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Yo party people! The Electronic DJ Model (EDM) is an transformer model trained from scratch that generates a DJ playlist track-by-track curated to your initial track selection. It learned from nearly 5,000 real DJ sets i…
Yo party people! The Electronic DJ Model (EDM) is an transformer model trained from scratch that generates a DJ playlist track-by-track curated to your initial track selection. It learned from nearly 5,000 real DJ sets in the DJ Mix Dataset. The Idea: A DJ mix is an ordered list of music tracks, similar to how a sentence is an ordered list of words. We developed a novel tokenizer to handle the 63,040 unique tracks in the DJ Mix Dataset. Limitations: With only ~96K tracks of training data, the big models memorized mixes. A small ~8M-parameter model did best: it learned patterns instead of copying them. Continuous Improvement: Press thumbs-up to give positive feedback. Press thumbs-down to replace with a new track. Preferences are anonymously captured for DPO improvement to the model Despite these limitations, I have enjoyed listening to the generated DJ sets. How was your personalized DJ set? Read the technical blog here: https://anmokulabs.com/blog/electronic-dj-model.html
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