theaverageguy/lastfm-lyrics-analysis

Script that takes someone's most-listened songs in lastfm and clusters the lyrics using LDA

lastfm-lyrics-analysis

Inspired by the work done by karpathy for organizing the papers by topics I created a script that takes someone's most-listened songs in lastfm and clusters the lyrics using LDA. It works with Python 2.7.

##Instruction

1. Install pylast from https://code.google.com/p/pylast/
2. Get the dev keys from lastfm: http://www.lastfm.it/api/account/create
3. Copy the API key and the API secret in the API_INFO.txt file (two separate lines)
4. Open main_track_lyrics_analysis.py and replace the username with yours (line 16)
5. Run python2 main_track_lyrics_analysis.py and look at the results in songsnice.html

##Dependencies

• lyrics https://github.com/tremby/py-lyrics
• pylast https://code.google.com/p/pylast/
• lda https://github.com/shuyo/iir/tree/master/lda
• numpy

Licence

BSD license.