{"id":"https://openalex.org/W4405633369","doi":"https://doi.org/10.1109/o-cocosda64382.2024.10800580","title":"Check Your Audio Data: Nkululeko for Bias Detection","display_name":"Check Your Audio Data: Nkululeko for Bias Detection","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4405633369","doi":"https://doi.org/10.1109/o-cocosda64382.2024.10800580"},"language":"en","primary_location":{"id":"doi:10.1109/o-cocosda64382.2024.10800580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/o-cocosda64382.2024.10800580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)","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/A5019602951","display_name":"Felix Burkhardt","orcid":"https://orcid.org/0000-0002-2689-0545"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felix Burkhardt","raw_affiliation_strings":["audEERING GmbH,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"audEERING GmbH,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065879041","display_name":"Bagus Tris Atmaja","orcid":"https://orcid.org/0000-0003-1560-2824"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bagus Tris Atmaja","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology,Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043012304","display_name":"Anna Derington","orcid":"https://orcid.org/0009-0001-2493-2182"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anna Derington","raw_affiliation_strings":["audEERING GmbH,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"audEERING GmbH,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023264395","display_name":"Florian Eyben","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Florian Eyben","raw_affiliation_strings":["audEERING GmbH,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"audEERING GmbH,Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043060302","display_name":"Bj\u00f6rn W. Schuller","orcid":"https://orcid.org/0000-0002-6478-8699"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bjorn Schuller","raw_affiliation_strings":["audEERING GmbH,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"audEERING GmbH,Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6114,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68397901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9606000185012817,"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/T10860","display_name":"Speech and Audio Processing","score":0.9606000185012817,"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":0.9049000144004822,"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":0.713697075843811},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.4253693222999573},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40376293659210205},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.26368844509124756},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.17710164189338684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713697075843811},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.4253693222999573},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40376293659210205},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.26368844509124756},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.17710164189338684}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/o-cocosda64382.2024.10800580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/o-cocosda64382.2024.10800580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W180052447","https://openalex.org/W2068181924","https://openalex.org/W2191779130","https://openalex.org/W2192412620","https://openalex.org/W2282821441","https://openalex.org/W2742542661","https://openalex.org/W3004493409","https://openalex.org/W3016970897","https://openalex.org/W3097906045","https://openalex.org/W3208743843","https://openalex.org/W4206297453","https://openalex.org/W4296068974","https://openalex.org/W4297841766","https://openalex.org/W4361994820","https://openalex.org/W4372260311","https://openalex.org/W4372260337","https://openalex.org/W6691669583","https://openalex.org/W6750226204","https://openalex.org/W6780218876","https://openalex.org/W6848766923","https://openalex.org/W7073743773"],"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":{"We":[0],"present":[1],"a":[2,61],"new":[3],"release":[4],"of":[5],"the":[6,25,36,41,46],"software":[7],"tool":[8],"Nkululeko.":[9],"New":[10],"additions":[11],"enable":[12],"users":[13],"to":[14],"automatically":[15],"perform":[16],"sanity":[17],"checks,":[18],"data":[19,26],"cleaning,":[20],"and":[21,45],"bias":[22],"detection":[23],"in":[24,60],"based":[27],"on":[28],"machine":[29],"learning":[30],"predictions.":[31],"Two":[32],"open-source":[33],"databases":[34,54],"from":[35],"medical":[37],"domain":[38],"are":[39],"investigated:":[40],"Androids":[42],"de-pression":[43],"corpus":[44],"UASpeech":[47],"dysarthria":[48],"corpus.":[49],"Results":[50],"show":[51],"that":[52],"both":[53],"have":[55],"some":[56],"bias,":[57],"but":[58],"not":[59],"severe":[62],"manner.":[63]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
