{"id":"https://openalex.org/W2586741466","doi":"https://doi.org/10.1109/slt.2016.7846265","title":"Analysis of the DNN-based SRE systems in multi-language conditions","display_name":"Analysis of the DNN-based SRE systems in multi-language conditions","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2586741466","doi":"https://doi.org/10.1109/slt.2016.7846265","mag":"2586741466"},"language":"en","primary_location":{"id":"doi:10.1109/slt.2016.7846265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt.2016.7846265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075269577","display_name":"Ond\u0159ej Novotn\u00fd","orcid":"https://orcid.org/0000-0001-6258-9971"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ondrej Novotny","raw_affiliation_strings":["Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076315361","display_name":"Pavel Mat\u011bjka","orcid":null},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavel Matejka","raw_affiliation_strings":["Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008717681","display_name":"Ond\u0159ej Glembek","orcid":null},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ondrej Glembek","raw_affiliation_strings":["Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064238041","display_name":"Old\u0159ich Plchot","orcid":null},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Oldrich Plchot","raw_affiliation_strings":["Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112655592","display_name":"Franti\u0161ek Gr\u00e9zl","orcid":null},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Frantisek Grezl","raw_affiliation_strings":["Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042273299","display_name":"Luk\u00e1\u0161 Burget","orcid":"https://orcid.org/0000-0002-4951-5908"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Lukas Burget","raw_affiliation_strings":["Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045539248","display_name":"Ja\u0148 \u010cernock\u00fd","orcid":"https://orcid.org/0000-0002-8800-0210"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Honza Cernocky","raw_affiliation_strings":["Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology, Speech@FIT and IT4I Center of Excellence, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60587646"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":1.0,"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":1.0,"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/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/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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/nist","display_name":"NIST","score":0.9443079233169556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7590054869651794},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6169155240058899},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5485620498657227},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.548349916934967},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.49511900544166565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4612314701080322},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4585731625556946},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.42448586225509644},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.332941472530365},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18587356805801392}],"concepts":[{"id":"https://openalex.org/C111219384","wikidata":"https://www.wikidata.org/wiki/Q6954384","display_name":"NIST","level":2,"score":0.9443079233169556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7590054869651794},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6169155240058899},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5485620498657227},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.548349916934967},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.49511900544166565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4612314701080322},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4585731625556946},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.42448586225509644},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.332941472530365},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18587356805801392},{"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:10.1109/slt.2016.7846265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt.2016.7846265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W153983408","https://openalex.org/W176831429","https://openalex.org/W1006777433","https://openalex.org/W1909308924","https://openalex.org/W1970890968","https://openalex.org/W2004497042","https://openalex.org/W2039057510","https://openalex.org/W2056119007","https://openalex.org/W2150769028","https://openalex.org/W2153181479","https://openalex.org/W2160815625","https://openalex.org/W2184045248","https://openalex.org/W2185814970","https://openalex.org/W2397450537","https://openalex.org/W2398569491","https://openalex.org/W2399270979","https://openalex.org/W2406215990","https://openalex.org/W2407857848","https://openalex.org/W2491474862","https://openalex.org/W2586741466","https://openalex.org/W2962853205","https://openalex.org/W6606260724","https://openalex.org/W6607285002","https://openalex.org/W6682600690"],"related_works":["https://openalex.org/W2151447942","https://openalex.org/W2611614995","https://openalex.org/W2900389025","https://openalex.org/W2148757832","https://openalex.org/W2293457016","https://openalex.org/W3107474891","https://openalex.org/W2789919619","https://openalex.org/W2368651715","https://openalex.org/W1552159754","https://openalex.org/W3169305685"],"abstract_inverted_index":{"This":[0,68],"paper":[1],"analyzes":[2],"the":[3,18,22,27,31,40,56,65],"behavior":[4],"of":[5,21,74],"our":[6],"state-of-the-art":[7],"Deep":[8],"Neural":[9],"Network/i-vector/PLDA-based":[10],"speaker":[11],"recognition":[12],"systems":[13,58],"in":[14],"multi-language":[15],"conditions.":[16,67],"On":[17],"\u201cLanguage":[19],"Pack\u201d":[20],"PRISM":[23],"set,":[24],"we":[25],"evaluate":[26],"systems'":[28],"performance":[29],"using":[30,43,47],"NIST's":[32],"standard":[33],"metrics.":[34],"We":[35],"show":[36],"that":[37],"not":[38],"only":[39],"gain":[41],"from":[42],"DNNs":[44,49],"vanishes,":[45],"nor":[46],"dedicated":[48],"for":[50,72],"target":[51],"conditions":[52],"helps,":[53],"but":[54],"also":[55],"DNN-based":[57],"tend":[59],"to":[60,82],"produce":[61],"de-calibrated":[62],"scores":[63],"under":[64],"studied":[66],"work":[69],"gives":[70],"suggestions":[71],"directions":[73],"future":[75],"research":[76],"rather":[77],"than":[78],"any":[79],"particular":[80],"solutions":[81],"these":[83],"issues.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
