{"id":"https://openalex.org/W7140085853","doi":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2","title":"LabelBuddy: An Open Source Music and Audio Language Annotation Tagging Tool Using AI Assistance","display_name":"LabelBuddy: An Open Source Music and Audio Language Annotation Tagging Tool Using AI Assistance","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140085853","doi":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2026.nlp4musa-1.2","doi":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2","pdf_url":"https://aclanthology.org/2026.nlp4musa-1.2.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on NLP for Music and Audio (NLP4MusA 2026)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.nlp4musa-1.2.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128094026","display_name":"Ioannis Prokopiou","orcid":"https://orcid.org/0009-0004-4425-9249","observed_orcids":["https://orcid.org/0009-0004-4425-9249"]},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Prokopiou","raw_affiliation_strings":["Athens University of Economics and Business , 2 Orfium ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens University of Economics and Business , 2 Orfium ,","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003252619","display_name":"Ioannis Sina","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Sina","raw_affiliation_strings":["University of Patras ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras ,","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013812809","display_name":"Agisilaos Kounelis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Agisilaos Kounelis","raw_affiliation_strings":["University of Patras ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras ,","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048033327","display_name":"Pantelis Vikatos","orcid":"https://orcid.org/0000-0003-1573-5125","observed_orcids":["https://orcid.org/0000-0003-1573-5125"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pantelis Vikatos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061939508","display_name":"Themos Stafylakis","orcid":"https://orcid.org/0000-0002-9227-3588","observed_orcids":["https://orcid.org/0000-0002-9227-3588"]},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Themos Stafylakis","raw_affiliation_strings":["Archimedes/Athena R.C. ,","Athens University of Economics and Business , 2 Orfium ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Archimedes/Athena R.C. ,","institution_ids":[]},{"raw_affiliation_string":"Athens University of Economics and Business , 2 Orfium ,","institution_ids":["https://openalex.org/I73142707"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13946642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9945999979972839,"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":0.9945999979972839,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.0017000000225380063,"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"}},{"id":"https://openalex.org/T13623","display_name":"Linguistic Studies and Language Acquisition","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/music-annotation","display_name":"music annotation","score":0.8019999861717224},{"id":"https://openalex.org/keywords/audio-annotation","display_name":"audio annotation","score":0.9100000262260437},{"id":"https://openalex.org/keywords/open-source-software","display_name":"open source software","score":0.7160000205039978},{"id":"https://openalex.org/keywords/ai-assisted-annotation","display_name":"AI-assisted annotation","score":0.8320000171661377},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"music information retrieval","score":0.5189999938011169}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7383999824523926},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6442000269889832},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5162000060081482},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49239999055862427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42239999771118164},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38370001316070557},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3504999876022339},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3034999966621399},{"id":"https://openalex.org/C2993776861","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Open domain","level":3,"score":0.2815999984741211},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.28029999136924744},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.271699994802475},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C2983685735","wikidata":"https://www.wikidata.org/wiki/Q5227355","display_name":"Data source","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.nlp4musa-1.2","doi":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2","pdf_url":"https://aclanthology.org/2026.nlp4musa-1.2.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on NLP for Music and Audio (NLP4MusA 2026)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.nlp4musa-1.2","doi":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.nlp4musa-1.2","pdf_url":"https://aclanthology.org/2026.nlp4musa-1.2.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Workshop on NLP for Music and Audio (NLP4MusA 2026)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1595264301","display_name":null,"funder_award_id":"101214389","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G8957323349","display_name":"An agentic, multi-layer, GenAI-powered backbone to make an AI system explainable, accountable, and transparent","funder_award_id":"101214389","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140085853.pdf","grobid_xml":"https://content.openalex.org/works/W7140085853.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3086118012","https://openalex.org/W3171815922","https://openalex.org/W3205612304","https://openalex.org/W2986453553","https://openalex.org/W1015046440","https://openalex.org/W2293269068","https://openalex.org/W3019185732","https://openalex.org/W4403382754","https://openalex.org/W3027851127","https://openalex.org/W7096390594"],"abstract_inverted_index":{"The":[0],"advancement":[1],"of":[2,33,37,42],"Machine":[3],"learning":[4],"(ML),":[5],"Large":[6],"Audio":[7],"Language":[8],"Models":[9],"(LALMs),":[10],"and":[11,67,102,108],"autonomous":[12],"AI":[13],"agents":[14,107],"in":[15,85],"Music":[16],"Information":[17],"Retrieval":[18],"(MIR)":[19],"necessitates":[20],"a":[21,46,103],"shift":[22],"from":[23,76],"static":[24,70],"tagging":[25],"to":[26,60,83],"rich,":[27],"human-aligned":[28],"representation":[29],"learning.However,":[30],"the":[31,39,62,74,92],"scarcity":[32],"open-source":[34,53],"infrastructure":[35],"capable":[36],"capturing":[38],"subjective":[40],"nuances":[41],"audio":[43,56],"annotation":[44,57],"remains":[45],"critical":[47],"bottleneck.This":[48],"paper":[49],"introduces":[50],"LabelBuddy,":[51],"an":[52],"collaborative":[54],"auto-tagging":[55],"tool":[58],"designed":[59],"bridge":[61],"gap":[63],"between":[64],"human":[65],"intent":[66],"machine":[68],"understanding.Unlike":[69],"tools,":[71],"it":[72],"decouples":[73],"interface":[75],"inference":[77],"via":[78],"containerized":[79,99],"backends,":[80],"allowing":[81],"users":[82],"plug":[84],"custom":[86],"models":[87],"for":[88,105],"AI-assisted":[89],"pre-annotation.We":[90],"describe":[91],"system":[93],"architecture,":[94],"which":[95],"supports":[96],"multi-user":[97],"consensus,":[98],"model":[100],"isolation,":[101],"roadmap":[104],"extending":[106],"LALMs.":[109]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-03-10T00:00:00"}
