{"id":"https://openalex.org/W1549432841","doi":"https://doi.org/10.21437/interspeech.2005-656","title":"A model space framework for efficient speaker detection","display_name":"A model space framework for efficient speaker detection","publication_year":2005,"publication_date":"2005-09-04","ids":{"openalex":"https://openalex.org/W1549432841","doi":"https://doi.org/10.21437/interspeech.2005-656","mag":"1549432841"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2005-656","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2005-656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2005","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/A5111581259","display_name":"Mathieu Ben","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mathieu Ben","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008190208","display_name":"Guillaume Gravier","orcid":"https://orcid.org/0000-0002-2266-5682"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guillaume Gravier","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5111908492","display_name":"Fr\u00e9d\u00e9ric Bimbot","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Bimbot","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111581259"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4567,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72853002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3061","last_page":"3064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9958999752998352,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9781000018119812,"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":0.8138251900672913},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.6734710931777954},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6472644805908203},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5786639451980591},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5494146943092346},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4786904454231262},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47165098786354065},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4612746238708496},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4544135332107544},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.44486504793167114},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.44276636838912964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41739484667778015},{"id":"https://openalex.org/keywords/euclidean-space","display_name":"Euclidean space","score":0.4166114330291748},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.41216135025024414},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3918110728263855},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3254479169845581},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22921612858772278}],"concepts":[{"id":"https://openalex.org/C111219384","wikidata":"https://www.wikidata.org/wiki/Q6954384","display_name":"NIST","level":2,"score":0.8138251900672913},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.6734710931777954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6472644805908203},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5786639451980591},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5494146943092346},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4786904454231262},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47165098786354065},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4612746238708496},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4544135332107544},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.44486504793167114},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.44276636838912964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41739484667778015},{"id":"https://openalex.org/C186450821","wikidata":"https://www.wikidata.org/wiki/Q17295","display_name":"Euclidean space","level":2,"score":0.4166114330291748},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.41216135025024414},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3918110728263855},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3254479169845581},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22921612858772278},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2005-656","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2005-656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2005","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.412.3659","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.412.3659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.irisa.fr/metiss/gravier/biblio/05/ben-interspeech-2005.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2041823554","https://openalex.org/W2045346852","https://openalex.org/W2078953162","https://openalex.org/W2152321560"],"related_works":["https://openalex.org/W1197719229","https://openalex.org/W2381158726","https://openalex.org/W1992796048","https://openalex.org/W2129090883","https://openalex.org/W1516392727","https://openalex.org/W2379906719","https://openalex.org/W2412815366","https://openalex.org/W2181956362","https://openalex.org/W2136153680","https://openalex.org/W2972577568"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"investigate":[4],"the":[5,23,45,64,77,83,88,95],"use":[6],"of":[7,76,87,109],"a":[8,34,51,72,107],"distance":[9,19,32,39],"between":[10],"Gaussian":[11],"mixture":[12],"models":[13],"for":[14,59],"speaker":[15,73,84],"detection.":[16],"The":[17],"proposed":[18,96],"is":[20,27,40,61,98],"derived":[21],"from":[22,44],"KL":[24],"divergences":[25],"and":[26,81,100],"defined":[28],"as":[29],"an":[30],"Euclidean":[31],"in":[33],"particular":[35],"model":[36,46],"space.":[37],"This":[38,56],"simply":[41],"computable":[42],"directly":[43],"parameters":[47],"thus":[48],"leading":[49],"to":[50,63,102],"very":[52],"efficient":[53],"scoring":[54,60],"process.":[55],"new":[57],"framework":[58],"compared":[62],"classical":[65],"log":[66],"likelihood":[67],"ratio":[68],"s-core":[69],"approach":[70,97],"on":[71,82],"verification":[74],"task":[75,86],"NIST":[78],"2004":[79],"evaluation":[80],"tracking":[85],"ESTER":[89],"french":[90],"evaluation.":[91],"Results":[92],"shows":[93],"that":[94],"competitive":[99],"leads":[101],"computation":[103],"times":[104],"divided":[105],"by":[106],"factor":[108],"more":[110],"than":[111],"3.":[112],"1.":[113]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
