OpenAI recently open-sourced - Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles!
Training: To train this model, they crawled the web to curate a new dataset of 1.2 million songs (600,000 of which are in English), paired with the corresponding lyrics and metadata from LyricWiki. The metadata includes artist, album genre, and year of the songs, along with common moods or playlist keywords associated with each song!
Read more about Jukebox on the blog: https://openai.com/blog/jukebox/
Link to the paper: https://cdn.openai.com/papers/jukebox.pdf
Link to the code on GitHub: https://github.com/openai/jukebox/
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