I build ML models for music and creative audio applications.
I’m currently a Senior Research Scientist in the Music ML team at TikTok and was an AI Resident with the Magenta team at Google Brain. I specialize in the intersection of modern ML with audio signal processing, from research to production. I co-invented technologies like the open-source DDSP library and real-time MAWF synthesizer DAW plugin.
Mawf is a DAW plugin for transforming inputs like singing and everyday sounds into musical instruments. It uses industry-first realtime audio ML that runs on the cpu.
2022
Ripple is a mobile app for music-making powered by AI. Hum a tune. Type some lyrics. Upload a voice memo. Ripple will instantly transform it into a song.
2023
Tone Transfer is a website that lets you transform everyday sounds into musical instruments. It is powered by audio ML running directly on the web.
2021
DDSP is an open-source library fusing modern machine learning with classical signal processing.
2020
A unique celebration of India’s Independance Day powered by Music ML and culture.
2022