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, optimization and deployment into production.
00 PUBLICATIONS & PATENTS
These are a selection of my publications and patents in the field of music technology and Generative AI. As research scientist and engineer, I specialize in the fields of audio signal processing, neural audio synthesis, large language modeling for audio and real time signal processing.
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01 MAWF AUDIO 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.
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@TikTok
2022
02 RIPPLE
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.
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@TikTok
2023
03 TONE TRANSFER
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.
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2021
04 DDSP: DIFFERENTIABLE DIGITAL SIGNAL PROCESSING
DDSP is an open-source library fusing modern machine learning with classical signal processing.
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2020
05 SOUND OF INDIA
Sounds of India is a unique and fun interactive musical experience launching for India’s 74th Independence Day, inspired by Indian tradition and powered by machine learning.
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2020