People

Abdelrahman Mohamed

Research Scientist

I’m a research scientist at Facebook AI Research (FAIR) since 2018. My research interests lie in deep learning, speech, and natural language processing. Before joining FAIR I worked at Amazon Alexa and Microsoft Research. I received my PhD from the CS department at the University of Toronto working with Gerald Penn and Geoffrey Hinton. My paper “Convolutional Neural Networks for Speech Recognition” received the IEEE Signal Processing Society Best Paper Award for 2016.

Interests

Speech recognition, deep learning, natural language processing

Latest Publications

Effectiveness of self-supervised pre-training for ASR

Alexei Baevski, Abdelrahman Mohamed

ICASSP - May 4, 2020

Transformer-based Acoustic Modeling for Hybrid Speech Recognition

Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer

ICASSP - May 4, 2020

Libri-light: A benchmark for ASR with limited or no supervision

Jacob Kahn, Morgan Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux

ICASSP - May 4, 2020