution_ids":["https://openalex.org/I916357946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084918146","display_name":"R. Rajalakshmi","orcid":"https://orcid.org/0000-0002-6570-483X"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ratnavel Rajalakshmi","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-6570-483X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015605076","display_name":"Dhivya Chinnappa","orcid":"https://orcid.org/0000-0002-8318-3337"},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dhivya Chinnappa","raw_affiliation_strings":["JPMorganChase and Co., Plano, TX, USA","JP Morgan Chase Co, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorganChase and Co., Plano, TX, USA","institution_ids":["https://openalex.org/I1305429384"]},{"raw_affiliation_string":"JP Morgan Chase Co, Texas, USA","institution_ids":["https://openalex.org/I1305429384"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37560666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"204894","last_page":"204907"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.6180999875068665,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.6180999875068665,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.054499998688697815,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.04039999842643738,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/personalization","display_name":"Personalization","score":0.6812999844551086},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.49070000648498535},{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.48739999532699585},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4555000066757202},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.34299999475479126},{"id":"https://openalex.org/keywords/user-engagement","display_name":"User engagement","score":0.3416999876499176},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.3357999920845032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174999713897705},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6812999844551086},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.49070000648498535},{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.48739999532699585},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4555000066757202},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.44600000977516174},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37209999561309814},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3720000088214874},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C2780583480","wikidata":"https://www.wikidata.org/wiki/Q1366327","display_name":"Tone (literature)","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C3017893058","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"User satisfaction","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C10864753","wikidata":"https://www.wikidata.org/wiki/Q4353948","display_name":"Music and emotion","level":4,"score":0.272599995136261},{"id":"https://openalex.org/C146902061","wikidata":"https://www.wikidata.org/wiki/Q476590","display_name":"Music psychology","level":3,"score":0.26589998602867126},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.26190000772476196},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/access.2025.3638409","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3638409","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3638409","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3638409","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1926942958","https://openalex.org/W1979793891","https://openalex.org/W1983917076","https://openalex.org/W2105745664","https://openalex.org/W2121460038","https://openalex.org/W2149628368","https://openalex.org/W2581155825","https://openalex.org/W2741036097","https://openalex.org/W2811282408","https://openalex.org/W2954477390","https://openalex.org/W2991136969","https://openalex.org/W3000044483","https://openalex.org/W3042803450","https://openalex.org/W3096716485","https://openalex.org/W3128513378","https://openalex.org/W3142289085","https://openalex.org/W3201691654","https://openalex.org/W3206645997","https://openalex.org/W4212858574","https://openalex.org/W4223957608","https://openalex.org/W4283166263","https://openalex.org/W4293518855","https://openalex.org/W4313294746","https://openalex.org/W4321105107","https://openalex.org/W4401046844","https://openalex.org/W4409536432"],"related_works":[],"abstract_inverted_index":{"Music":[0],"and":[1,59,75,90,113,142,155,168,175,185,198,205],"literature":[2],"are":[3],"powerful":[4],"mediums":[5],"capable":[6],"of":[7,12,20,32,39,87,115,124,138,157],"evoking":[8],"a":[9,40,52,133,196],"wide":[10],"range":[11],"emotions.":[13],"This":[14,193],"research":[15],"combines":[16],"these":[17],"two":[18],"forms":[19],"art":[21],"to":[22,34,46,50,119],"provide":[23],"an":[24],"immersive":[25,199],"reading":[26,159,200],"experience":[27,201],"by":[28],"exploring":[29],"the":[30,36,48,57,60,84,88,116,121,125,150,158,170,188],"use":[31],"music":[33,78,94,118,180],"enhance":[35],"emotional":[37,54,85,206],"impact":[38],"book.":[41],"The":[42,128,146],"primary":[43],"aim":[44],"is":[45,66,173],"help":[47],"reader":[49,58,203],"develop":[51],"deeper":[53],"connection":[55],"between":[56],"text.":[61],"A":[62,98],"novel":[63],"framework,":[64],"Vivify":[65,81,130,151],"proposed":[67,126,129,171],"that":[68,149],"uses":[69],"RoBerTa":[70],"for":[71,77,140,144],"text":[72,89,141],"emotion":[73,79],"recognition":[74],"LSTM":[76],"recognition.":[80],"system":[82,152,172],"anlyses":[83],"tone":[86],"recommends":[91],"congruent":[92],"background":[93,179],"using":[95],"Cosine":[96],"similarity.":[97],"user":[99],"satisfaction":[100],"survey":[101],"with":[102,202],"63":[103],"participants":[104],"was":[105],"conducted":[106],"on":[107,178,183],"three":[108],"criteria":[109],"namely,":[110],"satisfaction,":[111],"engagement":[112,156,204],"congruence":[114],"recommended":[117],"evaluate":[120],"holistic":[122],"performance":[123],"system.":[127],"has":[131],"achieved":[132],"Mean":[134],"Absolute":[135],"Error":[136],"(MAE)":[137],"0.1275":[139],"0.3110":[143],"music.":[145],"results":[147],"show":[148],"enhances":[153],"personalization":[154],"activity":[160],"which":[161],"can":[162],"be":[163],"effectively":[164],"used":[165],"in":[166],"education":[167],"entertainment.":[169],"language-independent":[174],"focuses":[176],"only":[177],"rather":[181],"than":[182],"lyrics":[184],"thereby":[186],"ensuring":[187],"suitability":[189],"across":[190],"linguistic":[191],"contexts.":[192],"approach":[194],"facilitates":[195],"personalized":[197],"connection.":[207]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-11-28T00:00:00"}