Adam Polyak

Research Engineer

Facebook AI Research
Machine Learning
I am a research engineer in the Facebook AI Research (FAIR) group. I hold a Bachelor of Science degree in computer science and mathematics from Bar-Ilan University, and a Master of Science degree in computer science from Tel-Aviv University under the supervision of Prof. Lior Wolf. My research focuses on deep learning and includes topics such as cross domain image generation, speech synthesis and voice conversion.

Interests

Machine learning, speech synthesis and voice conversion

Latest Publications

A Universal Music Translation Network

Noam Mor, Lior Wolf, Adam Polyak, Yaniv Taigman

ICLR - May 5, 2019

Attention-Based WaveNet Autoencoder for Universal Voice Conversion

Adam Polyak, Lior Wolf

ICASSP - April 30, 2019

Unsupervised Generation of Free-Form and Parameterized Avatars

Adam Polyak, Yaniv Taigman, Lior Wolf

TPAMI: SI: ICCV 2018 - August 13, 2018

Fitting New Speakers Based on a Short Untranscribed Sample

Eliya Nachmani, Adam Polyak, Yaniv Taigman, Lior Wolf

ICML 2018 - July 11, 2018

VoiceLoop: Voice Fitting and Synthesis via a Phonolgoical Loop

Yaniv Taigman, Lior Wolf, Adam Polyak, Eliya Nachmani

ICLR 2018 - April 30, 2018

Unsupervised Creation of Parameterized Avatars

Lior Wolf, Yaniv Taigman, Adam Polyak

ICCV 2017 - October 22, 2017

Unsupervised Cross-Domain Image Generation

Yaniv Taigman, Adam Polyak, Lior Wolf

ICLR 2017 - April 24, 2017

News

Facebook researchers use AI to turn whistles into orchestral music, and power other musical “translations”

May 24, 2018