W. Ronny Huang

W. Ronny Huang

Ronny is a research scientist focused on building robust and generalizable algorithms for speech and language data. He has MS and PhD degrees from MIT electrical engineering where he demonstrated the first handheld laser-driven particle accelerator. More on his background here.
Authored Publications
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Detecting Unintended Memorization in Language-Model-Fused ASR
Steve Chien
Om Thakkar
Proc. Interspeech 2022 (2022) (to appear)
Capitalization Normalization for Language Modeling with an Accurate and Efficient Hierarchical {RNN} Model
You-Chi Cheng
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, {IEEE}, pp. 6097-6101
GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
Chen Zhu
Renkun Ni
Kezhi Kong
Tom Goldstein
Conference on Neural Information Processing Systems (NeurIPS) (2021) (to appear)