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| Uses of StorageManager in marf.Classification |
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| Subclasses of StorageManager in marf.Classification | |
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class |
Classification
Abstract Classification Module. |
| Uses of StorageManager in marf.Classification.Distance |
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| Subclasses of StorageManager in marf.Classification.Distance | |
|---|---|
class |
ChebyshevDistance
Chebyshev Distance Classifier. |
class |
DiffDistance
Diff-Distance Classifier. |
class |
Distance
Abstract Distance Classifier. |
class |
EuclideanDistance
Class EuclideanDistance. |
class |
HammingDistance
Hamming Distance Classifier. |
class |
MahalanobisDistance
Mahalanobis Distance Classification Module. |
class |
MinkowskiDistance
Class MinkowskiDistance. |
| Uses of StorageManager in marf.Classification.Markov |
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| Subclasses of StorageManager in marf.Classification.Markov | |
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class |
Markov
Hidden Markov Models-based Classification Module. |
| Uses of StorageManager in marf.Classification.NeuralNetwork |
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| Subclasses of StorageManager in marf.Classification.NeuralNetwork | |
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class |
NeuralNetwork
Artificial Neural Network-based Classifier. |
| Uses of StorageManager in marf.Classification.RandomClassification |
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| Subclasses of StorageManager in marf.Classification.RandomClassification | |
|---|---|
class |
RandomClassification
Random Classification Module is for testing purposes. |
| Uses of StorageManager in marf.Classification.Similarity |
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| Subclasses of StorageManager in marf.Classification.Similarity | |
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class |
CosineSimilarityMeasure
Cosine Similarity Measure Classifier. |
| Uses of StorageManager in marf.Classification.Stochastic |
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| Subclasses of StorageManager in marf.Classification.Stochastic | |
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class |
MaxProbabilityClassifier
Maximum Probability Classification Module. |
class |
Stochastic
Generic Stochastic Classification Module. |
class |
ZipfLaw
Module exercising Zipf's Law. |
| Uses of StorageManager in marf.FeatureExtraction |
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| Subclasses of StorageManager in marf.FeatureExtraction | |
|---|---|
class |
FeatureExtraction
Generic Feature Extraction Module. |
class |
FeatureExtractionAggregator
This class by itself does not do any feature extraction, but instead allows concatenation of the results of several actual feature extractors to be combined in a single result. |
| Uses of StorageManager in marf.FeatureExtraction.Cepstral |
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| Subclasses of StorageManager in marf.FeatureExtraction.Cepstral | |
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class |
Cepstral
Cepstral Analysis. |
| Uses of StorageManager in marf.FeatureExtraction.F0 |
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| Subclasses of StorageManager in marf.FeatureExtraction.F0 | |
|---|---|
class |
F0
Class F0 - the Fundamental Frequency Extraction. |
| Uses of StorageManager in marf.FeatureExtraction.FFT |
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| Subclasses of StorageManager in marf.FeatureExtraction.FFT | |
|---|---|
class |
FFT
Class FFT implements Fast Fourier Transform. |
| Uses of StorageManager in marf.FeatureExtraction.LPC |
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| Subclasses of StorageManager in marf.FeatureExtraction.LPC | |
|---|---|
class |
LPC
Class LPC implements Linear Predictive Coding. |
| Uses of StorageManager in marf.FeatureExtraction.MinMaxAmplitudes |
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| Subclasses of StorageManager in marf.FeatureExtraction.MinMaxAmplitudes | |
|---|---|
class |
MinMaxAmplitudes
Min/Max Amplitudes. |
| Uses of StorageManager in marf.FeatureExtraction.RandomFeatureExtraction |
|---|
| Subclasses of StorageManager in marf.FeatureExtraction.RandomFeatureExtraction | |
|---|---|
class |
RandomFeatureExtraction
Implementation of random feature extraction for testing as a baseline. |
| Uses of StorageManager in marf.FeatureExtraction.RawFeatureExtraction |
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| Subclasses of StorageManager in marf.FeatureExtraction.RawFeatureExtraction | |
|---|---|
class |
RawFeatureExtraction
For a some applications it is desired to pass-through the preprocessed sample data "as-is", or with little massaging; this module does that. |
| Uses of StorageManager in marf.FeatureExtraction.Segmentation |
|---|
| Subclasses of StorageManager in marf.FeatureExtraction.Segmentation | |
|---|---|
class |
Segmentation
Class Segmentation. |
| Uses of StorageManager in marf.gui |
|---|
| Subclasses of StorageManager in marf.gui | |
|---|---|
class |
Spectrogram
Class Spectrogram dumps a spectrogram to a PPM file. |
class |
WaveGrapher
Class WaveGrapher. |
| Uses of StorageManager in marf.nlp.Parsing |
|---|
| Subclasses of StorageManager in marf.nlp.Parsing | |
|---|---|
class |
ProbabilisticParser
Probabilistic parser is set of parsing a natural language (e.g. |
| Uses of StorageManager in marf.nlp.Parsing.GrammarCompiler |
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| Subclasses of StorageManager in marf.nlp.Parsing.GrammarCompiler | |
|---|---|
class |
GrammarCompiler
Grammar compiler -- compiles source grammar file and produces a corresponding transition table for a given language denoted by the grammar. |
class |
ProbabilisticGrammarCompiler
Probabilistic Grammar Compiler processes a grammar enhanced with probability tokens assigned to each production. |
| Uses of StorageManager in marf.nlp.Storage |
|---|
| Subclasses of StorageManager in marf.nlp.Storage | |
|---|---|
class |
CorporaStorageManager
|
| Uses of StorageManager in marf.Preprocessing |
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| Subclasses of StorageManager in marf.Preprocessing | |
|---|---|
class |
Filter
Filter class implements generic filtering. |
class |
Preprocessing
Abstract Preprocessing Module. |
| Uses of StorageManager in marf.Preprocessing.CFEFilters |
|---|
| Subclasses of StorageManager in marf.Preprocessing.CFEFilters | |
|---|---|
class |
BandPassFilter
Implements band-pass CFE filter based on Shivani Bhat's thesis work. |
class |
BandStopFilter
|
class |
CFEFilter
General Continuous-Fraction Expansion (CFE) filter types. |
class |
HighPassFilter
|
class |
LowPassFilter
|
| Uses of StorageManager in marf.Preprocessing.Dummy |
|---|
| Subclasses of StorageManager in marf.Preprocessing.Dummy | |
|---|---|
class |
Crop
Designed to be a general "cropper". |
class |
Dummy
Implements dummy preprocessing module for testing purposes that does only normalization. |
class |
Raw
Implements raw preprocessing module for testing purposes that does not do any preprocessing. |
| Uses of StorageManager in marf.Preprocessing.Endpoint |
|---|
| Subclasses of StorageManager in marf.Preprocessing.Endpoint | |
|---|---|
class |
Endpoint
Implements endpoint preprocessing in MARF. |
| Uses of StorageManager in marf.Preprocessing.FFTFilter |
|---|
| Subclasses of StorageManager in marf.Preprocessing.FFTFilter | |
|---|---|
class |
BandpassFilter
Bandpass Filter Implementation based on the FFTFilter. |
class |
FFTFilter
FFTFilter class implements filtering using the FFT algorithm. |
class |
HighFrequencyBoost
HighFrequencyBoost class implements filtering using high frequency booster on top of the FFTFilter. |
| Uses of StorageManager in marf.Stats.StatisticalEstimators |
|---|
| Subclasses of StorageManager in marf.Stats.StatisticalEstimators | |
|---|---|
class |
GLI
GLI Statistical Estimator. |
class |
KatzBackoff
Katz Backoff Statistical Estimator. |
class |
MLE
Maximum-Likelihood Statistical Estimator (MLE). |
class |
SLI
SLI Statistical Estimator. |
class |
StatisticalEstimator
Implements generic Statistical Estimator routines. |
| Uses of StorageManager in marf.Stats.StatisticalEstimators.Smoothing |
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| Subclasses of StorageManager in marf.Stats.StatisticalEstimators.Smoothing | |
|---|---|
class |
AddDelta
Add-Delta Smoothing Estimator. |
class |
AddOne
Add-One Smoothing Estimator. |
class |
GoodTuring
Good-Turing Smoothing Estimator. |
class |
Smoothing
Generic Smoothing Estimator implementation. |
class |
WittenBell
Represents Witten-Bell Smoothing Algorithm. |
| Uses of StorageManager in marf.Storage |
|---|
| Subclasses of StorageManager in marf.Storage | |
|---|---|
class |
Database
Subject database. |
class |
TrainingSet
TrainingSet -- Encapsulates Subject ID and subject's clusters or a feature set. |
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