{"id":"https://openalex.org/W4392908919","doi":"https://doi.org/10.1109/icassp48485.2024.10445935","title":"Anonymizing Speaker Voices: Easy to Imitate, Difficult to Recognize?","display_name":"Anonymizing Speaker Voices: Easy to Imitate, Difficult to Recognize?","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392908919","doi":"https://doi.org/10.1109/icassp48485.2024.10445935"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10445935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04527700/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113469351","display_name":"Jennifer Williams","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jennifer Williams","raw_affiliation_strings":["University of Southampton,UK","University of Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton,UK","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090585646","display_name":"Karla Pizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136922","display_name":"Fraunhofer Institute for Applied and Integrated Security","ror":"https://ror.org/03w0bbr97","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210136922","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karla Pizzi","raw_affiliation_strings":["Fraunhofer AISEC","TU Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer AISEC","institution_ids":["https://openalex.org/I4210136922"]},{"raw_affiliation_string":"TU Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002797542","display_name":"Natalia Tomashenko","orcid":"https://orcid.org/0000-0002-7125-2382"},"institutions":[{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Natalia Tomashenko","raw_affiliation_strings":["University of Avignon,France","University of Avignon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Avignon,France","institution_ids":["https://openalex.org/I198415970"]},{"raw_affiliation_string":"University of Avignon, France","institution_ids":["https://openalex.org/I198415970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035293526","display_name":"Sneha Das","orcid":"https://orcid.org/0000-0002-4017-1280"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Sneha Das","raw_affiliation_strings":["Technical University Denmark,Denmark","Technical University Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University Denmark,Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Technical University Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113469351"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":0.641,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71702657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"12491","last_page":"12495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9998000264167786,"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/T10860","display_name":"Speech and Audio Processing","score":0.994700014591217,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9909999966621399,"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/computer-science","display_name":"Computer science","score":0.796713650226593},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.6701507568359375},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6389285326004028},{"id":"https://openalex.org/keywords/speaker-verification","display_name":"Speaker verification","score":0.6189271211624146},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.541404128074646},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5283732414245605},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.525384247303009},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43635931611061096},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.41695451736450195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3527287244796753},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11146721243858337},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.07970771193504333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.796713650226593},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.6701507568359375},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6389285326004028},{"id":"https://openalex.org/C2982762665","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker verification","level":3,"score":0.6189271211624146},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.541404128074646},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5283732414245605},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.525384247303009},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43635931611061096},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.41695451736450195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3527287244796753},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11146721243858337},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.07970771193504333},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/icassp48485.2024.10445935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:502698","is_oa":false,"landing_page_url":"http://doi.org/10.1109/ICASSP48485.2024.10445935>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"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:HAL:hal-04527700v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04527700","pdf_url":"https://inria.hal.science/hal-04527700/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.12491-12495, &#x27E8;10.1109/ICASSP48485.2024.10445935&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:publica.fraunhofer.de:publica/495929","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/495929","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:pure.atira.dk:publications/bbaa868c-985a-4e9c-9695-7748539aeb61","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/bbaa868c-985a-4e9c-9695-7748539aeb61","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Williams , J , Pizzi , K , Tomashenko , N &amp; Das , S 2024 , Anonymizing Speaker Voices : Easy to Imitate, Difficult to Recognize? in Proceedings of the 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . IEEE , pp. 12491-12495 , 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Seoul , Korea, Republic of , 14/04/2024 . https://doi.org/10.1109/ICASSP48485.2024.10445935","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04527700v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04527700","pdf_url":"https://inria.hal.science/hal-04527700/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.12491-12495, &#x27E8;10.1109/ICASSP48485.2024.10445935&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1454328438","display_name":null,"funder_award_id":"101007666","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G301723715","display_name":null,"funder_award_id":"EP/V00784X/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G309983124","display_name":"Stream Learning for Multilingual Knowledge Transfer","funder_award_id":"957017","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"},{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null},{"id":"https://openalex.org/F4320336060","display_name":"Bundesministerium f\u00fcr Umwelt, Naturschutz, nukleare Sicherheit und Verbraucherschutz","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392908919.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W97107628","https://openalex.org/W1533303231","https://openalex.org/W1936725236","https://openalex.org/W1949314668","https://openalex.org/W2112059504","https://openalex.org/W2121892718","https://openalex.org/W2617981897","https://openalex.org/W2890964092","https://openalex.org/W2972848589","https://openalex.org/W3024752295","https://openalex.org/W3043999252","https://openalex.org/W3082130377","https://openalex.org/W3083776549","https://openalex.org/W3094544164","https://openalex.org/W3096424617","https://openalex.org/W3096791609","https://openalex.org/W3098557217","https://openalex.org/W3151878189","https://openalex.org/W3196225973","https://openalex.org/W3197008493","https://openalex.org/W3198979724","https://openalex.org/W3201497420","https://openalex.org/W3202278141","https://openalex.org/W4210970267","https://openalex.org/W4287601674","https://openalex.org/W4300842365","https://openalex.org/W4317940367","https://openalex.org/W6791179763","https://openalex.org/W6795812529"],"related_works":["https://openalex.org/W66821593","https://openalex.org/W1521299571","https://openalex.org/W3141593045","https://openalex.org/W204267554","https://openalex.org/W2134501921","https://openalex.org/W4252590334","https://openalex.org/W2543777506","https://openalex.org/W2407001684","https://openalex.org/W3096066489","https://openalex.org/W3119184205"],"abstract_inverted_index":{"A":[0],"vastly":[1],"under-explored":[2],"area":[3],"in":[4,13,38],"speech":[5,134],"anonymization":[6,44,78,86,106],"involves":[7],"characterizing":[8],"how":[9,115],"different":[10],"speakers":[11,32,66,90],"perform":[12],"voice":[14,43,85],"privacy":[15],"tasks.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"present":[21,81],"a":[22,59,121],"deeper":[23],"analysis":[24],"by":[25,88],"creating":[26],"and":[27,54,73,108,138],"analyzing":[28],"groups":[29],"of":[30,42,84,123],"challenging":[31],"categorized":[33],"based":[34,75],"on":[35,76,129,132],"their":[36,77],"performance":[37],"two":[39],"related":[40],"facets":[41],"evaluation:":[45],"(1)":[46],"speaker":[47,51,130,140],"similarity":[48,141],"using":[49,58],"automatic":[50,139],"verification":[52],"(ASV)":[53],"(2)":[55],"human":[56,136],"perception":[57,137],"large-scale":[60],"A/B":[61],"listening":[62],"test.":[63],"We":[64,80,125],"group":[65],"into":[67],"four":[68],"categories":[69],"(sheep,":[70],"goats,":[71],"lambs,":[72],"wolves)":[74],"properties.":[79],"an":[82],"extension":[83],"evaluation":[87,116],"identifying":[89],"who":[91],"are":[92,118],"easy":[93],"to":[94,98,113],"imitate":[95],"or":[96],"difficult":[97],"recognize.":[99],"This":[100],"knowledge":[101],"is":[102],"important":[103],"for":[104],"trustworthy":[105],"evaluation,":[107],"it":[109],"has":[110],"the":[111],"potential":[112],"influence":[114,131],"datasets":[117],"created":[119],"from":[120],"pool":[122],"speakers.":[124],"provide":[126],"further":[127],"insights":[128],"anonymized":[133],"between":[135],"scoring.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
