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voxforge_ru_sphinx

Cross-validated experiments with the Voxforge-Ru corpus using the CMU Sphinx

Developed file structure is based on tutorial https://cmusphinx.github.io/wiki/tutorialam/

The experiments are configured in 10 folders, located in voxforge_ru/etc

To run the experiments, first you need to go to the database subdirectory and configure your database with

cd voxforge_ru
./GO_make_everyone.sh

If you want to parallelize a course of experiments, execute the above-mentioned command with positive integer argument defining target number of threads, for example:

./GO_make_everyone.sh 8

Then you can run all experiments with

./GO_cross.sh

The joint results of all cross-validation folds will be written into voxforge_ru/result_all_3gramm/results

For cleaning all auxiliary files and directories, generated during experiments, you need to run the command

./GO_clean.sh

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Database for experiments with russian voxforge audio data (http://voxforge.org/ru/downloads).

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  • Python 85.5%
  • Shell 14.5%