https://github.com/jramcast/mgr-app
Frontend app for Music Genre classification
https://github.com/jramcast/mgr-app
Last synced: 19 days ago
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Frontend app for Music Genre classification
- Host: GitHub
- URL: https://github.com/jramcast/mgr-app
- Owner: jramcast
- License: mit
- Created: 2019-11-06T07:04:52.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2023-01-01T13:13:24.000Z (over 2 years ago)
- Last Synced: 2023-08-04T17:08:26.646Z (almost 2 years ago)
- Language: TypeScript
- Size: 5.45 MB
- Stars: 4
- Watchers: 2
- Forks: 0
- Open Issues: 28
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Music genre classification DEMO with Audioset
Frontend app for Music Genre classification demo using Audioset. https://jramcast.github.io/mgr-app/.
## Citations
This application is a demo of the research conducted for the following study:
* [Machine learning for music genre: multifaceted review and experimentation with audioset](https://link.springer.com/article/10.1007/s10844-019-00582-9)
[Read the article](https://rdcu.be/b87uq).
**If you use this code or wish to reference this work, please cite it as**:
> Ramírez, J., Flores, M.J, "Web-Based Music Genre Classification for Timeline Song Visualization and Analysis," in IEEE Access, vol. 9, pp. 18801-18816, 2021, doi: 10.1109/ACCESS.2021.3053864.
>
**If wish to reference the underlying models, cite**:
> Ramírez, J., Flores, M.J. Machine learning for music genre: multifaceted review and experimentation with audioset. J Intell Inf Syst 55, 469–499 (2020). https://doi.org/10.1007/s10844-019-00582-9
## Related repositories
The repository for the application backend is: https://github.com/jramcast/mgr-service
The repository for models training code is: https://github.com/jramcast/music-genre-classification-audioset
## Development
### To release a build
```sh
npm run build
```
Then, go to `dist/`, commit changes in **gh-pages** branch, and push them:
```sh
git commit -a -m "Build"
git push origin gh-pages
```
More detailed instructions in https://medium.com/linagora-engineering/deploying-your-js-app-to-github-pages-the-easy-way-or-not-1ef8c48424b7