Package: communication 0.1

Christopher Lucas

communication: Feature Extraction and Model Estimation for Audio of Human Speech

Provides fast, easy feature extraction of human speech and model estimation with hidden Markov models. Flexible extraction of phonetic features and their derivatives, with necessary preprocessing options like feature standardization. Communication can estimate supervised and unsupervised hidden Markov models with these features, with cross validation and corrections for auto-correlation in features. Methods developed in Knox and Lucas (2021) <doi:10.7910/DVN.8BTOHQ>.

Authors:Dean Knox [aut], Christopher Lucas [aut, cre], Guilherme Duarte [ctb], Alex Shmuley [ctb], Vineet Bansal [ctb], Vadym Vashchenko [ctb]

communication_0.1.tar.gz
communication_0.1.tar.gz(r-4.5-noble)communication_0.1.tar.gz(r-4.4-noble)
communication_0.1.tgz(r-4.4-emscripten)communication_0.1.tgz(r-4.3-emscripten)
communication.pdf |communication.html✨
communication/json (API)

# Install 'communication' in R:
install.packages('communication', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • audio - Audio features from Stephen Breyer
  • audio - Audio features from Stephen Breyer

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.70 score 5 scripts 199 downloads 4 exports 58 dependencies

Last updated 4 years agofrom:3619bcd7ec. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 21 2024
R-4.5-linux-x86_64NOTENov 21 2024

Exports:extractAudioFeatureshmmllhstandardizeFeatures

Dependencies:abindassertthatclicolorspacecpp11crayondiagramdplyrfansifarverforcatsgenericsGGallyggplot2ggstatsgluegtablegtoolshmsigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepatchworkpillarpkgconfigplyrprettyunitsprogresspurrrR6RColorBrewerRcppRcppArmadilloreshape2rlangscalesshapesignalstringistringrtibbletidyrtidyselecttuneRusefulutf8vctrsviridisLitewithrwrassp

Extracting Features with communication

Rendered fromextracting-features.Rmdusingknitr::rmarkdownon Nov 21 2024.

Last update: 2021-02-25
Started: 2021-02-25