Giter Club home page Giter Club logo

kaldi_cntk_ami's Introduction

Kaldi_CNTK_AMI

Example scripts that illustrate how to use Kaldi+CNTK for speech recognition. Please install Kaldi and CNTK separately, and then set up your own path.sh. All the scripts should be placed under egs/ami/s5/ in your Kaldi repository.

These scripts were created during the 2015 Frederick Jelinek Memorial Summer Workshop, with help from the "DNN team". Credit to all the team members.

More details about the system description can be found in the following paper: Y. Zhang, G. Chen, D. Yu, K. Yao, S. Khudanpur, and J. Glass, "Highway Long Short-Term Memory RNNs for Distant Speech Recognition," ICASSP 2016.

  1. To train Kaldi GMM systems run_ihm.sh
    run_mdm.sh
    run_sdm.sh

  2. To train CNTK neural network systems run_sdm_cntk.sh

kaldi_cntk_ami's People

Contributors

chenguoguo 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.