{"id":"https://openalex.org/W1559164507","doi":"https://doi.org/10.1007/978-3-540-85853-9_9","title":"A Hybrid Generative-Discriminative Approach to Speaker Diarization","display_name":"A Hybrid Generative-Discriminative Approach to Speaker Diarization","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1559164507","doi":"https://doi.org/10.1007/978-3-540-85853-9_9","mag":"1559164507"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-85853-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85853-9_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5053745317","display_name":"A. Noulas","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Athanasios K. Noulas","raw_affiliation_strings":["University of Amsterdam, Kruislaan 403, 1098 SJ, Amsterdam, The Netherlands","University of Amsterdam, Amsterdam, The Netherlands 1098 SJ"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Kruislaan 403, 1098 SJ, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam, Amsterdam, The Netherlands 1098 SJ","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032255330","display_name":"Tim van Kasteren","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tim van Kasteren","raw_affiliation_strings":["University of Amsterdam, Kruislaan 403, 1098 SJ, Amsterdam, The Netherlands","University of Amsterdam, Amsterdam, The Netherlands 1098 SJ"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Kruislaan 403, 1098 SJ, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam, Amsterdam, The Netherlands 1098 SJ","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049349937","display_name":"Ben Kr\u00f6se","orcid":"https://orcid.org/0000-0003-1237-0618"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ben J. A. Kr\u00f6se","raw_affiliation_strings":["University of Amsterdam, Kruislaan 403, 1098 SJ, Amsterdam, The Netherlands","University of Amsterdam, Amsterdam, The Netherlands 1098 SJ"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Kruislaan 403, 1098 SJ, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam, Amsterdam, The Netherlands 1098 SJ","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053745317"],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.279,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5503825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"109"},"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/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"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":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.9015163779258728},{"id":"https://openalex.org/keywords/speaker-diarisation","display_name":"Speaker diarisation","score":0.859147310256958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8453476428985596},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6651236414909363},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6145101189613342},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5965602993965149},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4730880856513977},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4725700914859772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4657054543495178},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4551820456981659},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.44837766885757446},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4392385184764862},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.42102521657943726},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42079809308052063}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9015163779258728},{"id":"https://openalex.org/C149838564","wikidata":"https://www.wikidata.org/wiki/Q7574248","display_name":"Speaker diarisation","level":3,"score":0.859147310256958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8453476428985596},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6651236414909363},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6145101189613342},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5965602993965149},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4730880856513977},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4725700914859772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4657054543495178},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4551820456981659},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.44837766885757446},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4392385184764862},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.42102521657943726},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42079809308052063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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":3,"locations":[{"id":"doi:10.1007/978-3-540-85853-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85853-9_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/a8077062-aba3-4887-a09c-9ee35c8efd41","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/a-hybrid-generativediscriminative-approach-to-speaker-diarization(a8077062-aba3-4887-a09c-9ee35c8efd41).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Noulas, A K, van Kasteren, T & Kr\u00f6se, B J A 2008, A hybrid generative-discriminative approach to speaker diarization. in A Popescu-Belis & R Stiefelhagen (eds), Machine Learning for Multimodal Interaction : 5th International Workshop, MLMI 2008, Utrecht, The Netherlands, September 8-10, 2008 : proceedings. Lecture Notes in Computer Science, vol. 5237, Berlin, pp. 98-109, 5th Joint Workshop on Machine Learning and Multimodal Interaction (MLMI 2008), Utrecht, the Netherlands, 8/09/08. https://doi.org/10.1007/978-3-540-85853-9_9","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/a8077062-aba3-4887-a09c-9ee35c8efd41","is_oa":false,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/a-hybrid-generativediscriminative-approach-to-speaker-diarization(a8077062-aba3-4887-a09c-9ee35c8efd41).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning for Multimodal Interaction: 5th International Workshop, MLMI 2008, Utrecht, The Netherlands, September 8-10, 2008 : proceedings, 98 - 109","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7799999713897705,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1484941123","https://openalex.org/W1486632395","https://openalex.org/W1491032757","https://openalex.org/W1493595169","https://openalex.org/W1534536260","https://openalex.org/W1556857061","https://openalex.org/W1565250151","https://openalex.org/W1585529040","https://openalex.org/W1608304634","https://openalex.org/W1762918658","https://openalex.org/W1766290689","https://openalex.org/W1826247894","https://openalex.org/W2125838338","https://openalex.org/W2144125830","https://openalex.org/W2147880316","https://openalex.org/W2798766386","https://openalex.org/W4253573210","https://openalex.org/W4254313632","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2206035908","https://openalex.org/W2149220986","https://openalex.org/W4247736853","https://openalex.org/W1992908141","https://openalex.org/W2162158162","https://openalex.org/W1493012537","https://openalex.org/W1999004162","https://openalex.org/W2125642021","https://openalex.org/W1521049138","https://openalex.org/W2023466863"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
