Fuchun Peng

Fuchun Peng is a Research Lead in Facebook AI. His research focuses on Speech and Language technologies. He obtained his Ph.D. in Computer Science from the University of Waterloo in 2003 under the supervision of Prof. Dale Schuurmans and was a PostDoc at UMass Amherst with Prof. Andrew McCallum. Before Facebook, he worked at BBN, Yahoo, Microsoft, Google and Otter.ai.

Fuchun's Publications

RESEARCH

An Empirical Study of Transformer-Based Neural Language Model Adaptation

We explore two adaptation approaches of deep Transformer based neural language models (LMs) for automatic speech recognition…

Fuchun Peng, Ke Li, Zhe Liu, Tianxing He, Hongzhao Huang, Daniel Povey, Sanjeev Khudanpur

May 04, 2020

RESEARCH

NLP

Training ASR models by Generation of Contextual Information

Supervised ASR models have reached unprecedented levels of accuracy, thanks in part to ever-increasing amounts of labelled training data. However, in many applications…

Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

May 04, 2020