8000 GitHub - hdubey/Demo-Kaldi-Word-Verification: A demo on automatic speech word selection and verification using Kaldi, with frontends.
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Demo-Kaldi-Word-Verification

A demo on automatic speech word selection and verification using Kaldi, with frontends.

Screenshot

Screenshot of demo

Dependencies

  • A basic POSIX environment(cygwin is ok), wget, zsh, sed and xz
  • Kaldi : http://kaldi.sourceforge.net/
  • Python, PySide and Matplotlib (only for PySide GUI front-end)

Install

  1. Install all dependencies. Note that we need a full source tree of Kaldi, not only its binaries and libraries. You can find an example script of installing Kaldi under cygwin here.
  2. copy local.zsh.template to local.zsh, and point variables in local.zsh to the actual path in your environment.
  3. The PySide front-end is not tested under cygwin version of Python 3, you may need to install native Python under Windows (along with PySide, of course) and point the PYTHON_EXECUTABLE variable to the actual installation path of native Python.
  4. Run 10.prepare/download_lexicon.zsh to get the CMU dictionary.

Notes

Regarding model training

  • The training of acoustic model used by this project involving Aurora-4 corpus and WSJ0 corpus, which are quite expensive if you just want to try it out. In this repository, there is already a trained model under model/, so you don't have to actually run the training script if you don't own the corpora.

Caveats and Known Bugs

  • We directly use the Makefile from Kaldi. If there are bugs, things in this project will also be affected.

Author and Acknowledgements

Yu-chen Kao (cybeliak) : cybeliak [the mysterious symbol] mail asteraceae org

License

This project is licensed under the Academic Free License, Version 3.0. See LICENSE for details.

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A demo on automatic speech word selection and verification using Kaldi, with frontends.

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