{"id":"https://openalex.org/W66686753","doi":null,"title":"Statistical Modeling of the Speech Signal","display_name":"Statistical Modeling of the Speech Signal","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W66686753","mag":"66686753"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.174.580","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.174.580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.microsoft.com/pubs/138795/Tashev_Acero_Statistical_Modeling_of_the_Speech_Signal.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5007425970","display_name":"Ivan Tashev","orcid":"https://orcid.org/0000-0002-2263-2047","observed_orcids":["https://orcid.org/0000-0002-2263-2047"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivan Tashev","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2263-2047","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5111957484","display_name":"Alex Acero","orcid":"https://orcid.org/0009-0009-0299-6642","observed_orcids":["https://orcid.org/0009-0009-0299-6642"]},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Acero","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9337,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.8062864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9359999895095825,"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":0.9359999895095825,"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":0.05820000171661377,"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/T10863","display_name":"Voice and Speech Disorders","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalized-gaussian-distribution","display_name":"generalized Gaussian distribution","score":0.8569999933242798},{"id":"https://openalex.org/keywords/weibull-distribution","display_name":"Weibull distribution","score":0.9990000128746033},{"id":"https://openalex.org/keywords/parameter-estimation","display_name":"parameter estimation","score":0.753000020980835},{"id":"https://openalex.org/keywords/jensen-shannon-divergence","display_name":"Jensen-Shannon divergence","score":0.8840000033378601},{"id":"https://openalex.org/keywords/timit-database","display_name":"TIMIT database","score":0.7590000033378601}],"concepts":[{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.6657832860946655},{"id":"https://openalex.org/C173291955","wikidata":"https://www.wikidata.org/wiki/Q732332","display_name":"Weibull distribution","level":2,"score":0.5954101085662842},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5386306047439575},{"id":"https://openalex.org/C42337464","wikidata":"https://www.wikidata.org/wiki/Q5532478","display_name":"Generalized gamma distribution","level":3,"score":0.5290046334266663},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.49764159321784973},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.49632173776626587},{"id":"https://openalex.org/C171383496","wikidata":"https://www.wikidata.org/wiki/Q2497477","display_name":"Generalized normal distribution","level":3,"score":0.4840323328971863},{"id":"https://openalex.org/C149717495","wikidata":"https://www.wikidata.org/wiki/Q117806","display_name":"Gamma distribution","level":2,"score":0.47773832082748413},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.46719691157341003},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.464344322681427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46268191933631897},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4571819305419922},{"id":"https://openalex.org/C40940223","wikidata":"https://www.wikidata.org/wiki/Q637150","display_name":"Rayleigh distribution","level":3,"score":0.4327426552772522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3957768976688385},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.28999316692352295},{"id":"https://openalex.org/C102094743","wikidata":"https://www.wikidata.org/wiki/Q133871","display_name":"Normal distribution","level":2,"score":0.2666984796524048},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2451438009738922},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23848748207092285},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08123856782913208},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.0759437084197998},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.174.580","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.174.580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.microsoft.com/pubs/138795/Tashev_Acero_Statistical_Modeling_of_the_Speech_Signal.pdf","raw_type":"text"},{"id":"mag:66686753","doi":null,"is_oa":false,"landing_page_url":"https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/Tashev_Acero_Statistical_Modeling_of_the_Speech_Signal.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W3998009","https://openalex.org/W1510355813","https://openalex.org/W1965555277","https://openalex.org/W1985090574","https://openalex.org/W2052199757","https://openalex.org/W2099111195","https://openalex.org/W2103636088","https://openalex.org/W2121973264","https://openalex.org/W2141637993","https://openalex.org/W2148520680","https://openalex.org/W2727420541","https://openalex.org/W2997829126","https://openalex.org/W3127686677"],"related_works":["https://openalex.org/W2162520685","https://openalex.org/W2200063871","https://openalex.org/W2904351664","https://openalex.org/W2747939618","https://openalex.org/W1507161367","https://openalex.org/W4411371652","https://openalex.org/W4243549024","https://openalex.org/W2156174518","https://openalex.org/W17035842","https://openalex.org/W2620955110"],"abstract_inverted_index":{"Abstract\u2014The":[0],"Gaussian":[1,55,159],"distribution":[2,67,87,96],"is":[3,68],"the":[4,11,24,27,33,46,53,72,76,81,86,95,98,118],"most":[5],"commonly":[6],"used":[7],"statistical":[8,21,73,108,115,152,156],"model":[9,22,71],"of":[10,26,32,75,85,97,110],"speech":[12,34,77,147],"signal.":[13],"In":[14],"this":[15,141],"paper":[16,142],"we":[17,49],"propose":[18,104],"more":[19],"general":[20],"for":[23,127,135,145],"distributions":[25],"real":[28,99,128],"and":[29,38,61,100,105,129,132],"imaginary":[30,101,130],"parts":[31,131],"signal":[35,78,153],"DFT":[36],"coefficients":[37],"their":[39],"magnitudes.":[40,136],"Based":[41],"on":[42,151],"experimental":[43,90],"measurements":[44,91,120],"with":[45,121],"TIMIT":[47],"database":[48],"have":[50],"shown":[51],"that":[52],"Generalized":[54],"Distribution":[56],"holds":[57],"well":[58,93],"across":[59],"frequency":[60,82],"audio":[62],"frame":[63],"size.":[64],"A":[65],"Weibull":[66,161],"proposed":[69],"to":[70,94],"behavior":[74],"amplitude":[79],"in":[80,140],"domain.":[83],"Estimation":[84],"parameters":[88],"from":[89],"corresponds":[92],"parts.":[102],"We":[103],"evaluate":[106],"several":[107],"models":[109,116],"various":[111],"complexities.":[112],"Overall":[113],"these":[114],"fit":[117],"actual":[119],"a":[122],"Jensen-Shannon":[123],"divergence":[124],"below":[125,133],"0.0012":[126],"0.003":[134],"The":[137],"results":[138],"presented":[139],"are":[143],"applicable":[144],"improving":[146],"processing":[148],"algorithms":[149],"based":[150],"processing.":[154],"Keywords-speech":[155],"model,":[157],"generalized":[158],"distribution,":[160],"distribution.":[162],"I.":[163]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
