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Hello! I'm a second-year PhD student at Princeton 🐯, advised by Professor Adam Finkelstein. I'm researching ML-driven 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 🎹 in JAX via Faust

Audio Projects

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

Faust Projects

ChucK Projects

TouchDesigner Projects

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