Code Monkey home page Code Monkey logo

stutter-therapy's Introduction

Stutter Diagnosis and Therapy System based on Deep Learning:

https://arxiv.org/abs/2007.08003

This work attempts to detect and classify stutters in the input audio while existing works focus only on detection of stutters. We have used Gated Recurrent CNN on MFCC audio features for stutter detection and classification. We propose an SVM-based system that can suggest therapies based on the type and severity of the stuttering. We have also developed an Android app, Node.js based server and exploited Firebase for storing API requests and responses.

Link to the pre-processed dataset: link

stutter-therapy's People

Contributors

binoysaha-98 avatar mansi-k avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

stutter-therapy's Issues

Unavailability of data files

I have gone thru the whole paper and I have seen that you have worked a lot on modifying the samples. These scripts would be more useful if you can also share that processed data along with it. I want to test this model and It would be really great if you can provide me the files which you have modified from the original UCLASS dataset.

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.