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computational
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study
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anton
webern
8th
digital
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musicology
chr
2020
workshop
computational
humanities
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statistical
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twenty-four
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transformations
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2015
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fantasien
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chicago
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2010
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triadic
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machine
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implicit
memory
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patterns
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regarding
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representativeness
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design
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2015
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relevance
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debates
digital
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2016
cultural
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soundscapes
impossibility
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piano
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2019
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lured
listening
potential
internet
music
perception
research
unravelling
origins
musicality
web-based
versus
lab-based
study
ethnomusicologist
cross-type
transformations
path
consistency
condition
enharmonic
systems
theory
key
signatures
principles
practice
constraint
programming
exploring
music
space
exploring
music
spaces
generic
sequences
generic
tonnetz
mathematics
computation
music
debates
digital
humanities
2016
detecting
social
transmission
networks
chant
editing
analysis
program
compositionality
tonal
structures
musicological
necessity
music
analysis
postmodernism
critique
music
analysis
drum
groove
corpora
kritik
verstehenden
vernunft
manuscript
evolution
phylomemetics---evolutionary
analysis
gene
bps-motif
dataset
repeated
pattern
discovery
polyphonic
symbolic
music
learning
note-to-note
affinity
voice
segregation
melody
line
identification
symbolic
music
data
chordripple
recommending
chords
help
novice
composers
go
ordinary
diverse
datasets
evolution
western
tonality
corpus
analysis
24
hyperbolic
music
transformer
structured
music
generation
melodic
variations
model
selection
gaussian
mixture
models
theory
practice
traditional
chinese
music
observations
analysis
batik-plays-mozart
corpus
synesthesia-like
mappings
lightness
neural
representation
melodic
motif
effects
polyphonic
contexts
phylogenetic
signal
rate
evolutionary
change
language
structures
bridging
information
gap
structural
note-level
music
datasets
analyse
von
musik
des
mittelalters
zwischen
musica
modeling
population
size
drives
evolution
birdsong
rights
further
notes
grouping
aquitanian
tropers
open
music
theory
neo-riemannian
triadic
progressions
approaches
music
notation
continuous
delivery
reliable
software
releases
build
modal
coherence
modeling
4-dimensional
tonal
pitch
spaces
hopf
fibration
jams
json
annotated
music
specification
reproducible
mir
research
2012
11th
machine
learning
applications
investigation
music
analysis
application
grammar-based
compressors
scaling
up
music
information
retrieval
training
semi-supervised
learning
matplotlib
2d
graphics
environment
semantics
music
topoi
empirical
approach
varieties
musicological
empiricism
probabilistic
topic
model
music
analysis
probabilistic
topic
model
unsupervised
learning
music
key-profiles
music
psychology
chordal-tone
doubling
enhancement
key
perception
critical
bands
spelling
vertical
sonorities
harmony
minor
scale
provides
optimum
way
reducing
average
melodic
interval
size
interval-class
content
equally
tempered
pitch-class
sets
melodic
arch
western
folksongs
music
aesthetics
music
aesthetics
music
emotion
theory
music
information
processing
humdrum
toolkit
sweet
anticipation
tone
voice
derivation
rules
voice-leading
perceptual
principles
virtuous
vexatious
age
big
data
voice-leading
science
behind
music
art
statistical
model
melody
reduction
chromatically
altered
diminished-seventh
chords
predominant
six-four
late
music
richard
strauss
continuous
semantic
space
describes
representation
thousands
object
action
categories
human
brain
farbige
noten
vorschlag
eines
neuen
vereinfachten
notensystems
network
cartographs
interpretable
visualizations
3d
reconstructions
research
hubs
grove
dictionary
music
musicians
history
western
music
theory
tonic
independent
component
analysis
cultural
science
meets
cultural
data
analytics
icheke
journal
faculty
humanities
tei
das
erkenntnispotenzial
digitaler
musikedition
wie
musikedition
neu
gedacht
werden
kann
no
title
2015
ieee
acoustics
ilias
chrissochoidis
harmony
general
theory
music
icosahedron
music
psychology
there
digital
art
history
volume
index
gregorian
chant
volume
ii
index
gregorian
chant
indifference
engine
interactive
melodic
analysis
informationen
zur
musikforschung
opinion
community
formation
coevolving
networks
presented
at
16th
society
music
information
retrieval
music
trends
predictability
success
contemporary
songs
out
top
charts
resolutions
simulating
evolutionary
games
similarity
interval-class
content
pitch-class
sets
statistical
learning
language
2023
4th
symposium
internet
sounds
2023
4th
symposium
internet
sounds
critical
concept
music
theory
interfaces
music
expression
capacity
music
what
cognition
science
defense
theory
defense
theory
generative
music
theory
relation
psychology
music
parsing
music
affect
parallels
nonparallels
language
music
emotion
semantics
show
both
cultural
variation
universal
structure
lingus
solo
both
hands
transcribed
jacob
martin
bayesian
learning
theory
applied
human
cognition
stability
variability
aesthetic
experience
review
commonality
variation
mental
representations
music
revealed
cross-cultural
comparison
rhythm
priors
15
countries
cross-cultural
work
music
cognition
information
theoretic
approach
chord
categorization
functional
harmony
universality
cross-cultural
variation
mental
representations
music
revealed
global
comparison
rhythm
priors
universal
non-universal
features
music
pitch
perception
revealed
singing
interfering
black-box-tradeoff
model
dynamical
modules
metabolism
encyclopedia
computational
neuroscience
formal
language
theory
10th
digital
libraries
musicology
21th
sound
music
computing
aesthetics
music
timing
dissecting
earworm
melodic
features
song
popularity
predict
involuntary
music
imagery
music-evoked
autobiographical
memories
everyday
life
phenomenological
differences
music
television-evoked
autobiographical
memories
probing
imagined
tempo
music
effects
motor
engagement
music
experience
circumplex
model
affect
statistical
learning
reflexivity
quantitative
research
topics
circular
statistics
cortical
topography
tonal
structures
underlying
western
music
meme
hunting
humdrum
toolkit
memesatz
contra
ursatz
memetic
perspectives
aetiology
evolution
music
structure
memetic
perspectives
evolution
tonal
systems
music
memetics
music
neo-darwinian
view
music
structure
culture
music
form
reconstruction
printed
handwritten
lead
sheets
via
optical
recognition
chord
symbols
music
evolution
evolution
music
music
data
analysis
digital
humanities
elites
finding
occurrences
melodic
segments
folk
songs
employing
symbolic
similarity
measures
modeling
cultural
systems
selective
filters
tonal
hierarchies
jazz
improvisation
information
theory
statistical
mechanics
probability
theory
logic
science
rationale
maximum-entropy
methods
generalized
diatonic
scales
mathematics
computation
music
permutation
groups
tesselations
re-envisioning
past
music
cultures
best
versus
good
enough
practices
open
music
research
sound
actions
theoretical
work
late
seventeenth-century
muscovy
neural
correlates
music-syntactic
processing
two-year
old
children
music
psychology
36th
machine
learning
hierarchical
processing
prefrontal
cortex
variety
cognition
domains
style
palestrina
dissonance
learning
hierarchical
metrical
structure
measures
learning
hierarchical
metrical
structure
measures
self-supervised
hierarchical
metrical
structure
modeling
multispecies
coalescent
applications
infer
species
phylogenies
cross-species
gene
flow
common
chord
progressions
feelings
remembering
common
chord
progressions
feelings
remembering
connecting
chord
progressions
specific
pieces
music
identifying
songs
piano-driven
opening
chords
veridical
schematic
memory
harmony
melody-and-accompaniment
textures
word
order
evolves
similar
rates
main
subordinate
clauses
significant
themes
19th-century
literature
investigation
multisensory
harmony
priming
gradus
ad
parnassum
language
music
system
modes
urban
music
afghanistan
music
dissonance
bayesian
inference
dirichlet-multinomials
dirichlet
processes
bayesian
inference
pcfgs
via
markov
chain
monte
carlo
toward
definition
mixed
methods
research
foundations
diatonic
theory
hierarchical
clustering
schemes
pcfgs
tonality
topic
opening
world
analysis
early
twentieth-century
modernist
music
symmetry
simplicity
spontaneously
emerge
algorithmic
nature
evolution
principal
component
analysis
meaningfulness
beats
frequency
multiword
chunk
processing
sequence
representation
early
step
evolution
language
discourse
digital
practices
doing
discourse
analysis
digital
age
music
psychology
musicowl
music
perception
roberto
busa
fundamental
bass
real
bass
dialogue
fundamental
passacaglia
harmony
functions
modes
music
tetractys
corpus
troporum
graphical
models
variational
methods
graphical
models
19th
society
music
information
retrieval
music
psychology
resource
allocation
models
auditory
working
memory
nested
stochastic
block
model
simultaneously
clustering
networks
nodes
convergence
mildly
context-sensitive
grammar
formalisms
interindividual
variation
refuses
go
away
entropy
diversity
time
series
analysis
state
space
methods
addressing
ambiguity
supervised
machine
learning
7th
digital
libraries
musicology
music
theory
renaissance
history
western
music
theory
tonal
structures
early
music
music
encoding
26-29
may
20th
society
music
information
retrieval
rhythmic
effects
syntax
processing
music
language
structure
style
algorithmic
approaches
understanding
manner
meaning
speech
language
processing
speech
recognition
speech
language
processing
speech
recognition
speech
language
processing
natural
language
processing
communication
emotions
vocal
expression
music
performance
channels
emotional
expression
speech
music
evidence
cross-modal
similarities
music
psychology
emotional
responses
music
need
consider
underlying
mechanisms
emotional
responses
music
music
psychology
everyday
emotions
aesthetic
emotions
unified
theory
music
emotions
everyday
emotions
aesthetic
emotions
unified
theory
music
emotions
assessing
innateness
domain
specificity
music
perception
cognition
global
cross-cultural
analysis
string
figures
reveals
evidence
deep
transmission
innovation
study
extension
sturmian
words
over
binary
alphabet
visualising
chord
progressions
music
collections
big
data
approach
optimality
theory
consonance
vierstimmige
satz
kantionalsatz
choralsatz
speech
prosody
2018
speech
prosody
2018
learning
creating
novel
harmonies
diverse
music
idioms
adaptive
modular
melodic
harmon
isation
system
octave
equivalence
measured
similarity
ratings
grammatical
structure
grammatical
variations
non-metric
iranian
classical
music
evolutionary
research
archaeology
generative
inference
cultural
evolution
inferring
individual-level
processes
population-level
patterns
cultural
evolution
non-equilibrium
neutral
model
analysing
cultural
change
tradeoffs
strength
conformity
number
conformists
variable
environments
27th
machine
learning
maximum
entropy
principle
power-law
tailed
distributions
key-finding
algorithm
based
music
signature
trajectory
fifths
music
data
mining
music
harmony
analysis
description
logics
preface
structure
morphological
space
computational
model
linguistic
humor
puns
map
big
data
research
digital
humanities
modeling
enculturated
bias
entrainment
rhythmic
patterns
3rd
workshop
digital
libraries
musicology
examining
transposed
makams
turkish
music
machine
learning
turkish
makam
music
symbolic
database
music
information
retrieval
symbtr
minorities
networks
algorithms
prescribed
alternative
mainstream
machine-assisted
mixed
methods
quantifying
dynamics
topical
fluctuations
language
structure
style
algorithmic
approaches
understanding
manner
meaning
definition
folk
music
stochastic
blockmodels
community
structure
networks
classifying
evolutionary
forces
language
change
neural
networks
20th
ismir
love
equation
supplemental
materials
"humanities
data
analysis
cadence
detection
symbolic
classical
music
graph
neural
networks
graphmuse
music
voice
separation
link
prediction
roman
numeral
analysis
graph
neural
networks
geometry
experience
identifying
brain
network
music
rhythm
active
inference
fractionation
pitch
intervals
axiomatic
study
testing
monotonicity
attentional
effect
music
metrical
structure
challenge
music
tradition
concept
tonality
grouping
music
language
harmony
syntax
blues
corpus
harmony
syntax
twelve-bar
blues
form
harmony
syntax
twelve-bar
blues
forma
corpus
study
hip-hop
rhymes
reiterate
phonological
typology
identity
thesis
language
music
identity
thesis
language
music
optimizing
song
retention
spacing
effect
recursive
syntax
prosody
tonal
music
minicon
construction
verification
scale
detection
method
traditional
japanese
music
quantitative
analysis
traditional
folk
songs
shikoku
district
regional
classification
traditional
japanese
folk
songs
mind
system
audience
facial
expressions
detected
automated
face
analysis
software
reflect
emotions
music
applications
rism
data
digital
libraries
digital
musicology
computational
analysis
melodic
contour
body
movement
charting
enharmonicism
just
intonation
tonnetz
practical
approach
neo-riemannian
analysis
corpus-based
model
harmony
function
shape-note
hymnody
2016
note
hymnody
evaluating
prolongation
extended
tonality
mod-7
transformations
post-functional
music
exploring
changes
emotional
classification
music
eras
melismas
speculum
musicae
tradition
style
works
darius
milhaud
1912--1939
13th
society
music
information
retrieval
characterizations
discrete
normal
distribution
experimental
demonstration
effect
group
size
cultural
accumulation
experimental
theoretical
models
human
cultural
evolution
structure
emerges
faster
during
cultural
transmission
children
adults
cultural
niche
construction
human
learning
environments
human
niche
construction
interdisciplinary
focus
commentary
"the
potential
internet
music
perception
research
music
psychology
note
classification
16th-century
music
xml-basierte
codierung
musikwissenschaftlicher
daten
zu
den
voraussetzungen
einer
digitalen
musikedition
xml-based
encoding
musicological
data-about
requirements
digital
music
philology
got
analysis
probability
statistics
encyclopedia
optimization
tonal
schemata
perception
music
bali
west
optimal
whitening
decorrelation
chr
2020
workshop
computational
humanities
research
forgotten
books
three
models
description
language
generalization
hue
rgb
cube
space
musixplora
musixplora
rebalancing
music
canon
project
roundtable
comparing
corpora
googleology
bad
science
global
notation
tool
cross-cultural
comparative
music
analysis
origins
music
discovery
ancient
mesopotamian
theory
music
all-in-one
metrical
functional
structure
analysis
neighborhood
attentions
demixed
audio
compound
probabilistic
context-free
grammars
grammar
induction
compound
probabilistic
context-free
grammars
grammar
induction
cortical
representation
music
pitch
event-related
potentials
feature-based
structures
opportunity
meg
correlates
temporal
regularity
relevant
pitch
perception
human
auditory
cortex
music
social
entrainment
spontaneous
emergence
music
detectors
deep
neural
network
trained
natural
sound
recognitio
spontaneous
emergence
rudimentary
music
detectors
deep
neural
networks
second
practice
nineteenth-century
tonality
string
quartets
beethoven
levels
brightness
perception
adam
scale
genre
automatic
hierarchy
expansion
improved
structure
chord
evaluation
multilayer
multiplex
networks
modeling
music
grammars
formal
language
representation
bol
processor
cumulative
cultural
evolution
advances
artificial
life
computation
context
analysis
analysis
machine
learning
evaluate
importance
music
parameters
schenkerian
analysis
corpus-based
analysis
syncopated
patterns
ragtime
framework
automated
schenkerian
analysis
probabilistic
model
hierarchical
music
analysis
probabilistic
modeling
hierarchical
music
analysis
sixth
music
information
retrieval
visual
salience
algebraic
transformations
16th
symposium
computer
music
multidisciplinary
research
chart
turnover
sales
recorded
music
industry
evolution
group
theory
natural
language
grammar
induction
generative
constituent-context
model
parsing
hypergraphs
implicit
polyphony
sound
reason
synesthesia
metacognition
conceptual
forays
58th
annual
meeting
association
computational
linguistics
history
western
music
theory
neo-riemannian
theory
critical
concept
music
theory
remarks
riemann
transformations
system
identifying
common
melodic
phrases
masses
palestrina
entropy
measure
style
spotify
playlists
create
hits
explaining
mythical
composite
monsters
global
cross-cultural
sample
innovativeness
time
extinction
cultural
trait
overlapping
generation
model
test
consciousness
natur
kultur
evolution
brain
music
coordinate-based
meta-analysis
music-evoked
emotions
under
hood
statistical
learning
statistical
mmn
reflects
magnitude
transitional
probabilities
auditory
sequences
music-evoked
emotions
principles
music
neural
basis
music
perception
toward
neural
basis
processing
structure
music
comparative
results
neurophysiological
investigation
methods
neural
basis
processing
music
semantics
neural
substrates
processing
syntax
semantics
music
musikpsychologie
das
neue
handbuch
predictive
processes
peculiar
case
music
predictive
processes
peculiar
case
music
transitional
zones
meaning
semantics
music
language
missing
data
transfer
principles
generalized
interval
systems
analysing
collaborative
flow
rap
music
correcting
chord
classification
errors
based
tonal
organization
information
classical
music
giantmidi-piano
large-scale
midi-based
composer
classification
gutenberg-jahrbuch
annotator
subjectivity
harmony
annotations
popular
music
automatic
chord
label
personalization
deep
learning
shared
harmony
interval
profiles
computational
modeling
variance
computational
modeling
variance
music
harmony
serenade
against
statistical
significance
testing
corpus
linguistics
statistical
tradeoff
word
order
word
structure
large-scale
evidence
principle
least
effort
neo-riemannian
music
theory
chromatic
transformations
nineteenth-century
music
pentatonic
organization
piano
pieces
debussy
wissensschemata
impairment
auditory-motor
timing
compensatory
reorganization
after
ventral
premotor
cortex
stimulation
19th
society
music
information
retrieval
19th
ismir
improved
chord
recognition
combining
duration
harmony
language
models
futures
past
tristan
isolde
margins
music-analytical
discourse
hindemith
string
quartets
recent
developments
computer-assisted
music
scholarship
tonal
harmony
workbook
tonal
harmony
art
synth
soloing
enacting
music
time
listeners
lengthen
phrase
boundaries
self-paced
music
neuron
perspective
neuroscience
needs
behavior
correcting
reductionist
bias
mirror
tonality
fundamenta
compositionis
jean
kuhnaus
1703
leitmotif
activity
detection
opera
recordings
music
separable
model
dynamic
networks
artificial
intelligence
music
digging
channels
inheritance
newton
papers
read
12th
meeting
ims
study
group
cantus
planus
acquisition
hierarchy
tonal
functions
music
cognition
tonality
know
today
cognition
foundations
music
pitch
dynamic
processes
music
perception
effects
music
context
similarity
expectancy
geometry
music
structure
key
distance
effects
perceived
harmony
structure
music
melodic
expectation
finnish
spiritual
folk
hymns
music
psychology
music
theory
problems
prospects
perceived
harmony
structure
chords
three
related
music
keys
perceived
triad
distance
petroushka
chord
psychological
representation
music
pitch
tonal
context
quantification
hierarchy
tonal
functions
diatonic
context
statistics
music
perception
tonal
cognition
tonal
hierarchies
rare
intervals
music
cognition
tonality
induction
statistical
approach
applied
cross-culturally
tracing
dynamic
changes
perceived
tonal
organization
spatial
representation
music
keys
bayesian
data
analysis
newcomers
bayesian
statistics
bayesian
perspective
doing
bayesian
data
analysis
tutorial
multidimensional
scaling
optimizing
goodness
fit
nonmetric
hypothesis
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2nd
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ismir
2007
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2009
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code
de
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cataloguing
works
women
anais
do
iv
simpom
2016
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triadic
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treatment
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writing
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carolingian
europe
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overview
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area
sets
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ritual
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christianization
toraja
highlands
description
regular
twelve-tone
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tunings
unification
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researchgate
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learning
genau
von
solmisation
musik
measuring
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complexity
primer
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poetry
although
approach
generalizes
media
central
idea
generate
multimedia
content
analyze
style
terms
blending
principles
based
finding
principles
those
common
sense
blending
often
needed
contemporary
poetic
metaphors
abstract
music
theory
youtube
sir
walter
wilson
greg
published
clarendon
press
1927
success
methods
based
artificial
neural
networks
creating
intelligent
machines
seems
like
might
pose
challenge
explanations
human
cognition
terms
bayesian
inference
argue
case
fact
systems
offer
opportunities
bayesian
modeling
specifically
argue
bayesian
models
cognition
artificial
neural
networks
lie
levels
analysis
complementary
modeling
approaches
together
offering
way
understand
human
cognition
spans
levels
argue
same
perspective
applied
intelligent
machines
where
bayesian
approach
may
uniquely
valuable
understanding
behavior
large
opaque
artificial
neural
networks
trained
proprietary
data
social
scientists
now
era
data
abundance
machine
learning
tools
increasingly
extract
meaning
data
sets
both
massive
small
explain
inclusion
machine
learning
social
science
requires
us
rethink
only
applications
machine
learning
methods
best
practices
social
science
contrast
traditional
tasks
machine
learning
computer
science
statistics
when
machine
learning
applied
social
scientific
data
discover
concept
measure
prevalence
those
concept
assess
causal
effects
make
predictions
abundance
data
resources
facilitates
move
away
deductive
social
science
sequential
interactive
ultimately
inductive
approach
inference
explain
agnostic
approach
machine
learning
methods
focused
social
science
tasks
facilitates
progress
wide
range
questions
structures
eight
beatles
songs
were
characterized
fundamental
concept
statistical
physics
thermodynamics
viscoelastic
theory
shannon
entropy
negentropy
order
topological
entropy
fractal
dimension
network
properties
conservative
dissipative
energies
were
found
songs
sequential
entropy
change
persistence
entropy
were
discussed
lengths
notes
important
influence
psychological
perception
human
brain
found
lengths
notes
produce
very
highly
ordered
forms
sequential
entropy
difference
further
characterization
scattering
diagrams
songs
were
plotted
fractal
dimensions
network
densities
cohesions
characteristic
path
lengths
songs
were
calculated
compared
instability
issues
were
elucidated
based
alignment
vectors
scattering
diagram
angles
vectors
found
out
angles
could
expressed
terms
golden
ratio
came
out
high
percentages
associated
relatively
unstable
states
corresponding
notes
elements
high
instability
hand
annotation
chords
music
files
long
arduous
task
propose
method
representing
music
chords
text
files
readily
written
understood
musically
trained
individuals
yet
simple
unambiguous
parse
computer
programs
dip
test
measures
multimodality
sample
maximum
difference
over
sample
points
empirical
distribution
function
unimodal
distribution
function
minimizes
maximum
difference
uniform
distribution
asymptotically
least
favorable
unimodal
distribution
distribution
test
statistic
determined
asymptotically
empirically
when
sampling
uniform
das
kapitel
genealogical
method
erschien
stemmatology
auf
seite
57
modeling
theory
provide
common
ground
interdisciplinary
research
science
education
many
branches
cognition
science
implications
scientific
practice
instructional
design
connections
science
mathematics
common
sense
propose
methods
alternative
representation
visual
augmentation
sheet
music
help
users
gain
overview
general
structure
repeating
patterns
similarity
segments
end
explored
mapping
overall
similarity
sections
bars
colors
mappings
dimensionality
reduction
clustering
assign
similar
segments
similar
colors
vice
versa
provide
better
overview
further
designed
simplified
music
notation
representations
including
hierarchical
compressed
encodings
overviews
allow
users
display
whole
pieces
compactly
single
screen
without
clutter
find
navigate
distant
segments
quickly
preliminary
evaluation
guitarists
tablature
shows
design
supports
users
tasks
analyzing
structure
finding
repetitions
determining
similarity
specific
segments
others
improving
generalization
psychology
will
require
expansive
data
collection
fuel
expansive
statistical
models
far
scale
traditional
lab
research
argue
citizen
science
uniquely
positioned
scale
up
data
collection
helping
alleviate
generalizability
crisis
study
finds
melody
evolve
similar
ways
reminiscent
genetic
evolution
cultures
patterns
change
music
aesthetic
domains
may
key
understanding
culture
evolves
when
unfettered
physical
ecological
constraints
methods
network
analysis
target
articles
address
origins
music
complementary
ways
however
both
proposals
focus
overt
music
behaviour
largely
ignoring
perception
cognition
blur
boundaries
potential
origins
language
music
resolve
this
alternative
research
strategy
proposed
focuses
core
cognition
components
musicality
concerned
important
issue
finite
mixture
modeling
selection
number
mixing
components
propose
penalized
likelihood
method
model
selection
finite
multivariate
gaussian
mixture
models
proposed
method
shown
statistically
consistent
determining
number
components
modified
em
algorithm
developed
simultaneously
select
number
components
estimate
mixing
weights
i.e
mixing
probabilities
unknown
parameters
gaussian
distributions
simulations
real
data
analysis
presented
illustrate
performance
proposed
method
addressing
indigenous
rights
interests
genetic
resources
become
increasingly
challenging
open
science
environment
promotes
unrestricted
access
genomic
data
although
indigenous
experiences
genetic
research
been
shaped
series
negative
interactions
there
increasing
recognition
equitable
benefits
only
realized
greater
participation
indigenous
communities
issues
trust
accountability
equity
underpin
indigenous
critiques
genetic
research
sharing
genomic
data
perspectives
article
highlights
identified
issues
indigenous
communities
around
sharing
genomic
data
suggests
principles
actions
genomic
researchers
adopt
recognize
community
rights
interests
data
gregorian
chant
imposed
charlemagne
developed
dialects
those
eastern
western
europe
division
established
analysis
small
melodic
variants
selection
alleluia
verses
order
reponsories
holy
week
liturgical
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corresponds
cultural
linguistic
divisions
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evident
mid
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treaty
verdun
843
divided
carolingian
empire
contemplating
function
origin
music
number
scholars
considered
whether
music
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evolutionary
adaptation
article
reviews
basic
arguments
related
evolutionary
claims
music
although
evolutionary
theory
music
remain
wholly
speculative
music
behaviors
satisfy
number
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conditions
suggests
there
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merit
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evolutionary
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humans
see
name
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object
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so
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brain
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mapped
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search
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measure
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brain
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natural
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semantic
selectivity
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smooth
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cover
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cortex
furthermore
both
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nobody
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why
so
often
find
humanistic
activities
seeds
roots
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becoming
practical
musician
traditionally
requires
extensive
amount
preparatory
work
master
technical
theoretical
challenges
particular
instrument
music
style
before
being
able
devote
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music
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particular
jazz
improvisation
major
barriers
mastery
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selection
scales
wide
range
according
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context
style
presents
investigation
prevalence
significance
tresillo
rhythm
contemporary
popular
music
initially
tresillo
rhythm
defined
formalized
computational
framework
subsequently
employing
mathematical
representations
presence
traced
us
billboard
top
20
charts
spanning
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decades
detection
quantification
tresillo
rhythm
music
compositions
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calculation
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established
formalizations
rhythm
individual
songs
western
tonal
music
relies
formal
geometric
structure
determines
distance
relationships
harmony
tonal
space
functional
magnetic
resonance
imaging
experiments
identified
area
rostromedial
prefrontal
cortex
tracks
activation
tonal
space
voxels
area
exhibited
selectivity
keys
same
set
consistently
activated
voxels
topography
tonality
selectivity
rearranged
itself
scanning
sessions
tonality
structure
thus
maintained
dynamic
topography
cortical
areas
known
nexus
cognition
affective
mnemonic
processing
article
contributes
study
diatonicity
tunings
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octave
definition
proposing
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scale
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concerns
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scales
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norman
carey
david
clampitt
second
less
known
based
sets
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transposition
introduced
french
composer
alain
louvier
concept
formulate
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define
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article
observing
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conditions
diatonicity
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attention
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under
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explicitly
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compact
discussion
tonal
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controversial
aspects
modern
study
medieval
renaissance
polyphony
essays
written
specifically
volume
consider
issue
historical
analytical
theoretical
perceptual
cultural
perspectives
image
ist
ein
review
digital
music
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project
work
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analysis
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development
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aspect
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differentiates
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suitability
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notions
music
theory
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centuries
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functional
harmony
involves
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progressions
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proposes
description
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functional
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rl
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experimentally
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map
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data
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digital
humanities
described
maurice
ravel
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french
music
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darius
milhaud
remains
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composer
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generalization
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cube
space
keynote
explores
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embedded
musicological
traditions
canonicity
discusses
need
recovery
underrepresented
composers
order
build
inclusive
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canon
human
language
arises
biological
evolution
individual
learning
cultural
transmission
interaction
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processes
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set
out
formal
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analyzing
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us
investigate
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language
show
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strong
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learning
consequence
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furthermore
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provides
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traditional
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properties
human
languages
there
substantial
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among
philosophers
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meaning
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evaluates
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explaining
listeners
respond
systematic
change
everyday
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general
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rhythmic
structure
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describes
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oscillations
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combinatorial
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length
propose
alternate
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founded
concept
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notion
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particular
gestalt
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shows
therefore
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analysis
music
cannot
rely
simple
mathematical
statistical
approaches
needs
rather
complex
detailed
modeling
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algorithm
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analyses
simple
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numerous
additional
mechanisms
need
added
order
consider
aspects
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expression
including
polyphony
complex
music
transformations
imitation
innovation
work
tandem
support
cultural
learning
children
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culture
here
propose
integrated
theoretical
account
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demands
acquiring
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skills
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conventions
provide
insight
when
children
imitate
when
innovate
what
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increase
experience
high
fidelity
imitation
decreases
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learning
imitative
fidelity
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synthesize
cutting
edge
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development
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provide
insight
social
learning
mechanisms
underpinning
uniquely
human
mind
taking
time
seriously
published
knoten
kanten
iii
page
183
work
become
classic
music
theory
since
publication
1983
models
music
understanding
perspective
cognition
science
point
departure
search
grammar
music
aid
generative
linguistics
theory
illustrated
numerous
examples
western
classical
music
relates
aural
surface
piece
music
structure
unconsciously
inferred
experienced
listener
viewpoint
traditional
music
theory
offers
many
innovations
notation
well
substance
rhythmic
reductional
theory
digital
musicology
research
often
proceeds
extending
enriching
evidence
base
progresses
rather
starting
complete
corpus
data
metadata
consequence
emergent
research
need
music
form
syntax
western
classical
music
hierarchically
organised
timescales
important
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modulations
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piece
music
theoretical
research
established
taxonomies
prototypical
modulation
plans
modes
music
forms
however
prototypes
still
require
empirical
validation
based
quantitative
statistical
methods
cannot
retrieved
automatically
so
far
das
kapitel
sound
cultures
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postcolonial
study
meets
media
study
auf
seite
179
perception
appreciation
beauty
music
composition
appears
being
related
amount
memory
balance
expectation
surprise
study
formal
computing
tool
derived
quantum
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music
measure
degree
memory
orchestral
music
including
liebestod
wagner
discuss
results
further
lines
research
diva
portal
finding
tool
research
publications
student
theses
written
following
50
universities
research
institutions
studying
complex
cultural
phenomenon
like
music
requires
many
kinds
expertise
savage
adopt
pluralistic
approach
considering
multiple
forms
evidence
perspectives
multiple
fields
commentary
argues
similar
scholarly
ecumenicism
should
embraced
study
music
cultural
phenomena
repetition
lies
core
music
practice
yet
resists
easy
characterization
chapter
takes
perceptual
approach
understanding
function
distinguishing
acoustic
repetition
notated
repetition
perceived
repetition
exploring
paradoxical
way
repeating
sounds
give
rise
perceptions
difference
relying
analytic
examples
outlines
three
standard
functions
music
repetition
first
repetition
establish
basic
parameters
engaging
piece
music
contributing
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perceptions
tonality
thematic
content
second
repetition
choreograph
attention
drawing
focus
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music
available
hearing
third
repetition
draw
listeners
participatory
relationship
sound
laying
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various
affective
affiliative
responses
music
book
response
contribution
volume
geraint
wiggins
ask
what
music
theory
and
argue
that
education
activity
composers
influence
very
music
aims
describe
defend
schoenberg
charge
ignoring
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claim
his
music
successful
even
if
way
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talk
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theorists
should
consider
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theory
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works
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topological
data
analysis
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student
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significant
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abstract
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sections
experimental
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results
previous
study
melodic
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discussion
section
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human
music
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results
abstract
constructing
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abstract
analysts
consider
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exhibit
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among
multiple
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article
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revisits
strands
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thought
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scientific
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mind
being
done
intention
connect
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century
ideas
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insights
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music
theory
explore
millions
resources
scholarly
journals
books
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more
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platform
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438
23
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survey
breadth
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learning
cover
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design
development
datasets
focus
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societal
impacts
poor
outcomes
system
performance
cover
approaches
filtering
augmenting
data
modeling
techniques
aimed
mitigating
impact
bias
datasets
finally
discuss
works
studied
data
practices
cultures
disciplinary
norms
discuss
implications
legal
ethical
functional
challenges
field
continues
face
based
findings
advocate
both
qualitative
quantitative
approaches
carefully
document
analyze
datasets
during
creation
usage
phases
following
psychological
musicological
tradition
beginning
leonard
meyer
continuing
david
huron
present
functional
cognition
account
phenomenon
expectation
music
grounded
computational
probabilistic
modeling
summarize
range
evidence
approach
psychology
neuroscience
musicology
linguistics
creativity
study
argue
simulating
expectation
important
part
understanding
broad
range
human
faculties
music
beyond
concerns
multiple
viewpoint
representation
schemes
prediction
statistical
models
monophonic
music
present
experimental
comparison
performance
techniques
combining
predictions
multiple
viewpoint
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results
demonstrate
technique
based
weighted
geometric
mean
outperforms
existing
techniques
finding
discussed
terms
previous
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machine
learning
inferential
network
science
inferential
network
science
inferential
network
science
euclidean
hyperbolic
plane
geometries
development
postulate
systems
lectures
meant
rigorous
conservative
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minimalistic
same
time
includes
maximum
what
average
student
absorb
semester
so
called
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approach
introduced
birkhoff
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half
material
covered
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school
any
more
lectures
oriented
sophomore
senior
university
students
music
psychology
long
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question
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songs
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recognition
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preference
familiarity
ratings
whole
songs
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central
concern
humanities
understanding
human
artifacts
goal
requires
interpretation
makes
hermeneutics
core
element
methodology
so
far
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humanities
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mostly
concerned
providing
tools
either
support
human
interpretation
permit
scholars
record
results
interpretation
annotation
however
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understand
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humanities
construction
formal
models
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must
strive
integrate
hermeneutics
models
paper
reflect
hermeneutics
digital
humanities
sketch
approach
combining
human
interpretation
formal
models
explore
millions
resources
scholarly
journals
books
newspapers
videos
more
proquest
platform
music
become
integral
part
lives
today
digital
revolution
struck
world
growth
computational
power
browsing
storage
become
accessible
effective
thus
audio
signal
processing
became
emerging
area
paving
way
many
areas
research
paper
attempt
made
give
overview
existing
areas
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music
signal
processing
existing
methodologies
respective
areas
explained
detail
brief
overview
future
perspectives
discussed
daniel
ramage
david
hall
ramesh
nallapati
christopher
manning
2009
empirical
methods
natural
language
processing
2009
monograph
presents
diverse
collection
articles
indian
art
music
based
analytical
work
aided
computational
tools
book
focuses
mainly
current
practices
music
representation
audio
recordings
perspective
particularly
relevant
oral
traditions
presents
rare
unique
example
collaboration
musicians
musicologists
scientists
engineers
presentation
brings
together
various
aspects
research
indian
art
music
benefits
audio
processing
computing
ranging
musicology
information
retrieval
instrument
modeling
hoped
monograph
will
serve
accessible
computational
approaches
indian
art
music
particular
ethnomusicology
generally
response
paper
argue
types
meanings
linguistic
utterances
lie
propositional
meaning
hardly
subsumed
only
category
called
implicational
meaning
many
levels
meaning
allow
restricted
comparisons
correspondence
levels
meaning
music
utterances
authoritative
latest
comparative
methods
evolutionary
biology
quantifying
coherence
set
statements
long
standing
problem
many
potential
applications
attracted
researchers
science
special
case
measuring
coherence
topics
been
recently
studied
remedy
problem
topic
models
give
no
guaranty
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output
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benchmark
datasets
were
produced
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judgements
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propose
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allows
construct
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well
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combining
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components
conduct
systematic
search
space
coherence
measures
publicly
available
topic
relevance
data
evaluation
results
show
combinations
components
outperform
existing
measures
respect
correlation
human
ratings
finally
outline
results
transferred
further
applications
context
text
mining
information
retrieval
world
wide
web
abstract
cognition
music
like
language
partly
rooted
enculturative
processes
implicit
incidental
learning
musicians
nonmusicians
alike
commonly
found
possess
detailed
implicit
knowledge
music
structure
acquired
incidentally
interaction
large
samples
music
reports
experiment
combining
methodology
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grammar
learning
music
acquisition
melodic
structure
participants
acquired
knowledge
grammatical
melodic
structures
under
incidental
learning
conditions
both
experimental
untrained
control
conditions
subsequent
analysis
indicates
large
effect
unsupervised
online
learning
experimental
control
group
throughout
course
testing
phase
suggesting
effective
ongoing
learning
process
musicians
did
outperform
nonmusicians
indicating
music
expertise
advantageous
learning
new
unfamiliar
melodic
system
confidence
ratings
suggest
participants
became
aware
knowledge
guiding
classification
performance
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single
setting
weights
bayesian
marginalization
particularly
improve
accuracy
calibration
modern
deep
neural
networks
typically
underspecified
data
represent
many
compelling
solutions
show
deep
ensembles
provide
effective
mechanism
approximate
bayesian
marginalization
propose
related
approach
further
improves
predictive
distribution
marginalizing
basins
attraction
without
significant
overhead
investigate
prior
over
functions
implied
vague
distribution
over
neural
network
weights
explaining
generalization
properties
models
probabilistic
perspective
perspective
explain
results
been
presented
mysterious
distinct
neural
network
generalization
ability
fit
images
random
labels
show
results
reproduced
gaussian
processes
show
bayesian
model
averaging
alleviates
double
descent
resulting
monotonic
performance
improvements
increased
flexibility
finally
provide
bayesian
perspective
tempering
calibrating
predictive
distributions
perceptual
world
neonates
usually
regarded
yet
being
fully
organized
terms
objects
same
way
adults
recently
developed
method
based
electric
brain
responses
found
that
similarly
adults
newborn
infants
segregate
concurrent
streams
sound
allowing
them
organize
auditory
input
according
existing
sound
source
segregation
concurrent
sound
streams
crucial
step
path
leading
identification
objects
environment
presence
newborn
infants
shows
basic
abilities
required
development
conceptual
objects
available
already
time
birth
historical
processes
manifest
remarkable
diversity
nevertheless
scholars
long
attempted
success
identify
patterns
categorize
historical
actors
influences
stochastic
process
framework
provides
structured
approach
analysis
large
historical
datasets
allows
detection
sometimes
surprising
patterns
identification
relevant
causal
actors
both
endogenous
exogenous
process
comparison
historical
cases
combination
data
analytical
tools
organizing
theoretical
framework
stochastic
processes
complements
traditional
narrative
approaches
history
archaeology
perspective
authors
critically
evaluate
research
neural
systems
supporting
empathy
music
spatial
many
ways
music
concept
music
perception
described
spatial
terms
many
cultures
spatial
thinking
reflected
music
spatial
compositions
stereophonic
recording
mixing
techniques
consequently
traditional
music
theory
well
modern
music
information
retrieval
approaches
leverage
spatial
concept
operations
gain
deeper
understanding
music
chapter
reviews
concept
spaciousness
music
psychology
provides
state
art
spatial
music
composition
mixing
recording
studio
gives
overview
spaciousness
music
theory
music
information
retrieval
prominence
spatial
concept
theoretic
practical
disciplines
underlines
significance
space
music
deep
relationship
becomes
obvious
terms
music
creative
arts
acoustical
signal
psychological
phenomenon
computer
science,melody,probabilistic
modeling
dataset,meter,time
signature
deep
learning,measure
signature,meter,metre,music
information
retrieval,signal
processing,time
signature
baby
names,color
terms,cultural
evolution,musical
preferences,neutral
model,transmission
biases,turnover
content
biases,cultural
attraction,cultural
complexity,cultural
evolution,demography,folktales
convergent
transformation,cultural
attraction,cultural
evolution,cultural
transmission,culture,individual
based
model
anthropology,communication,cultural
attraction,cultural
evolution,cultural
transmission,cumulative
culture,digital
media,misinformation,psychology,social
behavioral
sciences,social
influence,social
media,social
media
cultural
attraction,cultural
attractors,cultural
evolution,cultural
transmission
animal
behaviour,anthropology,archaeology,cultural
evolution,human
behaviour
anthropology,psychology,social
behavioral
sciences,sociology,sociology
culture
cultural
media
studies,language
linguistics,sociology
eastern
music,mei,mei2json,music
scores
converter,musicpatternowl
probability
theory,statistics
musicology
music
theory,notation,schenker
analytical
perspectives,ethnomusicology,literacies,pedagogy,performance,popular
music,postcolonial
analytical
perspectives,ethnomusicology,literacies,pedagogy,performance,popular
music,postcolonial
categories,functional
harmony
computational
music
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theory,harmonic
systems,modal
communication,music
theory,pitch,prototonal
theory,tonal
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creativity,enjoyment,music
cognition,repetition,tension,uplifting
trance
music,wundt
curve
auditory
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modeling,expectation,information
music theory
cognition,predictive
coding,recognition
memory
music
streaming,online
platforms,platform
bias,platform
power,playlists
archaeology,language
linguistics
auditory
brain,competitive
neural
network,computational
modeling,harmonic
training,neural
networks,pitch,pitch
identification,unsupervised,unsupervised
learning
decision,human
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music
dataset,music
emotion
recognition,music
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retrieval,music
sentiment,sentiment
analysis
human
behaviour,perception
connectionist
temporal
classification,deep
learning,optical
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recognition,sequence
labeling
barcodes,benchmark
testing,data
analysis,electronic
mail,filtration,machine
learning,measurement,persistent
homology,task
analysis,topological
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analysis,vectorization
methods
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musicology,counterpoint,neural
machine
translation,polyphony,symbolic
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crowdsourcing,emotion,emotion,game
purpose,games,music,music
induced
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computational
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analysis,music
structure,musical
form,sonata
form
humpback
whale,network
modelling,song,syntax,vocal
learning
animal
behaviour,behavioural
ecology,cultural
evolution,evolution
language,evolutionary
ecology,population
dynamics
computational
feature
extraction,fmri,music
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stimulus,temporal
evolution
continuous
music
listening,dynamic
processing,individual
differences,naturalistic
paradigm,predictive
coding
digitalisierung,erschliessung,informationsinfrastrukturen,nfdi,praxisregeln,standardbildung
brain,motor
learning,motor
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making,neural
networks,practice,skilled
movements
nosource
auditory
scene
analysis,change
deafness,change
detection,predictive
coding,temporal
regularity,time
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archaeological
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music,music
music theory
music theory
theory,theory
00a65,discrete
fourier
transform,entropy,fourier
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transform,octatonic,saliency,stravinsky
bott,dft,music,music
theory,phase,scales,torus,triads
lyrics,vowels
group,group
theory,theory
cultural
evolution,evolutionary
psychology,fitness
costs,social
evolution
theory,symbolic
culture
computational
humanities,computational
literary
studies,digital
humanities,drama
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models,computational
models,probabilistic
models,semantic
memory,semantic
representation
bibliometrics,music
psychology,psychology
music,scientometrics,visualization
technique
cultural
evolution,cultural
transmission,iterated
learning,melody,music
evolution,online
experiments,oral
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perception,singing,social
learning
auditory
cortex,fmri,music,planum
polare,speech
connotation,denotation,extramusical
meaning,inherent
arbitrary
assiciation,onomatopoeia
culture,freedom
human
rights,international
trade
world
market,politics
government,social
conditions
trends,world
bank
alteridade
minima,choro
na
academia
musicology
schema
robert
content
word,function
word,historical
science,lexical
item,stylistic
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algorithms,artificial
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linguistics,computer,computer
art,computer
music,information
retrieval,intelligence,linguistics,natural
language,natural
language
processing,perception
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crowdsourcing,online
experiments,prolific
academic,psytoolkit,reaction
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cultural
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behaviour
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scene
analysis,counterpoint,octave
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computational
analysis,corpus
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paper,shuxin
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process,music
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learning,behavior
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algorithm
dancers,dancing,mental
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psychology
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embedding,lattice
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pitch,acoustical
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pitch,synaesthesia,tone
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principle,maximum
entropy
principle,pdf
projection,statistical
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binding
site,biopolymer,consensus
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languages,graph
series,hypergraph
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confirmatory
factor
analysis,latent
variable
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musicality,musical
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memory
leitmotives
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symbolic
notat,opera,symbolic
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music
theory,scriabin,tonality
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boundary
detection,dataset,instrument
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structure
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computational
musicology,corpus
study,interval
analysis,webern
communication
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chromatic
scale,major
scale,pitch
class,pitch
discrimination,scale
family
cognition
processes,emotions,empathy,galvanic
skin
response,individual
differences,music,psychophysiology,vigilance
cultural
change,cultural
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theory,dynamical
theory,evolutionary
forces,kinetic
theory,population
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variables,discretization,laplace
distribution,skewness,survival
function
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interval,standard
deviation,standard
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mean,statistics
policy,research
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animated
gci,graph
theory,hypersphere,pitch
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mathemusic,virtual
reality,visualization
covariance
matrices,kalman
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methods,trajectory,tuning
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architecture,imagery,representation,simulation,situated
action
brain,creativity
crumb
emotion,interpretation,musical
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economics,human
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theory,schenker
anhedonia,emotion,music,pleasure,reward
action,brain
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acoustics,bioacoustics,left
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studies,economics,sociology
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systems,nosource
tree
generators
tree
logic
formal
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baby
names,cultural
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meaning,philosophy
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equalisation,human
movement,music,music
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perception,cognition,female,humans,male,music,musicology,pitch
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metric
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spectrograms,music
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network,triplet
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musicologicalinnovation
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intelligence,bayesian
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computation,dirichlet
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letters,historical
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research,natural
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dawkins,dennett,human
brain,memes,social
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grammar,language,language
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networks,sociolinguistics,speech
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spirit,black
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computer
science,deutung,deutungsmuster,epistemology,erkenntnistheorie,geisteswissenschaft,historical
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didaktik,lehre,musik,musikwissenschaft,notenschrift,schrift,sprache,zeit
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