https://github.com/yeeking/ai-music-repo-analysis
Code and data relating to a research paper analysing github repos for AI-music software
https://github.com/yeeking/ai-music-repo-analysis
Last synced: about 1 month ago
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Code and data relating to a research paper analysing github repos for AI-music software
- Host: GitHub
- URL: https://github.com/yeeking/ai-music-repo-analysis
- Owner: yeeking
- License: mit
- Created: 2023-10-29T13:42:56.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-10-30T11:49:25.000Z (over 1 year ago)
- Last Synced: 2023-10-30T14:32:34.721Z (over 1 year ago)
- Language: Python
- Size: 347 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# ai-music-repo-analysis
Code and data relating to a research paper analysing github repos for AI-music software.
The paper involved the following steps:
* gathering a list of 600 AI-music related research papers (by parsing / copying refs from four review papers)
* preparing the final ref list as bibtex with valid paper titles -> data/final_pub_list_no_urls.bib
* searching on Google scholar for each paper and saving the scholar page as HTML:
1-bibtex-to-google-scholar-search-urls.py and 2-scholar-search-to-paper-url.js
(without getting banned :) )
* extracting PDF urls for the papers from the scholar pages (and other stats)
* adding the paper URLs back into the bibtex file: 4-zotero-export-to-git-links.py
* importing the bibtex with urls as DOIs into zotero
* Using zotero's PDF finding function to get PDFs from DOI urls
* Extracting text from all PDFs and finding github links
* Gather stats for github repos from github API: 5-get-github-api-info.py
* Cloning github repos