Yatharth Saraf

Yatharth Saraf is currently the Engineering Manager for the Video ASR group within the Facebook AI Applied Research org. In prior roles, he worked on integrity (as Engineering Manager for Facebook Marketplace) and search (at Twitter and Microsoft).

Yatharth's Publications

July 09, 2020

RESEARCH

NLP

Training ASR models by Generation of Contextual Information

In this paper, we conduct a large-scale study evaluating the effectiveness of weakly-supervised learning for speech recognition by using loosely related contextual information as a surrogate for ground-truth labels.

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

July 09, 2020