
SOVIA
Market leading online singing voice separation solution
SOVIA launched on May 25, 2022 with 54 votes, #808 of 2,967 launches that month and more than 50% of that year's launches.
What it does
SOVIA is DeepWave's signature AI model that can separate human voice and music. We are currently working on separating more instruments, including piano, drum, and guitar. Register now and get 2 free song separations on us!
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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