GithubHelp home page GithubHelp logo

juansgomez87 / cross-culturalmer Goto Github PK

View Code? Open in Web Editor NEW

This project forked from ana-pandrea/cross-culturalmer

0.0 1.0 0.0 6.86 MB

Project developed for the Music Information Retrieval course, at UPF.

Jupyter Notebook 100.00%

cross-culturalmer's Introduction

Cross-CulturalMER

Project developed for the Music Information Retrieval course, at UPF.

Several experiments were conducted with music classification in one of the Valence-Arousal quadrants.

We used 3 datasets with annotated music clips from various languages:

  • English: MER_audio_taffc_dataset
  • Chinese: CH-818
  • Turkish: tr-music-dataset

We only kept here the .csv files with the extracted features for each.

For individual experiments with each dataset, see EnglishMER.ipynb, ChineseMER.ipynb, TurkishMER.ipynb.

For cross-cultural experiments, see CompareMER.ipynb. This can be run independently from the others, as it only loads data from the .csv files.

For more details, see Cross_CulturalMER.pdf, the associated paper for this project. This paper is made on the original template of the ISMIR conference, but was NOT submitted or accepted to this event, it is just for informative purposes here.

Some parts of the code in this project were adapted from https://github.com/MTG/MIRCourse/blob/master/notebooks/Lecture1_IntroWithACaseStudy.ipynb.

cross-culturalmer's People

Contributors

ana-pandrea 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.