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‹date/time› Mus 254/CS 275B
‹fo=
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Using Musical Information:
Query, Analysis, and Style Simu=
lation
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Mus 254/CS 275B
Stanford University
Spring Quarter
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
2
=
Musical Data Structure and =
span>=
Content
Sound (MIDI)
Musical data
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Musical Data--Applications
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Main
topics covered
<=
span
class=3DBB style=3D'position:absolute;left:-6.51%'>o Query
<=
span
class=3DBB style=3D'position:absolute;left:-6.51%'>o Style
<=
span
class=3DBB style=3D'position:absolute;left:-6.51%'>o Procedure/struc=
ture
<=
span
class=3DBB style=3D'position:absolute;left:-6.51%'>o Data
acquisition/interchange
<=
span
class=3DBB style=3D'position:absolute;left:-6.51%'>o Data as intelle=
ctual
property
<=
span
class=3DBB style=3D'position:absolute;left:-6.51%'>o Data presentati=
on
<=
span
style=3D'visibility:hidden'>o
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Data
=3D symbolic code
=
o Why?
n Secure
n Scalable
o
=
o What?
n Humdrum
Toolkit
n **kern representation (CMN)
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
1. Query: Approaches
Query meta-data
(bibliographical)
Query "meaning"
(structural)
Query means many =
=
things to many people. Generally, assumes meanings vary by academic =
discipline.
Librarians focus on meta-data. Audio engineers focus on sound. Music theorists and analysts focus on structural concepts and semantic meaning.
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Query: Data types
Query by sound
(commercial)
Query by symbol
(bibliographical)
Query by "meaning"
(analytical)
Sound =
data
Text data
Semantic =
data
Metadata
searches require
textual data, which is present even in audio recordings.
Symbolic c=
ode
(of the kinds
addressed here) cannot be derived from audio files. It must be provided by other means.
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Query: Symbolic approach
Query meta-data
(bibliographical)
Query "meaning"
(structural)
Query symbolic
code
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Query: Sample applications
Query by symbol
( Themefinder )
Query by "meaning"
(if ≠ metadataR=
30;)
Sound =
data
Symbolic =
data
Semantic
data
We will ex=
amine
one application
in each of these
basic areas.
Themefinder:
www.themefinder.org
Meldex:
http://nzdl2.cs.waikato.ac.nz/….
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Met=
a-data/Semantic
searching…
• fruit
• jars
• cloths
<=
span
style=3D'font-family:Verdana;visibility:hidden'>•
=
<=
span
style=3D'font-family:Verdana;font-size:89%'>• peaches
<=
span
style=3D'font-family:Verdana;font-size:89%'>• vase
<=
span
style=3D'font-family:Verdana;font-size:89%'>• apricot
<=
span
style=3D'font-family:Verdana;visibility:hidden'>•
=
=
• blue
=
• green
=
• white
=
<=
span
style=3D'font-family:Verdana;font-size:89%'>• teal (blue)
<=
span
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
2. Musical Style/3. Procedur=
e
o Tradit=
ional
studies
n Harmony
n Counterpoint
n Thematic
form
n Melodic
process
n Listening
o
o
o
o
o
=
o How?
n Observation,
selection
n Observation, generation
=
div>
n Observation (schematic)
=
div>
n Observation,
trial/error
n Real-time
perception
n
n
How does o=
ne
create applications that approximate to human analytical techniques for stud=
ying music?
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Style
analysis: Ext=
rapolation/Reduction
This Shenk=
erian reduction attempts to <=
/span>depict the fundamental =
harmonic activity (bottom) in the example at the top.
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Style analysis: Data types
Analyze
sound
Analyze sem=
antics
Sound d=
ata
Symbolic data
Semantic data
Before one=
can
analyze digital
music files, it is essential to understand what kinds of information are (and are not) in =
span>different kinds of files.
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Style analysis
o Corolla=
ries:
n Test an=
alyses
(as in "generate and test")
n Explore=
human
perception/recognition skills
o Applica=
tion
areas:
n Analysis
facilitation (Andreas Kornstaedt)
n Style
evaluation (Yi-Wen Liu)
n Style
replication (David Cope)
n Non-Western music (Parag Chordia, Sachiko Deguchi, Craig Sapp)
o
o
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Style Simulation: Procedure
Sound =
data
Symbolic =
data
Semantic =
data
Create gram=
mar
=
Create
MIDI data
Parse
and store
EMI =
data
Search
EMI data
Generate
new work…
The best-k=
nown
experimenter with style simulation has been David Cope (UCSC). This model =
describes his overall approach=
.
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
EMI's First Brandenburg
Before its=
=
decommissioning =
=
(2004), EMI =
produces many =
dozens of works— <=
/span><=
span
style=3D'font-family:Verdana;font-size:89%'>”Bach” inventions,=
“Mozart” piano sonata movements, a “Mahler” opera, =
span> =
and (here) a =
“Brandenburg” =
concerto.
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
4. =
Data
Acquisition/Interchange
o Optical
recognition
o Preproc=
essing
for query
o Database
development, management
o Interch=
ange
standards (XML)
o Applica=
tions:
n OMR: Wa=
lter
Hewlett
n Preproc=
essing:
Themefinder
n MusicXM=
L:
Michael Good
o
Before dat=
a can
be analyzed,
it needs to be
fed in some manner to a computer. These approaches involve optical recognition, =
span>manual encoding, and =
span>data conversion. =
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
5.
Musical data as Intellectual Property
o Defining
content
o Methods=
of
fixing data
o Methods=
of
identifying owner
n Content=
/fixed
form (Eleanor)
n Waterma=
rking
(Yi-Wen)
The jury i=
s out
on the status
of editable musical
data and simulated
repertories as intellectual property. Stay tuned to this space….
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
6. Data presentation
o Craig
Sapp: Keyscapes (visual harmonic analysis)
Schubert:
Piano Variations
These tria=
ngles
shown, from bottom to top, the use of harmonic regions in progressively larger
windows of time.
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
Mus 254/CS 275B
Eleanor Selfrifdge-Field 1996-2005
Speakers
o In prev=
ious
years, our speakers have included
n
n=
Jonathan
Foote (FX Lab)
n=
Michael
Good (Recordare)
n=
David
Cope (UCSC)
n
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‹header›
‹date/time› =
Click to edit Master text styles
Second level
Third level
Fourth level
Fifth level
Mus =
254/CS
275B
‹#›
Themefinder: www.themefinder.org
Meldex: http://nzdl2.cs.waikato.ac.nz/….
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------=_NextPart_01C5313D.2C0F8D70
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win =3D window.open( MHTMLPrefix+href,null,"toolbar=3D0,resizable=3D1,top=
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if( PPTSld.g_animUseRuntime )
win.document.body.PPTSldFrameset=3Dwindow;
}
else
{
win =3D window.open( MHTMLPrefix+href,null,"fullscreen=3Dyes" );
if( PPTSld.g_animUseRuntime )
win.document.body.PPTSldFrameset=3Dwindow;
}
}
function ToggleVNarration()
{
rObj=3DPPTSld.document.all("NSPlay")
if( rObj && !PPTSld.g_animUseRuntime ) {
if( (rObj.playState =3D=3D 1)||(rObj.playState =3D=3D 0) )
rObj.Play()
else if( rObj.playState =3D=3D 2 )
rObj.Pause()
else
return;
}
else if( PPTSld.g_animUseRuntime )
{
narObj =3D PPTSld.document.all("narrationID")
if( narObj )
narObj.togglePause()
}
}
function GetCurSldNum()
{
obj=3DGetHrefObj(gCurSld)
if( obj.mOrigVis =3D=3D 1 )
return obj.mSldIdx
else
return gCurSld
}
function GetNumSlds()
{
if( GetHrefObj(gCurSld).mOrigVis =3D=3D 1 )
return GetSldList().mNumVisSlds;
else
return GetSldList().mList.length
}
function GetSldNum( href )
{
for(ii=3D0; ii 1 )
PopSldList();
else if( !IsFramesMode() ) {
if( gLoopCont )
GoToFirst()
else
EndShow()
}
}
function GoToPrevSld()
{
ii=3DgCurSld-1
if( ii > 0 ) {
obj=3DGetHrefObj(ii)
while ( obj && ( obj.mVis =3D=3D 0 ) && ( ii>0 ) )
obj=3DGetHrefObj(--ii)
if( ii =3D=3D 0 ) ii=3D1
GoToSldNum(ii)
}
}
function GoToFirst(){ GoToSld( GetHrefObj(1).mSldHref ) }
function GoToLast()
{
ii=3DGetSldList().mList.length
if( ii !=3D gCurSld )
GoToSld( GetHrefObj(ii).mSldHref )
}
function GoToSldNum( num )
{
if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue
obj =3D GetHrefObj( num )
obj.mVis=3D1
gPrevSld=3DgCurSld
gCurSld =3D num;
PPTSld.location.replace(MHTMLPrefix+obj.mSldHref)
if( IsFramesMode() ) {
UpdNavPane(); UpdOtlPane(); UpdNtsPane()
}
}
function GoToSld( href )
{
if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue
GetHrefObj( GetSldNum(href) ).mVis=3D1
PPTSld.location.replace(MHTMLPrefix+href)
}
function SldUpdated( id )
{
if( id =3D=3D GetHrefObj(gCurSld).mSldHref ) return
gPrevSld=3DgCurSld
gCurSld=3DGetSldNum(id)
if( IsFramesMode() ) {
UpdNavPane(); UpdOtlPane(); UpdNtsPane()
}
}
function PrevSldViewed(){ GoToSld( GetHrefObj(gPrevSld).mSldHref ) }
function HasPrevSld() { return ( gIsEndShow || ( gCurSld !=3D 1 && GetHrefO=
bj( gCurSld-1 ).mVis =3D=3D 1 )||( GetCurSldNum() > 1 ) ) }
function HasNextSld() { return (GetCurSldNum() !=3D GetNumSlds()) }
function CloseWindow() {
if( HideMenu() ) return;
var event =3D PPTSld.event;
if( !IsFramesMode() && event && (event.keyCode=3D=3D27 || event.keyCode=3D=
=3D32 || event.type=3D=3D"click" ) )
window.close( self );
CatchNumKeys( self, event );
}
function Unload() { gIsEndShow=3D0; }
function SetupEndShow() {
gIsEndShow=3D1;
PPTSld.document.body.scroll=3D"no";
PPTSld.document.onkeypress=3DCloseWindow;
PPTSld.document.onclick=3DCloseWindow;
PPTSld.document.oncontextmenu=3D_CM;
}
function EndShow()
{
if( IsFramesMode() ) return
if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue
doc=3DPPTSld.document
doc.open()
doc.writeln('' + ENDSHOW_MESG + '
')
doc.close()
}
function SetSldVisited(){ GetSldList().mList[gCurSld-1].mVisited=3Dtrue }
function IsSldVisited(){ return GetSldList().mList[gCurSld-1].mVisited }
function hrefList( sldHref, visible, advDelay, advClk )
{
this.mSldHref=3D this.mNtsHref =3D sldHref
this.mOrigVis=3D this.mVis =3D visible
this.mVisited=3D false
this.mAdvDelay=3D advDelay
this.mAdvOnClk=3D advClk
}
function SldList(arr,curSld,fEnd)
{
this.mCurSld =3D curSld;
this.mList =3D new Array();
var idx =3D 1;
for(ii=3D0;ii 0) {
PushSldList(sldList,fEnd);
gCurSld =3D 1;
}
else
if( PPTSld.event ) PPTSld.event.cancelBubble=3Dtrue
}
function PushSldList(arr,fEnd) {
var ii =3D gSldStack.length;
gSldStack[ii] =3D new SldList(arr,gCurSld,fEnd);
GoToSld( gSldStack[ii].mList[0].mSldHref );
}
function PopSldList() {
if (gSldStack[gSldStack.length-1].fEndShow)
EndShow()
else {
gCurSld =3D gSldStack[gSldStack.length-1].mCurSld;
gSldStack[gSldStack.length-1] =3D null;
gSldStack.length--;
var sldList =3D gSldStack[gSldStack.length-1];
GoToSld( sldList.mList[gCurSld - 1].mSldHref );
}
}
var custShowList=3Dnew Array();
function ImgBtn( oId,bId,w,action )
{
var t=3Dthis
t.Perform =3D _IBP
t.SetActive =3D _IBSetA
t.SetInactive=3D _IBSetI
t.SetPressed =3D _IBSetP
t.SetDisabled=3D _IBSetD
t.Enabled =3D _IBSetE
t.ChangeIcon =3D null
t.UserAction =3D action
t.ChgState =3D _IBUI
t.mObjId =3D oId
t.mBorderId=3D bId
t.mWidth =3D w
t.mIsOn =3D t.mCurState =3D 0
}
function _IBSetA()
{
if( this.mIsOn ) {
obj=3Dthis.ChgState( gHiliteClr,gShadowClr,2 )
obj.style.posTop=3D0
}
}
function _IBSetI()
{
if( this.mIsOn ) {
obj=3Dthis.ChgState( gFaceClr,gFaceClr,1 )
obj.style.posTop=3D0
}
}
function _IBSetP()
{
if( this.mIsOn ) {
obj=3Dthis.ChgState( gShadowClr,gHiliteClr,2 )
obj.style.posLeft+=3D1; obj.style.posTop+=3D1
}
}
function _IBSetD()
{
obj=3Dthis.ChgState( gFaceClr,gFaceClr,0 )
obj.style.posTop=3D0
}
function _IBSetE( state )
{
var t=3Dthis
GetObj( t.mBorderId ).style.visibility=3D"visible"
if( state !=3D t.mIsOn ) {
t.mIsOn=3Dstate
if( state )
t.SetInactive()
else
t.SetDisabled()
}
}
function _IBP()
{
var t=3Dthis
if( t.mIsOn ) {
if( t.UserAction !=3D null )
t.UserAction()
if( t.ChangeIcon ) {
obj=3DGetObj(t.mObjId)
if( t.ChangeIcon() )
obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-4)*t.mWidth
else
obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-0)*t.mWidth
}
t.SetActive()
}
}
function _IBUI( clr1,clr2,nextState )
{
var t=3Dthis
SetBorder( GetObj( t.mBorderId ),clr1,clr2 )
obj=3DGetObj( t.mObjId )
obj.style.posLeft=3Dobj.style.posLeft+(t.mCurState-nextState)*t.mWidth-obj=
.style.posTop
t.mCurState=3DnextState
return obj
}
function TxtBtn( oId,oeId,action,chkState )
{
var t=3Dthis
t.Perform =3D _TBP
t.SetActive =3D _TBSetA
t.SetInactive=3D _TBSetI
t.SetPressed =3D _TBSetP
t.SetDisabled=3D _TBSetD
t.SetEnabled =3D _TBSetE
t.GetState =3D chkState
t.UserAction =3D action
t.ChgState =3D _TBUI
t.mObjId =3D oId
t.m_elementsId=3D oeId
t.mIsOn =3D 1
}
function _TBSetA()
{
var t=3Dthis
if( t.mIsOn && !t.GetState() )
t.ChgState( gHiliteClr,gShadowClr,0,0 )
}
function _TBSetI()
{
var t=3Dthis
if( t.mIsOn && !t.GetState() )
t.ChgState( gFaceClr,gFaceClr,0,0 )
}
function _TBSetP()
{
if( this.mIsOn )
this.ChgState( gShadowClr,gHiliteClr,1,1 )
}
function _TBSetD()
{
this.ChgState( gFaceClr,gFaceClr,0,0 )
this.mIsOn =3D 0
}
function _TBSetE()
{
var t=3Dthis
if( !t.GetState() )
t.ChgState( gFaceClr,gFaceClr,0,0 )
else
t.ChgState( gShadowClr,gHiliteClr,1,1 )
t.mIsOn =3D 1
}
function _TBP()
{
var t=3Dthis
if( t.mIsOn ) {
if( t.UserAction !=3D null )
t.UserAction()
if( !t.GetState )
return
if( t.GetState() )
t.SetPressed()
else
t.SetActive()
}
}
function _TBUI( clr1,clr2,lOffset,tOffset )
{
SetBorder( GetObj( this.mObjId ),clr1,clr2 )
Offset( GetObj( this.m_elementsId ),lOffset,tOffset )
}
function Offset( obj, top, left ){ obj.style.top=3Dtop; obj.style.left=3Dle=
ft }
function SetBorder( obj, upperLeft, lowerRight )
{
s=3Dobj.style;
s.borderStyle =3D "solid"
s.borderWidth =3D 1
s.borderLeftColor =3D s.borderTopColor =3D upperLeft
s.borderBottomColor=3D s.borderRightColor =3D lowerRight
}
function GetBtnObj(){ return gBtnArr[window.event.srcElement.id] }
function BtnOnOver(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetActive() }
function BtnOnDown(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetPressed() }
function BtnOnOut(){ b=3DGetBtnObj(); if( b !=3D null ) b.SetInactive() }
function BtnOnUp()
{
b=3DGetBtnObj()
if( b !=3D null )
b.Perform()
else
Upd()
}
function GetNtsState(){ return parent.gNtsOpen }
function GetOtlState(){ return parent.gOtlOpen }
function GetOtlTxtState(){ return parent.gOtlTxtExp }
function NtsBtnSetFlag( fVal )
{
s=3Ddocument.all.item( this.m_flagId ).style
s.display=3D"none"
if( fVal )
s.display=3D""
else
s.display=3D"none"
}
function _BSetA_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S=
etActive() }
function _BSetI_Border(){ b =3D gBtnArr[this.mObjId]; if( b !=3D null ) b.S=
etInactive() }
var gHiliteClr=3D"THREEDHIGHLIGHT",gShadowClr=3D"THREEDSHADOW",gFaceClr=3D"=
THREEDFACE"
var gBtnArr =3D new Array()
gBtnArr["nb_otl"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOtlPan=
e,GetOtlState )
gBtnArr["nb_otlElem"] =3D new TxtBtn( "nb_otl","nb_otlElem",parent.ToggleOt=
lPane,GetOtlState )
gBtnArr["nb_nts"] =3D new TxtBtn( "nb_nts","nb_ntsElem",parent.ToggleNtsPan=
e,GetNtsState )
gBtnArr["nb_prev"]=3D new ImgBtn( "nb_prev","nb_prevBorder",30,parent.GoToP=
revSld )
gBtnArr["nb_next"]=3D new ImgBtn( "nb_next","nb_nextBorder",30,parent.GoToN=
extSld )
gBtnArr["nb_sldshw"]=3D new ImgBtn( "nb_sldshw","nb_sldshwBorder",18,parent=
.FullScreen )
gBtnArr["nb_sldshwBorder"] =3D new TxtBtn( "nb_sldshw","nb_sldshwBorder",pa=
rent.FullScreen,null )
gBtnArr["nb_sldshwBorder"].SetActive =3D _BSetA_Border;
gBtnArr["nb_sldshwBorder"].SetInactive =3D _BSetI_Border;
gBtnArr["nb_sldshwText"] =3D new TxtBtn( "nb_sldshw","nb_sldshwText",parent=
.FullScreen,null )
gBtnArr["nb_sldshwText"].SetActive =3D _BSetA_Border;
gBtnArr["nb_sldshwText"].SetInactive =3D _BSetI_Border;
gBtnArr["nb_voice"] =3D new ImgBtn( "nb_voice","nb_voiceBorder",18,parent.=
ToggleVNarration )
gBtnArr["nb_otlTxt"]=3D new ImgBtn( "nb_otlTxt","nb_otlTxtBorder",23,parent=
.ToggleOtlText )
gBtnArr["nb_nts"].m_flagId=3D "notes_flag"
gBtnArr["nb_nts"].SetFlag =3D NtsBtnSetFlag
gBtnArr["nb_otlTxt"].ChangeIcon=3D GetOtlTxtState
var sNext=3D"Next",sPrev=3D"Previous",sEnd=3D"End Show",sFont=3D"Arial",sAr=
row=3D"Arrow",sFreeform=3D"Freeform",sRect=3D"Rectangle",sOval=3D"Oval"
function ShowMenu()
{
BuildMenu();
var doc=3DPPTSld.document.body,x=3DPPTSld.event.clientX+doc.scrollLeft,y=
=3DPPTSld.event.clientY+doc.scrollTop
m =3D PPTSld.document.all.item("ctxtmenu")
m.style.pixelLeft=3Dx
if( (x+m.scrollWidth > doc.clientWidth)&&(x-m.scrollWidth > 0) )
m.style.pixelLeft=3Dx-m.scrollWidth
m.style.pixelTop=3Dy
if( (y+m.scrollHeight > doc.clientHeight)&&(y-m.scrollHeight > 0) )
m.style.pixelTop=3Dy-m.scrollHeight
m.style.display=3D""
}
function _CM()
{
if( !parent.IsFullScrMode() ) return;
if(!PPTSld.event.ctrlKey) {
ShowMenu()
return false
} else
HideMenu()
}
function BuildMenu()
{
if( PPTSld.document.all.item("ctxtmenu") ) return
var mObj=3DCreateItem( PPTSld.document.body )
mObj.id=3D"ctxtmenu"
mObj.style.visibility=3D"hidden"
var s=3DmObj.style
s.position=3D"absolute"
s.cursor=3D"default"
s.width=3D"120px"
SetCMBorder(mObj,"menu","black")
var iObj=3DCreateItem( mObj )
SetCMBorder( iObj, "threedhighlight","threedshadow" )
iObj.style.padding=3D2
CreateMenuItem( iObj,sNext,M_GoNextSld,M_True )
CreateMenuItem( iObj,sPrev,M_GoPrevSld,M_HasPrevSld )
CreateSeparator( iObj )
CreateMenuItem( iObj,sEnd,M_End,M_True )
mObj.style.visibility=3D"visible"
}
function Cancel() { window.event.cancelBubble=3Dtrue; window.event.returnVa=
lue=3Dfalse }
function Highlight() { ChangeClr("activecaption","threedhighlight") }
function Deselect() { ChangeClr("threedface","menutext") }
function Perform()
{
e=3DPPTSld.event.srcElement
if( e.type=3D=3D"menuitem" && e.IsActive() )
e.Action()
else
PPTSld.event.cancelBubble=3Dtrue
}
function ChangeClr( bg,clr )
{
e=3DPPTSld.event.srcElement
if( e.type=3D=3D"menuitem" && e.IsActive() ) {
e.style.backgroundColor=3Dbg
e.style.color=3Dclr
}
}
function M_HasPrevSld() { return( parent.HasPrevSld() ) }
function M_GoNextSld() { if( gIsEndShow ) M_End(); else GoToNextSld() }
function M_GoPrevSld() { if( gIsEndShow ) { history.back(); PPTSld.event.ca=
ncelBubble=3Dtrue; } else GoToPrevSld() }
function M_True() { return true }
function M_End() { window.close( self ) }
function CreateMenuItem( node,text,action,eval )
{
var e=3DCreateItem( node )
e.type=3D"menuitem"
e.Action=3Daction
e.IsActive=3Deval
e.innerHTML=3Dtext
if( !e.IsActive() )
e.style.color=3D"threedshadow"
e.onclick=3DPerform
e.onmouseover=3DHighlight
e.onmouseout=3DDeselect
s=3De.style;
s.fontFamily=3DsFont
s.fontSize=3D"9pt"
s.paddingLeft=3D2
}
function CreateSeparator( node )
{
var sObj=3DCreateItem( node )
SetCMBorder(sObj,"menu","menu")
var s=3DsObj.style
s.borderTopColor=3D"threedshadow"
s.borderBottomColor=3D"threedhighlight"
s.height=3D1
s.fontSize=3D"0px"
}
function CreateItem( node )
{
var elem=3DPPTSld.document.createElement("DIV")
node.insertBefore( elem )
return elem
}
function SetCMBorder( o,ltClr,rbClr )
{
var s=3Do.style
s.backgroundColor=3D"menu"
s.borderStyle=3D"solid"
s.borderWidth=3D1
s.borderColor=3DltClr+" "+rbClr+" "+rbClr+" "+ltClr
}
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Using Musical Information: Query, Analysis, and Style Simulation =
title>
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Notes
1
Mus 254/CS 275B
Stanford University
Spring Quarter
2
3
4
Query
Style
Procedure/structure
Data acquisition/interchange
Data as intellectual property
Data presentation
5
Why?
What?
Humdrum Toolkit
**kern representation (CMN)
6
7
8
9
10
11
Traditional studies
Harmony
Counterpoint
Thematic form
Melodic process
Listening
How?
Observation, selection
Observation, generation
Observation (schematic)
Observation, trial/error
Real-time perception
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13
14
Corollaries:
Test analyses (as in "generate and test")
Explore human perception/recognition skills
Application areas:
Analysis facilitation (Andreas Kornstaedt)
Style evaluation (Yi-Wen Liu)
Style replication (David Cope)
Non-Western music (Parag Chordia, Sachiko Deguchi, Craig Sapp)
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16
17
Optical recognition
Preprocessing for query
Database development, management
Interchange standards (XML)
Applications:
OMR: Walter Hewlett
Preprocessing: Themefinder
MusicXML: Michael Good
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Defining content
Methods of fixing data
Methods of identifying owner
Content/fixed form (Eleanor)
Watermarking (Yi-Wen)
19
Craig Sapp: Keyscapes (visual harmonic analysis)
20
In previous years, our speakers have included
Jonathan Foote (FX Lab)
Michael Good (Recordare)
David Cope (UCSC)
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