Smart playlist generator for Spotify

Features - Spotify login

• Generate playlists based on artist, track or playlist seeds
• Generate playlists based on personal playlist as a seed
• Tune parameters like popularity, mood, energy, etc. to further customize the playlist

Algorithm to generate similar playlists

• Feature range calculation
  1. Get all tracks in the playlist from the Spotify API
  2. Query Spotify for different track features
  3. Calculate the 0.1 and 0.9 quantile range for each feature
  4. Use these as min and max targets for each feature
• Extract most relevant artists and tracks as seeds
  1. Find the frequency of artists and tracks in:
     • Playlist
     • User profile / listening history: short, medium, long term
  2. Select most frequently appearing artists and tracks that exist in the playlist
• Query Spotify API with the calculated seeds and parameter values

Installation

Clone

 git clone https://github.com/rtkg12/remixr.git  

Pre-requisites

1. Make a developer account at https://developer.spotify.com and obtain the Client ID and Client Secret
2. Update client/.env and server/app.env accordingly.

Installation

yarn install

Building and developing locally

Configuration

Running the project

yarn develop

The React app should start running in port 3000 and the Node.js app will be running in 8080

Deploying to Production

Configuration

Deploying

yarn deploy

This will build the React app and serve the build folder from Express. Express should be running in port 8080

Future Areas of Improvement

• Add support for greater than five seeds using random sampling from generated playlists
• Functionality to add individual songs to library directly from the app
• Regenerate, re-order and edit the playlist dynamically before saving
• Session-wide playlist building. Add songs from multiple queries, save in the end
• Algorithm improvements - different statistical measures, collaborative filtering

Contribute

Please feel free to open an issue/pull request if you wish to work on any of the above features, or if you have any other suggestions for improvement.