Audio Feature Vocabulary
This is a vocuabulary of common terms used in the music information retrieval workflows. It relies on the Audio Feature Ontology for basic terminology: https://w3id.org/afo/onto/1.1#
Version 1.1
2017-01-12T12:53:46.746306

The Audio Feature Vocabulary supplements the Audio Feature Ontology. It defines terms for the tool and task specific ontologies and implements the model layer of the ontology framework. This enables the definition of tool and task specific feature implementations and leaves any categorisation or taxonomic organisation to be specified in the implementation layer. The vocabulary also specifies computational workflow models for some of the features which can be linked to from lower level ontologies.

In order to access the RDF representation of the vocabulary from a Web browser, the files are accessible in Notation 3 and RDF/XML. From other types of applications, the standard content negotiation guidelines are followed. Here is an example how to access the vocabulary in N3 syntax from the Python rdflib module: 

Graph().parse("https://w3id.org/afo/vocab/1.1#", format="n3")

The computational workflow models are based on feature signatures that represent mathematical operations employed in the feature extraction process with each operation assigned a lexical symbol. It offers a compact description of each feature and enables an easier way of comparing features according to their extraction workflows. Converting the signatures into a linked data format to include them in the vocabulary involves defining a set of OWL classes that handle the representation and sequential nature of the calculations. The operations are implemented as sub-classes of three general classes: transformations, filters and aggregations. For each abstract feature, we define a model property. The OWL range of the model property is a Model class in the Audio Feature Ontology namespace. The Turtle example below shows how the computational signatures of MFCC and Chromagram features are represented in the vocabulary. 

    afv:MelscaleFrequencyCepstralCoefficients a owl:Class ;
        rdfs:label "MelscaleFrequencyCepstralCoefficients"@en ;
        rdfs:comment "MelscaleFrequencyCepstralCoefficients" ;
        rdfs:subClassOf afo:AudioFeature ;
        vs:term_status "testing"@en ;
        afo:model afv:MelscaleFrequencyCepstralCoefficientsModel .

    afv:MelscaleFrequencyCepstralCoefficientsModel a afo:Model ;
        rdfs:label "MelscaleFrequencyCepstralCoefficients model"@en ;
        rdfs:comment "Computational model for MelscaleFrequencyCepstralCoefficients" ;
        vs:term_status "testing"@en ;
        afo:operation_sequence afv:MelscaleFrequencyCepstralCoefficients_operation_sequence .

    afv:MelscaleFrequencyCepstralCoefficients_operation_sequence a afo:OperationSequence ;
          afo:first_operation afv:MelscaleFrequencyCepstralCoefficients_operation_1 .

    afv:MelscaleFrequencyCepstralCoefficients_operation_1 a afv:Windowing ;
        rdfs:label "MelscaleFrequencyCepstralCoefficients_operation_1"@en ;
        rdfs:comment "MelscaleFrequencyCepstralCoefficients computational sequence step 1" ;
        vs:term_status "testing"@en ;
        afo:next_operation afv:MelscaleFrequencyCepstralCoefficients_operation_2 .

    afv:MelscaleFrequencyCepstralCoefficients_operation_2 a afv:DiscreteFourierTransform ;
        rdfs:label "MelscaleFrequencyCepstralCoefficients_operation_2"@en ;
        rdfs:comment "MelscaleFrequencyCepstralCoefficients computational sequence step 2" ;
        vs:term_status "testing"@en ;
        afo:next_operation afv:MelscaleFrequencyCepstralCoefficients_operation_3 .

    afv:MelscaleFrequencyCepstralCoefficients_operation_3 a afv:Spectralbinning ;
        rdfs:label "MelscaleFrequencyCepstralCoefficients_operation_3"@en ;
        rdfs:comment "MelscaleFrequencyCepstralCoefficients computational sequence step 3" ;
        vs:term_status "testing"@en ;
        afo:next_operation afv:MelscaleFrequencyCepstralCoefficients_operation_4 .

    afv:MelscaleFrequencyCepstralCoefficients_operation_4 a afv:Logarithm ;
        rdfs:label "MelscaleFrequencyCepstralCoefficients_operation_4"@en ;
        rdfs:comment "MelscaleFrequencyCepstralCoefficients computational sequence step 4" ;
        vs:term_status "testing"@en ;
        afo:next_operation afv:MelscaleFrequencyCepstralCoefficients_operation_5 .

    afv:MelscaleFrequencyCepstralCoefficients_operation_5 a afo:LastOperation,
            afv:DiscreteCosineTransform ;
        rdfs:label "MelscaleFrequencyCepstralCoefficients_operation_5"@en ;
        rdfs:comment "MelscaleFrequencyCepstralCoefficients computational sequence step 5" ;
        vs:term_status "testing"@en .

    afv:Chromagram a owl:Class ;
        rdfs:label "Chromagram"@en ;
        rdfs:comment "Chromagram" ;
        rdfs:subClassOf afo:AudioFeature ;
        vs:term_status "testing"@en ;
        afo:model afv:ChromagramModel .

    afv:Chromagram_operation_sequence a afo:OperationSequence ;
        afo:first_operation afv:Chromagram_operation_1 .

    afv:ChromagramModel a afo:Model ;
        rdfs:label "Chromagram model"@en ;
        rdfs:comment "Computational model for Chromagram" ;
        vs:term_status "testing"@en ;
        afo:operation_sequence afv:Chromagram_operation_sequence .

    afv:Chromagram_operation_1 a afv:Windowing ;
        rdfs:label "Chromagram_operation_1"@en ;
        rdfs:comment "Chromagram computational sequence step 1" ;
        vs:term_status "testing"@en ;
        afo:next_operation afv:Chromagram_operation_2 .

    afv:Chromagram_operation_2 a afv:DiscreteFourierTransform ;
        rdfs:label "Chromagram_operation_2"@en ;
        rdfs:comment "Chromagram computational sequence step 2" ;
        vs:term_status "testing"@en ;
        afo:next_operation afv:Chromagram_operation_3 .

    afv:Chromagram_operation_3 a afv:Logarithm ;
        rdfs:label "Chromagram_operation_3"@en ;
        rdfs:comment "Chromagram computational sequence step 3" ;
        vs:term_status "testing"@en ;
        afo:next_operation afv:Chromagram_operation_4 .

    afv:Chromagram_operation_4 a afo:LastOperation,
            afv:Sum ;
        rdfs:label "Chromagram_operation_4"@en ;
        rdfs:comment "Chromagram computational sequence step 4" ;
        vs:term_status "testing"@en .

This structure enables building SPARQL queries to retrieve comparative information on features from the vocabulary. For example, we can inquire which features in the vocabulary employ the Discrete Cosine Transform calculation by executing the following query: 

    SELECT DISTINCT ?feature
    WHERE {
        {
          SELECT DISTINCT ?feature
          WHERE {
            ?opid a afv:DiscreteCosineTransform .
            ?seqid afo:first_operation ?fopid .
            ?fopid afo:next_operation+ ?opid .

            OPTIONAL {
                ?model afo:operation_sequence ?seqid .
                ?feature afo:model ?model .
            }
        }
      }
      UNION
      {
        SELECT DISTINCT ?feature WHERE {
          ?fopid a afv:DiscreteCosineTransform .
          ?seqid afo:first_operation ?fopid .
        ?model afo:operation_sequence ?seqid .
        ?feature afo:model ?model .
        }
      }
      FILTER (?feature != "")
    }
This will produce the following result:
  • afv:AutocorrelationMFCCs
  • afv:BarkscaleFrequencyCepstralCoefficients
  • afv:MelscaleFrequencyCepstralCoefficients
  • afv:ModifiedGroupDelay
  • afv:ModulationHarmonicCoefficients
  • afv:NoiseRobustAuditoryFeature
  • afv:PerceptualLinearPrediction
  • afv:RelativeSpectralPLP

The vocabulary can also be queried to retrieve signatures for individual features like in this example for the Spectral Centroid feature 

      PREFIX afv: <https://w3id.org/afo/vocab/1.1#>
      PREFIX afo: <https://w3id.org/afo/onto/1.1#>
      PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>

      SELECT ?operation ?operation_type
      WHERE {
        {
          SELECT ?operation ?operation_type
          WHERE
          {
            afv:SpectralCentroidModel afo:operation_sequence ?sequence .
            ?sequence afo:first_operation ?operation .
            ?operation a ?operation_type .
          }
        }
        UNION
        {
          SELECT ?operation ?operation_type
          WHERE
          {
            afv:SpectralCentroidModel afo:operation_sequence ?sequence .
            ?sequence afo:first_operation ?first_operation .
            ?first_operation afo:next_operation+ ?operation .
            OPTIONAL {
              ?operation a ?operation_type .
            }
          }
        }
        FILTER(?operation_type != afo:LastOperation)
        FILTER(?operation_type != afo:OptionalOperation)
        FILTER(?operation_type != "")
      } ORDER BY ?operation
The response to this query:
operation operation_type
1 afv:SpectralCentroid_operation_1 afv:Windowing
2 afv:SpectralCentroid_operation_2 afv:DiscreteFourierTransform
3 afv:SpectralCentroid_operation_3 afv:Spectralbinning
4 afv:SpectralCentroid_operation_4 afv:Logarithm
5 afv:SpectralCentroid_operation_5 afv:Mean

The Audio Feature Ontology is being developed at the Centre for Digital Music, Queen Mary University of London as part of the Fusing Audio and Semantic Technologies (FAST) project.
The source code is available here: https://code.soundsoftware.ac.uk/projects/af-ontology.

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Prefixes
  • @prefix xml: <http://www.w3.org/XML/1998/namespace> .
  • @prefix owl: <http://www.w3.org/2002/07/owl#> .
  • @prefix afo: <https://w3id.org/afo/onto/1.1#> .
  • @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
  • @prefix vs: <http://www.w3.org/2003/06/sw-vocab-status/ns#> .
  • @prefix dc: <http://purl.org/dc/elements/1.1/> .
  • @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
  • @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
  • @prefix ns1: <http://purl.org/dc/elements/1.1/> .
  • @prefix afv: <https://w3id.org/afo/vocab/1.1#> .
Terms
ADRess (Class) ADRessSpectrum (Class) ADRessStereoSpectrum (Class) AbsMax (Class) AdaptiveSpectrogram (Class) AdaptiveTimeFrequencyTransform (Class) AdaptiveTimeFrequencyTransformComp (Class) AimBoxes (Class) AimGammatone (Class) AimHCL (Class) AimHCL2 (Class) AimLocalMax (Class) AimPZFC (Class) AimPZFC2 (Class) AimSAI (Class) AimSSI (Class) AimVQ (Class) Amplitude (Class) AmplitudeModulation (Class) AmplitudeofEnergyModulation (Class) AreaMoments (Class) AreaMomentsConstantQMFCC (Class) AreaMomentsLogConstantQ (Class) AreaMomentsMFCC (Class) AreaPolynomialApproximation (Class) AreaPolynomialApproximationConstantQMFCC (Class) AreaPolynomialApproximationLogConstantQ (Class) Attack (Class) AttackLeap (Class) AttackSlope (Class) AttackTime (Class) AuditoryFilterBankTemporalEnvelopes (Class) AutoCorrelation (Class) AutoCorrelationFFT (Class) AutoCorrelationPeaksIntegrator (Class) Autocorrelation (Class) AutocorrelationMFCCs (Class) Autoregression (Class) AverageDeviation (Class) AverageMagnitudeDifference (Class) AverageSquaredDifference (Class) BandPeriodicity (Class) BandSpectralDeviation (Class) BandTristimulus (Class) BandpassFilter (Class) BandpassFilterBank (Class) Bandwidth (Class) BarandBeat (Class) BarkCoefficients (Class) BarkscaleFrequencyCepstralCoefficients (Class) Bars (Class) BassChromagram (Class) Beat (Class) BeatCount (Class) BeatHistogram (Class) BeatHistogramFromPeaks (Class) BeatHistogramLabels (Class) BeatSpectralDifference (Class) BeatSpectrum (Class) BeatSum (Class) Brightness (Class) CepstralRecursionFormula (Class) Cepstrum (Class) Chord (Class) Chordino (Class) ChromaCENSFeatures (Class) ChromaMeans (Class) Chromagram (Class) ChromagramandBassChromagram (Class) CombFilter (Class) Compactness (Class) ComplexDomainOnset (Class) ConstantQ (Class) ConstantQMFCC (Class) ConstantQSpectrogram (Class) ConstantQTransform (Class) CorrelationPattern (Class) Crest (Class) CrossCorrelation (Class) CrossCorrelation (Class) CrossCorrelation (Class) CrossCorrelation (Class) CyclicBeatSpectrum (Class) DWPTbasedRhythmFeature (Class) Daub4 (Class) DaubechiesWaveletCoefficientHistogram (Class) Decay (Class) Decaytime (Class) DecorrelatedFilterBanks (Class) Decrease (Class) DecreaseSlope (Class) DeltaDeltaMFCC (Class) DeltaMFCC (Class) DeltaSpectralPattern (Class) Derivate (Class) DerivationDifference (Class) Deviation (Class) Deviation (Class) Deviation (Class) Deviation (Class) Differencevector (Class) DiscreteCosineTransform (Class) DiscreteCosineTransform (Class) DiscreteCosineTransform (Class) DiscreteCosineTransform (Class) DiscreteFourierTransform (Class) DiscreteWaveletTransform (Class) DiscreteWaveletTransform (Class) DiscreteWaveletTransform (Class) DiscreteWaveletTransform (Class) DistanceMatrix (Class) DistancefromFirstChannel (Class) DistortionDiscriminantAnalysis (Class) EffectiveDuration (Class) Energy (Class) EnergyBasedOnset (Class) EnergySpectralDensity (Class) EnhADRess (Class) EnhADRessStereoSpectrum (Class) Entropy (Class) Envelope (Class) EnvelopeShapeStatistics (Class) EvenHarmonicRatio (Class) EventDensity (Class) ExponentialFunction (Class) FFTBinFrequencies (Class) Feature (Class) FeatureMeans (Class) FeatureVariances (Class) FilterbankMel (Class) Flatnessdb (Class) FluctuationPattern (Class) FluctuationPatternCent (Class) FluctuationPatterns (Class) FractionOfLowEnergyWindows (Class) Frames (Class) FrequencyofEnergyModulation (Class) FuncdamentalFrequency (Class) FundamentalFrequency (Class) FundamentalFrequencyModulation (Class) FundamentalFrequencyfailsafe (Class) GeometricMean (Class) GeorgeTzanetakisModel (Class) GlobalSpectralShapeDescription (Class) GroupDelayFunction (Class) HarmonicChange (Class) HarmonicChangeValue (Class) HarmonicCoefficient (Class) HarmonicConcentration (Class) HarmonicDerivate (Class) HarmonicEnergy (Class) HarmonicEnergyEntropy (Class) HarmonicPeakDetection (Class) HarmonicPitchClassProfile (Class) HarmonicProductSpectrum (Class) HarmonicProminence (Class) HarmonicSpectralCentroid (Class) HarmonicSpectralDecrease (Class) HarmonicSpectralDeviation (Class) HarmonicSpectralFlux (Class) HarmonicSpectralKurtosis (Class) HarmonicSpectralRolloff (Class) HarmonicSpectralShape (Class) HarmonicSpectralSkewness (Class) HarmonicSpectralSlope (Class) HarmonicSpectralSmoothness (Class) HarmonicSpectralSpread (Class) HarmonicSpectralVariation (Class) HarmonicSpectrum (Class) HarmonicTristimulus (Class) HighFrequencyContent (Class) HighFrequencyContentOnset (Class) HighestValue (Class) Histogram (Class) HistogramIntegrator (Class) IBTINESCBeat (Class) IndependentComponentAnalysis (Class) Inharmonicity (Class) IntegralLoudness (Class) Irregularity (Class) IrregularityI (Class) IrregularityII (Class) Irregularityj (Class) Irregularityk (Class) JointAcousticandModuluationFrequency (Class) Key (Class) Key (Class) Key (Class) Key (Class) KeyMode (Class) KeySOM (Class) KeyStrength (Class) KeyStrengthPlot (Class) KrumhanslKeyFinder (Class) KullbackLieblerOnset (Class) LNorm (Class) LevelCrossingDetector (Class) LineSpectralFrequencies (Class) LineSpectralPairs (Class) LinearPredictionCepstralCoefficients (Class) LinearPredictionZCR (Class) LinearPredictiveCoding (Class) LinearSpectralPairs (Class) LocalSingleGaussianModel (Class) LocalTuning (Class) LogAttackTime (Class) LogConstantQ (Class) LogFrequencySpectrum (Class) LogLikelihoodofChord (Class) Logarithm (Class) LogarithmicFluctuationPattern (Class) Loudness (Class) LowEnergy (Class) LowFreqEnergyRelation (Class) LowestValue (Class) LowpassFilter (Class) MELODIAMelodyExtraction (Class) MELODIAMelodyExtractionintermediatesteps (Class) MIDINote (Class) MPEG7AudioFundamentalFrequency (Class) MPEG7AudioHarmonicity (Class) MPEG7AudioSpectrumBasis (Class) MPEG7AudioSpectrumCentroid (Class) MPEG7AudioSpectrumSpread (Class) MPEG7AudioWaveform (Class) MPEG7HarmonicSpectralCentroid (Class) MPEG7HarmonicSpectralDeviation (Class) MPEG7HarmonicSpectralSpread (Class) MPEG7HarmonicSpectralVariation (Class) MPEG7LogAttackTime (Class) MPEG7SpectralCentroid (Class) MPEG7TemporalCentroid (Class) MagnitudeKurtosis (Class) MagnitudeSkewness (Class) MagnitudeSpectrum (Class) MandelEllis (Class) MaxArgMax (Class) MaxMagFreq (Class) MaxMin (Class) Maximum (Class) Mean (Class) Mean (Class) Mean (Class) Mean (Class) MeanAbsoluteDeviation (Class) MeansofCoefficients (Class) MeddisHairCell (Class) Median (Class) Median (Class) Median (Class) Median (Class) MelSpectrum (Class) MelscaleFrequencyCepstralCoefficients (Class) MinArgMin (Class) Minimum (Class) Mode (Class) ModifiedGroupDelay (Class) ModifiedKullbackLieblerOnset (Class) ModulatedComplexLappedTransform (Class) ModulationEnergy (Class) ModulationFrequencyVariance (Class) ModulationHarmonicCoefficients (Class) Moments (Class) Multiplicity (Class) MultiresolutionEntropy (Class) NNLSChroma (Class) NoiseEnergy (Class) NoiseRobustAuditoryFeature (Class) Noisiness (Class) NonSilentRegions (Class) Nonzerocount (Class) Normalization (Class) Note (Class) NoteOnset (Class) NoteRepresentationofChord (Class) OctaveBandSignalIntensity (Class) OctaveBandSignalIntensityRatio (Class) OctaveBasedSpectralContrast (Class) OddEvenRatio (Class) OddToEvenBandRatio (Class) OddToEvenHarmonicRatio (Class) Onset (Class) OrderedDistancesfromFirstChannel (Class) PeakDetection (Class) PeakFinder (Class) PeakPicker (Class) PeakSpectrum (Class) Peaker (Class) PeakerOnset (Class) Percentile (Class) PerceptualLinearPrediction (Class) PerceptualSharpness (Class) PerceptualSpectralCentroid (Class) PerceptualSpectralDecrease (Class) PerceptualSpectralEnvelopeShape (Class) PerceptualSpectralKurtosis (Class) PerceptualSpectralRolloff (Class) PerceptualSpectralSkewness (Class) PerceptualSpectralSlope (Class) PerceptualSpectralSpread (Class) PerceptualSpectralVariation (Class) PerceptualSpread (Class) PhaseBasedMethodOnset (Class) PhaseSpaceEmbedding (Class) PhaseSpaceFeatures (Class) Pitch (Class) PitchCountours (Class) PitchDiff (Class) PitchFFTYIN (Class) PitchFastComb (Class) PitchHistogram (Class) PitchMultiComb (Class) PitchProfile (Class) PitchSchmitt (Class) PitchSynchronousZCPA (Class) PitchYIN (Class) PolynomialRootFinding (Class) PolyphonicTranscription (Class) Power (Class) Power (Class) Power (Class) Power (Class) PowerSpectrum (Class) PowerToAverageRatio (Class) PrincipalComponentAnalysis (Class) PrincipalMelSpectrumComponents (Class) PsychoacousticalPitch (Class) PulseClarity (Class) PulseMetric (Class) PureTonalness (Class) RMSAmplitude (Class) RMSEnergy (Class) RMSEnergyEnvelope (Class) RatescalefrequencyFeatures (Class) Regression (Class) RelaitvespecificLoudness (Class) RelativeDifference (Class) RelativeSpectralPLP (Class) Release (Class) RhythmHistogram (Class) RhythmPatterns (Class) RhythmicFluctuation (Class) RiseTime (Class) RootMeanSquare (Class) RootMeanSquare (Class) RootMeanSquare (Class) RootMeanSquare (Class) Roughness (Class) RunningAutocorrelation (Class) RunningStatistics (Class) Salience (Class) Segmenter (Class) SemitoneSpectrum (Class) Sharpness (Class) ShortTimeEnergy (Class) Signal (Class) SignalAutoCorrelation (Class) SignalToNoiseRatio (Class) SilenceTest (Class) SilentRegions (Class) Similarity (Class) SingularValueDecomposition (Class) SlopeIntegrator (Class) Smoothed (Class) Smoothness (Class) Sone (Class) SpectralAverageDeviation (Class) SpectralCenter (Class) SpectralCentroid (Class) SpectralContrastPattern (Class) SpectralCrest (Class) SpectralCrestFactor (Class) SpectralCrestFactorPerBand (Class) SpectralDecrease (Class) SpectralDifferenceMethodOnset (Class) SpectralDispersion (Class) SpectralDissonance (Class) SpectralFlatness (Class) SpectralFlatnessAllBands (Class) SpectralFlatnessPerBand (Class) SpectralFlux (Class) SpectralFluxOnset (Class) SpectralInharmonicity (Class) SpectralKurtosis (Class) SpectralMean (Class) SpectralPattern (Class) SpectralPatternCent (Class) SpectralPeakStructure (Class) SpectralPeaks (Class) SpectralPercentile (Class) SpectralRolloff (Class) SpectralShape (Class) SpectralShapeStatistics (Class) SpectralSharpness (Class) SpectralSkewness (Class) SpectralSlope (Class) SpectralSmoothness (Class) SpectralSpread (Class) SpectralStandardDeviation (Class) SpectralVariability (Class) SpectralVariance (Class) Spectralbinning (Class) SpectrotemporalVariation (Class) Spectrum (Class) Spectrum2Chroma (Class) Spectrum2Mel (Class) StandardDeviation (Class) StatisticalIntegrator (Class) StatisticalSpectrum (Class) StereoSpectrum (Class) StereoSpectrumFeatures (Class) StereoSpectrumSources (Class) StrengthOfStrongestBeat (Class) StrongestBeat (Class) StrongestFrequencyViaFFTMax (Class) StrongestFrequencyViaSpectralCentroid (Class) StrongestFrequencyViaZeroCrossings (Class) SubbandEnergyRatio (Class) SubbandSpectralFlux (Class) Subbands (Class) Sum (Class) Sum (Class) Sum (Class) Sum (Class) SumofValues (Class) Tempo (Class) TempoandBeat (Class) TemporalCentroid (Class) TemporalDecrease (Class) TemporalIncrease (Class) TemporalRhythmHistogram (Class) TemporalShapeStatistics (Class) TemporalStatisticalSpectrum (Class) TimbralWidth (Class) TimbreDistribution (Class) TonalCentroid (Class) TonalChange (Class) TonalChange (Class) TonalChange (Class) TonalChange (Class) TonalChangePositions (Class) TonalDissonance (Class) Tonality (Class) TonicPitch (Class) TotalEnergy (Class) TotalEnergyModulation (Class) TotalHarmonicEnergy (Class) TotalNoiseEnergy (Class) Transformto6DTonalContentSpace (Class) TransientSteadyStateSeparation (Class) TriangularFilterBank (Class) Tristimulus (Class) Tristimulus1 (Class) Tristimulus2 (Class) Tristimulus3 (Class) TunedLogFrequencySpectrum (Class) Tuning (Class) Variance (Class) VarianceDeltaSpectralPattern (Class) Volume (Class) WaveletPyramid (Class) WeightingFunction (Class) Windowing (Class) ZeroCrossingPeakAmplitudes (Class) ZeroCrossingRate (Class) AdaptiveTimeFrequencyTransform model (Individual) AdaptiveTimeFrequencyTransform_operation_1 (Individual) AdaptiveTimeFrequencyTransform_operation_2 (Individual) AdaptiveTimeFrequencyTransform_operation_2 (Individual) AmplitudeDescriptor model (Individual) AmplitudeDescriptor_operation_1 (Individual) AmplitudeDescriptor_operation_2 (Individual) AmplitudeDescriptor_operation_3 (Individual) AmplitudeDescriptor_operation_4 (Individual) AmplitudeDescriptor_operation_5 (Individual) AmplitudeDescriptor_operation_6 (Individual) AmplitudeDescriptor_operation_6 (Individual) AuditoryFilterBankTemporalEnvelopes model (Individual) AuditoryFilterBankTemporalEnvelopes_operation_1 (Individual) AuditoryFilterBankTemporalEnvelopes_operation_2 (Individual) AuditoryFilterBankTemporalEnvelopes_operation_3 (Individual) AuditoryFilterBankTemporalEnvelopes_operation_4 (Individual) AuditoryFilterBankTemporalEnvelopes_operation_5 (Individual) AuditoryFilterBankTemporalEnvelopes_operation_5 (Individual) AutocorrelationMFCCs model (Individual) AutocorrelationMFCCs_operation_1 (Individual) AutocorrelationMFCCs_operation_2 (Individual) AutocorrelationMFCCs_operation_3 (Individual) AutocorrelationMFCCs_operation_4 (Individual) AutocorrelationMFCCs_operation_5 (Individual) AutocorrelationMFCCs_operation_6 (Individual) AutocorrelationMFCCs_operation_7 (Individual) AutocorrelationMFCCs_operation_7 (Individual) BandPeriodicity model (Individual) BandPeriodicity_operation_1 (Individual) BandPeriodicity_operation_2 (Individual) BandPeriodicity_operation_3 (Individual) BandPeriodicity_operation_4 (Individual) BandPeriodicity_operation_5 (Individual) BandPeriodicity_operation_5 (Individual) Bandwidth model (Individual) Bandwidth_operation_1 (Individual) Bandwidth_operation_2 (Individual) Bandwidth_operation_3 (Individual) Bandwidth_operation_4 (Individual) Bandwidth_operation_4 (Individual) Bandwidth_operation_5 (Individual) Bandwidth_operation_5 (Individual) BarkscaleFrequencyCepstralCoefficients model (Individual) BarkscaleFrequencyCepstralCoefficients_operation_1 (Individual) BarkscaleFrequencyCepstralCoefficients_operation_2 (Individual) BarkscaleFrequencyCepstralCoefficients_operation_3 (Individual) BarkscaleFrequencyCepstralCoefficients_operation_4 (Individual) BarkscaleFrequencyCepstralCoefficients_operation_5 (Individual) BarkscaleFrequencyCepstralCoefficients_operation_5 (Individual) BeatHistogram model (Individual) BeatHistogram_operation_1 (Individual) BeatHistogram_operation_2 (Individual) BeatHistogram_operation_3 (Individual) BeatHistogram_operation_4 (Individual) BeatHistogram_operation_5 (Individual) BeatHistogram_operation_6 (Individual) BeatHistogram_operation_7 (Individual) BeatHistogram_operation_7 (Individual) BeatSpectrum model (Individual) BeatSpectrum_operation_1 (Individual) BeatSpectrum_operation_2 (Individual) BeatSpectrum_operation_3 (Individual) BeatSpectrum_operation_4 (Individual) BeatSpectrum_operation_5 (Individual) BeatSpectrum_operation_6 (Individual) BeatSpectrum_operation_6 (Individual) BeatTracker model (Individual) BeatTracker_operation_1 (Individual) BeatTracker_operation_2 (Individual) BeatTracker_operation_3 (Individual) BeatTracker_operation_4 (Individual) BeatTracker_operation_5 (Individual) BeatTracker_operation_6 (Individual) BeatTracker_operation_7 (Individual) BeatTracker_operation_7 (Individual) ChromaCENSFeatures model (Individual) ChromaCENSFeatures_operation_1 (Individual) ChromaCENSFeatures_operation_2 (Individual) ChromaCENSFeatures_operation_3 (Individual) ChromaCENSFeatures_operation_4 (Individual) ChromaCENSFeatures_operation_5 (Individual) ChromaCENSFeatures_operation_5 (Individual) Chromagram model (Individual) Chromagram_operation_1 (Individual) Chromagram_operation_2 (Individual) Chromagram_operation_3 (Individual) Chromagram_operation_4 (Individual) Chromagram_operation_4 (Individual) CyclicBeatSpectrum model (Individual) CyclicBeatSpectrum_operation_1 (Individual) CyclicBeatSpectrum_operation_2 (Individual) CyclicBeatSpectrum_operation_3 (Individual) CyclicBeatSpectrum_operation_4 (Individual) CyclicBeatSpectrum_operation_5 (Individual) CyclicBeatSpectrum_operation_6 (Individual) CyclicBeatSpectrum_operation_7 (Individual) CyclicBeatSpectrum_operation_8 (Individual) CyclicBeatSpectrum_operation_9 (Individual) CyclicBeatSpectrum_operation_9 (Individual) DWPTbasedRhythmFeature model (Individual) DWPTbasedRhythmFeature_operation_1 (Individual) DWPTbasedRhythmFeature_operation_2 (Individual) DWPTbasedRhythmFeature_operation_3 (Individual) DWPTbasedRhythmFeature_operation_4 (Individual) DWPTbasedRhythmFeature_operation_5 (Individual) DWPTbasedRhythmFeature_operation_5 (Individual) DaubechiesWaveletCoefficientHistogram model (Individual) DaubechiesWaveletCoefficientHistogram_operation_1 (Individual) DaubechiesWaveletCoefficientHistogram_operation_2 (Individual) DaubechiesWaveletCoefficientHistogram_operation_3 (Individual) DaubechiesWaveletCoefficientHistogram_operation_3 (Individual) DistortionDiscriminantAnalysis model (Individual) DistortionDiscriminantAnalysis_operation_1 (Individual) DistortionDiscriminantAnalysis_operation_2 (Individual) DistortionDiscriminantAnalysis_operation_3 (Individual) DistortionDiscriminantAnalysis_operation_4 (Individual) DistortionDiscriminantAnalysis_operation_5 (Individual) DistortionDiscriminantAnalysis_operation_5 (Individual) HarmonicCoefficient model (Individual) HarmonicCoefficient_operation_1 (Individual) HarmonicCoefficient_operation_2 (Individual) HarmonicCoefficient_operation_3 (Individual) HarmonicCoefficient_operation_3 (Individual) HarmonicConcentration model (Individual) HarmonicConcentration_operation_1 (Individual) HarmonicConcentration_operation_2 (Individual) HarmonicConcentration_operation_3 (Individual) HarmonicConcentration_operation_4 (Individual) HarmonicConcentration_operation_5 (Individual) HarmonicConcentration_operation_5 (Individual) HarmonicDerivate model (Individual) HarmonicDerivate_operation_1 (Individual) HarmonicDerivate_operation_2 (Individual) HarmonicDerivate_operation_3 (Individual) HarmonicDerivate_operation_4 (Individual) HarmonicDerivate_operation_4 (Individual) HarmonicEnergyEntropy model (Individual) HarmonicEnergyEntropy_operation_1 (Individual) HarmonicEnergyEntropy_operation_2 (Individual) HarmonicEnergyEntropy_operation_3 (Individual) HarmonicEnergyEntropy_operation_4 (Individual) HarmonicEnergyEntropy_operation_4 (Individual) HarmonicProminence model (Individual) HarmonicProminence_operation_1 (Individual) HarmonicProminence_operation_2 (Individual) HarmonicProminence_operation_3 (Individual) HarmonicProminence_operation_3 (Individual) Inharmonicity model (Individual) Inharmonicity_operation_1 (Individual) Inharmonicity_operation_2 (Individual) Inharmonicity_operation_3 (Individual) Inharmonicity_operation_4 (Individual) Inharmonicity_operation_4 (Individual) IntegralLoudness model (Individual) IntegralLoudness_operation_1 (Individual) IntegralLoudness_operation_2 (Individual) IntegralLoudness_operation_3 (Individual) IntegralLoudness_operation_4 (Individual) IntegralLoudness_operation_5 (Individual) IntegralLoudness_operation_6 (Individual) IntegralLoudness_operation_7 (Individual) IntegralLoudness_operation_7 (Individual) JointAcousticandModuluationFrequency model (Individual) JointAcousticandModuluationFrequency_operation_1 (Individual) JointAcousticandModuluationFrequency_operation_2 (Individual) JointAcousticandModuluationFrequency_operation_3 (Individual) JointAcousticandModuluationFrequency_operation_4 (Individual) JointAcousticandModuluationFrequency_operation_5 (Individual) JointAcousticandModuluationFrequency_operation_6 (Individual) JointAcousticandModuluationFrequency_operation_6 (Individual) LineSpectralFrequencies model (Individual) LineSpectralFrequencies_operation_1 (Individual) LineSpectralFrequencies_operation_2 (Individual) LineSpectralFrequencies_operation_3 (Individual) LineSpectralFrequencies_operation_3 (Individual) LinearPredictionCepstralCoefficients model (Individual) LinearPredictionCepstralCoefficients_operation_1 (Individual) LinearPredictionCepstralCoefficients_operation_2 (Individual) LinearPredictionCepstralCoefficients_operation_2 (Individual) LinearPredictionCepstralCoefficients_operation_3 (Individual) LinearPredictionCepstralCoefficients_operation_4 (Individual) LinearPredictionCepstralCoefficients_operation_4 (Individual) LinearPredictionZCR model (Individual) LinearPredictionZCR_operation_1 (Individual) LinearPredictionZCR_operation_2 (Individual) LinearPredictionZCR_operation_3 (Individual) LinearPredictionZCR_operation_4 (Individual) LinearPredictionZCR_operation_4 (Individual) LinearPredictiveCoding model (Individual) LinearPredictiveCoding_operation_1 (Individual) LinearPredictiveCoding_operation_2 (Individual) LinearPredictiveCoding_operation_2 (Individual) LinearPredictiveCoding_operation_3 (Individual) LinearPredictiveCoding_operation_4 (Individual) LinearPredictiveCoding_operation_4 (Individual) LinearPredictiveCoding_operation_4 (Individual) MPEG7AudioFundamentalFrequency model (Individual) MPEG7AudioFundamentalFrequency_operation_1 (Individual) MPEG7AudioFundamentalFrequency_operation_2 (Individual) MPEG7AudioFundamentalFrequency_operation_3 (Individual) MPEG7AudioFundamentalFrequency_operation_3 (Individual) MPEG7AudioHarmonicity model (Individual) MPEG7AudioHarmonicity_operation_1 (Individual) MPEG7AudioHarmonicity_operation_2 (Individual) MPEG7AudioHarmonicity_operation_3 (Individual) MPEG7AudioHarmonicity_operation_3 (Individual) MPEG7AudioSpectrumBasis model (Individual) MPEG7AudioSpectrumBasis_operation_1 (Individual) MPEG7AudioSpectrumBasis_operation_2 (Individual) MPEG7AudioSpectrumBasis_operation_3 (Individual) MPEG7AudioSpectrumBasis_operation_4 (Individual) MPEG7AudioSpectrumBasis_operation_5 (Individual) MPEG7AudioSpectrumBasis_operation_6 (Individual) MPEG7AudioSpectrumBasis_operation_7 (Individual) MPEG7AudioSpectrumBasis_operation_7 (Individual) MPEG7AudioSpectrumBasis_operation_7 (Individual) MPEG7AudioSpectrumCentroid model (Individual) MPEG7AudioSpectrumCentroid_operation_1 (Individual) MPEG7AudioSpectrumCentroid_operation_2 (Individual) MPEG7AudioSpectrumCentroid_operation_3 (Individual) MPEG7AudioSpectrumCentroid_operation_4 (Individual) MPEG7AudioSpectrumCentroid_operation_5 (Individual) MPEG7AudioSpectrumCentroid_operation_5 (Individual) MPEG7AudioSpectrumSpread model (Individual) MPEG7AudioSpectrumSpread_operation_1 (Individual) MPEG7AudioSpectrumSpread_operation_2 (Individual) MPEG7AudioSpectrumSpread_operation_3 (Individual) MPEG7AudioSpectrumSpread_operation_4 (Individual) MPEG7AudioSpectrumSpread_operation_5 (Individual) MPEG7AudioSpectrumSpread_operation_5 (Individual) MPEG7AudioWaveform model (Individual) MPEG7AudioWaveform_operation_1 (Individual) MPEG7AudioWaveform_operation_2 (Individual) MPEG7AudioWaveform_operation_3 (Individual) MPEG7AudioWaveform_operation_3 (Individual) MPEG7HarmonicSpectralCentroid model (Individual) MPEG7HarmonicSpectralCentroid_operation_1 (Individual) MPEG7HarmonicSpectralCentroid_operation_2 (Individual) MPEG7HarmonicSpectralCentroid_operation_3 (Individual) MPEG7HarmonicSpectralCentroid_operation_4 (Individual) MPEG7HarmonicSpectralCentroid_operation_4 (Individual) MPEG7HarmonicSpectralDeviation model (Individual) MPEG7HarmonicSpectralDeviation_operation_1 (Individual) MPEG7HarmonicSpectralDeviation_operation_2 (Individual) MPEG7HarmonicSpectralDeviation_operation_3 (Individual) MPEG7HarmonicSpectralDeviation_operation_4 (Individual) MPEG7HarmonicSpectralDeviation_operation_5 (Individual) MPEG7HarmonicSpectralDeviation_operation_6 (Individual) MPEG7HarmonicSpectralDeviation_operation_6 (Individual) MPEG7HarmonicSpectralSpread model (Individual) MPEG7HarmonicSpectralSpread_operation_1 (Individual) MPEG7HarmonicSpectralSpread_operation_2 (Individual) MPEG7HarmonicSpectralSpread_operation_3 (Individual) MPEG7HarmonicSpectralSpread_operation_4 (Individual) MPEG7HarmonicSpectralSpread_operation_4 (Individual) MPEG7HarmonicSpectralVariation model (Individual) MPEG7HarmonicSpectralVariation_operation_1 (Individual) MPEG7HarmonicSpectralVariation_operation_2 (Individual) MPEG7HarmonicSpectralVariation_operation_3 (Individual) MPEG7HarmonicSpectralVariation_operation_4 (Individual) MPEG7HarmonicSpectralVariation_operation_4 (Individual) MPEG7LogAttackTime model (Individual) MPEG7LogAttackTime_operation_1 (Individual) MPEG7LogAttackTime_operation_2 (Individual) MPEG7LogAttackTime_operation_3 (Individual) MPEG7LogAttackTime_operation_4 (Individual) MPEG7LogAttackTime_operation_4 (Individual) MPEG7SpectralCentroid model (Individual) MPEG7SpectralCentroid_operation_1 (Individual) MPEG7SpectralCentroid_operation_2 (Individual) MPEG7SpectralCentroid_operation_2 (Individual) MPEG7TemporalCentroid model (Individual) MPEG7TemporalCentroid_operation_1 (Individual) MPEG7TemporalCentroid_operation_2 (Individual) MPEG7TemporalCentroid_operation_3 (Individual) MPEG7TemporalCentroid_operation_3 (Individual) MelscaleFrequencyCepstralCoefficients model (Individual) MelscaleFrequencyCepstralCoefficients_operation_1 (Individual) MelscaleFrequencyCepstralCoefficients_operation_2 (Individual) MelscaleFrequencyCepstralCoefficients_operation_3 (Individual) MelscaleFrequencyCepstralCoefficients_operation_4 (Individual) MelscaleFrequencyCepstralCoefficients_operation_5 (Individual) MelscaleFrequencyCepstralCoefficients_operation_5 (Individual) ModifiedGroupDelay model (Individual) ModifiedGroupDelay_operation_1 (Individual) ModifiedGroupDelay_operation_2 (Individual) ModifiedGroupDelay_operation_3 (Individual) ModifiedGroupDelay_operation_3 (Individual) ModifiedGroupDelay_operation_4 (Individual) ModifiedGroupDelay_operation_5 (Individual) ModifiedGroupDelay_operation_5 (Individual) ModifiedGroupDelay_operation_5 (Individual) ModulationEnergy model (Individual) ModulationEnergy_operation_1 (Individual) ModulationEnergy_operation_2 (Individual) ModulationEnergy_operation_3 (Individual) ModulationEnergy_operation_4 (Individual) ModulationEnergy_operation_5 (Individual) ModulationEnergy_operation_6 (Individual) ModulationEnergy_operation_7 (Individual) ModulationEnergy_operation_7 (Individual) ModulationHarmonicCoefficients model (Individual) ModulationHarmonicCoefficients_operation_1 (Individual) ModulationHarmonicCoefficients_operation_2 (Individual) ModulationHarmonicCoefficients_operation_3 (Individual) ModulationHarmonicCoefficients_operation_4 (Individual) ModulationHarmonicCoefficients_operation_5 (Individual) ModulationHarmonicCoefficients_operation_5 (Individual) MultiresolutionEntropy model (Individual) MultiresolutionEntropy_operation_1 (Individual) MultiresolutionEntropy_operation_2 (Individual) MultiresolutionEntropy_operation_3 (Individual) MultiresolutionEntropy_operation_4 (Individual) MultiresolutionEntropy_operation_5 (Individual) MultiresolutionEntropy_operation_5 (Individual) NoiseRobustAuditoryFeature model (Individual) NoiseRobustAuditoryFeature_operation_1 (Individual) NoiseRobustAuditoryFeature_operation_2 (Individual) NoiseRobustAuditoryFeature_operation_3 (Individual) NoiseRobustAuditoryFeature_operation_4 (Individual) NoiseRobustAuditoryFeature_operation_5 (Individual) NoiseRobustAuditoryFeature_operation_6 (Individual) NoiseRobustAuditoryFeature_operation_7 (Individual) NoiseRobustAuditoryFeature_operation_7 (Individual) PerceptualLinearPrediction model (Individual) PerceptualLinearPrediction_operation_1 (Individual) PerceptualLinearPrediction_operation_2 (Individual) PerceptualLinearPrediction_operation_3 (Individual) PerceptualLinearPrediction_operation_4 (Individual) PerceptualLinearPrediction_operation_5 (Individual) PerceptualLinearPrediction_operation_6 (Individual) PerceptualLinearPrediction_operation_7 (Individual) PerceptualLinearPrediction_operation_8 (Individual) PerceptualLinearPrediction_operation_8 (Individual) PhaseSpaceFeatures model (Individual) PhaseSpaceFeatures_operation_1 (Individual) PhaseSpaceFeatures_operation_2 (Individual) PhaseSpaceFeatures_operation_2 (Individual) PitchHistogram model (Individual) PitchHistogram_operation_1 (Individual) PitchHistogram_operation_2 (Individual) PitchHistogram_operation_3 (Individual) PitchHistogram_operation_4 (Individual) PitchHistogram_operation_5 (Individual) PitchHistogram_operation_5 (Individual) PitchHistogram_operation_5 (Individual) Pitch model (Individual) PitchProfile model (Individual) PitchProfile_operation_1 (Individual) PitchProfile_operation_2 (Individual) PitchProfile_operation_3 (Individual) PitchProfile_operation_4 (Individual) PitchProfile_operation_5 (Individual) PitchProfile_operation_6 (Individual) PitchProfile_operation_7 (Individual) PitchProfile_operation_8 (Individual) PitchProfile_operation_9 (Individual) PitchProfile_operation_9 (Individual) PitchSynchronousZCPA model (Individual) PitchSynchronousZCPA_operation_1 (Individual) PitchSynchronousZCPA_operation_2 (Individual) PitchSynchronousZCPA_operation_3 (Individual) PitchSynchronousZCPA_operation_4 (Individual) PitchSynchronousZCPA_operation_5 (Individual) PitchSynchronousZCPA_operation_6 (Individual) PitchSynchronousZCPA_operation_7 (Individual) PitchSynchronousZCPA_operation_8 (Individual) PitchSynchronousZCPA_operation_9 (Individual) PitchSynchronousZCPA_operation_9 (Individual) Pitch_operation_1 (Individual) Pitch_operation_2 (Individual) Pitch_operation_3 (Individual) Pitch_operation_3 (Individual) PsychoacousticalPitch model (Individual) PsychoacousticalPitch_operation_1 (Individual) PsychoacousticalPitch_operation_2 (Individual) PsychoacousticalPitch_operation_3 (Individual) PsychoacousticalPitch_operation_4 (Individual) PsychoacousticalPitch_operation_5 (Individual) PsychoacousticalPitch_operation_5 (Individual) PulseMetric model (Individual) PulseMetric_operation_1 (Individual) PulseMetric_operation_2 (Individual) PulseMetric_operation_3 (Individual) PulseMetric_operation_4 (Individual) PulseMetric_operation_5 (Individual) PulseMetric_operation_5 (Individual) RatescalefrequencyFeatures model (Individual) RatescalefrequencyFeatures_operation_1 (Individual) RatescalefrequencyFeatures_operation_2 (Individual) RatescalefrequencyFeatures_operation_3 (Individual) RatescalefrequencyFeatures_operation_4 (Individual) RatescalefrequencyFeatures_operation_5 (Individual) RatescalefrequencyFeatures_operation_6 (Individual) RatescalefrequencyFeatures_operation_7 (Individual) RatescalefrequencyFeatures_operation_8 (Individual) RatescalefrequencyFeatures_operation_8 (Individual) RelativeSpectralPLP model (Individual) RelativeSpectralPLP_operation_1 (Individual) RelativeSpectralPLP_operation_10 (Individual) RelativeSpectralPLP_operation_11 (Individual) RelativeSpectralPLP_operation_11 (Individual) RelativeSpectralPLP_operation_2 (Individual) RelativeSpectralPLP_operation_3 (Individual) RelativeSpectralPLP_operation_4 (Individual) RelativeSpectralPLP_operation_5 (Individual) RelativeSpectralPLP_operation_6 (Individual) RelativeSpectralPLP_operation_7 (Individual) RelativeSpectralPLP_operation_8 (Individual) RelativeSpectralPLP_operation_9 (Individual) RhythmPatterns model (Individual) RhythmPatterns_operation_1 (Individual) RhythmPatterns_operation_10 (Individual) RhythmPatterns_operation_10 (Individual) RhythmPatterns_operation_2 (Individual) RhythmPatterns_operation_3 (Individual) RhythmPatterns_operation_4 (Individual) RhythmPatterns_operation_5 (Individual) RhythmPatterns_operation_6 (Individual) RhythmPatterns_operation_7 (Individual) RhythmPatterns_operation_8 (Individual) RhythmPatterns_operation_9 (Individual) Sharpness model (Individual) Sharpness_operation_1 (Individual) Sharpness_operation_2 (Individual) Sharpness_operation_3 (Individual) Sharpness_operation_4 (Individual) Sharpness_operation_5 (Individual) Sharpness_operation_6 (Individual) Sharpness_operation_6 (Individual) ShortTimeEnergy model (Individual) ShortTimeEnergy_operation_1 (Individual) ShortTimeEnergy_operation_2 (Individual) ShortTimeEnergy_operation_2 (Individual) Sone model (Individual) Sone_operation_1 (Individual) Sone_operation_2 (Individual) Sone_operation_3 (Individual) Sone_operation_4 (Individual) Sone_operation_5 (Individual) Sone_operation_6 (Individual) Sone_operation_6 (Individual) SpectralCenter model (Individual) SpectralCenter_operation_1 (Individual) SpectralCenter_operation_2 (Individual) SpectralCenter_operation_3 (Individual) SpectralCenter_operation_4 (Individual) SpectralCenter_operation_4 (Individual) SpectralCentroid model (Individual) SpectralCentroid_operation_1 (Individual) SpectralCentroid_operation_2 (Individual) SpectralCentroid_operation_3 (Individual) SpectralCentroid_operation_3 (Individual) SpectralCentroid_operation_4 (Individual) SpectralCentroid_operation_4 (Individual) SpectralCentroid_operation_5 (Individual) SpectralCentroid_operation_5 (Individual) SpectralCrest model (Individual) SpectralCrest_operation_1 (Individual) SpectralCrest_operation_2 (Individual) SpectralCrest_operation_3 (Individual) SpectralCrest_operation_4 (Individual) SpectralCrest_operation_5 (Individual) SpectralCrest_operation_6 (Individual) SpectralCrest_operation_6 (Individual) SpectralCrest_operation_6 (Individual) SpectralDispersion model (Individual) SpectralDispersion_operation_1 (Individual) SpectralDispersion_operation_2 (Individual) SpectralDispersion_operation_3 (Individual) SpectralDispersion_operation_4 (Individual) SpectralDispersion_operation_5 (Individual) SpectralDispersion_operation_5 (Individual) SpectralFlatness model (Individual) SpectralFlatness_operation_1 (Individual) SpectralFlatness_operation_2 (Individual) SpectralFlatness_operation_3 (Individual) SpectralFlatness_operation_4 (Individual) SpectralFlatness_operation_5 (Individual) SpectralFlatness_operation_5 (Individual) SpectralFlatness_operation_5 (Individual) SpectralFlux model (Individual) SpectralFlux_operation_1 (Individual) SpectralFlux_operation_2 (Individual) SpectralFlux_operation_3 (Individual) SpectralFlux_operation_4 (Individual) SpectralFlux_operation_4 (Individual) SpectralPeakStructure model (Individual) SpectralPeakStructure_operation_1 (Individual) SpectralPeakStructure_operation_2 (Individual) SpectralPeakStructure_operation_3 (Individual) SpectralPeakStructure_operation_4 (Individual) SpectralPeakStructure_operation_5 (Individual) SpectralPeakStructure_operation_6 (Individual) SpectralPeakStructure_operation_6 (Individual) SpectralPeaks model (Individual) SpectralPeaks_operation_1 (Individual) SpectralPeaks_operation_2 (Individual) SpectralPeaks_operation_3 (Individual) SpectralPeaks_operation_4 (Individual) SpectralPeaks_operation_4 (Individual) SpectralRolloff model (Individual) SpectralRolloff_operation_1 (Individual) SpectralRolloff_operation_2 (Individual) SpectralRolloff_operation_3 (Individual) SpectralRolloff_operation_3 (Individual) SpectralSlope model (Individual) SpectralSlope_operation_1 (Individual) SpectralSlope_operation_2 (Individual) SpectralSlope_operation_3 (Individual) SpectralSlope_operation_3 (Individual) SubbandEnergyRatio model (Individual) SubbandEnergyRatio_operation_1 (Individual) SubbandEnergyRatio_operation_2 (Individual) SubbandEnergyRatio_operation_3 (Individual) SubbandEnergyRatio_operation_4 (Individual) SubbandEnergyRatio_operation_5 (Individual) SubbandEnergyRatio_operation_5 (Individual) SubbandSpectralFlux model (Individual) SubbandSpectralFlux_operation_1 (Individual) SubbandSpectralFlux_operation_2 (Individual) SubbandSpectralFlux_operation_3 (Individual) SubbandSpectralFlux_operation_4 (Individual) SubbandSpectralFlux_operation_5 (Individual) SubbandSpectralFlux_operation_6 (Individual) SubbandSpectralFlux_operation_7 (Individual) SubbandSpectralFlux_operation_7 (Individual) Volume model (Individual) Volume_operation_1 (Individual) Volume_operation_2 (Individual) Volume_operation_2 (Individual) ZeroCrossingPeakAmplitudes model (Individual) ZeroCrossingPeakAmplitudes_operation_1 (Individual) ZeroCrossingPeakAmplitudes_operation_2 (Individual) ZeroCrossingPeakAmplitudes_operation_3 (Individual) ZeroCrossingPeakAmplitudes_operation_4 (Individual) ZeroCrossingPeakAmplitudes_operation_5 (Individual) ZeroCrossingPeakAmplitudes_operation_6 (Individual) ZeroCrossingPeakAmplitudes_operation_7 (Individual) ZeroCrossingPeakAmplitudes_operation_7 (Individual) ZeroCrossingRate model (Individual) ZeroCrossingRate_operation_1 (Individual) ZeroCrossingRate_operation_2 (Individual) ZeroCrossingRate_operation_2 (Individual)
Classes
Individuals