https://github.com/expectopatronum/thesis

https://github.com/expectopatronum/thesis

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• Host: GitHub
• URL: https://github.com/expectopatronum/thesis
• Owner: expectopatronum
• Created: 2024-10-11T12:10:37.000Z (28 days ago)
• Default Branch: main
• Last Pushed: 2024-11-06T10:34:30.000Z (2 days ago)
• Last Synced: 2024-11-06T11:34:13.502Z (2 days ago)
• Language: HTML
• Size: 7.28 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# thesis

This web page accompanies the thesis written by Verena Praher ``Human-friendly Explanations of Deep Models in Music Information Retrieval''. Some of the publications provided listening examples spread across different web sites. Here I collected all those examples, sorted by chapter.

## Listenable Representations (Chapter 3)

### Demonstration on Real-world Data: Automatic Music Tagging

* [MML2020](https://soundcloud.com/veroamilbe/sets/mml2020-explanation-example)

* [ISMIR2020](https://expectopatronum.github.io/demos/towards_musically_meaningful_explanations.html)

### Demonstration on Real-world Data: Music Recommendation

* [LEMONS](https://github.com/cpjku/lemons)

## Mid-level Interpretable Representations (Chapter 4)

## Concept-based Explanations (Chapter 5)