{"id":"https://openalex.org/W4387878528","doi":"https://doi.org/10.3233/faia230675","title":"Zero-Shot Prediction for Emotion Recognition Using Deep Spectrum Features","display_name":"Zero-Shot Prediction for Emotion Recognition Using Deep Spectrum Features","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387878528","doi":"https://doi.org/10.3233/faia230675"},"language":"en","primary_location":{"id":"doi:10.3233/faia230675","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230675","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230675","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230675","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104187207","display_name":"Elena Ortega Beltr\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Elena Ortega Beltr\u00e1n","raw_affiliation_strings":["Universitat Oberta de Catalunya"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071231211","display_name":"Ismael Benito-Altamirano","orcid":"https://orcid.org/0000-0002-2504-6123"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ismael Benito-Altamirano","raw_affiliation_strings":["Universitat Oberta de Catalunya","Universitat de Barcelona, Departament d\u2019Enginyeria Electr\u00f2nica i Biom\u00e8dica"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya","institution_ids":["https://openalex.org/I138847295"]},{"raw_affiliation_string":"Universitat de Barcelona, Departament d\u2019Enginyeria Electr\u00f2nica i Biom\u00e8dica","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102973902","display_name":"Carles Ventura","orcid":"https://orcid.org/0000-0002-3055-339X"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carles Ventura","raw_affiliation_strings":["Universitat Oberta de Catalunya"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya","institution_ids":["https://openalex.org/I138847295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5104187207"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38484848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9958999752998352,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.989799976348877,"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/shot","display_name":"Shot (pellet)","score":0.7103550434112549},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6495150327682495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6475237607955933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6320029497146606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6068630218505859},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.574483335018158},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5454835891723633},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5158021450042725},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5069708824157715},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4590652287006378},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.45088210701942444},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.44071370363235474}],"concepts":[{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.7103550434112549},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6495150327682495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6475237607955933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6320029497146606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6068630218505859},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.574483335018158},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5454835891723633},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5158021450042725},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5069708824157715},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4590652287006378},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.45088210701942444},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.44071370363235474},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230675","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230675","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230675","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia230675","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230675","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230675","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387878528.pdf","grobid_xml":"https://content.openalex.org/works/W4387878528.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2083894493","https://openalex.org/W2746419079","https://openalex.org/W2767014232","https://openalex.org/W3170294864","https://openalex.org/W3215440557"],"related_works":["https://openalex.org/W590788508","https://openalex.org/W4235873430","https://openalex.org/W2611974471","https://openalex.org/W4313233093","https://openalex.org/W2358082531","https://openalex.org/W2589976903","https://openalex.org/W2335596023","https://openalex.org/W4214877189","https://openalex.org/W2026719400","https://openalex.org/W2374273535"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3,54],"evaluate":[4,30,55],"the":[5,46,49],"zero-shot":[6,41],"performance":[7],"for":[8,37],"emotion":[9],"classification":[10,58],"in":[11],"audio":[12],"recording":[13],"datasets":[14,69],"using":[15],"a":[16,40,65,78],"series":[17,66],"of":[18,45,67,72,80],"deep":[19],"spectrum":[20],"feature":[21,50],"extractors":[22],"which":[23,70],"have":[24],"been":[25],"pre-trained":[26],"on":[27,39],"snore-analysus":[28],"datasets.We":[29],"here":[31],"if":[32],"those":[33],"features":[34],"are":[35],"suitable":[36],"emotion-analysis":[38],"premise":[42],"(no":[43],"re-training":[44],"CNNs).":[47],"Once":[48],"extraction":[51],"is":[52],"complete,":[53],"training":[56],"conventional":[57],"models,":[59],"i.e.":[60],"an":[61],"SVC,":[62],"to":[63],"classify":[64],"Spanish":[68],"consist":[71],"male":[73],"and":[74],"female":[75],"recordings":[76],"expressing":[77],"set":[79],"emotions.":[81]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
