Potential Tools

Xingbang Liu / Sheldon

4/3/2019


2019-03-27_10-45-17 flickr photo by steevithak shared under a Creative Commons (BY-SA) license

Goals

    1. Muisc features ---> Index

    2. Social media analysis ---> User group

    3. Recommendation

The Million Song Dataset

  • Audio features and metadata
  • All popular music tracks
  • Loudness, energy, tempo, title, etc. (55 fields)
Sample features

Spotify API

  • Similar to MSD
  • Audio features: danceability, loudness, energy, etc.
Sample features

The Echo Nest

  • Build up music fingerprint
  • Get music based on your key
  • Find simiar artists, songs, characteristics
Sample features

The End