{"id":"https://openalex.org/W159918145","doi":"https://doi.org/10.21437/interspeech.2005-855","title":"Genetic triangulation of graphical models for speech and language processing","display_name":"Genetic triangulation of graphical models for speech and language processing","publication_year":2005,"publication_date":"2005-09-04","ids":{"openalex":"https://openalex.org/W159918145","doi":"https://doi.org/10.21437/interspeech.2005-855","mag":"159918145"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2005-855","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2005-855","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/A5031137004","display_name":"Chris Bartels","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chris Bartels","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070418792","display_name":"Kevin Duh","orcid":"https://orcid.org/0000-0001-8107-4383"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kevin Duh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113478221","display_name":"Jeff Bilmes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeff Bilmes","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050325468","display_name":"Katrin Kirchhoff","orcid":"https://orcid.org/0000-0002-6645-6030"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katrin Kirchhoff","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5062516688","display_name":"Simon King","orcid":"https://orcid.org/0000-0002-2694-2843"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simon King","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031137004"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.01985208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3329","last_page":"3332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9911999702453613,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9911999702453613,"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/T12031","display_name":"Speech and dialogue systems","score":0.984499990940094,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9753999710083008,"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":0.761695146560669},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.48787879943847656},{"id":"https://openalex.org/keywords/triangulation","display_name":"Triangulation","score":0.48606017231941223},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.46826890110969543},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42434048652648926},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.4183650314807892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33845070004463196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07395687699317932}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.761695146560669},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.48787879943847656},{"id":"https://openalex.org/C135981907","wikidata":"https://www.wikidata.org/wiki/Q188056","display_name":"Triangulation","level":2,"score":0.48606017231941223},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.46826890110969543},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42434048652648926},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.4183650314807892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33845070004463196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07395687699317932},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2005-855","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2005-855","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:10.1.1.75.5537","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.75.5537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ssli.ee.washington.edu/people/duh/papers/geneticTriangulate.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"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":13,"referenced_works":["https://openalex.org/W105892654","https://openalex.org/W175821084","https://openalex.org/W1497256448","https://openalex.org/W1566343863","https://openalex.org/W1599813781","https://openalex.org/W1960653181","https://openalex.org/W2037106315","https://openalex.org/W2085550081","https://openalex.org/W2106125881","https://openalex.org/W2122678358","https://openalex.org/W2127846433","https://openalex.org/W2143742295","https://openalex.org/W2157827878"],"related_works":["https://openalex.org/W2981428355","https://openalex.org/W1834994814","https://openalex.org/W2041273198","https://openalex.org/W1599055764","https://openalex.org/W2131711534","https://openalex.org/W2149163000","https://openalex.org/W2962858469","https://openalex.org/W2289873871","https://openalex.org/W2559040841","https://openalex.org/W114661351"],"abstract_inverted_index":{"Graphical":[0],"models":[1,18],"are":[2],"an":[3],"increasingly":[4],"popular":[5],"approach":[6],"for":[7,36,42,60],"speech":[8,43,91],"and":[9,44,67,92,95],"language":[10,45,93],"processing.":[11],"As":[12],"researchers":[13],"design":[14],"ever":[15],"more":[16],"complex":[17],"it":[19,55],"becomes":[20],"crucial":[21],"to":[22],"find":[23,57],"triangulations":[24,58],"that":[25,39],"make":[26],"inference":[27,78,97],"problems":[28],"tractable.":[29],"This":[30],"paper":[31],"presents":[32],"a":[33,63],"genetic":[34],"algorithm":[35],"triangulation":[37,101],"search":[38,72],"is":[40,49,73],"well-suited":[41],"graphical":[46],"models.":[47],"It":[48],"unique":[50],"in":[51],"two":[52],"ways:":[53],"First,":[54],"can":[56],"appropriate":[59],"graphs":[61,94],"with":[62],"mix":[64],"of":[65],"stochastic":[66],"deterministic":[68],"dependencies.":[69],"Second,":[70],"the":[71,77],"guided":[74],"by":[75],"optimizing":[76],"speed":[79],"(CPU":[80],"runtime)":[81],"on":[82,88],"real":[83],"data.":[84],"We":[85],"show":[86],"results":[87],"10":[89],"real-world":[90],"demonstrate":[96],"speed-ups":[98],"over":[99],"standard":[100],"methods.":[102],"1.":[103]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
