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AI PUBLICATIONS + PRODUCTS


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.



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.




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.
@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. 
@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.
@Google
2021





04 DDSP: DIFFERENTIABLE DIGITAL SIGNAL PROCESSING

DDSP is an open-source library fusing modern machine learning with classical signal processing.
@Google
2020





05 SOUNDS OF INDIA

A unique celebration of India’s Independance Day powered by Music ML and culture.
@Google
2022




AI MUSIC + CULTURE

I compose electronic music combining Thai classical melodies and audio ML.


My signature style uses ML to analyze and synthesize sounds rooted in Southeast Asian tuning systems, rhythmic patterns and dance movements. I won the international AI Song Contest in 2022 and have commissioned musical works from the Taiwan International Arts Festival (2024), Cartier Collection (2023), Bangkok Arts Bienalle (2022), Thai Ministry of Commerce (2022) and the Goethe Insitute (2021).