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Sound, Symbol, Idea= :

Overview

1. Providers and Consumers:
Who wants what?

What do users expec= t of musical queries?

Who serves users?

A “natural history”= of musical similarity

Internal vs. Extern= al Concepts of Similarity, or
How Musicians Think

Internal/External Similarity, or
How Researchers Think

Research in progres= s

2. Technical Founda= tions

The Three Domains of Musical Information

Models of Musical Information

Data domains in real applications

Sound and symbol: I= nput

Core data for notat= ion

Storing input data = for notation

Core data retrievab= le from MIDI

Data content vs. Queriable Content: Cognitive Considerations

3. Common Abstracti= ons of Melody

Rhythm and Meter: Cognitive aspects

Metrical Hierarchie= s

Contours and Segmen= ts

Phrase length vs. c= ontour type

Themefinder: A sear= ch application

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Sound, Symbol, Idea= :
Eleanor Selfridge-F= ield
Craig Stuart Sapp

Overview
Providers and Consu= mers: Who wants what?
User expectations
Who serves users?
Do musicians and re= searchers think alike?
Technical Foundatio= ns
Sound, graphics, id= ea
Data domains=
Needs for notation = and sounds
Data formats and se= archability
Coordinating the th= ree data domains
Common Abstractions= of Melody
Meter and rhythm
Hierarchies<= /td>
Contours and segmen= ts
Phrase length and c= ontour type
Hit Quality<= /td>
Properties of machi= ne hits
Properties of human= hits
A cognitive distanc= e metric
Tune Families
Human melodic group= ings
Melodies of the min= d

1. Providers and Consumers:
Who wants what?

What do users expec= t of musical queries?
Searchers
Performers
Music theorists/ana= lysts
Copyright administr= ators
E-commerce shoppers=

Who serves users?
Methodologists
Music perception an= d cognition researchers
Software engineers<= /font>
Computer scientists=
Informatics special= ists
Content Providers
Librarians (esp. mu= sic librarians)
Website administrat= ors
Advertisers, “push” technologists
Digital rights mana= gers

A “natural history”= of musical similarity
Concept of similari= ty fundamental to organization of most music
Types of similarity= widely variant
Roles of similarity= widely variant
Structural features=
Continuity/contrast=
Do musicians and re= searchers think alike???

Internal vs. Extern= al Concepts of Similarity, or
How Musicians Think
Internal similarity=
Thematic similarity= within one work
Thematic developmen= t
Sonata form<= /td>
Binary, ternary for= ms
Leitmotifs
Contrapuntal techni= ques
Types and roles of = similarity well understood
Judgments intuitive=

Internal/External Similarity, or
How Researchers Think
External similarity=
Thematic similarity= across works
Tune families
Does this remind yo= u of….?
Social contexts
 Types and roles of similarity poorly understood
 Judgments usually aim to be statistica= l
What can we learn f= rom each other?

Research in progres= s
Melodic patterns:
Emilios Cambouropou= los (Thessaloniki)
Melodic perception:=
Jane Singer (Jerusa= lem)
Daniel Muhlensiefen= (Hamburg)
User behavior:
Micheline Lesaffre = et al. (Ghent)

2. Technical Founda= tions
Sound, Graphics, an= d Logical Information

The Three Domains of Musical Information
Perceptive/cognitiv= e level
Information/symbol = level
Instantiation level=
Sound
Graphics (notation)=

Models of Musical Information

Data domains in real applications

Sound and symbol: I= nput

Core data for notat= ion

Storing input data = for notation

Core data retrievab= le from MIDI

Data content vs. Queriable Content: Cognitive Considerations
Non-sounding graphi= cal objects
Sound/symbol discre= pancies
Uncertain number of= events
Contextual inferenc= es for pitch
Contextual inferenc= es for duration
Dynamics indication= s
Articulation marks<= /font>

3. Common Abstracti= ons of Melody

Rhythm and Meter: Cognitive aspects

Metrical Hierarchie= s

Contours and Segmen= ts
Segments
Linear; melody cons= ists of component sections
Assumes disjunction= of elements
Usually takes durat= ion and accent into account
Contours
Linear; melody is b= est described by its general shape
Assumes disjunction= of elements
Ignores meter and d= uration

Phrase length vs. c= ontour type

Themefinder: A sear= ch application

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‹footer›Selfridge-Field/Sapp
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Second level
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‹date/time›ISMIR 2003
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‹date/time›
‹footer›
= 249;#›
Click to edit Master title style<= /div>
Click to edit Master subtitle sty= le
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‹h= eader›
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‹date/time›
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‹f= ooter›
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<= b>Sound, Symbol, Idea:
T= hree Approaches to Music Query
=
Ele= anor Selfridge-Field
Craig Stuart Sa= pp
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Overview<= /font>
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=
1. Providers and Consumers:
<= b>Who wants what?
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<= /td>
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queries?<= /font>
<= /td> <= /td> <= /td> <= /td>
n Sear= chers
¨ Perf= ormers
¨ Mus= ic theorists/analysts
¨ Cop= yright administrators
¨ E-c= ommerce shoppers
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Who serves u= sers?
<= /td> <= /td> = <= /td> <= /td>
n = Methodologists
¨ Mu= sic perception and cognition researchers
¨ Sof= tware engineers
¨ Com= puter scientists
¨ Inf= ormatics specialists
n = Content Providers
¨ Lib= rarians (esp. music librarians)
¨ Web= site administrators
¨ Adv= ertisers, “push” technologists
¨ Dig= ital rights managers
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A “natural h= istory” of musical similarity
<= /td> <= /td> <= /td> <= /td> = <= /td>
n Concept of similarity fundamental to organization of
most= music
n = Types of similarity widely variant
n = Roles of similarity widely variant
¨ Str= uctural features
¨ Con= tinuity/contrast
n Do= musicians and researchers think alike???
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=
= Internal vs. External Concepts of Similarity, or
How Musician= s Think
<= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td>
n Internal similarity
¨ Th= ematic similarity within one work
n The= matic development
n Sona= ta form
n Bin= ary, ternary forms
n Leit= motifs
n Con= trapuntal techniques
¨ Ty= pes and roles of similarity w= ell understood
¨ Jud= gments intuitive
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=
Internal/Ext= ernal Similarity, or
= How Researchers Think
<= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td>
n External similarity
¨ The= matic similarity across works
n Tune= families
n Doe= s this remind you of….?
n Soci= al contexts
¨  T= ypes and roles of similarity poorly understood
¨  Judgments usually aim to be <= font face=3DArial color=3D"#D60093" size=3D2>statistical
n What can we learn from each other?
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Research in = progress
<= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td> <= /td>
n Me= lodic patterns:
¨ Em= ilios Cambouropoulos
(The= ssaloniki)
n Me= lodic perception:
¨ Ja= ne Singer (Jerusalem)
¨ Dan= iel Muhlensiefen
(Ham= burg)
n Use= r behavior:
¨ Mic= heline Lesaffre et al.
(Ghe= nt)
Smith, Witten e= t al. (1998)
=
Fin= dings from Lesaffre et al., Computing in
Musicology 14 (2004)
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Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhBQAKAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQAC AAYAgAAAAAAAAAIFDGChaAUAOw== ------=_NextPart_01C51A9D.264B1690 Content-Location: file:///C:/E738C6A9/SoundSymbolIdea_ISMIR2003I_files/v3_master43_image027.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhLQAKAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAAAAQAo AAYAgAAAAAAAAAIvDIJwlretkEyzmriyu9dphkWSIn5PRzagNz6ZupEpS4sdg2OcvMcfvlsJUxZg rgAAOw== ------=_NextPart_01C51A9D.264B1690 Content-Location: file:///C:/E738C6A9/SoundSymbolIdea_ISMIR2003I_files/v3_slide0021.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="windows-1252" Sound, Symbol, Idea:
<= b>2. Technical Foundations
<= /td>
Sou= nd, Graphics, and Logical
Information
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=
= The Three Domains of Musical
Information<= /b>
Sound output
<= /td> <= /td> <= /td> <= /td> <= /td>
n Per= ceptive/cognitive level
n Inf= ormation/symbol level
n Ins= tantiation level
¨ Soun= d
¨ Gra= phics (notation)
“The Work”
Graphic output
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Models of Mu= sical Information
Peer-to-Peer<= /b>
Hierarchical<= /b>
L= ogical work
S= ound
N= otation
Solar
Venn Diagram<= /b>
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Data domains= in real applications
Methods
Software<= /font>
<= /td> <= /td> <= /td> <= /td>
v Humdrum **kern
v DARM= S
v Fina= le, Sibelius
v Fina= le, Sibelius
v capella
v Muse= Data
<= /td> <= /td> <= /td> <= /td>
v ASC= II code/keyboard
v ASC= II keyboard overlay
v MIDI keyboard
v Mou= se/symbol menu
v Templates=
v Mult= i-stage
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Core data fo= r notation
<= /td> <= /td> <= /td>
P= itch features:*
v Lett= er name
v Octa= ve number
v Inflection
<= /td> <= /td>
Pitch
Duration
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charset="windows-1252" Sound, Symbol, Idea:
Core data re= trievable from MIDI
<= /td> <= /td>
Pitch
Duration
MIDI   Heavy on sound information, weak on symbolic information
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=
= Data content vs. Queriable Content:
Cognitive Co= nsiderations
<= /td> <= /td> = <= /td> <= /td> <= /td> <= /td> <= /td>
n No= n-sounding graphical objects
n So= und/symbol discrepancies
¨ Unc= ertain number of events
¨ Con= textual inferences for pitch
¨ Con= textual inferences for duration
¨ Dyn= amics indications
¨ Art= iculation marks
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<= b>3. Common Abstractions of Melody
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Rhythm and M= eter: Cognitive aspects
Accentual structure:*
*
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Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="windows-1252" Sound, Symbol, Idea:
Contours and= Segments
<= /td> <= /td> <= /td> <= /td> = <= /td> =
n Seg= ments
¨ Lin= ear; melody consists of component sections
¨ Ass= umes disjunction of elements
¨ Usu= ally takes duration and accent into account
n Cont= ours
¨ Lin= ear; melody is best described by its general shape
¨ Ass= umes disjunction of elements
¨ Ign= ores meter and duration
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Phrase lengt= h vs. contour type
Huron, CM 10 (1= 996)
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Themefind= er: A search application
Presented by Cr= aig Stuart Sapp
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1
Sound, Symbol, Idea:
Eleanor Selfridge-Field
Craig Stuart Sapp
Three Approaches to Music Query
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file:///C:/E738C6A9/SoundSymbolIdea_ISMIR2003I_files/slide0006.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Sound, Symbol, Idea:
Selfridge-Field/Sapp
2
ISMIR = 2003
Overvie= w
nProviders and Consumers: Who wants what?
¨User expectations
¨Who serves users?
¨Do musicians and researchers think alike?
¨ =
nTechnical Foundations
¨Sound, graphics, idea
¨Data domains
¨Needs for notation and sounds
¨Data formats and searchability <= /div>
¨Coordinating the three data domains
¨
nCommon Abstractions of Melody
¨Meter and rhythm
¨Hierarchies
¨Contours and segments
¨Phrase length and contour type <= /div>
¨
nHit Quality
¨Properties of machine hits
¨Properties of human hits
¨A cognitive distance metric
¨
nTune Families
¨Human melodic groupings
¨Melodies of the mind
¨
¨
n&= #13;
¨
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3
1. Providers and Consumers:
Who wants what?
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Selfridge-Field/Sapp
4
ISMIR = 2003
What do users expect of musical queries?
nSearchers
¨Performers
¨Music theorists/analysts
¨Copyright administrators
¨E-commerce shoppers
¨
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Selfridge-Field/Sapp
5
ISMIR = 2003
Who serves users?
§ <= /span>
nMethodologists
¨<= /span>Music perception and cognition researchers
¨<= /span>Software engineers
¨<= /span>Computer scientists
¨<= /span>Informatics specialists
¨
nContent Providers
¨<= /span>Librarians (esp. music librarians)
¨<= /span>Website administrators
¨<= /span>Advertisers, “push” technologists =
¨<= /span>Digital rights managers
¨
n
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Selfridge-Field/Sapp
6
ISMIR = 2003
A “natural history” of musical similar= ity
nC= oncept of similarity fundamental to organization of most music
n
nTypes of similarity widely variant&= #13;
n
nRoles of similarity widely variant&= #13;
¨Structural features
¨Continuity/contrast
¨
nDo musicians and researchers think alike???
n
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Selfridge-Field/Sapp
7
ISMIR = 2003
Internal vs. External Concepts of Similarity, or
How Musicians Think
nInternal similarity
¨Thematic similarity within one work
nThematic development
nSonata form
nBinary, ternary forms
nLeitmotifs
nContrapuntal techniques
n
¨Types and roles of similarity well understood
¨
¨Judgments intui= tive
¨
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Selfridge-Field/Sapp
8
ISMIR = 2003
Internal/External Similarity, or
How Researchers Think <= /span>
nExternal similarity
¨<= /span>Thematic similarity across works
nTune families
nDoes this remind you of….?
nSocial contexts
¨ Type= s and roles of similarity = poorly understood
¨<= /span> Judg= ments usually aim to be st= atistical
¨
nWhat can we learn from each other?
n
n
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9
ISMIR = 2003
Research in progress
nMelodic patterns: &#= 13;
¨<= /span>Emilios Cambouropoulos (Thessaloniki)
nMelodic perception:
¨Jane Singer (Jerusalem)
¨<= /span>Daniel Muhlensiefen (Hamburg)
nUser behavior: =
¨<= /span>Micheline Lesaffre et al. (Ghent)
n
Findings from Lesaffre et = al., Computing in Musicology 14 (2004)
Smith, Witten et al. (1998)
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10
2. Technical Foundations
Sound, Graphics, and Logical Inform= ation
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Selfridge-Field/Sapp
11
ISMIR = 2003
The Three Domains of Musical Information
nPerceptive/cognitive level
n
nInformation/symbol level
n
nInstantiation level
¨Sound
¨Graphics (notation)
n
“The Work”
Sound output
Graphic output
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Selfridge-Field/Sapp
12
ISMIR = 2003
3D"Organization
Models = of Musical Information
Music
Sound
Notation
Logical Work
Sound
Notation
Logical work
Hie= rarchical
Solar
Pe= er-to-Peer
Venn Diagram
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Selfridge-Field/Sapp
13
ISMIR = 2003
Data do= mains in real applications
vASCII code/keyboard
<= span style=3D'mso-special-format:bullet;position:absolute;left:-6.5%;font-famil= y: Wingdings'>vASCII keyboard overlay
<= span style=3D'color:#996600'>vMIDI keyboard
<= span style=3D'mso-special-format:bullet;position:absolute;left:-7.38%;font-fami= ly: Wingdings'>vMouse/symbol menu
<= span style=3D'mso-special-format:bullet;position:absolute;left:-7.48%;font-fami= ly: Wingdings'>vTemplates
<= span style=3D'mso-special-format:bullet;position:absolute;left:-7.48%;font-fami= ly: Wingdings'>vMulti-stage
Methods
Software
=
<= span style=3D'color:#996600'>vHumdrum **kern
<= span style=3D'mso-special-format:bullet;position:absolute;left:-8.79%;font-fami= ly: Wingdings'>vDARMS
<= span style=3D'mso-special-format:bullet;position:absolute;left:-8.79%;font-fami= ly: Wingdings'>vFinale, Sibelius
<= span style=3D'mso-special-format:bullet;position:absolute;left:-8.79%;font-fami= ly: Wingdings'>vFinale, Sibelius
<= span style=3D'mso-special-format:bullet;position:absolute;left:-8.79%;font-fami= ly: Wingdings'>vcapella
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charset="us-ascii" Sound, Symbol, Idea:
Selfridge-Field/Sapp
14
ISMIR = 2003
Sound and symbol: Input
1. Sound
2. Symbol
3. Stored data
Guido Noteserver
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quoted-printable Content-Type: text/html; charset="us-ascii" Sound, Symbol, Idea:
Selfridge-Field/Sapp
15
ISMIR = 2003
Core data for notation
Pitch =
Duration
Pitch features:*
<= span style=3D'mso-special-format:bullet;position:absolute;left:-9.91%;font-fami= ly: Wingdings'>vLetter name
<= span style=3D'mso-special-format:bullet;position:absolute;left:-9.91%;font-fami= ly: Wingdings'>vOctave number
<= span style=3D'mso-special-format:bullet;position:absolute;left:-9.91%;font-fami= ly: Wingdings'>vInflection
*Require= d for articulate notation
Dur= ation features:*
= v Meter
<= span style=3D'font-size:89%'>v Measures
v Relative duration
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text/html; charset="us-ascii" Sound, Symbol, Idea:
Selfridge-Field/Sapp
16
ISMIR = 2003
Storing= input data for notation
Pitch (key no.)
Note duration
Note prolongation
Octave number
Pitch inflection
Data representation stored
"= ;FrereJacques"
60
72
48
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R0lGODlhCgBKAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAIAAgAF AEgAgAAAAAAAAAIrBGKGGtv44lPp1EUTtvr6DmYiN27mV6Lkeoas2qZu/M7wbefyXvP0j5MVAAA7 ------=_NextPart_01C51A9D.264B1690 Content-Location: file:///C:/E738C6A9/SoundSymbolIdea_ISMIR2003I_files/slide0011_image115.gif Content-Transfer-Encoding: base64 Content-Type: image/gif R0lGODlhCgBKAHcAMSH+GlNvZnR3YXJlOiBNaWNyb3NvZnQgT2ZmaWNlACH5BAEAAAAALAIAAwAG AEYAgAAAAAAAAAIyBBJmqMjnoEtLVUubPTtfjXViSILmh3Jl6qmny45vS8vxCuc1vs+2/uvdfLyg sYgEFQAAOw== ------=_NextPart_01C51A9D.264B1690 Content-Location: file:///C:/E738C6A9/SoundSymbolIdea_ISMIR2003I_files/slide0012.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" Sound, Symbol, Idea:
Selfridge-Field/Sapp
17
ISMIR = 2003
Core da= ta retrievable from MIDI
Pitch =
Duration
Pitch features:
v-Pitch via Key number (implicit)&= #13;
v-Octave number via Key number (implicit)
v-Inflection via interpretation by software (interpreted)
Du= ration features:
v Mete= r via meta-record (deduced)&#= 13;
v Meas= ure via clock-time (deduced) = ;
v Rela= tive duration via clock-time (deduced)
MIDI Heavy on sound information, weak on symbolic informat= ion
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