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vocaldia
View on CRAN: Click
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Download and install vocaldia package within the R console
Install from CRAN:
install.packages("vocaldia")
Install from Github:
library("remotes")
install_github("cran/vocaldia")
Install by package version:
library("remotes")
install_version("vocaldia", "0.8.4")
Attach the package and use:
library("vocaldia")
Maintained by
Saturnino Luz
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-11
Latest Update: 2022-08-14
Description:
Create adjacency matrices of vocalisation graphs from dataframes containing sequences of speech and silence intervals, transforming these matrices into Markov diagrams, and generating datasets for classification of these diagrams by 'flattening' them and adding global properties (functionals) etc.Vocalisation diagrams date back to early work in psychiatry (Jaffe and Feldstein, 1970) and social psychology (Dabbs and Ruback, 1987) but have only recently been employed as a data representation method for machine learning tasks including meeting segmentation (Luz, 2012) <doi:10.1145/2328967.2328970> and classification (Luz, 2013) <doi:10.1145/2522848.2533788>.
How to cite:
Saturnino Luz (2017). vocaldia: Create and Manipulate Vocalisation Diagrams. R package version 0.8.4, https://cran.r-project.org/web/packages/vocaldia. Accessed 30 Jan. 2025.
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Complete documentation for vocaldia
Functions, R codes and Examples using
the vocaldia R package
Some associated functions: anonymise . appendSpeechRate . atddia . getEntropy . getIDs . getPID . getPauseType . getPofAgivenB . getSampledVocalCountMatrix . getSampledVocalMatrix . getSilences . getSyllablesAndSilences . getTranscript . getTurnTakingMatrix . getTurnTakingProbMatrix . getTurnType . identifyGrpVocalisations . identifyPauses . identifyVocalisations . igraph.vocaldia . makeSessionDataSet . makeVocalStatsDataset . matrixExp . namePauses . plot.matrixseries . plot.vocaldia . printARFFfile . read.cha . startmatrix . staticMatrix . toDotNotation . vocaldia-package . vocmatrix . write.vocaldia .
Some associated R codes: dbank.R . markov.R . vocalgraphs.R . Full vocaldia package functions and examples
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