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Hello! I'm a third-year PhD student at Princeton ๐Ÿฏ, advised by Professor Adam Finkelstein. I'm researching ML-assisted musical creativity while staying grounded in interpretable instruments, effects, and audio processor graphs constructed with Faust.

JAX Projects

  • Faust-to-JAX: Convert any Faust code into JAX. Then optimize with SGD, evolutionary algos + more!
  • DAC-JAX: Descript Audio Codec and EnCodec, training and pre-trained models
  • audiotree: Data loading and augmentations
  • librosax: Librosa in JAX
  • remixavier-jax: Subtract vocals from full mixtures to get instrumentals, etc.
  • DX7-JAX: Yamaha DX7 ๐ŸŽน in JAX via Faust
  • JraphX: Graph Neural Networks in Flax/NNX

Audio Projects

  • DawDreamer: Control VSTs, Faust processors and more via Python
  • Vita: Python bindings to the Vital Synthesizer ๐ŸŽน
  • AbletonParsing: Parse Ableton warp markers (.asd) files and do beatmatching ๐Ÿฅ

Faust Projects

ChucK Projects

TouchDesigner Projects

Graphics

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