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Guerino Mazzola · Jason Noer  Yan Pang · Shuhui Yao · Jay Afrisando  Christopher Rochester · William Neace The Future of Music Towards a Computational Musical Theory of Everything The Future of Music Guerino Mazzola • Jason Noer (cid:129) Yan Pang (cid:129) Shuhui Yao (cid:129) Jay Afrisando (cid:129) Christopher Rochester (cid:129) William Neace The Future of Music Towards a Computational Musical Theory of Everything GuerinoMazzola JasonNoer SchoolofMusic DepartmentofTheatreArts&Dance UniversityofMinnesota UniversityofMinnesota Minneapolis,USA Minneapolis,USA YanPang ShuhuiYao DepartmentofTheatreArts&Dance SchoolofMusic UniversityofMinnesota UniversityofMinnesota Minneapolis,USA Minneapolis,USA JayAfrisando ChristopherRochester SchoolofMusic SchoolofMusic UniversityofMinnesota UniversityofMinnesota Minneapolis,USA Minneapolis,USA WilliamNeace SchoolofMusic UniversityofMinnesota Minneapolis,USA ISBN978-3-030-39708-1 ISBN978-3-030-39709-8 (eBook) https://doi.org/10.1007/978-3-030-39709-8 ©SpringerNatureSwitzerlandAG2020 Thisworkissubjecttocopyright. AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence ofaspecific statement, that such names are exempt fromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication. Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG. Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland DedicatedtoIda Mazzola PhotobyGuerinoMazzola Preface TheideaforthisbookcamefromareadingofthetrilogyTheThree-BodyProblem, The Dark Forest, Death’s End by the famous science fiction author Cixin Liu, whichwasrecommendedtomebymystudentShuhuiYao. Itwaslesstheconcrete narrativeofthese books—spreadoverthe entireuniversein time andspace—than the very category of “science fiction” which was troubling. Science fiction deals with futureand more or less fictitiousperspectivesof the world’s physicalreality, togetherwithnarrativesthatinhabitthosefictions. Itpromptedtheauthorstoaskthemselvesascreators,theorists,andperformers ofmusicanddancewhethertherewassomethinglike“musicfiction,”anarrativein amusicalfictitiousfuture. While this book is inspired by a science fiction, this book’s proposed concep- tualizationofmusicfiction isnotaboutfiction ofa musicalfuture. Instead, itis a historicalandtheoreticalinvestigationwiththe purposeofpredictingthefutureof music. Westartedourinquirybythinkingabouthowmusic—insteadofscience—could look and feel in 50years. As Guerino Mazzola was then teaching his university course“TheMathematicalDesignofFutureMusic,”hisnextstepwastoenvisagea projectaboutthepossiblerealmsoffuturemusic. IntheFall2018,Mazzolathereforeofferedagraduatecourseonwritingabook followingtheseideas. Theprecisegoalofthisprojectwastoenvisageabookthat wouldbethefirststeptowardswhatwehavecometocalla“ComputationalMusic TheoryofEverything”(ComMuTE).Thistitlewasborrowedfromwhatinphysics is now the Big Science ideal for finding a theory that explains everything. This “Theory of Everything” (ToE) would unify the four fundamental forces: electro- magnetic, weak, strong, and gravitational. The unification of the electromagnetic andweaktotheelectro-weakbeingthefirstbigsteptowardsToE. We, the collaborators, who took part in this collective effort, represent diverse experiences and contribute expertise in specialities including composition, im- provization, and dance. This collaborative effort offers not only new directions andperspectivesthatarisefromtheirroutineworkwithcreativitythatincludesnew vii viii Preface technologies,butalso newinterpretationsofthesocialandaestheticroleofmusic initsmulticulturalglobalvariety. ThisbookistheresultofourcollaborationthatwasextendedtotheSpring2019 semesterandoffersabreathtakingspectrumofnewvectorsintothefutureofmusic. In the general introduction, Chap.1, a perspective of future developmentswill be drawnonthebasisofthebook’schapters. Wearepleasedtoacknowledgethestrongsupportforwritingsuchademanding treatisefromSpringer’sscienceeditorThomasHempfling. Minneapolis,USA GuerinoMazzola Minneapolis,USA JasonNoer Minneapolis,USA YanPang Minneapolis,USA ShuhuiYao Minneapolis,USA JayAfrisando Minneapolis,USA ChristopherRochester Minneapolis,USA WilliamNeace May2019 Fromlefttoright:WilliamNeace,JayAfrisando,JasonNoer,YanPang,GuerinoMazzola,Shuhui Yao,ChristopherRochester.ImagereprintedwithkindpermissionfromtheAuthors Contents PartI Introduction 1 GeneralIntroduction....................................................... 3 1.1 TheCollaborativeAuthors........................................... 3 1.2 NotStateoftheArt,butMilestonestotheFuture.................. 4 1.3 OutdatedPrinciples .................................................. 4 1.3.1 ATotalReengineeringofMusic........................... 5 1.4 TheBook’sArchitectureofFutureMusicalPerspectives.......... 5 1.4.1 PartI:Introduction ......................................... 5 1.4.2 PartII:TechnologicalTools................................ 6 1.4.3 PartIII:MathematicalConcepts........................... 8 1.4.4 PartIV:CulturalExtensions ............................... 9 1.4.5 PartV:CreativeStrategies ................................. 10 1.4.6 PartVI:COMMUTE....................................... 11 2 OntologyandOniontology................................................. 13 2.1 Ontology:Where,Why,andHow................................... 13 2.2 Oniontology:Facts,Processes,andGestures....................... 14 2.3 AShortCharacterization............................................. 15 3 TheBasicFunctionsofMusic............................................. 17 3.1 SurveysofBasicFunctionsofMusic ............................... 17 3.1.1 TheoreticalApproaches.................................... 18 3.1.2 EmpiricalApproaches...................................... 18 3.1.3 TheComprehensiveEmpiricalInvestigations............. 19 3.2 MusicandtheHippocampalGateFunction......................... 20 4 HistoricityinMusic ........................................................ 23 4.1 TheSystemofMusicandItsHistory ............................... 23 4.2 Utopia................................................................. 24 4.3 MusicalAnticipation................................................. 26 ix x Contents 5 OnlyOneRestriction: Quality............................................ 27 5.1 IntellectualPropertiesinMusic ..................................... 27 5.2 CommunicationofaMusicalMessage.............................. 28 5.3 Medium............................................................... 29 5.4 CulturalFactor/Relevance ........................................... 29 5.5 Quality................................................................ 30 PartII TechnologicalTools 6 SoftwareToolsandHardwareOptions................................... 35 6.1 CompositionandSoundSynthesis:DAWs ......................... 35 6.1.1 Recording................................................... 35 6.1.2 ProjectManaging/GeneralEditing......................... 36 6.1.3 AudioEditing............................................... 37 6.1.4 MIDIProgramming/Recording............................ 39 6.1.5 Mixing/Mastering .......................................... 40 6.2 CompositionandSoundSynthesis:AudioProgramming.......... 41 6.2.1 Object-OrientedProgrammingandItsAdvantages....... 42 6.2.2 GraphicalProgrammingLanguage........................ 43 6.2.3 Text-BasedProgrammingLanguage....................... 43 6.2.4 WhichLanguageIsBetter? ................................ 46 6.2.5 AudioProgrammingandDAW............................ 46 6.3 AnalysisandExperiment ............................................ 47 6.3.1 RhythmandMelodyCreationviaAutomata.............. 47 6.3.2 RUBATO(cid:2)ComponentsforAnalysis..................... 48 6.4 Software-Base ExperimentalMusic Theory: Rubato’s MetroRubetteforBrahms’sSonataOp. 1 .......................... 50 6.4.1 Introduction................................................. 50 6.4.2 InnerMetricAnalysis ...................................... 51 6.4.3 InnerMetricAnalysisofPianoSonataOp. 1, Movement1,Allegro....................................... 54 6.4.4 Conclusion.................................................. 61 6.5 Performance.......................................................... 62 6.5.1 NotePerformer.............................................. 62 6.5.2 RUBATO(cid:2) .................................................. 63 6.5.3 Melodyne ................................................... 64 6.6 Improvisation......................................................... 64 6.6.1 Nodal........................................................ 65 6.6.2 Impro-Visor................................................. 66 6.6.3 BandinaBox............................................... 67 6.7 Notation............................................................... 67 6.8 Education............................................................. 69 6.8.1 Auralia ...................................................... 69 6.8.2 Syntorial .................................................... 69 6.8.3 Counterpointer.............................................. 71 Contents xi 6.9 Hardware ............................................................. 71 6.9.1 Input......................................................... 71 6.9.2 MIDIKeyboards............................................ 72 6.9.3 AlternativeMIDIInputTools.............................. 74 6.9.4 Microphones................................................ 75 6.9.5 Output....................................................... 78 7 NewConceptsofMusicalInstruments................................... 81 7.1 TheClassificationofInstruments.................................... 81 7.1.1 Acoustic/Mechanical....................................... 81 7.1.2 Electroacoustic/Electromagnetic........................... 82 7.2 ExpansiveRealization................................................ 82 7.3 CreativeRealization.................................................. 84 8 MusicalDistributionChannels: NewNetworks......................... 87 8.1 AConceptualUnderstandingoftheEvolutionofMusic DistributioninHistory............................................... 87 8.1.1 Pre-InternetElectronicMusicDistributionMedia: PhonographicDisc,Cassette,andCompactDisc......... 88 8.2 PresentInternet-BasedChannels.................................... 90 8.3 Ubiquity and Omnipresence: Effects on Music ConsumptionStyles.................................................. 92 8.4 TheGlobalVillageofMusicasReshapedbyAlgorithms ......... 93 9 BigScienceinMusic........................................................ 95 9.1 Introduction........................................................... 95 9.2 Language,ModelsandTheorems ................................... 97 9.3 ExperimentsandtheOperationalizationoftheTheory............. 99 9.3.1 DatabaseManagementSystemResearch.................. 99 9.3.2 High PerformanceCombinatoricsand New MethodsinStatistics ....................................... 100 9.3.3 Laboratories................................................. 101 9.4 PoliticalAcceptance.................................................. 102 PartIII MathematicalConcepts 10 MathematicalMusicTheory .............................................. 105 10.1 TheMaMuThComponents.......................................... 105 10.1.1 TheLanguageinMaMuTh................................. 106 10.1.2 ModelsandTheorems...................................... 109 10.1.3 Experiments................................................. 110 10.2 TheCreativePowerofMaMuTh.................................... 110 11 Serialism: FailureofNewConceptsWithoutMusicalImpact ........ 111 11.1 PrinciplesofSerialism............................................... 111 11.2 Boulez’sConstructionandLigeti’sCritique........................ 112 11.3 GeneralizationofBoulez’sConstructionto12Instruments........ 116

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