Hello! I'm a third-year PhD student at Princeton 🐯, 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 🎹 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 🎹
• AbletonParsing: Parse Ableton warp markers (.asd) files and do beatmatching 🥁

Faust Projects

• Faust-Tutorial
• Faust-to-JAX
• TD-Faust
• faustlibraries (I contribute to this)
• faust2hothouse Faust on a "DIY" guitar pedal 🎸🎛️

ChucK Projects

• FaucK (I'm the maintainer)
• WarpBuf
• ChucKDesigner

TouchDesigner Projects

• TouchDesigner_Shared
• TD-Faust
• ChucKDesigner
• PhaserCHOP-TD-Summit-Talk
• PhaserCHOP
• PyTorchTOP
• TD-Box2D
• TD-FaceCHOP
• SmoothstepCHOP
• MatrixCHOP
• RealSenseTOP
• fastText-for-language-learners: Optimal order of words to learn in a new language

Graphics

• tactile-python
• turning-function

Links:

• Google Scholar
• LinkedIn
• YouTube
• Instagram
• Vimeo
• Portfolio (Art)