GithubHelp home page GithubHelp logo

ilyassmoummad / scl_icbhi2017 Goto Github PK

View Code? Open in Web Editor NEW
27.0 27.0 6.0 3.59 MB

PyTorch implementation of our work: Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)

Python 100.00%

scl_icbhi2017's People

Contributors

ilyassmoummad avatar

Stargazers

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

Watchers

 avatar  avatar  avatar

scl_icbhi2017's Issues

Looking for metadata.csv file under data folder

Dear Moummad,

This is Zhijin Meng, a current Master of IT student in the University of New South Wales (UNSW) in Australia.

Recently I have been researching on a classification problem in respiration and I saw your paper named ''Supervised Contrastive Learning for Respiratory Sound Classification", which inspires me a lot.

However, when I want to reproduce the code, I found that the code is expecting a csv file named metadata.csv under 'data' folder, which I don't have. Did I misunderstand the instructions or the csv file is not pushed on Github? Could you please give me some hints on this? Screen shot shown as below.

All the best,
Zhijin Meng

Screen Shot 2023-03-12 at 22 21 48

About the result

Thanks for sharing the code, but I still want to ask why my score is quite different from yours. For example, for CE pre-trained models, I got the best score of 0.5287 at 243 epochs according to your parameter settings (400epoch), but your score is around 55.24

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.