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Thisvolumecontainsthefullresearchpapersofthe2nd International Con- renceonMusicandArti?cialIntelligence(ICMAI02),heldinSt. Cecilia sHall, Edinburgh,UK,12 14September2002. Theconferencewasjointlyorganizedby theFacultyofMusicandtheDivisionofInformatics,UniversityofEdinburgh. Eachofthepapersinthisvolumewasrefereedbyatleastthreereviewersfrom theProgramCommittee. AdditionalpaperswereacceptedasWork-in-Progress reports,publishedseparatelybytheDivisionofInformaticsoftheUniversity ofEdinburgh. Theconferenceprogramalsoincludedround-tablediscussions, electronicmusicconcerts,earlykeyboardintrumentdemonstrations,andvarious socialevents. Thefocusoftheconferencewasontheinterplaybetweenmusicaltheoryand practiceontheonehandandtechniquesandmethodsfromArti?cialIntelligence, includingcomputationalcognitivemodelingofmusicalprocesses,ontheother. Weareespeciallyinterestedinissuesofmusicalrepresentationandanalysis, associatedalgorithms,andtheevaluationofmusicalartefacts. MusicpresentsmanychallengesforAIandInformaticsingeneral. Whilethe analogieswithnaturallanguageandwithvisionareproductive,musicrequires novelsolutionstoitsownrepresentationalandalgorithmicproblems. Forthe musician,workinthisareacontributestowardsmusicologicalstudy,composition, performance,interactivesystems,andsoundsynthesis. Threedistinguishedscholarsinthearea,MiraBalaban,Jean-ClaudeRisset, andAntonioCamurri,agreedtogivetheinvitedkeynotes. Thesetalkscovered di?erentfeaturesofmusicalexperienceanditsrelationtoArti?cialIntelligence, namelymusicalconcepts,composition,andperformance. Morespeci?cally,Jean- ClaudeRisset stopicwasMusicalCompositionandArti?cialIntelligence:Some Precedents and Prospects,MiraBalaban swas Structure and Interpretation of Music Concepts Music from a Computational Perspective,andAntonio- murri swasComputationalModelsofExpressiveGesture. Thepapersintheconferencedealtwithawiderangeofaspectsofcurrent research,includingstructural,harmonic,andreductionalmusicanalysis,pattern representationanddiscoveryinbothmonophonicandpolyphonicmusic,music perceptionofmelodyandrhythm,therelationbetweenmusicandnaturallan- age,similarityandcategorization,musicandintonation,musicalexpressionand performance,soundprocessing,soundclassi?cations,commercialapplications, andmusicontheweb. Acknowledgements. Theeditorsaregratefulforallthehelpofthosewho madethepublicationofthisvolumepossible,andespeciallyDarrellConklin, VI Organization PeterNelson,EmiliosCambouropoulos,AlisonPease,andMarkSteedman;also, JordanFleming,EwenMaclean,andRobertDow;andtheFacultyofMusicand theDivisionofInformatics,UniversityofEdinburghfor?nancialsupport. July2002 ChristinaAnagnostopoulou MiguelFerrand AlanSmaill OrganizingCommittee AlanSmaill(Chair) ChristinaAnagnostopoulou(Co-chair) MiguelFerrand PeterNelson AlisonPease MarkSteedman ProgramCommittee ? JensArnspang(Alborg) GillianHayes(Edinburgh) MiraBalaban(Ben-Gurion) HenkjanHoning(Nijmegen) MartaOlivettiBelardinelli(Rome) JukkaLouhivuori(Jyvaskyla) RensBod(Amsterdam) TodMachover(MIT-MediaLab) CarolaBoehm(Glasgow) GuerinoMazzola(ZurichandVienna) AmilcarCardoso(Coimbra) StephenMcAdams(IRCAM) EmiliosCambouropoulos(Thessaloniki)EduardoMiranda(SONYCSL-Paris) ElaineChew(USC) PeterNelson(Edinburgh) DarrellConklin(ZymoGenetics) Fran coisPachet(SONYCSL-Paris) IanCross(Cambridge) StephenTravisPope(SantaBarbara) RogerDannenberg(CMU) AlanSmaill(Edinburgh) PeterDesain(Nijmegen) MarkSteedman(Edinburgh) AnastasiaGeorgaki(Athens) DavidTemperley(Rochester) InvitedSpeakers MiraBalaban(Ben-GurionUniversity,Israel) AntonioCamurri(UniversityofGenoa,Italy) Jean-ClaudeRisset(LaboratoiredeM echaniqueetd Acoustique,France) TableofContents InvitedTalks StructureandInterpretationofMusicConcepts:Musicfroma ComputationalPerspective. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 MiraBalaban ExpressiveGesture. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 AntonioCamurri RegularContributions AGeneralParsingModel
Inhaltsverzeichnis
Invited Talks.- Structure and Interpretation of Music Concepts: Music from a Computational Perspective.- Expressive Gesture.- Regular Contributions.- A General Parsing Model for Music and Language.- The Spiral Array: An Algorithm for Determining Key Boundaries.- Representation and Discovery of Vertical Patterns in Music.- Discovering Musical Structure in Audio Recordings.- Real Time Tracking and Visualisation of Musical Expression.- Automatic Classification of Drum Sounds: A Comparison of Feature Selection Methods and Classification Techniques.- Some Formal Problems with Schenkerian Representations of Tonal Structure.- Respiration Reflecting Musical Expression: Analysis of Respiration during Musical Performance by Inductive Logic Programming.- Mimetic Development of Intonation.- Interacting with a Musical Learning System: The Continuator.- Recognition of Isolated Musical Patterns Using Hidden Markov Models.- A Model for the Perception of Tonal Melodies.- Control Language for Harmonisation Process.- Evaluating Melodic Segmentation.- Combining Grammar-Based and Memory-Based Models of Perception of Time Signature and Phase.- A Bayesian Approach to Key-Finding.
