Hi

I’m Hash, a deep learning engineer and researcher. Here’s some of my work:

Dessa

Dessa is a full-duplex speech model trained entirely on human conversation. It listens and speaks at the same time, with natural timing, laughter, and emotional expression. You can hear some conversations on the demo page.

RealTalk

RealTalk was a state-of-the-art speech synthesis system. It was featured by the New York Times, Vice, The Verge, Gizmodo, and others.

Next Week Tonight (NWT)

NWT is an expressive speech-to-video model. You can view some experiments on the demo page.

Other interests

Probability & Stochastic PDEs

Nonlinear Fluctuating Hydrodynamics: a stochastic PDEs study of the equilibrium time correlations of the conserved fields of an anharmonic chain through non-linear fluctuating hydrodynamics.

A compilation of some of my favorite probability problems and solutions.

General Relativity

Linearized Einstein Equations around the Schwarzschild black hole

Patents

• Computing architecture for energy-efficient hash computation
• Dynamically optimizing routing within a decentralized network

Academic Awards

2016	SciNet Certificate in Scientific High Performance Computing
2015-2016	University Of Toronto Fellowship
2015	University of Toronto Galois Scholarship
2014	CMND Graduate Student/Postdoc Mini-Course on PDEs and Geometry and physics (University of Notre Dame)