{"id":"https://openalex.org/W4408355950","doi":"https://doi.org/10.1109/icassp49660.2025.10888945","title":"XAI for Gender Representation in Media Analysis","display_name":"XAI for Gender Representation in Media Analysis","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408355950","doi":"https://doi.org/10.1109/icassp49660.2025.10888945"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5099469314","display_name":"Fran\u00e7ois Buet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fran\u00e7ois Buet","raw_affiliation_strings":["Universit&#x00E9; de Lorraine, LORIA,Nancy,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Lorraine, LORIA,Nancy,France","institution_ids":["https://openalex.org/I4210121838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037286036","display_name":"Camille Guinaudeau","orcid":"https://orcid.org/0000-0001-7249-8715"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Camille Guinaudeau","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CNRS, LISN,Orsay,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CNRS, LISN,Orsay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047002517","display_name":"Cyril Grouin","orcid":"https://orcid.org/0000-0001-5809-188X"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril Grouin","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CNRS, LISN,Orsay,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CNRS, LISN,Orsay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000557257","display_name":"Sahar Ghannay","orcid":"https://orcid.org/0000-0002-7531-2522"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sahar Ghannay","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CNRS, LISN,Orsay,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CNRS, LISN,Orsay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102743927","display_name":"Shin\u2019ichi Satoh","orcid":"https://orcid.org/0000-0001-6995-6447"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shin\u2019Ichi Satoh","raw_affiliation_strings":["National Institute of Informatics,Tokyo,Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Informatics,Tokyo,Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5099469314"],"corresponding_institution_ids":["https://openalex.org/I4210121838"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07674641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.8012999892234802,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.8012999892234802,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5846843719482422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.582790195941925},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1235555112361908}],"concepts":[{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5846843719482422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.582790195941925},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1235555112361908},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05442625v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05442625","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://2025.ieeeicassp.org/","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2282821441","https://openalex.org/W2586635866","https://openalex.org/W2800448574","https://openalex.org/W2946327826","https://openalex.org/W2981731882","https://openalex.org/W2986154550","https://openalex.org/W3030030185","https://openalex.org/W3172009779","https://openalex.org/W4285168691","https://openalex.org/W4313332497","https://openalex.org/W4382993015","https://openalex.org/W6606910973","https://openalex.org/W6731836907","https://openalex.org/W6734194636","https://openalex.org/W6750764754","https://openalex.org/W6755207826","https://openalex.org/W6763238093","https://openalex.org/W6769243733","https://openalex.org/W6771509786","https://openalex.org/W6783213970","https://openalex.org/W6787318496","https://openalex.org/W6840980545","https://openalex.org/W6847049302","https://openalex.org/W6847363464"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"many":[1],"countries,":[2],"studies":[3],"have":[4],"highlighted":[5],"the":[6,11,18,21,32,52,77],"under-representation":[7],"of":[8,20,24,34,70,79],"women":[9,27],"in":[10,47],"media.":[12],"But":[13],"beyond":[14],"quantitative":[15],"imbalance":[16],"is":[17],"question":[19],"qualitative":[22],"asymmetry":[23],"men":[25],"and":[26,36,42],"portrayals.":[28],"How":[29],"to":[30,40,50,66,86],"help":[31],"evaluation":[33],"content":[35],"salient":[37],"features":[38],"specific":[39],"male":[41,71],"female":[43,73],"discourse?":[44],"We":[45],"propose":[46],"this":[48],"study":[49],"leverage":[51],"knowledge":[53],"acquired":[54],"by":[55],"a":[56],"classification":[57],"model":[58],"trained":[59],"for":[60],"gender":[61],"detection":[62],"on":[63],"automatic":[64],"transcripts,":[65],"highlight":[67],"patterns":[68],"distinctive":[69],"or":[72],"speech.":[74],"Results":[75],"show":[76],"relevance":[78],"coupling":[80],"explainable":[81],"AI":[82],"with":[83],"classifier":[84],"confidence":[85],"compute":[87],"consistent":[88],"attributions.":[89]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
