Privacy-Preserving Machine Learning for Speech Processing (2013)

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1、SpringerThesesRecognizingOutstandingPh.D.ResearchForfurthervolumes:http://www.springer.com/series/8790AimsandScopeTheseriesSpringerThesesbringstogetheraselectionoftheverybestPh.D.thesesfromaroundtheworldandacrossthephysicalsciences.Nominatedandendorsedbytworecognizedspecialists,ea

2、chpublishedvolumehasbeenselectedforitsscientificexcellenceandthehighimpactofitscontentsforthepertinentfieldofresearch.Forgreateraccessibilitytonon-specialists,thepublishedversionsincludeanextendedintroduction,aswellasaforewordbythestudentssupervisorexplainingthespecialrelevanceofthe

3、workforthefield.Asawhole,theserieswillprovideavaluableresourcebothfornewcomerstotheresearchfieldsdescribed,andforotherscientistsseekingdetailedbackgroundinformationonspecialquestions.Finally,itprovidesanaccrediteddocumentationofthevaluablecontributionsmadebytodaysyoungergenerationof

4、scientists.Thesesareacceptedintotheseriesbyinvitednominationonlyandmustfulfillallofthefollowingcriteria•TheymustbewritteningoodEnglish.•ThetopicshouldfallwithintheconfinesofChemistry,Physics,EarthSciences,EngineeringandrelatedinterdisciplinaryfieldssuchasMaterials,Nanoscience,Chemica

5、lEngineering,ComplexSystemsandBiophysics.•Theworkreportedinthethesismustrepresentasignificantscientificadvance.•Ifthethesisincludespreviouslypublishedmaterial,permissiontoreproducethismustbegainedfromtherespectivecopyrightholder.•Theymusthavebeenexaminedandpassedduringthe12monthspri

6、ortonomination.•Eachthesisshouldincludeaforewordbythesupervisoroutliningthesignifi-canceofitscontent.•Thethesesshouldhaveaclearlydefinedstructureincludinganintroductionaccessibletoscientistsnotexpertinthatparticularfield.ManasA.PathakPrivacy-PreservingMachineLearningforSpeechProcessi

7、ngDoctoralThesisacceptedbyCarnegieMellonUniversity,USA123AuthorSupervisorDr.ManasA.PathakProf.Dr.BhikshaRajCarnegieMellonUniversityCarnegieMellonUniversityPittsburgh,PAPittsburgh,PAUSAUSAISSN2190-5053ISSN2190-5061(electronic)ISBN978-1-4614-4638-5ISBN978-1-4614-4639-2(eBook)DOI10.1

8、007/978-1-4614-4639-2SpringerNewY