{"id":"https://openalex.org/W2992634693","doi":"https://doi.org/10.1145/3356590.3356609","title":"Audio Emotion Recognition using Machine Learning to support Sound Design","display_name":"Audio Emotion Recognition using Machine Learning to support Sound Design","publication_year":2019,"publication_date":"2019-09-18","ids":{"openalex":"https://openalex.org/W2992634693","doi":"https://doi.org/10.1145/3356590.3356609","mag":"2992634693"},"language":"en","primary_location":{"id":"doi:10.1145/3356590.3356609","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3356590.3356609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5101493190","display_name":"Stuart Cunningham","orcid":"https://orcid.org/0000-0002-5348-7700"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Stuart Cunningham","raw_affiliation_strings":["Manchester Metropolitan University, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University, Manchester, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039868865","display_name":"Harrison Ridley","orcid":"https://orcid.org/0000-0001-5672-329X"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Harrison Ridley","raw_affiliation_strings":["Manchester Metropolitan University, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University, Manchester, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091314256","display_name":"Jonathan Weinel","orcid":"https://orcid.org/0000-0001-5347-3897"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan Weinel","raw_affiliation_strings":["Coventry University, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090039276","display_name":"Richard Picking","orcid":"https://orcid.org/0000-0002-1471-0914"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Picking","raw_affiliation_strings":["Wrexham Glynd\u0175r University, Wrexham, UK"],"affiliations":[{"raw_affiliation_string":"Wrexham Glynd\u0175r University, Wrexham, UK","institution_ids":["https://openalex.org/I184856343"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101493190"],"corresponding_institution_ids":["https://openalex.org/I11983389"],"apc_list":null,"apc_paid":null,"fwci":1.0015,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77306475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9937000274658203,"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/T10860","display_name":"Speech and Audio Processing","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5991913080215454},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5919821858406067},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.5637807250022888},{"id":"https://openalex.org/keywords/sound","display_name":"Sound (geography)","score":0.5580068826675415},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5227254033088684},{"id":"https://openalex.org/keywords/sound-design","display_name":"Sound design","score":0.4791618883609772},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4759865999221802},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44658616185188293},{"id":"https://openalex.org/keywords/music-and-emotion","display_name":"Music and emotion","score":0.4232706129550934},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39991188049316406},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.13912862539291382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5991913080215454},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5919821858406067},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.5637807250022888},{"id":"https://openalex.org/C203718221","wikidata":"https://www.wikidata.org/wiki/Q491713","display_name":"Sound (geography)","level":2,"score":0.5580068826675415},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5227254033088684},{"id":"https://openalex.org/C499572226","wikidata":"https://www.wikidata.org/wiki/Q1937950","display_name":"Sound design","level":3,"score":0.4791618883609772},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4759865999221802},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44658616185188293},{"id":"https://openalex.org/C10864753","wikidata":"https://www.wikidata.org/wiki/Q4353948","display_name":"Music and emotion","level":4,"score":0.4232706129550934},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39991188049316406},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.13912862539291382},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C82327399","wikidata":"https://www.wikidata.org/wiki/Q10590700","display_name":"Music history","level":3,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3356590.3356609","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3356590.3356609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound","raw_type":"proceedings-article"},{"id":"pmh:oai:e-space.mmu.ac.uk:628665","is_oa":false,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/c57ce8de964b0bb16e8cb1466d8f6dfc.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:gala.gre.ac.uk:34062","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401244","display_name":"Greenwich Academic Literature Archive (University of Greenwich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55060895","host_organization_name":"University of Greenwich","host_organization_lineage":["https://openalex.org/I55060895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W71547456","https://openalex.org/W128363437","https://openalex.org/W207683342","https://openalex.org/W216108723","https://openalex.org/W639221368","https://openalex.org/W1563682151","https://openalex.org/W1564089514","https://openalex.org/W1966797434","https://openalex.org/W1979602797","https://openalex.org/W2016171011","https://openalex.org/W2019098406","https://openalex.org/W2019948374","https://openalex.org/W2073396605","https://openalex.org/W2082664761","https://openalex.org/W2087070363","https://openalex.org/W2110465268","https://openalex.org/W2147324912","https://openalex.org/W2149628368","https://openalex.org/W2160109669","https://openalex.org/W2160691368","https://openalex.org/W2167557160","https://openalex.org/W2260696579","https://openalex.org/W2284196218","https://openalex.org/W2312367885","https://openalex.org/W2343847964","https://openalex.org/W2509286793","https://openalex.org/W2589969984","https://openalex.org/W2734580238","https://openalex.org/W2908647029","https://openalex.org/W2938558181","https://openalex.org/W4238756031","https://openalex.org/W4248594260","https://openalex.org/W4251569243"],"related_works":["https://openalex.org/W834067480","https://openalex.org/W3034447127","https://openalex.org/W2764176125","https://openalex.org/W1601941622","https://openalex.org/W1492446882","https://openalex.org/W2290344868","https://openalex.org/W2562063059","https://openalex.org/W3136976163","https://openalex.org/W3023922254","https://openalex.org/W4214853384"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,18,53],"field":[4],"of":[5,21,29,55],"Music":[6],"Emotion":[7,23],"Recognition":[8],"has":[9,14],"become":[10],"established.":[11],"Less":[12],"attention":[13],"been":[15],"directed":[16],"towards":[17],"counterpart":[19],"domain":[20],"Audio":[22],"Recognition,":[24],"which":[25],"focuses":[26],"upon":[27],"detection":[28],"emotional":[30,42],"stimuli":[31],"resulting":[32],"from":[33],"non-musical":[34],"sound.":[35],"By":[36],"better":[37],"understanding":[38],"how":[39],"sounds":[40],"provoke":[41],"responses":[43],"in":[44],"an":[45],"audience":[46],"it":[47],"may":[48],"be":[49],"possible":[50],"to":[51],"enhance":[52],"work":[54],"sound":[56],"designers.":[57]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
