Git Product home page Git Product logo

nowsj0's Introduction

This is a kaldi setup for 3rd CHiME challenge.
See http://spandh.dcs.shef.ac.uk/chime_challenge/ for more detailed information.

If you use these data in a publication, please cite:

Jon Barker, Ricard Marxer, Emmanuel Vincent, and Shinji Watanabe, The
third 'CHiME' Speech Separation and Recognition Challenge: Dataset,
task and baselines, submitted to IEEE 2015 Automatic Speech Recognition
and Understanding Workshop (ASRU), 2015. 

Quick instruction:
1) Download CHiME3 data

Check the download page of http://spandh.dcs.shef.ac.uk/chime_challenge/

2) move to Kaldi CHiME3 directory, e.g.,

cd kaldi-trunk/egs/chime3/s5

3) specify CHiME3 root directory in run.sh e.g.,

chime3_data=<your CHiME3 directory>/CHiME3

4) execute run.sh

./run.sh

4*) we suggest to use the following command to save the main log file

nohup ./run.sh > run.log

5) if you have your own enhanced speech data for training and test data, you can evaluate the performance of GMM and DNN systems by

local/run_gmm.sh <enhancement method> <enhanced speech directory>
local/run_dnn.sh <enhancement method> <enhanced speech directory>

You don't have to execute local/run_init.sh twice.

6) You can find result at

enhan=<enhancement method>
GMM clean training: exp/tri3b_tr05_orig_clean/best_wer_$enhan.result
GMM multi training: exp/tri3b_tr05_multi_$enhan/best_wer_$enhan.result
DNN multi training: exp/tri4a_dnn_tr05_multi_${enhan}_smbr_i1lats/best_wer_${enhan}.result 

Note that training on clean data means original WSJ0 data only (no booth data)

nowsj0's People

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.