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&t=0s [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
PUBLICATION PERMISSIONS: Original video was published by CodeEmporium (https://www.youtube.com/channel/UC5_6ZD6s8klmMu9TXEB_1IA). The channel owner provided Coding Tech with the permission to republish his videos.
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