Let’s Build a Music Recommender!

TIMESTAMPS

• 0:00 Overview
• 2:21 AudiSet Dataset
• 6:15 Embedding Generator
• 9:46 Code: Generate Embedding from WAV
• 16:30 Code: AudioSet Processing
• 24:55 ANNOY Explained
• 34:33 Recommendation Engine Code with ANNOY

CODE: https://github.com/ajhalthor/spotify-recommender

RESOURCES
[1] ANNOY Explained in more detail: https://www.youtube.com/watch?v=QkCCyLW0ehU
[2] AudioSet Download: https://research.google.com/audioset/download.html
[3] MAX Audio Embedding Generator: https://github.com/IBM/MAX-Audio-Embedding-Generator
[4] Annoy slidedeck: https://www.slideshare.net/erikbern/approximate-nearest-neighbor-methods-and-vector-models-nyc-ml-meetup

#machine-learning #data-science