Voice Identification

This project is to better understand how to identify a user by their speech and further to understand what they are saying. It will be tackled in two parts:

1. Speaker Identification

2. Speech to Text Recognition

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

The following dependencies are required for this project to work. The commands given below are how to install each one.

Pip Installation:

$ sudo apt-get install python-pip python-dev --yes
$ pip install --upgrade pip --user
$ pip install --upgrade setuptools --user

SciPy Stack Installation:

$ sudo apt-get install python-numpy python-scipy python-skimage python-matplotlib ipython ipython-notebook python-pandas python-sympy python-nose --yes

TensorFlow Installation (CPU only):

$ pip install tensorflow --user

Seaborn, Pandas Installation:

$ pip install seaborn pandas --user

Jupyter Notebook Installation:

$ pip install jupyter --user

TFLearn Installation:

$ pip install tflearn --user

Librosa Installation:

$ pip install librosa --user

Pydub Installation:

$ pip install pydub --user

pyAudioAnalysis Installation:

$ pip install numpy matplotlib scipy sklearn hmmlearn simplejson eyed3 pydub --user
$ sudo apt-get install python-tk --yes
$ git clone https://github.com/tyiannak/pyAudioAnalysis.git

Python Audio Tools Installation:

$ wget https://downloads.sourceforge.net/project/audiotools/audiotools/2.16/audiotools.2.16.tar.gz?r=https%3A%2F%2Fsourceforge.net%2Fprojects%2Faudiotools%2Ffiles%2F&ts=1490043434&use_mirror=dronedata
$ mv audiotools.2.16.tar.gz\?r\=https%3A%2F%2Fsourceforge.net%2Fprojects%2Faudiotools%2Ffiles%2F audiotools.2.16.tar.gz
$ tar -xzvf audiotools.2.16.tar.gz
$ sudo apt-get install libcdio-dev libcdio-paranoia-dev
$ cd audiotools-2.16/
$ sudo make install

Test Installation with:

$ audiotools-config

Running the tests

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Break down into end to end tests

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And coding style tests

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Deployment

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Built With

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Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

Versioning

We use SemVer for versioning. For the versions available, see the tags on this repository.

Authors

• Authors

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• Hat tip to anyone who's code was used
• Inspiration
• etc