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Think DSP_ Digital Signal Processing in Python
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Think DSP_ Digital Signal Processing in Python
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ThinkDSP
DigitalSignalProcessinginPython
AllenB.Downey
ThinkDSP
byAllenB.Downey
Copyright©2016AllenB.Downey.Allrightsreserved.
PrintedintheUnitedStatesofAmerica.
PublishedbyO’ReillyMedia,Inc.,1005GravensteinHighwayNorth,
Sebastopol,CA95472.
O’Reillybooksmaybepurchasedforeducational,business,orsalespromotional
use.Onlineeditionsarealsoavailableformosttitles
(http://safaribooksonline.com).Formoreinformation,contactour
corporate/institutionalsalesdepartment:800-998-9938or
corporate@oreilly.com.
Editors:NanBarberandSusanConant
ProductionEditor:KristenBrown
Copyeditor:KimCofer
Proofreader:RachelHead
Indexer:AllenB.Downey
InteriorDesigner:DavidFutato
CoverDesigner:KarenMontgomery
Illustrator:RebeccaDemarest
July2016:FirstEdition
RevisionHistoryfortheFirstEdition
2016-07-11:FirstRelease
Seehttp://oreilly.com/catalog/errata.csp?isbn=9781491938454forrelease
details.
TheO’ReillylogoisaregisteredtrademarkofO’ReillyMedia,Inc.ThinkDSP,
thecoverimageofasmooth-billedani,andrelatedtradedressaretrademarksof
O’ReillyMedia,Inc.
Whilethepublisherandtheauthorhaveusedgoodfaitheffortstoensurethatthe
informationandinstructionscontainedinthisworkareaccurate,thepublisher
andtheauthordisclaimallresponsibilityforerrorsoromissions,including
withoutlimitationresponsibilityfordamagesresultingfromtheuseofor
relianceonthiswork.Useoftheinformationandinstructionscontainedinthis
workisatyourownrisk.Ifanycodesamplesorothertechnologythiswork
containsordescribesissubjecttoopensourcelicensesortheintellectual
propertyrightsofothers,itisyourresponsibilitytoensurethatyourusethereof
complieswithsuchlicensesand/orrights.
ThinkDSPisavailableundertheCreativeCommonsAttribution-
NonCommercial3.0UnportedLicense.Theauthormaintainsanonlineversion
athttp://greenteapress.com/wp/think-dsp/.
978-1-491-93845-4
[LSI]
Preface
Signalprocessingisoneofmyfavoritetopics.Itisusefulinmanyareasof
scienceandengineering,andifyouunderstandthefundamentalideas,it
providesinsightintomanythingsweseeintheworld,andespeciallythethings
wehear.
Butunlessyou’vestudiedelectricalormechanicalengineering,youprobably
haven’thadachancetolearnaboutsignalprocessing.Theproblemisthatmost
books(andtheclassesthatusethem)presentthematerialbottom-up,starting
withmathematicalabstractionslikephasors.Andtheytendtobetheoretical,
withfewapplicationsandlittleapparentrelevance.
Thepremiseofthisbookisthatifyouknowhowtoprogram,youcanusethat
skilltolearnotherthings,andhavefundoingit.
Withaprogramming-basedapproach,Icanpresentthemostimportantideas
rightaway.Bytheendofthefirstchapter,you’llbeabletoanalyzesound
recordingsandothersignals,andgeneratenewsounds.Eachchapterintroduces
anewtechniqueandanapplicationyoucanapplytorealsignals.Ateachstep
youlearnhowtouseatechniquefirst,andthenhowitworks.
Thisapproachismorepracticaland,Ihopeyou’llagree,morefun.
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