Git Product home page Git Product logo

user-authentication-using-voice-biometrics's Introduction

user-authentication-using-voice-biometrics

Project involving Voice Signal Processing of users to recognise them using Voice Biometrics

  1. scikit-learn
  2. scikits.talkbox
  3. pyssp
  4. PyQt4
  5. PyAudio
  6. Python bindings for bob

In order to use fast-gmm instead of sklearn.mixture.GaussianMixture : run make -C gmm/ in terminal to configure your system for fast-gmm

In order to run the application in command line :

  1. Train: python __init__.py -t enroll
  2. Prediction: python __init__.py -t predict

NOTE : Put all the wavfiles in the directory mentioned in the init.py file (for both training and prediction) and can be modifies accordingly.

user-authentication-using-voice-biometrics's People

Contributors

rhythmize avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.